From 3ea0fbe63828881f42e0086cb492fdb792814a31 Mon Sep 17 00:00:00 2001
From: noutvandeijck <noutvandeijck@users.noreply.github.com>
Date: Tue, 17 Dec 2024 15:28:26 +0000
Subject: [PATCH] =?UTF-8?q?Remove=20preview=20for=20PR=20496=20?=
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deleted file mode 100644
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s=function(){};this.rotate=D(this.element,n.rotate||s),this.touchStart=D(this.element,n.touchStart||s),this.multipointStart=D(this.element,n.multipointStart||s),this.multipointEnd=D(this.element,n.multipointEnd||s),this.pinch=D(this.element,n.pinch||s),this.swipe=D(this.element,n.swipe||s),this.tap=D(this.element,n.tap||s),this.doubleTap=D(this.element,n.doubleTap||s),this.longTap=D(this.element,n.longTap||s),this.singleTap=D(this.element,n.singleTap||s),this.pressMove=D(this.element,n.pressMove||s),this.twoFingerPressMove=D(this.element,n.twoFingerPressMove||s),this.touchMove=D(this.element,n.touchMove||s),this.touchEnd=D(this.element,n.touchEnd||s),this.touchCancel=D(this.element,n.touchCancel||s),this.translateContainer=this.element,this._cancelAllHandler=this.cancelAll.bind(this),window.addEventListener("scroll",this._cancelAllHandler),this.delta=null,this.last=null,this.now=null,this.tapTimeout=null,this.singleTapTimeout=null,this.longTapTimeout=null,this.swipeTimeout=null,this.x1=this.x2=this.y1=this.y2=null,this.preTapPosition={x:null,y:null}}return 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i={x:e.touches[1].pageX-this.x1,y:e.touches[1].pageY-this.y1};t.x=i.x,t.y=i.y,this.pinchStartLen=Y(t),this.multipointStart.dispatch(e,this.element)}this._preventTap=!1,this.longTapTimeout=setTimeout(function(){this.longTap.dispatch(e,this.element),this._preventTap=!0}.bind(this),750)}}}},{key:"move",value:function(e){if(e.touches){var t=this.preV,i=e.touches.length,n=e.touches[0].pageX,s=e.touches[0].pageY;if(this.isDoubleTap=!1,i>1){var l=e.touches[1].pageX,o=e.touches[1].pageY,r={x:e.touches[1].pageX-n,y:e.touches[1].pageY-s};null!==t.x&&(this.pinchStartLen>0&&(e.zoom=Y(r)/this.pinchStartLen,this.pinch.dispatch(e,this.element)),e.angle=q(r,t),this.rotate.dispatch(e,this.element)),t.x=r.x,t.y=r.y,null!==this.x2&&null!==this.sx2?(e.deltaX=(n-this.x2+l-this.sx2)/2,e.deltaY=(s-this.y2+o-this.sy2)/2):(e.deltaX=0,e.deltaY=0),this.twoFingerPressMove.dispatch(e,this.element),this.sx2=l,this.sy2=o}else{if(null!==this.x2){e.deltaX=n-this.x2,e.deltaY=s-this.y2;var a=Math.abs(this.x1-this.x2),h=Math.abs(this.y1-this.y2);(a>10||h>10)&&(this._preventTap=!0)}else e.deltaX=0,e.deltaY=0;this.pressMove.dispatch(e,this.element)}this.touchMove.dispatch(e,this.element),this._cancelLongTap(),this.x2=n,this.y2=s,i>1&&e.preventDefault()}}},{key:"end",value:function(e){if(e.changedTouches){this._cancelLongTap();var t=this;e.touches.length<2&&(this.multipointEnd.dispatch(e,this.element),this.sx2=this.sy2=null),this.x2&&Math.abs(this.x1-this.x2)>30||this.y2&&Math.abs(this.y1-this.y2)>30?(e.direction=this._swipeDirection(this.x1,this.x2,this.y1,this.y2),this.swipeTimeout=setTimeout((function(){t.swipe.dispatch(e,t.element)}),0)):(this.tapTimeout=setTimeout((function(){t._preventTap||t.tap.dispatch(e,t.element),t.isDoubleTap&&(t.doubleTap.dispatch(e,t.element),t.isDoubleTap=!1)}),0),t.isDoubleTap||(t.singleTapTimeout=setTimeout((function(){t.singleTap.dispatch(e,t.element)}),250))),this.touchEnd.dispatch(e,this.element),this.preV.x=0,this.preV.y=0,this.zoom=1,this.pinchStartLen=null,this.x1=this.x2=this.y1=this.y2=null}}},{key:"cancelAll",value:function(){this._preventTap=!0,clearTimeout(this.singleTapTimeout),clearTimeout(this.tapTimeout),clearTimeout(this.longTapTimeout),clearTimeout(this.swipeTimeout)}},{key:"cancel",value:function(e){this.cancelAll(),this.touchCancel.dispatch(e,this.element)}},{key:"_cancelLongTap",value:function(){clearTimeout(this.longTapTimeout)}},{key:"_cancelSingleTap",value:function(){clearTimeout(this.singleTapTimeout)}},{key:"_swipeDirection",value:function(e,t,i,n){return Math.abs(e-t)>=Math.abs(i-n)?e-t>0?"Left":"Right":i-n>0?"Up":"Down"}},{key:"on",value:function(e,t){this[e]&&this[e].add(t)}},{key:"off",value:function(e,t){this[e]&&this[e].del(t)}},{key:"destroy",value:function(){return this.singleTapTimeout&&clearTimeout(this.singleTapTimeout),this.tapTimeout&&clearTimeout(this.tapTimeout),this.longTapTimeout&&clearTimeout(this.longTapTimeout),this.swipeTimeout&&clearTimeout(this.swipeTimeout),this.element.removeEventListener("touchstart",this.start),this.element.removeEventListener("touchmove",this.move),this.element.removeEventListener("touchend",this.end),this.element.removeEventListener("touchcancel",this.cancel),this.rotate.del(),this.touchStart.del(),this.multipointStart.del(),this.multipointEnd.del(),this.pinch.del(),this.swipe.del(),this.tap.del(),this.doubleTap.del(),this.longTap.del(),this.singleTap.del(),this.pressMove.del(),this.twoFingerPressMove.del(),this.touchMove.del(),this.touchEnd.del(),this.touchCancel.del(),this.preV=this.pinchStartLen=this.zoom=this.isDoubleTap=this.delta=this.last=this.now=this.tapTimeout=this.singleTapTimeout=this.longTapTimeout=this.swipeTimeout=this.x1=this.x2=this.y1=this.y2=this.preTapPosition=this.rotate=this.touchStart=this.multipointStart=this.multipointEnd=this.pinch=this.swipe=this.tap=this.doubleTap=this.longTap=this.singleTap=this.pressMove=this.touchMove=this.touchEnd=this.touchCancel=this.twoFingerPressMove=null,window.removeEventListener("scroll",this._cancelAllHandler),null}}]),e}();function W(e){var t=function(){var e,t=document.createElement("fakeelement"),i={transition:"transitionend",OTransition:"oTransitionEnd",MozTransition:"transitionend",WebkitTransition:"webkitTransitionEnd"};for(e in i)if(void 0!==t.style[e])return i[e]}(),i=window.innerWidth||document.documentElement.clientWidth||document.body.clientWidth,n=c(e,"gslide-media")?e:e.querySelector(".gslide-media"),s=u(n,".ginner-container"),l=e.querySelector(".gslide-description");i>769&&(n=s),h(n,"greset"),v(n,"translate3d(0, 0, 0)"),a(t,{onElement:n,once:!0,withCallback:function(e,t){d(n,"greset")}}),n.style.opacity="",l&&(l.style.opacity="")}function B(e){if(e.events.hasOwnProperty("touch"))return!1;var t,i,n,s=y(),l=s.width,o=s.height,r=!1,a=null,g=null,f=null,p=!1,m=1,x=1,b=!1,S=!1,w=null,T=null,C=null,k=null,E=0,A=0,L=!1,I=!1,O={},P={},M=0,z=0,X=document.getElementById("glightbox-slider"),Y=document.querySelector(".goverlay"),q=new _(X,{touchStart:function(t){if(r=!0,(c(t.targetTouches[0].target,"ginner-container")||u(t.targetTouches[0].target,".gslide-desc")||"a"==t.targetTouches[0].target.nodeName.toLowerCase())&&(r=!1),u(t.targetTouches[0].target,".gslide-inline")&&!c(t.targetTouches[0].target.parentNode,"gslide-inline")&&(r=!1),r){if(P=t.targetTouches[0],O.pageX=t.targetTouches[0].pageX,O.pageY=t.targetTouches[0].pageY,M=t.targetTouches[0].clientX,z=t.targetTouches[0].clientY,a=e.activeSlide,g=a.querySelector(".gslide-media"),n=a.querySelector(".gslide-inline"),f=null,c(g,"gslide-image")&&(f=g.querySelector("img")),(window.innerWidth||document.documentElement.clientWidth||document.body.clientWidth)>769&&(g=a.querySelector(".ginner-container")),d(Y,"greset"),t.pageX>20&&t.pageX<window.innerWidth-20)return;t.preventDefault()}},touchMove:function(s){if(r&&(P=s.targetTouches[0],!b&&!S)){if(n&&n.offsetHeight>o){var a=O.pageX-P.pageX;if(Math.abs(a)<=13)return!1}p=!0;var h,d=s.targetTouches[0].clientX,c=s.targetTouches[0].clientY,u=M-d,m=z-c;if(Math.abs(u)>Math.abs(m)?(L=!1,I=!0):(I=!1,L=!0),t=P.pageX-O.pageX,E=100*t/l,i=P.pageY-O.pageY,A=100*i/o,L&&f&&(h=1-Math.abs(i)/o,Y.style.opacity=h,e.settings.touchFollowAxis&&(E=0)),I&&(h=1-Math.abs(t)/l,g.style.opacity=h,e.settings.touchFollowAxis&&(A=0)),!f)return v(g,"translate3d(".concat(E,"%, 0, 0)"));v(g,"translate3d(".concat(E,"%, ").concat(A,"%, 0)"))}},touchEnd:function(){if(r){if(p=!1,S||b)return C=w,void(k=T);var t=Math.abs(parseInt(A)),i=Math.abs(parseInt(E));if(!(t>29&&f))return t<29&&i<25?(h(Y,"greset"),Y.style.opacity=1,W(g)):void 0;e.close()}},multipointEnd:function(){setTimeout((function(){b=!1}),50)},multipointStart:function(){b=!0,m=x||1},pinch:function(e){if(!f||p)return!1;b=!0,f.scaleX=f.scaleY=m*e.zoom;var t=m*e.zoom;if(S=!0,t<=1)return S=!1,t=1,k=null,C=null,w=null,T=null,void f.setAttribute("style","");t>4.5&&(t=4.5),f.style.transform="scale3d(".concat(t,", ").concat(t,", 1)"),x=t},pressMove:function(e){if(S&&!b){var t=P.pageX-O.pageX,i=P.pageY-O.pageY;C&&(t+=C),k&&(i+=k),w=t,T=i;var n="translate3d(".concat(t,"px, ").concat(i,"px, 0)");x&&(n+=" scale3d(".concat(x,", ").concat(x,", 1)")),v(f,n)}},swipe:function(t){if(!S)if(b)b=!1;else{if("Left"==t.direction){if(e.index==e.elements.length-1)return W(g);e.nextSlide()}if("Right"==t.direction){if(0==e.index)return W(g);e.prevSlide()}}}});e.events.touch=q}var H=function(){function e(i,n){var s=this,l=arguments.length>2&&void 0!==arguments[2]?arguments[2]:null;if(t(this,e),this.img=i,this.slide=n,this.onclose=l,this.img.setZoomEvents)return!1;this.active=!1,this.zoomedIn=!1,this.dragging=!1,this.currentX=null,this.currentY=null,this.initialX=null,this.initialY=null,this.xOffset=0,this.yOffset=0,this.img.addEventListener("mousedown",(function(e){return s.dragStart(e)}),!1),this.img.addEventListener("mouseup",(function(e){return s.dragEnd(e)}),!1),this.img.addEventListener("mousemove",(function(e){return s.drag(e)}),!1),this.img.addEventListener("click",(function(e){return s.slide.classList.contains("dragging-nav")?(s.zoomOut(),!1):s.zoomedIn?void(s.zoomedIn&&!s.dragging&&s.zoomOut()):s.zoomIn()}),!1),this.img.setZoomEvents=!0}return n(e,[{key:"zoomIn",value:function(){var e=this.widowWidth();if(!(this.zoomedIn||e<=768)){var t=this.img;if(t.setAttribute("data-style",t.getAttribute("style")),t.style.maxWidth=t.naturalWidth+"px",t.style.maxHeight=t.naturalHeight+"px",t.naturalWidth>e){var i=e/2-t.naturalWidth/2;this.setTranslate(this.img.parentNode,i,0)}this.slide.classList.add("zoomed"),this.zoomedIn=!0}}},{key:"zoomOut",value:function(){this.img.parentNode.setAttribute("style",""),this.img.setAttribute("style",this.img.getAttribute("data-style")),this.slide.classList.remove("zoomed"),this.zoomedIn=!1,this.currentX=null,this.currentY=null,this.initialX=null,this.initialY=null,this.xOffset=0,this.yOffset=0,this.onclose&&"function"==typeof this.onclose&&this.onclose()}},{key:"dragStart",value:function(e){e.preventDefault(),this.zoomedIn?("touchstart"===e.type?(this.initialX=e.touches[0].clientX-this.xOffset,this.initialY=e.touches[0].clientY-this.yOffset):(this.initialX=e.clientX-this.xOffset,this.initialY=e.clientY-this.yOffset),e.target===this.img&&(this.active=!0,this.img.classList.add("dragging"))):this.active=!1}},{key:"dragEnd",value:function(e){var t=this;e.preventDefault(),this.initialX=this.currentX,this.initialY=this.currentY,this.active=!1,setTimeout((function(){t.dragging=!1,t.img.isDragging=!1,t.img.classList.remove("dragging")}),100)}},{key:"drag",value:function(e){this.active&&(e.preventDefault(),"touchmove"===e.type?(this.currentX=e.touches[0].clientX-this.initialX,this.currentY=e.touches[0].clientY-this.initialY):(this.currentX=e.clientX-this.initialX,this.currentY=e.clientY-this.initialY),this.xOffset=this.currentX,this.yOffset=this.currentY,this.img.isDragging=!0,this.dragging=!0,this.setTranslate(this.img,this.currentX,this.currentY))}},{key:"onMove",value:function(e){if(this.zoomedIn){var t=e.clientX-this.img.naturalWidth/2,i=e.clientY-this.img.naturalHeight/2;this.setTranslate(this.img,t,i)}}},{key:"setTranslate",value:function(e,t,i){e.style.transform="translate3d("+t+"px, "+i+"px, 0)"}},{key:"widowWidth",value:function(){return window.innerWidth||document.documentElement.clientWidth||document.body.clientWidth}}]),e}(),V=function(){function e(){var i=this,n=arguments.length>0&&void 0!==arguments[0]?arguments[0]:{};t(this,e);var s=n.dragEl,l=n.toleranceX,o=void 0===l?40:l,r=n.toleranceY,a=void 0===r?65:r,h=n.slide,d=void 0===h?null:h,c=n.instance,u=void 0===c?null:c;this.el=s,this.active=!1,this.dragging=!1,this.currentX=null,this.currentY=null,this.initialX=null,this.initialY=null,this.xOffset=0,this.yOffset=0,this.direction=null,this.lastDirection=null,this.toleranceX=o,this.toleranceY=a,this.toleranceReached=!1,this.dragContainer=this.el,this.slide=d,this.instance=u,this.el.addEventListener("mousedown",(function(e){return i.dragStart(e)}),!1),this.el.addEventListener("mouseup",(function(e){return i.dragEnd(e)}),!1),this.el.addEventListener("mousemove",(function(e){return i.drag(e)}),!1)}return n(e,[{key:"dragStart",value:function(e){if(this.slide.classList.contains("zoomed"))this.active=!1;else{"touchstart"===e.type?(this.initialX=e.touches[0].clientX-this.xOffset,this.initialY=e.touches[0].clientY-this.yOffset):(this.initialX=e.clientX-this.xOffset,this.initialY=e.clientY-this.yOffset);var t=e.target.nodeName.toLowerCase();e.target.classList.contains("nodrag")||u(e.target,".nodrag")||-1!==["input","select","textarea","button","a"].indexOf(t)?this.active=!1:(e.preventDefault(),(e.target===this.el||"img"!==t&&u(e.target,".gslide-inline"))&&(this.active=!0,this.el.classList.add("dragging"),this.dragContainer=u(e.target,".ginner-container")))}}},{key:"dragEnd",value:function(e){var t=this;e&&e.preventDefault(),this.initialX=0,this.initialY=0,this.currentX=null,this.currentY=null,this.initialX=null,this.initialY=null,this.xOffset=0,this.yOffset=0,this.active=!1,this.doSlideChange&&(this.instance.preventOutsideClick=!0,"right"==this.doSlideChange&&this.instance.prevSlide(),"left"==this.doSlideChange&&this.instance.nextSlide()),this.doSlideClose&&this.instance.close(),this.toleranceReached||this.setTranslate(this.dragContainer,0,0,!0),setTimeout((function(){t.instance.preventOutsideClick=!1,t.toleranceReached=!1,t.lastDirection=null,t.dragging=!1,t.el.isDragging=!1,t.el.classList.remove("dragging"),t.slide.classList.remove("dragging-nav"),t.dragContainer.style.transform="",t.dragContainer.style.transition=""}),100)}},{key:"drag",value:function(e){if(this.active){e.preventDefault(),this.slide.classList.add("dragging-nav"),"touchmove"===e.type?(this.currentX=e.touches[0].clientX-this.initialX,this.currentY=e.touches[0].clientY-this.initialY):(this.currentX=e.clientX-this.initialX,this.currentY=e.clientY-this.initialY),this.xOffset=this.currentX,this.yOffset=this.currentY,this.el.isDragging=!0,this.dragging=!0,this.doSlideChange=!1,this.doSlideClose=!1;var t=Math.abs(this.currentX),i=Math.abs(this.currentY);if(t>0&&t>=Math.abs(this.currentY)&&(!this.lastDirection||"x"==this.lastDirection)){this.yOffset=0,this.lastDirection="x",this.setTranslate(this.dragContainer,this.currentX,0);var n=this.shouldChange();if(!this.instance.settings.dragAutoSnap&&n&&(this.doSlideChange=n),this.instance.settings.dragAutoSnap&&n)return this.instance.preventOutsideClick=!0,this.toleranceReached=!0,this.active=!1,this.instance.preventOutsideClick=!0,this.dragEnd(null),"right"==n&&this.instance.prevSlide(),void("left"==n&&this.instance.nextSlide())}if(this.toleranceY>0&&i>0&&i>=t&&(!this.lastDirection||"y"==this.lastDirection)){this.xOffset=0,this.lastDirection="y",this.setTranslate(this.dragContainer,0,this.currentY);var s=this.shouldClose();return!this.instance.settings.dragAutoSnap&&s&&(this.doSlideClose=!0),void(this.instance.settings.dragAutoSnap&&s&&this.instance.close())}}}},{key:"shouldChange",value:function(){var e=!1;if(Math.abs(this.currentX)>=this.toleranceX){var t=this.currentX>0?"right":"left";("left"==t&&this.slide!==this.slide.parentNode.lastChild||"right"==t&&this.slide!==this.slide.parentNode.firstChild)&&(e=t)}return e}},{key:"shouldClose",value:function(){var e=!1;return Math.abs(this.currentY)>=this.toleranceY&&(e=!0),e}},{key:"setTranslate",value:function(e,t,i){var n=arguments.length>3&&void 0!==arguments[3]&&arguments[3];e.style.transition=n?"all .2s ease":"",e.style.transform="translate3d(".concat(t,"px, ").concat(i,"px, 0)")}}]),e}();function j(e,t,i,n){var s=e.querySelector(".gslide-media"),l=new Image,o="gSlideTitle_"+i,r="gSlideDesc_"+i;l.addEventListener("load",(function(){T(n)&&n()}),!1),l.src=t.href,""!=t.sizes&&""!=t.srcset&&(l.sizes=t.sizes,l.srcset=t.srcset),l.alt="",I(t.alt)||""===t.alt||(l.alt=t.alt),""!==t.title&&l.setAttribute("aria-labelledby",o),""!==t.description&&l.setAttribute("aria-describedby",r),t.hasOwnProperty("_hasCustomWidth")&&t._hasCustomWidth&&(l.style.width=t.width),t.hasOwnProperty("_hasCustomHeight")&&t._hasCustomHeight&&(l.style.height=t.height),s.insertBefore(l,s.firstChild)}function F(e,t,i,n){var s=this,l=e.querySelector(".ginner-container"),o="gvideo"+i,r=e.querySelector(".gslide-media"),a=this.getAllPlayers();h(l,"gvideo-container"),r.insertBefore(m('<div class="gvideo-wrapper"></div>'),r.firstChild);var d=e.querySelector(".gvideo-wrapper");S(this.settings.plyr.css,"Plyr");var c=t.href,u=location.protocol.replace(":",""),g="",v="",f=!1;"file"==u&&(u="http"),r.style.maxWidth=t.width,S(this.settings.plyr.js,"Plyr",(function(){if(c.match(/vimeo\.com\/([0-9]*)/)){var l=/vimeo.*\/(\d+)/i.exec(c);g="vimeo",v=l[1]}if(c.match(/(youtube\.com|youtube-nocookie\.com)\/watch\?v=([a-zA-Z0-9\-_]+)/)||c.match(/youtu\.be\/([a-zA-Z0-9\-_]+)/)||c.match(/(youtube\.com|youtube-nocookie\.com)\/embed\/([a-zA-Z0-9\-_]+)/)){var r=function(e){var t="";t=void 0!==(e=e.replace(/(>|<)/gi,"").split(/(vi\/|v=|\/v\/|youtu\.be\/|\/embed\/)/))[2]?(t=e[2].split(/[^0-9a-z_\-]/i))[0]:e;return t}(c);g="youtube",v=r}if(null!==c.match(/\.(mp4|ogg|webm|mov)$/)){g="local";var u='<video id="'+o+'" ';u+='style="background:#000; max-width: '.concat(t.width,';" '),u+='preload="metadata" ',u+='x-webkit-airplay="allow" ',u+="playsinline ",u+="controls ",u+='class="gvideo-local">';var p=c.toLowerCase().split(".").pop(),y={mp4:"",ogg:"",webm:""};for(var x in y[p="mov"==p?"mp4":p]=c,y)if(y.hasOwnProperty(x)){var S=y[x];t.hasOwnProperty(x)&&(S=t[x]),""!==S&&(u+='<source src="'.concat(S,'" type="video/').concat(x,'">'))}f=m(u+="</video>")}var w=f||m('<div id="'.concat(o,'" data-plyr-provider="').concat(g,'" data-plyr-embed-id="').concat(v,'"></div>'));h(d,"".concat(g,"-video gvideo")),d.appendChild(w),d.setAttribute("data-id",o),d.setAttribute("data-index",i);var C=O(s.settings.plyr,"config")?s.settings.plyr.config:{},k=new Plyr("#"+o,C);k.on("ready",(function(e){var t=e.detail.plyr;a[o]=t,T(n)&&n()})),b((function(){return e.querySelector("iframe")&&"true"==e.querySelector("iframe").dataset.ready}),(function(){s.resize(e)})),k.on("enterfullscreen",R),k.on("exitfullscreen",R)}))}function R(e){var t=u(e.target,".gslide-media");"enterfullscreen"==e.type&&h(t,"fullscreen"),"exitfullscreen"==e.type&&d(t,"fullscreen")}function G(e,t,i,n){var 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t=e;if(null!==(e=e.toLowerCase()).match(/\.(jpeg|jpg|jpe|gif|png|apn|webp|avif|svg)/))return"image";if(e.match(/(youtube\.com|youtube-nocookie\.com)\/watch\?v=([a-zA-Z0-9\-_]+)/)||e.match(/youtu\.be\/([a-zA-Z0-9\-_]+)/)||e.match(/(youtube\.com|youtube-nocookie\.com)\/embed\/([a-zA-Z0-9\-_]+)/))return"video";if(e.match(/vimeo\.com\/([0-9]*)/))return"video";if(null!==e.match(/\.(mp4|ogg|webm|mov)/))return"video";if(null!==e.match(/\.(mp3|wav|wma|aac|ogg)/))return"audio";if(e.indexOf("#")>-1&&""!==t.split("#").pop().trim())return"inline";return e.indexOf("goajax=true")>-1?"ajax":"external"}},{key:"parseConfig",value:function(e,t){var i=this,n=l({descPosition:t.descPosition},this.defaults);if(L(e)&&!k(e)){O(e,"type")||(O(e,"content")&&e.content?e.type="inline":O(e,"href")&&(e.type=this.sourceType(e.href)));var s=l(n,e);return this.setSize(s,t),s}var r="",a=e.getAttribute("data-glightbox"),h=e.nodeName.toLowerCase();if("a"===h&&(r=e.href),"img"===h&&(r=e.src,n.alt=e.alt),n.href=r,o(n,(function(s,l){O(t,l)&&"width"!==l&&(n[l]=t[l]);var o=e.dataset[l];I(o)||(n[l]=i.sanitizeValue(o))})),n.content&&(n.type="inline"),!n.type&&r&&(n.type=this.sourceType(r)),I(a)){if(!n.title&&"a"==h){var d=e.title;I(d)||""===d||(n.title=d)}if(!n.title&&"img"==h){var c=e.alt;I(c)||""===c||(n.title=c)}}else{var u=[];o(n,(function(e,t){u.push(";\\s?"+t)})),u=u.join("\\s?:|"),""!==a.trim()&&o(n,(function(e,t){var s=a,l=new RegExp("s?"+t+"s?:s?(.*?)("+u+"s?:|$)"),o=s.match(l);if(o&&o.length&&o[1]){var r=o[1].trim().replace(/;\s*$/,"");n[t]=i.sanitizeValue(r)}}))}if(n.description&&"."===n.description.substring(0,1)){var g;try{g=document.querySelector(n.description).innerHTML}catch(e){if(!(e instanceof DOMException))throw e}g&&(n.description=g)}if(!n.description){var v=e.querySelector(".glightbox-desc");v&&(n.description=v.innerHTML)}return this.setSize(n,t,e),this.slideConfig=n,n}},{key:"setSize",value:function(e,t){var i=arguments.length>2&&void 0!==arguments[2]?arguments[2]:null,n="video"==e.type?this.checkSize(t.videosWidth):this.checkSize(t.width),s=this.checkSize(t.height);return e.width=O(e,"width")&&""!==e.width?this.checkSize(e.width):n,e.height=O(e,"height")&&""!==e.height?this.checkSize(e.height):s,i&&"image"==e.type&&(e._hasCustomWidth=!!i.dataset.width,e._hasCustomHeight=!!i.dataset.height),e}},{key:"checkSize",value:function(e){return M(e)?"".concat(e,"px"):e}},{key:"sanitizeValue",value:function(e){return"true"!==e&&"false"!==e?e:"true"===e}}]),e}(),U=function(){function e(i,n,s){t(this,e),this.element=i,this.instance=n,this.index=s}return n(e,[{key:"setContent",value:function(){var e=this,t=arguments.length>0&&void 0!==arguments[0]?arguments[0]:null,i=arguments.length>1&&void 0!==arguments[1]&&arguments[1];if(c(t,"loaded"))return!1;var n=this.instance.settings,s=this.slideConfig,l=w();T(n.beforeSlideLoad)&&n.beforeSlideLoad({index:this.index,slide:t,player:!1});var o=s.type,r=s.descPosition,a=t.querySelector(".gslide-media"),d=t.querySelector(".gslide-title"),u=t.querySelector(".gslide-desc"),g=t.querySelector(".gdesc-inner"),v=i,f="gSlideTitle_"+this.index,p="gSlideDesc_"+this.index;if(T(n.afterSlideLoad)&&(v=function(){T(i)&&i(),n.afterSlideLoad({index:e.index,slide:t,player:e.instance.getSlidePlayerInstance(e.index)})}),""==s.title&&""==s.description?g&&g.parentNode.parentNode.removeChild(g.parentNode):(d&&""!==s.title?(d.id=f,d.innerHTML=s.title):d.parentNode.removeChild(d),u&&""!==s.description?(u.id=p,l&&n.moreLength>0?(s.smallDescription=this.slideShortDesc(s.description,n.moreLength,n.moreText),u.innerHTML=s.smallDescription,this.descriptionEvents(u,s)):u.innerHTML=s.description):u.parentNode.removeChild(u),h(a.parentNode,"desc-".concat(r)),h(g.parentNode,"description-".concat(r))),h(a,"gslide-".concat(o)),h(t,"loaded"),"video"!==o){if("external"!==o)return"inline"===o?(G.apply(this.instance,[t,s,this.index,v]),void(s.draggable&&new V({dragEl:t.querySelector(".gslide-inline"),toleranceX:n.dragToleranceX,toleranceY:n.dragToleranceY,slide:t,instance:this.instance}))):void("image"!==o?T(v)&&v():j(t,s,this.index,(function(){var i=t.querySelector("img");s.draggable&&new V({dragEl:i,toleranceX:n.dragToleranceX,toleranceY:n.dragToleranceY,slide:t,instance:e.instance}),s.zoomable&&i.naturalWidth>i.offsetWidth&&(h(i,"zoomable"),new H(i,t,(function(){e.instance.resize()}))),T(v)&&v()})));Z.apply(this,[t,s,this.index,v])}else F.apply(this.instance,[t,s,this.index,v])}},{key:"slideShortDesc",value:function(e){var t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:50,i=arguments.length>2&&void 0!==arguments[2]&&arguments[2],n=document.createElement("div");n.innerHTML=e;var s=n.innerText,l=i;if((e=s.trim()).length<=t)return e;var o=e.substr(0,t-1);return l?(n=null,o+'... <a href="#" class="desc-more">'+i+"</a>"):o}},{key:"descriptionEvents",value:function(e,t){var i=this,n=e.querySelector(".desc-more");if(!n)return!1;a("click",{onElement:n,withCallback:function(e,n){e.preventDefault();var s=document.body,l=u(n,".gslide-desc");if(!l)return!1;l.innerHTML=t.description,h(s,"gdesc-open");var o=a("click",{onElement:[s,u(l,".gslide-description")],withCallback:function(e,n){"a"!==e.target.nodeName.toLowerCase()&&(d(s,"gdesc-open"),h(s,"gdesc-closed"),l.innerHTML=t.smallDescription,i.descriptionEvents(l,t),setTimeout((function(){d(s,"gdesc-closed")}),400),o.destroy())}})}})}},{key:"create",value:function(){return m(this.instance.settings.slideHTML)}},{key:"getConfig",value:function(){k(this.element)||this.element.hasOwnProperty("draggable")||(this.element.draggable=this.instance.settings.draggable);var e=new $(this.instance.settings.slideExtraAttributes);return this.slideConfig=e.parseConfig(this.element,this.instance.settings),this.slideConfig}}]),e}(),J=w(),K=null!==w()||void 0!==document.createTouch||"ontouchstart"in window||"onmsgesturechange"in window||navigator.msMaxTouchPoints,Q=document.getElementsByTagName("html")[0],ee={selector:".glightbox",elements:null,skin:"clean",theme:"clean",closeButton:!0,startAt:null,autoplayVideos:!0,autofocusVideos:!0,descPosition:"bottom",width:"900px",height:"506px",videosWidth:"960px",beforeSlideChange:null,afterSlideChange:null,beforeSlideLoad:null,afterSlideLoad:null,slideInserted:null,slideRemoved:null,slideExtraAttributes:null,onOpen:null,onClose:null,loop:!1,zoomable:!0,draggable:!0,dragAutoSnap:!1,dragToleranceX:40,dragToleranceY:65,preload:!0,oneSlidePerOpen:!1,touchNavigation:!0,touchFollowAxis:!0,keyboardNavigation:!0,closeOnOutsideClick:!0,plugins:!1,plyr:{css:"https://cdn.plyr.io/3.6.8/plyr.css",js:"https://cdn.plyr.io/3.6.8/plyr.js",config:{ratio:"16:9",fullscreen:{enabled:!0,iosNative:!0},youtube:{noCookie:!0,rel:0,showinfo:0,iv_load_policy:3},vimeo:{byline:!1,portrait:!1,title:!1,transparent:!1}}},openEffect:"zoom",closeEffect:"zoom",slideEffect:"slide",moreText:"See more",moreLength:60,cssEfects:{fade:{in:"fadeIn",out:"fadeOut"},zoom:{in:"zoomIn",out:"zoomOut"},slide:{in:"slideInRight",out:"slideOutLeft"},slideBack:{in:"slideInLeft",out:"slideOutRight"},none:{in:"none",out:"none"}},svg:{close:'<svg version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px" viewBox="0 0 512 512" xml:space="preserve"><g><g><path d="M505.943,6.058c-8.077-8.077-21.172-8.077-29.249,0L6.058,476.693c-8.077,8.077-8.077,21.172,0,29.249C10.096,509.982,15.39,512,20.683,512c5.293,0,10.586-2.019,14.625-6.059L505.943,35.306C514.019,27.23,514.019,14.135,505.943,6.058z"/></g></g><g><g><path d="M505.942,476.694L35.306,6.059c-8.076-8.077-21.172-8.077-29.248,0c-8.077,8.076-8.077,21.171,0,29.248l470.636,470.636c4.038,4.039,9.332,6.058,14.625,6.058c5.293,0,10.587-2.019,14.624-6.057C514.018,497.866,514.018,484.771,505.942,476.694z"/></g></g></svg>',next:'<svg version="1.1" xmlns="http://www.w3.org/2000/svg" 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class="gdesc-inner">\n                    <h4 class="gslide-title"></h4>\n                    <div class="gslide-desc"></div>\n                </div>\n            </div>\n        </div>\n    </div>\n</div>',lightboxHTML:'<div id="glightbox-body" class="glightbox-container" tabindex="-1" role="dialog" aria-hidden="false">\n    <div class="gloader visible"></div>\n    <div class="goverlay"></div>\n    <div class="gcontainer">\n    <div id="glightbox-slider" class="gslider"></div>\n    <button class="gclose gbtn" aria-label="Close" data-taborder="3">{closeSVG}</button>\n    <button class="gprev gbtn" aria-label="Previous" data-taborder="2">{prevSVG}</button>\n    <button class="gnext gbtn" aria-label="Next" data-taborder="1">{nextSVG}</button>\n</div>\n</div>'},te=function(){function e(){var i=arguments.length>0&&void 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n=e.getAttribute("data-gallery");n&&(this.fullElementsList=this.elements,this.elements=this.getGalleryElements(this.elements,n)),I(i)&&(i=this.getElementIndex(e))<0&&(i=0)}M(i)||(i=0),this.build(),g(this.overlay,"none"==this.settings.openEffect?"none":this.settings.cssEfects.fade.in);var s=document.body,l=window.innerWidth-document.documentElement.clientWidth;if(l>0){var o=document.createElement("style");o.type="text/css",o.className="gcss-styles",o.innerText=".gscrollbar-fixer {margin-right: 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n=this.slidesContainer.querySelector(".current");n&&d(n,"current"),this.slideAnimateOut();var s=this.slidesContainer.querySelectorAll(".gslide")[t];if(c(s,"loaded"))this.slideAnimateIn(s,i),p(this.loader);else{f(this.loader);var l=this.elements[t],o={index:this.index,slide:s,slideNode:s,slideConfig:l.slideConfig,slideIndex:this.index,trigger:l.node,player:null};this.trigger("slide_before_load",o),l.instance.setContent(s,(function(){p(e.loader),e.resize(),e.slideAnimateIn(s,i),e.trigger("slide_after_load",o)}))}this.slideDescription=s.querySelector(".gslide-description"),this.slideDescriptionContained=this.slideDescription&&c(this.slideDescription.parentNode,"gslide-media"),this.settings.preload&&(this.preloadSlide(t+1),this.preloadSlide(t-1)),this.updateNavigationClasses(),this.activeSlide=s}},{key:"preloadSlide",value:function(e){var t=this;if(e<0||e>this.elements.length-1)return!1;if(I(this.elements[e]))return!1;var i=this.slidesContainer.querySelectorAll(".gslide")[e];if(c(i,"loaded"))return!1;var n=this.elements[e],s=n.type,l={index:e,slide:i,slideNode:i,slideConfig:n.slideConfig,slideIndex:e,trigger:n.node,player:null};this.trigger("slide_before_load",l),"video"==s||"external"==s?setTimeout((function(){n.instance.setContent(i,(function(){t.trigger("slide_after_load",l)}))}),200):n.instance.setContent(i,(function(){t.trigger("slide_after_load",l)}))}},{key:"prevSlide",value:function(){this.goToSlide(this.index-1)}},{key:"nextSlide",value:function(){this.goToSlide(this.index+1)}},{key:"goToSlide",value:function(){var e=arguments.length>0&&void 0!==arguments[0]&&arguments[0];if(this.prevActiveSlide=this.activeSlide,this.prevActiveSlideIndex=this.index,!this.loop()&&(e<0||e>this.elements.length-1))return!1;e<0?e=this.elements.length-1:e>=this.elements.length&&(e=0),this.showSlide(e)}},{key:"insertSlide",value:function(){var e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:{},t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:-1;t<0&&(t=this.elements.length);var i=new U(e,this,t),n=i.getConfig(),s=l({},n),o=i.create(),r=this.elements.length-1;s.index=t,s.node=!1,s.instance=i,s.slideConfig=n,this.elements.splice(t,0,s);var a=null,h=null;if(this.slidesContainer){if(t>r)this.slidesContainer.appendChild(o);else{var d=this.slidesContainer.querySelectorAll(".gslide")[t];this.slidesContainer.insertBefore(o,d)}(this.settings.preload&&0==this.index&&0==t||this.index-1==t||this.index+1==t)&&this.preloadSlide(t),0==this.index&&0==t&&(this.index=1),this.updateNavigationClasses(),a=this.slidesContainer.querySelectorAll(".gslide")[t],h=this.getSlidePlayerInstance(t),s.slideNode=a}this.trigger("slide_inserted",{index:t,slide:a,slideNode:a,slideConfig:n,slideIndex:t,trigger:null,player:h}),T(this.settings.slideInserted)&&this.settings.slideInserted({index:t,slide:a,player:h})}},{key:"removeSlide",value:function(){var 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diff --git a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.ar.min.js b/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.ar.min.js
deleted file mode 100644
index 9b06c26c1f..0000000000
--- a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.ar.min.js
+++ /dev/null
@@ -1 +0,0 @@
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diff --git a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.da.min.js b/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.da.min.js
deleted file mode 100644
index b9d8509865..0000000000
--- a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.da.min.js
+++ /dev/null
@@ -1,18 +0,0 @@
-/*!
- * Lunr languages, `Danish` language
- * https://github.com/MihaiValentin/lunr-languages
- *
- * Copyright 2014, Mihai Valentin
- * http://www.mozilla.org/MPL/
- */
-/*!
- * based on
- * Snowball JavaScript Library v0.3
- * http://code.google.com/p/urim/
- * http://snowball.tartarus.org/
- *
- * Copyright 2010, Oleg Mazko
- * http://www.mozilla.org/MPL/
- */
-
-!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.da=function(){this.pipeline.reset(),this.pipeline.add(e.da.trimmer,e.da.stopWordFilter,e.da.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.da.stemmer))},e.da.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",e.da.trimmer=e.trimmerSupport.generateTrimmer(e.da.wordCharacters),e.Pipeline.registerFunction(e.da.trimmer,"trimmer-da"),e.da.stemmer=function(){var r=e.stemmerSupport.Among,i=e.stemmerSupport.SnowballProgram,n=new function(){function e(){var e,r=f.cursor+3;if(d=f.limit,0<=r&&r<=f.limit){for(a=r;;){if(e=f.cursor,f.in_grouping(w,97,248)){f.cursor=e;break}if(f.cursor=e,e>=f.limit)return;f.cursor++}for(;!f.out_grouping(w,97,248);){if(f.cursor>=f.limit)return;f.cursor++}d=f.cursor,d<a&&(d=a)}}function n(){var e,r;if(f.cursor>=d&&(r=f.limit_backward,f.limit_backward=d,f.ket=f.cursor,e=f.find_among_b(c,32),f.limit_backward=r,e))switch(f.bra=f.cursor,e){case 1:f.slice_del();break;case 2:f.in_grouping_b(p,97,229)&&f.slice_del()}}function t(){var e,r=f.limit-f.cursor;f.cursor>=d&&(e=f.limit_backward,f.limit_backward=d,f.ket=f.cursor,f.find_among_b(l,4)?(f.bra=f.cursor,f.limit_backward=e,f.cursor=f.limit-r,f.cursor>f.limit_backward&&(f.cursor--,f.bra=f.cursor,f.slice_del())):f.limit_backward=e)}function s(){var e,r,i,n=f.limit-f.cursor;if(f.ket=f.cursor,f.eq_s_b(2,"st")&&(f.bra=f.cursor,f.eq_s_b(2,"ig")&&f.slice_del()),f.cursor=f.limit-n,f.cursor>=d&&(r=f.limit_backward,f.limit_backward=d,f.ket=f.cursor,e=f.find_among_b(m,5),f.limit_backward=r,e))switch(f.bra=f.cursor,e){case 1:f.slice_del(),i=f.limit-f.cursor,t(),f.cursor=f.limit-i;break;case 2:f.slice_from("løs")}}function o(){var e;f.cursor>=d&&(e=f.limit_backward,f.limit_backward=d,f.ket=f.cursor,f.out_grouping_b(w,97,248)?(f.bra=f.cursor,u=f.slice_to(u),f.limit_backward=e,f.eq_v_b(u)&&f.slice_del()):f.limit_backward=e)}var a,d,u,c=[new r("hed",-1,1),new r("ethed",0,1),new r("ered",-1,1),new r("e",-1,1),new r("erede",3,1),new r("ende",3,1),new r("erende",5,1),new r("ene",3,1),new r("erne",3,1),new r("ere",3,1),new r("en",-1,1),new r("heden",10,1),new r("eren",10,1),new r("er",-1,1),new r("heder",13,1),new r("erer",13,1),new r("s",-1,2),new r("heds",16,1),new r("es",16,1),new r("endes",18,1),new r("erendes",19,1),new r("enes",18,1),new r("ernes",18,1),new r("eres",18,1),new r("ens",16,1),new r("hedens",24,1),new r("erens",24,1),new r("ers",16,1),new r("ets",16,1),new r("erets",28,1),new r("et",-1,1),new r("eret",30,1)],l=[new r("gd",-1,-1),new r("dt",-1,-1),new r("gt",-1,-1),new r("kt",-1,-1)],m=[new r("ig",-1,1),new r("lig",0,1),new r("elig",1,1),new r("els",-1,1),new r("løst",-1,2)],w=[17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,48,0,128],p=[239,254,42,3,0,0,0,0,0,0,0,0,0,0,0,0,16],f=new i;this.setCurrent=function(e){f.setCurrent(e)},this.getCurrent=function(){return f.getCurrent()},this.stem=function(){var r=f.cursor;return e(),f.limit_backward=r,f.cursor=f.limit,n(),f.cursor=f.limit,t(),f.cursor=f.limit,s(),f.cursor=f.limit,o(),!0}};return function(e){return"function"==typeof e.update?e.update(function(e){return n.setCurrent(e),n.stem(),n.getCurrent()}):(n.setCurrent(e),n.stem(),n.getCurrent())}}(),e.Pipeline.registerFunction(e.da.stemmer,"stemmer-da"),e.da.stopWordFilter=e.generateStopWordFilter("ad af alle alt anden at blev blive bliver da de dem den denne der deres det dette dig din disse dog du efter eller en end er et for fra ham han hans har havde have hende hendes her hos hun hvad hvis hvor i ikke ind jeg jer jo kunne man mange med meget men mig min mine mit mod ned noget nogle nu når og også om op os over på selv sig sin sine sit skal skulle som sådan thi til ud under var vi vil ville vor være været".split(" ")),e.Pipeline.registerFunction(e.da.stopWordFilter,"stopWordFilter-da")}});
\ No newline at end of file
diff --git a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.de.min.js b/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.de.min.js
deleted file mode 100644
index f3b5c108c9..0000000000
--- a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.de.min.js
+++ /dev/null
@@ -1,18 +0,0 @@
-/*!
- * Lunr languages, `German` language
- * https://github.com/MihaiValentin/lunr-languages
- *
- * Copyright 2014, Mihai Valentin
- * http://www.mozilla.org/MPL/
- */
-/*!
- * based on
- * Snowball JavaScript Library v0.3
- * http://code.google.com/p/urim/
- * http://snowball.tartarus.org/
- *
- * Copyright 2010, Oleg Mazko
- * http://www.mozilla.org/MPL/
- */
-
-!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.de=function(){this.pipeline.reset(),this.pipeline.add(e.de.trimmer,e.de.stopWordFilter,e.de.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.de.stemmer))},e.de.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",e.de.trimmer=e.trimmerSupport.generateTrimmer(e.de.wordCharacters),e.Pipeline.registerFunction(e.de.trimmer,"trimmer-de"),e.de.stemmer=function(){var r=e.stemmerSupport.Among,n=e.stemmerSupport.SnowballProgram,i=new function(){function e(e,r,n){return!(!v.eq_s(1,e)||(v.ket=v.cursor,!v.in_grouping(p,97,252)))&&(v.slice_from(r),v.cursor=n,!0)}function i(){for(var r,n,i,s,t=v.cursor;;)if(r=v.cursor,v.bra=r,v.eq_s(1,"ß"))v.ket=v.cursor,v.slice_from("ss");else{if(r>=v.limit)break;v.cursor=r+1}for(v.cursor=t;;)for(n=v.cursor;;){if(i=v.cursor,v.in_grouping(p,97,252)){if(s=v.cursor,v.bra=s,e("u","U",i))break;if(v.cursor=s,e("y","Y",i))break}if(i>=v.limit)return void(v.cursor=n);v.cursor=i+1}}function s(){for(;!v.in_grouping(p,97,252);){if(v.cursor>=v.limit)return!0;v.cursor++}for(;!v.out_grouping(p,97,252);){if(v.cursor>=v.limit)return!0;v.cursor++}return!1}function t(){m=v.limit,l=m;var e=v.cursor+3;0<=e&&e<=v.limit&&(d=e,s()||(m=v.cursor,m<d&&(m=d),s()||(l=v.cursor)))}function o(){for(var e,r;;){if(r=v.cursor,v.bra=r,!(e=v.find_among(h,6)))return;switch(v.ket=v.cursor,e){case 1:v.slice_from("y");break;case 2:case 5:v.slice_from("u");break;case 3:v.slice_from("a");break;case 4:v.slice_from("o");break;case 6:if(v.cursor>=v.limit)return;v.cursor++}}}function c(){return m<=v.cursor}function u(){return l<=v.cursor}function a(){var e,r,n,i,s=v.limit-v.cursor;if(v.ket=v.cursor,(e=v.find_among_b(w,7))&&(v.bra=v.cursor,c()))switch(e){case 1:v.slice_del();break;case 2:v.slice_del(),v.ket=v.cursor,v.eq_s_b(1,"s")&&(v.bra=v.cursor,v.eq_s_b(3,"nis")&&v.slice_del());break;case 3:v.in_grouping_b(g,98,116)&&v.slice_del()}if(v.cursor=v.limit-s,v.ket=v.cursor,(e=v.find_among_b(f,4))&&(v.bra=v.cursor,c()))switch(e){case 1:v.slice_del();break;case 2:if(v.in_grouping_b(k,98,116)){var t=v.cursor-3;v.limit_backward<=t&&t<=v.limit&&(v.cursor=t,v.slice_del())}}if(v.cursor=v.limit-s,v.ket=v.cursor,(e=v.find_among_b(_,8))&&(v.bra=v.cursor,u()))switch(e){case 1:v.slice_del(),v.ket=v.cursor,v.eq_s_b(2,"ig")&&(v.bra=v.cursor,r=v.limit-v.cursor,v.eq_s_b(1,"e")||(v.cursor=v.limit-r,u()&&v.slice_del()));break;case 2:n=v.limit-v.cursor,v.eq_s_b(1,"e")||(v.cursor=v.limit-n,v.slice_del());break;case 3:if(v.slice_del(),v.ket=v.cursor,i=v.limit-v.cursor,!v.eq_s_b(2,"er")&&(v.cursor=v.limit-i,!v.eq_s_b(2,"en")))break;v.bra=v.cursor,c()&&v.slice_del();break;case 4:v.slice_del(),v.ket=v.cursor,e=v.find_among_b(b,2),e&&(v.bra=v.cursor,u()&&1==e&&v.slice_del())}}var d,l,m,h=[new r("",-1,6),new r("U",0,2),new r("Y",0,1),new r("ä",0,3),new r("ö",0,4),new r("ü",0,5)],w=[new r("e",-1,2),new r("em",-1,1),new r("en",-1,2),new r("ern",-1,1),new r("er",-1,1),new r("s",-1,3),new r("es",5,2)],f=[new r("en",-1,1),new r("er",-1,1),new r("st",-1,2),new r("est",2,1)],b=[new r("ig",-1,1),new r("lich",-1,1)],_=[new r("end",-1,1),new r("ig",-1,2),new r("ung",-1,1),new r("lich",-1,3),new r("isch",-1,2),new r("ik",-1,2),new r("heit",-1,3),new r("keit",-1,4)],p=[17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,8,0,32,8],g=[117,30,5],k=[117,30,4],v=new n;this.setCurrent=function(e){v.setCurrent(e)},this.getCurrent=function(){return v.getCurrent()},this.stem=function(){var e=v.cursor;return i(),v.cursor=e,t(),v.limit_backward=e,v.cursor=v.limit,a(),v.cursor=v.limit_backward,o(),!0}};return function(e){return"function"==typeof e.update?e.update(function(e){return i.setCurrent(e),i.stem(),i.getCurrent()}):(i.setCurrent(e),i.stem(),i.getCurrent())}}(),e.Pipeline.registerFunction(e.de.stemmer,"stemmer-de"),e.de.stopWordFilter=e.generateStopWordFilter("aber alle allem allen aller alles als also am an ander andere anderem anderen anderer anderes anderm andern anderr anders auch auf aus bei bin bis bist da damit dann das dasselbe dazu daß dein deine deinem deinen deiner deines dem demselben den denn denselben der derer derselbe derselben des desselben dessen dich die dies diese dieselbe dieselben diesem diesen dieser dieses dir doch dort du durch ein eine einem einen einer eines einig einige einigem einigen einiger einiges einmal er es etwas euch euer eure eurem euren eurer eures für gegen gewesen hab habe haben hat hatte hatten hier hin hinter ich ihm ihn ihnen ihr ihre ihrem ihren ihrer ihres im in indem ins ist jede jedem jeden jeder jedes jene jenem jenen jener jenes jetzt kann kein keine keinem keinen keiner keines können könnte machen man manche manchem manchen mancher manches mein meine meinem meinen meiner meines mich mir mit muss musste nach nicht nichts noch nun nur ob oder ohne sehr sein seine seinem seinen seiner seines selbst sich sie sind so solche solchem solchen solcher solches soll sollte sondern sonst um und uns unse unsem unsen unser unses unter viel vom von vor war waren warst was weg weil weiter welche welchem welchen welcher welches wenn werde werden wie wieder will wir wird wirst wo wollen wollte während würde würden zu zum zur zwar zwischen über".split(" ")),e.Pipeline.registerFunction(e.de.stopWordFilter,"stopWordFilter-de")}});
\ No newline at end of file
diff --git a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.du.min.js b/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.du.min.js
deleted file mode 100644
index 49a0f3f0ac..0000000000
--- a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.du.min.js
+++ /dev/null
@@ -1,18 +0,0 @@
-/*!
- * Lunr languages, `Dutch` language
- * https://github.com/MihaiValentin/lunr-languages
- *
- * Copyright 2014, Mihai Valentin
- * http://www.mozilla.org/MPL/
- */
-/*!
- * based on
- * Snowball JavaScript Library v0.3
- * http://code.google.com/p/urim/
- * http://snowball.tartarus.org/
- *
- * Copyright 2010, Oleg Mazko
- * http://www.mozilla.org/MPL/
- */
-
-!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");console.warn('[Lunr Languages] Please use the "nl" instead of the "du". The "nl" code is the standard code for Dutch language, and "du" will be removed in the next major versions.'),e.du=function(){this.pipeline.reset(),this.pipeline.add(e.du.trimmer,e.du.stopWordFilter,e.du.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.du.stemmer))},e.du.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",e.du.trimmer=e.trimmerSupport.generateTrimmer(e.du.wordCharacters),e.Pipeline.registerFunction(e.du.trimmer,"trimmer-du"),e.du.stemmer=function(){var r=e.stemmerSupport.Among,i=e.stemmerSupport.SnowballProgram,n=new function(){function e(){for(var e,r,i,o=C.cursor;;){if(C.bra=C.cursor,e=C.find_among(b,11))switch(C.ket=C.cursor,e){case 1:C.slice_from("a");continue;case 2:C.slice_from("e");continue;case 3:C.slice_from("i");continue;case 4:C.slice_from("o");continue;case 5:C.slice_from("u");continue;case 6:if(C.cursor>=C.limit)break;C.cursor++;continue}break}for(C.cursor=o,C.bra=o,C.eq_s(1,"y")?(C.ket=C.cursor,C.slice_from("Y")):C.cursor=o;;)if(r=C.cursor,C.in_grouping(q,97,232)){if(i=C.cursor,C.bra=i,C.eq_s(1,"i"))C.ket=C.cursor,C.in_grouping(q,97,232)&&(C.slice_from("I"),C.cursor=r);else if(C.cursor=i,C.eq_s(1,"y"))C.ket=C.cursor,C.slice_from("Y"),C.cursor=r;else if(n(r))break}else if(n(r))break}function n(e){return C.cursor=e,e>=C.limit||(C.cursor++,!1)}function o(){_=C.limit,f=_,t()||(_=C.cursor,_<3&&(_=3),t()||(f=C.cursor))}function t(){for(;!C.in_grouping(q,97,232);){if(C.cursor>=C.limit)return!0;C.cursor++}for(;!C.out_grouping(q,97,232);){if(C.cursor>=C.limit)return!0;C.cursor++}return!1}function s(){for(var e;;)if(C.bra=C.cursor,e=C.find_among(p,3))switch(C.ket=C.cursor,e){case 1:C.slice_from("y");break;case 2:C.slice_from("i");break;case 3:if(C.cursor>=C.limit)return;C.cursor++}}function u(){return _<=C.cursor}function c(){return f<=C.cursor}function a(){var e=C.limit-C.cursor;C.find_among_b(g,3)&&(C.cursor=C.limit-e,C.ket=C.cursor,C.cursor>C.limit_backward&&(C.cursor--,C.bra=C.cursor,C.slice_del()))}function l(){var e;w=!1,C.ket=C.cursor,C.eq_s_b(1,"e")&&(C.bra=C.cursor,u()&&(e=C.limit-C.cursor,C.out_grouping_b(q,97,232)&&(C.cursor=C.limit-e,C.slice_del(),w=!0,a())))}function m(){var e;u()&&(e=C.limit-C.cursor,C.out_grouping_b(q,97,232)&&(C.cursor=C.limit-e,C.eq_s_b(3,"gem")||(C.cursor=C.limit-e,C.slice_del(),a())))}function d(){var e,r,i,n,o,t,s=C.limit-C.cursor;if(C.ket=C.cursor,e=C.find_among_b(h,5))switch(C.bra=C.cursor,e){case 1:u()&&C.slice_from("heid");break;case 2:m();break;case 3:u()&&C.out_grouping_b(z,97,232)&&C.slice_del()}if(C.cursor=C.limit-s,l(),C.cursor=C.limit-s,C.ket=C.cursor,C.eq_s_b(4,"heid")&&(C.bra=C.cursor,c()&&(r=C.limit-C.cursor,C.eq_s_b(1,"c")||(C.cursor=C.limit-r,C.slice_del(),C.ket=C.cursor,C.eq_s_b(2,"en")&&(C.bra=C.cursor,m())))),C.cursor=C.limit-s,C.ket=C.cursor,e=C.find_among_b(k,6))switch(C.bra=C.cursor,e){case 1:if(c()){if(C.slice_del(),i=C.limit-C.cursor,C.ket=C.cursor,C.eq_s_b(2,"ig")&&(C.bra=C.cursor,c()&&(n=C.limit-C.cursor,!C.eq_s_b(1,"e")))){C.cursor=C.limit-n,C.slice_del();break}C.cursor=C.limit-i,a()}break;case 2:c()&&(o=C.limit-C.cursor,C.eq_s_b(1,"e")||(C.cursor=C.limit-o,C.slice_del()));break;case 3:c()&&(C.slice_del(),l());break;case 4:c()&&C.slice_del();break;case 5:c()&&w&&C.slice_del()}C.cursor=C.limit-s,C.out_grouping_b(j,73,232)&&(t=C.limit-C.cursor,C.find_among_b(v,4)&&C.out_grouping_b(q,97,232)&&(C.cursor=C.limit-t,C.ket=C.cursor,C.cursor>C.limit_backward&&(C.cursor--,C.bra=C.cursor,C.slice_del())))}var f,_,w,b=[new r("",-1,6),new r("á",0,1),new r("ä",0,1),new r("é",0,2),new r("ë",0,2),new r("í",0,3),new r("ï",0,3),new r("ó",0,4),new r("ö",0,4),new r("ú",0,5),new r("ü",0,5)],p=[new r("",-1,3),new r("I",0,2),new r("Y",0,1)],g=[new r("dd",-1,-1),new r("kk",-1,-1),new r("tt",-1,-1)],h=[new r("ene",-1,2),new r("se",-1,3),new r("en",-1,2),new r("heden",2,1),new r("s",-1,3)],k=[new r("end",-1,1),new r("ig",-1,2),new r("ing",-1,1),new r("lijk",-1,3),new r("baar",-1,4),new r("bar",-1,5)],v=[new r("aa",-1,-1),new r("ee",-1,-1),new r("oo",-1,-1),new r("uu",-1,-1)],q=[17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,128],j=[1,0,0,17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,128],z=[17,67,16,1,0,0,0,0,0,0,0,0,0,0,0,0,128],C=new i;this.setCurrent=function(e){C.setCurrent(e)},this.getCurrent=function(){return C.getCurrent()},this.stem=function(){var r=C.cursor;return e(),C.cursor=r,o(),C.limit_backward=r,C.cursor=C.limit,d(),C.cursor=C.limit_backward,s(),!0}};return function(e){return"function"==typeof e.update?e.update(function(e){return n.setCurrent(e),n.stem(),n.getCurrent()}):(n.setCurrent(e),n.stem(),n.getCurrent())}}(),e.Pipeline.registerFunction(e.du.stemmer,"stemmer-du"),e.du.stopWordFilter=e.generateStopWordFilter(" aan al alles als altijd andere ben bij daar dan dat de der deze die dit doch doen door dus een eens en er ge geen geweest haar had heb hebben heeft hem het hier hij hoe hun iemand iets ik in is ja je kan kon kunnen maar me meer men met mij mijn moet na naar niet niets nog nu of om omdat onder ons ook op over reeds te tegen toch toen tot u uit uw van veel voor want waren was wat werd wezen wie wil worden wordt zal ze zelf zich zij zijn zo zonder zou".split(" ")),e.Pipeline.registerFunction(e.du.stopWordFilter,"stopWordFilter-du")}});
\ No newline at end of file
diff --git a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.el.min.js b/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.el.min.js
deleted file mode 100644
index ace017bd65..0000000000
--- a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.el.min.js
+++ /dev/null
@@ -1 +0,0 @@
-!function(e,t){"function"==typeof define&&define.amd?define(t):"object"==typeof exports?module.exports=t():t()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. 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null!==o&&(s=o[1]+l[o[2]]),null!==(o=/^(.+?)(ΑΔΕΣ|ΑΔΩΝ)$/.exec(s))&&(s=o[1],/(ΟΚ|ΜΑΜ|ΜΑΝ|ΜΠΑΜΠ|ΠΑΤΕΡ|ΓΙΑΓΙ|ΝΤΑΝΤ|ΚΥΡ|ΘΕΙ|ΠΕΘΕΡ|ΜΟΥΣΑΜ|ΚΑΠΛΑΜ|ΠΑΡ|ΨΑΡ|ΤΖΟΥΡ|ΤΑΜΠΟΥΡ|ΓΑΛΑΤ|ΦΑΦΛΑΤ)$/.test(o[1])||(s+="ΑΔ")),null!==(o=/^(.+?)(ΕΔΕΣ|ΕΔΩΝ)$/.exec(s))&&(s=o[1],/(ΟΠ|ΙΠ|ΕΜΠ|ΥΠ|ΓΗΠ|ΔΑΠ|ΚΡΑΣΠ|ΜΙΛ)$/.test(o[1])&&(s+="ΕΔ")),null!==(o=/^(.+?)(ΟΥΔΕΣ|ΟΥΔΩΝ)$/.exec(s))&&(s=o[1],/(ΑΡΚ|ΚΑΛΙΑΚ|ΠΕΤΑΛ|ΛΙΧ|ΠΛΕΞ|ΣΚ|Σ|ΦΛ|ΦΡ|ΒΕΛ|ΛΟΥΛ|ΧΝ|ΣΠ|ΤΡΑΓ|ΦΕ)$/.test(o[1])&&(s+="ΟΥΔ")),null!==(o=/^(.+?)(ΕΩΣ|ΕΩΝ|ΕΑΣ|ΕΑ)$/.exec(s))&&(s=o[1],/^(Θ|Δ|ΕΛ|ΓΑΛ|Ν|Π|ΙΔ|ΠΑΡ|ΣΤΕΡ|ΟΡΦ|ΑΝΔΡ|ΑΝΤΡ)$/.test(o[1])&&(s+="Ε")),null!==(o=/^(.+?)(ΕΙΟ|ΕΙΟΣ|ΕΙΟΙ|ΕΙΑ|ΕΙΑΣ|ΕΙΕΣ|ΕΙΟΥ|ΕΙΟΥΣ|ΕΙΩΝ)$/.exec(s))&&o[1].length>4&&(s=o[1]),null!==(o=/^(.+?)(ΙΟΥΣ|ΙΑΣ|ΙΕΣ|ΙΟΣ|ΙΟΥ|ΙΟΙ|ΙΩΝ|ΙΟΝ|ΙΑ|ΙΟ)$/.exec(s))&&(s=o[1],(t(s)||s.length<2||/^(ΑΓ|ΑΓΓΕΛ|ΑΓΡ|ΑΕΡ|ΑΘΛ|ΑΚΟΥΣ|ΑΞ|ΑΣ|Β|ΒΙΒΛ|ΒΥΤ|Γ|ΓΙΑΓ|ΓΩΝ|Δ|ΔΑΝ|ΔΗΛ|ΔΗΜ|ΔΟΚΙΜ|ΕΛ|ΖΑΧΑΡ|ΗΛ|ΗΠ|ΙΔ|ΙΣΚ|ΙΣΤ|ΙΟΝ|ΙΩΝ|ΚΙΜΩΛ|ΚΟΛΟΝ|ΚΟΡ|ΚΤΗΡ|ΚΥΡ|ΛΑΓ|ΛΟΓ|ΜΑΓ|ΜΠΑΝ|ΜΠΡ|ΝΑΥΤ|ΝΟΤ|ΟΠΑΛ|ΟΞ|ΟΡ|ΟΣ|ΠΑΝΑΓ|ΠΑΤΡ|ΠΗΛ|ΠΗΝ|ΠΛΑΙΣ|ΠΟΝΤ|ΡΑΔ|ΡΟΔ|ΣΚ|ΣΚΟΡΠ|ΣΟΥΝ|ΣΠΑΝ|ΣΤΑΔ|ΣΥΡ|ΤΗΛ|ΤΙΜ|ΤΟΚ|ΤΟΠ|ΤΡΟΧ|ΦΙΛ|ΦΩΤ|Χ|ΧΙΛ|ΧΡΩΜ|ΧΩΡ)$/.test(o[1]))&&(s+="Ι"),/^(ΠΑΛ)$/.test(o[1])&&(s+="ΑΙ")),null!==(o=/^(.+?)(ΙΚΟΣ|ΙΚΟΝ|ΙΚΕΙΣ|ΙΚΟΙ|ΙΚΕΣ|ΙΚΟΥΣ|ΙΚΗ|ΙΚΗΣ|ΙΚΟ|ΙΚΑ|ΙΚΟΥ|ΙΚΩΝ|ΙΚΩΣ)$/.exec(s))&&(s=o[1],(t(s)||/^(ΑΔ|ΑΛ|ΑΜΑΝ|ΑΜΕΡ|ΑΜΜΟΧΑΛ|ΑΝΗΘ|ΑΝΤΙΔ|ΑΠΛ|ΑΤΤ|ΑΦΡ|ΒΑΣ|ΒΡΩΜ|ΓΕΝ|ΓΕΡ|Δ|ΔΙΚΑΝ|ΔΥΤ|ΕΙΔ|ΕΝΔ|ΕΞΩΔ|ΗΘ|ΘΕΤ|ΚΑΛΛΙΝ|ΚΑΛΠ|ΚΑΤΑΔ|ΚΟΥΖΙΝ|ΚΡ|ΚΩΔ|ΛΟΓ|Μ|ΜΕΡ|ΜΟΝΑΔ|ΜΟΥΛ|ΜΟΥΣ|ΜΠΑΓΙΑΤ|ΜΠΑΝ|ΜΠΟΛ|ΜΠΟΣ|ΜΥΣΤ|Ν|ΝΙΤ|ΞΙΚ|ΟΠΤ|ΠΑΝ|ΠΕΤΣ|ΠΙΚΑΝΤ|ΠΙΤΣ|ΠΛΑΣΤ|ΠΛΙΑΤΣ|ΠΟΝΤ|ΠΟΣΤΕΛΝ|ΠΡΩΤΟΔ|ΣΕΡΤ|ΣΗΜΑΝΤ|ΣΤΑΤ|ΣΥΝΑΔ|ΣΥΝΟΜΗΛ|ΤΕΛ|ΤΕΧΝ|ΤΡΟΠ|ΤΣΑΜ|ΥΠΟΔ|Φ|ΦΙΛΟΝ|ΦΥΛΟΔ|ΦΥΣ|ΧΑΣ)$/.test(o[1])||/(ΦΟΙΝ)$/.test(o[1]))&&(s+="ΙΚ")),"ΑΓΑΜΕ"===s&&(s="ΑΓΑΜ"),null!==(o=/^(.+?)(ΑΓΑΜΕ|ΗΣΑΜΕ|ΟΥΣΑΜΕ|ΗΚΑΜΕ|ΗΘΗΚΑΜΕ)$/.exec(s))&&(s=o[1]),null!==(o=/^(.+?)(ΑΜΕ)$/.exec(s))&&(s=o[1],/^(ΑΝΑΠ|ΑΠΟΘ|ΑΠΟΚ|ΑΠΟΣΤ|ΒΟΥΒ|ΞΕΘ|ΟΥΛ|ΠΕΘ|ΠΙΚΡ|ΠΟΤ|ΣΙΧ|Χ)$/.test(o[1])&&(s+="ΑΜ")),null!==(o=/^(.+?)(ΑΓΑΝΕ|ΗΣΑΝΕ|ΟΥΣΑΝΕ|ΙΟΝΤΑΝΕ|ΙΟΤΑΝΕ|ΙΟΥΝΤΑΝΕ|ΟΝΤΑΝΕ|ΟΤΑΝΕ|ΟΥΝΤΑΝΕ|ΗΚΑΝΕ|ΗΘΗΚΑΝΕ)$/.exec(s))&&(s=o[1],/^(ΤΡ|ΤΣ)$/.test(o[1])&&(s+="ΑΓΑΝ")),null!==(o=/^(.+?)(ΑΝΕ)$/.exec(s))&&(s=o[1],(r(s)||/^(ΒΕΤΕΡ|ΒΟΥΛΚ|ΒΡΑΧΜ|Γ|ΔΡΑΔΟΥΜ|Θ|ΚΑΛΠΟΥΖ|ΚΑΣΤΕΛ|ΚΟΡΜΟΡ|ΛΑΟΠΛ|ΜΩΑΜΕΘ|Μ|ΜΟΥΣΟΥΛΜΑΝ|ΟΥΛ|Π|ΠΕΛΕΚ|ΠΛ|ΠΟΛΙΣ|ΠΟΡΤΟΛ|ΣΑΡΑΚΑΤΣ|ΣΟΥΛΤ|ΤΣΑΡΛΑΤ|ΟΡΦ|ΤΣΙΓΓ|ΤΣΟΠ|ΦΩΤΟΣΤΕΦ|Χ|ΨΥΧΟΠΛ|ΑΓ|ΟΡΦ|ΓΑΛ|ΓΕΡ|ΔΕΚ|ΔΙΠΛ|ΑΜΕΡΙΚΑΝ|ΟΥΡ|ΠΙΘ|ΠΟΥΡΙΤ|Σ|ΖΩΝΤ|ΙΚ|ΚΑΣΤ|ΚΟΠ|ΛΙΧ|ΛΟΥΘΗΡ|ΜΑΙΝΤ|ΜΕΛ|ΣΙΓ|ΣΠ|ΣΤΕΓ|ΤΡΑΓ|ΤΣΑΓ|Φ|ΕΡ|ΑΔΑΠ|ΑΘΙΓΓ|ΑΜΗΧ|ΑΝΙΚ|ΑΝΟΡΓ|ΑΠΗΓ|ΑΠΙΘ|ΑΤΣΙΓΓ|ΒΑΣ|ΒΑΣΚ|ΒΑΘΥΓΑΛ|ΒΙΟΜΗΧ|ΒΡΑΧΥΚ|ΔΙΑΤ|ΔΙΑΦ|ΕΝΟΡΓ|ΘΥΣ|ΚΑΠΝΟΒΙΟΜΗΧ|ΚΑΤΑΓΑΛ|ΚΛΙΒ|ΚΟΙΛΑΡΦ|ΛΙΒ|ΜΕΓΛΟΒΙΟΜΗΧ|ΜΙΚΡΟΒΙΟΜΗΧ|ΝΤΑΒ|ΞΗΡΟΚΛΙΒ|ΟΛΙΓΟΔΑΜ|ΟΛΟΓΑΛ|ΠΕΝΤΑΡΦ|ΠΕΡΗΦ|ΠΕΡΙΤΡ|ΠΛΑΤ|ΠΟΛΥΔΑΠ|ΠΟΛΥΜΗΧ|ΣΤΕΦ|ΤΑΒ|ΤΕΤ|ΥΠΕΡΗΦ|ΥΠΟΚΟΠ|ΧΑΜΗΛΟΔΑΠ|ΨΗΛΟΤΑΒ)$/.test(o[1]))&&(s+="ΑΝ")),null!==(o=/^(.+?)(ΗΣΕΤΕ)$/.exec(s))&&(s=o[1]),null!==(o=/^(.+?)(ΕΤΕ)$/.exec(s))&&(s=o[1],(r(s)||/(ΟΔ|ΑΙΡ|ΦΟΡ|ΤΑΘ|ΔΙΑΘ|ΣΧ|ΕΝΔ|ΕΥΡ|ΤΙΘ|ΥΠΕΡΘ|ΡΑΘ|ΕΝΘ|ΡΟΘ|ΣΘ|ΠΥΡ|ΑΙΝ|ΣΥΝΔ|ΣΥΝ|ΣΥΝΘ|ΧΩΡ|ΠΟΝ|ΒΡ|ΚΑΘ|ΕΥΘ|ΕΚΘ|ΝΕΤ|ΡΟΝ|ΑΡΚ|ΒΑΡ|ΒΟΛ|ΩΦΕΛ)$/.test(o[1])||/^(ΑΒΑΡ|ΒΕΝ|ΕΝΑΡ|ΑΒΡ|ΑΔ|ΑΘ|ΑΝ|ΑΠΛ|ΒΑΡΟΝ|ΝΤΡ|ΣΚ|ΚΟΠ|ΜΠΟΡ|ΝΙΦ|ΠΑΓ|ΠΑΡΑΚΑΛ|ΣΕΡΠ|ΣΚΕΛ|ΣΥΡΦ|ΤΟΚ|Υ|Δ|ΕΜ|ΘΑΡΡ|Θ)$/.test(o[1]))&&(s+="ΕΤ")),null!==(o=/^(.+?)(ΟΝΤΑΣ|ΩΝΤΑΣ)$/.exec(s))&&(s=o[1],/^ΑΡΧ$/.test(o[1])&&(s+="ΟΝΤ"),/ΚΡΕ$/.test(o[1])&&(s+="ΩΝΤ")),null!==(o=/^(.+?)(ΟΜΑΣΤΕ|ΙΟΜΑΣΤΕ)$/.exec(s))&&(s=o[1],/^ΟΝ$/.test(o[1])&&(s+="ΟΜΑΣΤ")),null!==(o=/^(.+?)(ΙΕΣΤΕ)$/.exec(s))&&(s=o[1],/^(Π|ΑΠ|ΣΥΜΠ|ΑΣΥΜΠ|ΑΚΑΤΑΠ|ΑΜΕΤΑΜΦ)$/.test(o[1])&&(s+="ΙΕΣΤ")),null!==(o=/^(.+?)(ΕΣΤΕ)$/.exec(s))&&(s=o[1],/^(ΑΛ|ΑΡ|ΕΚΤΕΛ|Ζ|Μ|Ξ|ΠΑΡΑΚΑΛ|ΠΡΟ|ΝΙΣ)$/.test(o[1])&&(s+="ΕΣΤ")),null!==(o=/^(.+?)(ΗΘΗΚΑ|ΗΘΗΚΕΣ|ΗΘΗΚΕ)$/.exec(s))&&(s=o[1]),null!==(o=/^(.+?)(ΗΚΑ|ΗΚΕΣ|ΗΚΕ)$/.exec(s))&&(s=o[1],(/(ΣΚΩΛ|ΣΚΟΥΛ|ΝΑΡΘ|ΣΦ|ΟΘ|ΠΙΘ)$/.test(o[1])||/^(ΔΙΑΘ|Θ|ΠΑΡΑΚΑΤΑΘ|ΠΡΟΣΘ|ΣΥΝΘ)$/.test(o[1]))&&(s+="ΗΚ")),null!==(o=/^(.+?)(ΟΥΣΑ|ΟΥΣΕΣ|ΟΥΣΕ)$/.exec(s))&&(s=o[1],(t(s)||/^(ΦΑΡΜΑΚ|ΧΑΔ|ΑΓΚ|ΑΝΑΡΡ|ΒΡΟΜ|ΕΚΛΙΠ|ΛΑΜΠΙΔ|ΛΕΧ|Μ|ΠΑΤ|Ρ|Λ|ΜΕΔ|ΜΕΣΑΖ|ΥΠΟΤΕΙΝ|ΑΜ|ΑΙΘ|ΑΝΗΚ|ΔΕΣΠΟΖ|ΕΝΔΙΑΦΕΡ)$/.test(o[1])||/(ΠΟΔΑΡ|ΒΛΕΠ|ΠΑΝΤΑΧ|ΦΡΥΔ|ΜΑΝΤΙΛ|ΜΑΛΛ|ΚΥΜΑΤ|ΛΑΧ|ΛΗΓ|ΦΑΓ|ΟΜ|ΠΡΩΤ)$/.test(o[1]))&&(s+="ΟΥΣ")),null!==(o=/^(.+?)(ΑΓΑ|ΑΓΕΣ|ΑΓΕ)$/.exec(s))&&(s=o[1],(/^(ΑΒΑΣΤ|ΠΟΛΥΦ|ΑΔΗΦ|ΠΑΜΦ|Ρ|ΑΣΠ|ΑΦ|ΑΜΑΛ|ΑΜΑΛΛΙ|ΑΝΥΣΤ|ΑΠΕΡ|ΑΣΠΑΡ|ΑΧΑΡ|ΔΕΡΒΕΝ|ΔΡΟΣΟΠ|ΞΕΦ|ΝΕΟΠ|ΝΟΜΟΤ|ΟΛΟΠ|ΟΜΟΤ|ΠΡΟΣΤ|ΠΡΟΣΩΠΟΠ|ΣΥΜΠ|ΣΥΝΤ|Τ|ΥΠΟΤ|ΧΑΡ|ΑΕΙΠ|ΑΙΜΟΣΤ|ΑΝΥΠ|ΑΠΟΤ|ΑΡΤΙΠ|ΔΙΑΤ|ΕΝ|ΕΠΙΤ|ΚΡΟΚΑΛΟΠ|ΣΙΔΗΡΟΠ|Λ|ΝΑΥ|ΟΥΛΑΜ|ΟΥΡ|Π|ΤΡ|Μ)$/.test(o[1])||/(ΟΦ|ΠΕΛ|ΧΟΡΤ|ΛΛ|ΣΦ|ΡΠ|ΦΡ|ΠΡ|ΛΟΧ|ΣΜΗΝ)$/.test(o[1])&&!/^(ΨΟΦ|ΝΑΥΛΟΧ)$/.test(o[1])||/(ΚΟΛΛ)$/.test(o[1]))&&(s+="ΑΓ")),null!==(o=/^(.+?)(ΗΣΕ|ΗΣΟΥ|ΗΣΑ)$/.exec(s))&&(s=o[1],/^(Ν|ΧΕΡΣΟΝ|ΔΩΔΕΚΑΝ|ΕΡΗΜΟΝ|ΜΕΓΑΛΟΝ|ΕΠΤΑΝ|Ι)$/.test(o[1])&&(s+="ΗΣ")),null!==(o=/^(.+?)(ΗΣΤΕ)$/.exec(s))&&(s=o[1],/^(ΑΣΒ|ΣΒ|ΑΧΡ|ΧΡ|ΑΠΛ|ΑΕΙΜΝ|ΔΥΣΧΡ|ΕΥΧΡ|ΚΟΙΝΟΧΡ|ΠΑΛΙΜΨ)$/.test(o[1])&&(s+="ΗΣΤ")),null!==(o=/^(.+?)(ΟΥΝΕ|ΗΣΟΥΝΕ|ΗΘΟΥΝΕ)$/.exec(s))&&(s=o[1],/^(Ν|Ρ|ΣΠΙ|ΣΤΡΑΒΟΜΟΥΤΣ|ΚΑΚΟΜΟΥΤΣ|ΕΞΩΝ)$/.test(o[1])&&(s+="ΟΥΝ")),null!==(o=/^(.+?)(ΟΥΜΕ|ΗΣΟΥΜΕ|ΗΘΟΥΜΕ)$/.exec(s))&&(s=o[1],/^(ΠΑΡΑΣΟΥΣ|Φ|Χ|ΩΡΙΟΠΛ|ΑΖ|ΑΛΛΟΣΟΥΣ|ΑΣΟΥΣ)$/.test(o[1])&&(s+="ΟΥΜ")),null!=(o=/^(.+?)(ΜΑΤΟΙ|ΜΑΤΟΥΣ|ΜΑΤΟ|ΜΑΤΑ|ΜΑΤΩΣ|ΜΑΤΩΝ|ΜΑΤΟΣ|ΜΑΤΕΣ|ΜΑΤΗ|ΜΑΤΗΣ|ΜΑΤΟΥ)$/.exec(s))&&(s=o[1]+"Μ",/^(ΓΡΑΜ)$/.test(o[1])?s+="Α":/^(ΓΕ|ΣΤΑ)$/.test(o[1])&&(s+="ΑΤ")),null!==(o=/^(.+?)(ΟΥΑ)$/.exec(s))&&(s=o[1]+"ΟΥ"),n.length===s.length&&null!==(o=/^(.+?)(Α|ΑΓΑΤΕ|ΑΓΑΝ|ΑΕΙ|ΑΜΑΙ|ΑΝ|ΑΣ|ΑΣΑΙ|ΑΤΑΙ|ΑΩ|Ε|ΕΙ|ΕΙΣ|ΕΙΤΕ|ΕΣΑΙ|ΕΣ|ΕΤΑΙ|Ι|ΙΕΜΑΙ|ΙΕΜΑΣΤΕ|ΙΕΤΑΙ|ΙΕΣΑΙ|ΙΕΣΑΣΤΕ|ΙΟΜΑΣΤΑΝ|ΙΟΜΟΥΝ|ΙΟΜΟΥΝΑ|ΙΟΝΤΑΝ|ΙΟΝΤΟΥΣΑΝ|ΙΟΣΑΣΤΑΝ|ΙΟΣΑΣΤΕ|ΙΟΣΟΥΝ|ΙΟΣΟΥΝΑ|ΙΟΤΑΝ|ΙΟΥΜΑ|ΙΟΥΜΑΣΤΕ|ΙΟΥΝΤΑΙ|ΙΟΥΝΤΑΝ|Η|ΗΔΕΣ|ΗΔΩΝ|ΗΘΕΙ|ΗΘΕΙΣ|ΗΘΕΙΤΕ|ΗΘΗΚΑΤΕ|ΗΘΗΚΑΝ|ΗΘΟΥΝ|ΗΘΩ|ΗΚΑΤΕ|ΗΚΑΝ|ΗΣ|ΗΣΑΝ|ΗΣΑΤΕ|ΗΣΕΙ|ΗΣΕΣ|ΗΣΟΥΝ|ΗΣΩ|Ο|ΟΙ|ΟΜΑΙ|ΟΜΑΣΤΑΝ|ΟΜΟΥΝ|ΟΜΟΥΝΑ|ΟΝΤΑΙ|ΟΝΤΑΝ|ΟΝΤΟΥΣΑΝ|ΟΣ|ΟΣΑΣΤΑΝ|ΟΣΑΣΤΕ|ΟΣΟΥΝ|ΟΣΟΥΝΑ|ΟΤΑΝ|ΟΥ|ΟΥΜΑΙ|ΟΥΜΑΣΤΕ|ΟΥΝ|ΟΥΝΤΑΙ|ΟΥΝΤΑΝ|ΟΥΣ|ΟΥΣΑΝ|ΟΥΣΑΤΕ|Υ||ΥΑ|ΥΣ|Ω|ΩΝ|ΟΙΣ)$/.exec(s))&&(s=o[1]),null!=(o=/^(.+?)(ΕΣΤΕΡ|ΕΣΤΑΤ|ΟΤΕΡ|ΟΤΑΤ|ΥΤΕΡ|ΥΤΑΤ|ΩΤΕΡ|ΩΤΑΤ)$/.exec(s))&&(/^(ΕΞ|ΕΣ|ΑΝ|ΚΑΤ|Κ|ΠΡ)$/.test(o[1])||(s=o[1]),/^(ΚΑ|Μ|ΕΛΕ|ΛΕ|ΔΕ)$/.test(o[1])&&(s+="ΥΤ")),s}var 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\ No newline at end of file
diff --git a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.es.min.js b/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.es.min.js
deleted file mode 100644
index 2989d34265..0000000000
--- a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.es.min.js
+++ /dev/null
@@ -1,18 +0,0 @@
-/*!
- * Lunr languages, `Spanish` language
- * https://github.com/MihaiValentin/lunr-languages
- *
- * Copyright 2014, Mihai Valentin
- * http://www.mozilla.org/MPL/
- */
-/*!
- * based on
- * Snowball JavaScript Library v0.3
- * http://code.google.com/p/urim/
- * http://snowball.tartarus.org/
- *
- * Copyright 2010, Oleg Mazko
- * http://www.mozilla.org/MPL/
- */
-
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diff --git a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.fi.min.js b/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.fi.min.js
deleted file mode 100644
index 29f5dfcea8..0000000000
--- a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.fi.min.js
+++ /dev/null
@@ -1,18 +0,0 @@
-/*!
- * Lunr languages, `Finnish` language
- * https://github.com/MihaiValentin/lunr-languages
- *
- * Copyright 2014, Mihai Valentin
- * http://www.mozilla.org/MPL/
- */
-/*!
- * based on
- * Snowball JavaScript Library v0.3
- * http://code.google.com/p/urim/
- * http://snowball.tartarus.org/
- *
- * Copyright 2010, Oleg Mazko
- * http://www.mozilla.org/MPL/
- */
-
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\ No newline at end of file
diff --git a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.fr.min.js b/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.fr.min.js
deleted file mode 100644
index 68cd0094ae..0000000000
--- a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.fr.min.js
+++ /dev/null
@@ -1,18 +0,0 @@
-/*!
- * Lunr languages, `French` language
- * https://github.com/MihaiValentin/lunr-languages
- *
- * Copyright 2014, Mihai Valentin
- * http://www.mozilla.org/MPL/
- */
-/*!
- * based on
- * Snowball JavaScript Library v0.3
- * http://code.google.com/p/urim/
- * http://snowball.tartarus.org/
- *
- * Copyright 2010, Oleg Mazko
- * http://www.mozilla.org/MPL/
- */
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\ No newline at end of file
diff --git a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.he.min.js b/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.he.min.js
deleted file mode 100644
index b863d3eae0..0000000000
--- a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.he.min.js
+++ /dev/null
@@ -1 +0,0 @@
-!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.he=function(){this.pipeline.reset(),this.pipeline.add(e.he.trimmer,e.he.stopWordFilter,e.he.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.he.stemmer))},e.he.wordCharacters="֑-״א-תa-zA-Zａ-ｚＡ-Ｚ0-9０-９",e.he.trimmer=e.trimmerSupport.generateTrimmer(e.he.wordCharacters),e.Pipeline.registerFunction(e.he.trimmer,"trimmer-he"),e.he.stemmer=function(){var e=this;return e.result=!1,e.preRemoved=!1,e.sufRemoved=!1,e.pre={pre1:"ה ו י ת",pre2:"ב כ ל מ ש כש",pre3:"הב הכ הל המ הש בש לכ",pre4:"וב וכ ול ומ וש",pre5:"מה שה כל",pre6:"מב מכ מל ממ מש",pre7:"בה בו בי בת כה כו כי כת לה לו לי לת",pre8:"ובה ובו ובי ובת וכה וכו וכי וכת ולה ולו ולי ולת"},e.suf={suf1:"ך כ ם ן נ",suf2:"ים ות וך וכ ום ון ונ הם הן יכ יך ינ ים",suf3:"תי תך תכ תם תן תנ",suf4:"ותי ותך ותכ ותם ותן ותנ",suf5:"נו כם כן הם הן",suf6:"ונו וכם וכן והם והן",suf7:"תכם תכן תנו תהם תהן",suf8:"הוא היא הם הן אני אתה את אנו אתם אתן",suf9:"ני נו כי כו כם כן תי תך תכ תם תן",suf10:"י ך כ ם ן נ ת"},e.patterns=JSON.parse('{"hebrewPatterns": [{"pt1": [{"c": "ה", "l": 0}]}, {"pt2": [{"c": "ו", "l": 0}]}, {"pt3": [{"c": "י", "l": 0}]}, {"pt4": [{"c": "ת", "l": 0}]}, {"pt5": [{"c": "מ", "l": 0}]}, {"pt6": [{"c": "ל", "l": 0}]}, {"pt7": [{"c": "ב", "l": 0}]}, {"pt8": [{"c": "כ", "l": 0}]}, {"pt9": [{"c": "ש", "l": 0}]}, {"pt10": [{"c": "כש", "l": 0}]}, {"pt11": [{"c": "בה", "l": 0}]}, {"pt12": [{"c": "וב", "l": 0}]}, {"pt13": [{"c": "וכ", "l": 0}]}, {"pt14": [{"c": "ול", "l": 0}]}, {"pt15": [{"c": "ומ", "l": 0}]}, {"pt16": [{"c": "וש", "l": 0}]}, {"pt17": [{"c": "הב", "l": 0}]}, {"pt18": [{"c": "הכ", "l": 0}]}, {"pt19": [{"c": "הל", "l": 0}]}, {"pt20": [{"c": "המ", "l": 0}]}, {"pt21": [{"c": "הש", "l": 0}]}, {"pt22": [{"c": "מה", "l": 0}]}, {"pt23": [{"c": "שה", "l": 0}]}, {"pt24": [{"c": "כל", "l": 0}]}]}'),e.execArray=["cleanWord","removeDiacritics","removeStopWords","normalizeHebrewCharacters"],e.stem=function(){var r=0;for(e.result=!1,e.preRemoved=!1,e.sufRemoved=!1;r<e.execArray.length&&1!=e.result;)e.result=e[e.execArray[r]](),r++},e.setCurrent=function(r){e.word=r},e.getCurrent=function(){return e.word},e.cleanWord=function(){return!!new RegExp("[^֑-״א-ת]").test("")},e.removeDiacritics=function(){var r=new RegExp("[ְ-ֿ]","g");return e.word=e.word.replace(r,""),!1},e.removeStopWords=function(){if("אבל או אולי אותו אותי אותך אותם אותן אותנו אז אחר אחרות אחרי אחריכן אחרים אחרת אי איזה איך אין איפה אל אלה אלו אם אנחנו אני אף אפשר את אתה אתכם אתכן אתם אתן באיזה באיזו בגלל בין בלבד בעבור בעזרת בכל בכן בלי במידה במקום שבו ברוב בשביל בשעה ש בתוך גם דרך הוא היא היה היי היכן היתה היתי הם הן הנה הסיבה שבגללה הרי ואילו ואת זאת זה זות יהיה יוכל יוכלו יותר מדי יכול יכולה יכולות יכולים יכל יכלה יכלו יש כאן כאשר כולם כולן כזה כי כיצד כך כל כלל כמו כן כפי כש לא לאו לאיזותך לאן לבין לה להיות להם להן לו לזה לזות לי לך לכם לכן למה למעלה למעלה מ למטה למטה מ למעט למקום שבו למרות לנו לעבר לעיכן לפיכך לפני מאד מאחורי מאיזו סיבה מאין מאיפה מבלי מבעד מדוע מה מהיכן מול מחוץ מי מידע מכאן מכל מכן מלבד מן מנין מסוגל מעט מעטים מעל מצד מקום בו מתחת מתי נגד נגר נו עד עז על עלי עליו עליה עליהם עליך עלינו עם עצמה עצמהם עצמהן עצמו עצמי עצמם עצמן עצמנו פה רק שוב של שלה שלהם שלהן שלו שלי שלך שלכה שלכם שלכן שלנו שם תהיה תחת".split(" ").indexOf(e.word)>=0)return!0},e.normalizeHebrewCharacters=function(){return e.word=e.word.replace("ך","כ"),e.word=e.word.replace("ם","מ"),e.word=e.word.replace("ן","נ"),e.word=e.word.replace("ף","פ"),e.word=e.word.replace("ץ","צ"),!1},function(r){return"function"==typeof r.update?r.update(function(r){return e.setCurrent(r),e.stem(),e.getCurrent()}):(e.setCurrent(r),e.stem(),e.getCurrent())}}(),e.Pipeline.registerFunction(e.he.stemmer,"stemmer-he"),e.he.stopWordFilter=e.generateStopWordFilter("אבל או אולי אותו אותי אותך אותם אותן אותנו אז אחר אחרות אחרי אחריכן אחרים אחרת אי איזה איך אין איפה אל אלה אלו אם אנחנו אני אף אפשר את אתה אתכם אתכן אתם אתן באיזה באיזו בגלל בין בלבד בעבור בעזרת בכל בכן בלי במידה במקום שבו ברוב בשביל בשעה ש בתוך גם דרך הוא היא היה היי היכן היתה היתי הם הן הנה הסיבה שבגללה הרי ואילו ואת זאת זה זות יהיה יוכל יוכלו יותר מדי יכול יכולה יכולות יכולים יכל יכלה יכלו יש כאן כאשר כולם כולן כזה כי כיצד כך כל כלל כמו כן כפי כש לא לאו לאיזותך לאן לבין לה להיות להם להן לו לזה לזות לי לך לכם לכן למה למעלה למעלה מ למטה למטה מ למעט למקום שבו למרות לנו לעבר לעיכן לפיכך לפני מאד מאחורי מאיזו סיבה מאין מאיפה מבלי מבעד מדוע מה מהיכן מול מחוץ מי מידע מכאן מכל מכן מלבד מן מנין מסוגל מעט מעטים מעל מצד מקום בו מתחת מתי נגד נגר נו עד עז על עלי עליו עליה עליהם עליך עלינו עם עצמה עצמהם עצמהן עצמו עצמי עצמם עצמן עצמנו פה רק שוב של שלה שלהם שלהן שלו שלי שלך שלכה שלכם שלכן שלנו שם תהיה תחת".split(" ")),e.Pipeline.registerFunction(e.he.stopWordFilter,"stopWordFilter-he")}});
\ No newline at end of file
diff --git a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.hi.min.js b/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.hi.min.js
deleted file mode 100644
index 7dbc41402c..0000000000
--- a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.hi.min.js
+++ /dev/null
@@ -1 +0,0 @@
-!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.hi=function(){this.pipeline.reset(),this.pipeline.add(e.hi.trimmer,e.hi.stopWordFilter,e.hi.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.hi.stemmer))},e.hi.wordCharacters="ऀ-ःऄ-एऐ-टठ-यर-िी-ॏॐ-य़ॠ-९॰-ॿa-zA-Zａ-ｚＡ-Ｚ0-9０-９",e.hi.trimmer=e.trimmerSupport.generateTrimmer(e.hi.wordCharacters),e.Pipeline.registerFunction(e.hi.trimmer,"trimmer-hi"),e.hi.stopWordFilter=e.generateStopWordFilter("अत अपना अपनी अपने अभी अंदर आदि आप इत्यादि इन इनका इन्हीं इन्हें इन्हों इस इसका इसकी इसके इसमें इसी इसे उन उनका उनकी उनके उनको उन्हीं उन्हें उन्हों उस उसके उसी उसे एक एवं एस ऐसे और कई कर करता करते करना करने करें कहते कहा का काफ़ी कि कितना किन्हें किन्हों किया किर किस किसी किसे की कुछ कुल के को कोई कौन कौनसा गया घर जब जहाँ जा जितना जिन जिन्हें जिन्हों जिस जिसे जीधर जैसा जैसे जो तक तब तरह तिन तिन्हें तिन्हों तिस तिसे तो था थी थे दबारा दिया दुसरा दूसरे दो द्वारा न नके नहीं ना निहायत नीचे ने पर पहले पूरा पे फिर बनी बही बहुत बाद बाला बिलकुल भी भीतर मगर मानो मे में यदि यह यहाँ यही या यिह ये रखें रहा रहे ऱ्वासा लिए लिये लेकिन व वग़ैरह वर्ग वह वहाँ वहीं वाले वुह वे वो सकता सकते सबसे सभी साथ साबुत साभ सारा से सो संग ही हुआ हुई हुए है हैं हो होता होती होते होना होने".split(" ")),e.hi.stemmer=function(){return function(e){return"function"==typeof e.update?e.update(function(e){return e}):e}}();var r=e.wordcut;r.init(),e.hi.tokenizer=function(i){if(!arguments.length||null==i||void 0==i)return[];if(Array.isArray(i))return i.map(function(r){return isLunr2?new e.Token(r.toLowerCase()):r.toLowerCase()});var t=i.toString().toLowerCase().replace(/^\s+/,"");return r.cut(t).split("|")},e.Pipeline.registerFunction(e.hi.stemmer,"stemmer-hi"),e.Pipeline.registerFunction(e.hi.stopWordFilter,"stopWordFilter-hi")}});
\ No newline at end of file
diff --git a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.hu.min.js b/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.hu.min.js
deleted file mode 100644
index ed9d909f73..0000000000
--- a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.hu.min.js
+++ /dev/null
@@ -1,18 +0,0 @@
-/*!
- * Lunr languages, `Hungarian` language
- * https://github.com/MihaiValentin/lunr-languages
- *
- * Copyright 2014, Mihai Valentin
- * http://www.mozilla.org/MPL/
- */
-/*!
- * based on
- * Snowball JavaScript Library v0.3
- * http://code.google.com/p/urim/
- * http://snowball.tartarus.org/
- *
- * Copyright 2010, Oleg Mazko
- * http://www.mozilla.org/MPL/
- */
-
-!function(e,n){"function"==typeof define&&define.amd?define(n):"object"==typeof exports?module.exports=n():n()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.hu=function(){this.pipeline.reset(),this.pipeline.add(e.hu.trimmer,e.hu.stopWordFilter,e.hu.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.hu.stemmer))},e.hu.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",e.hu.trimmer=e.trimmerSupport.generateTrimmer(e.hu.wordCharacters),e.Pipeline.registerFunction(e.hu.trimmer,"trimmer-hu"),e.hu.stemmer=function(){var n=e.stemmerSupport.Among,r=e.stemmerSupport.SnowballProgram,i=new function(){function e(){var e,n=L.cursor;if(d=L.limit,L.in_grouping(W,97,252))for(;;){if(e=L.cursor,L.out_grouping(W,97,252))return L.cursor=e,L.find_among(g,8)||(L.cursor=e,e<L.limit&&L.cursor++),void(d=L.cursor);if(L.cursor=e,e>=L.limit)return void(d=e);L.cursor++}if(L.cursor=n,L.out_grouping(W,97,252)){for(;!L.in_grouping(W,97,252);){if(L.cursor>=L.limit)return;L.cursor++}d=L.cursor}}function i(){return d<=L.cursor}function a(){var e;if(L.ket=L.cursor,(e=L.find_among_b(h,2))&&(L.bra=L.cursor,i()))switch(e){case 1:L.slice_from("a");break;case 2:L.slice_from("e")}}function t(){var e=L.limit-L.cursor;return!!L.find_among_b(p,23)&&(L.cursor=L.limit-e,!0)}function s(){if(L.cursor>L.limit_backward){L.cursor--,L.ket=L.cursor;var e=L.cursor-1;L.limit_backward<=e&&e<=L.limit&&(L.cursor=e,L.bra=e,L.slice_del())}}function c(){var e;if(L.ket=L.cursor,(e=L.find_among_b(_,2))&&(L.bra=L.cursor,i())){if((1==e||2==e)&&!t())return;L.slice_del(),s()}}function o(){L.ket=L.cursor,L.find_among_b(v,44)&&(L.bra=L.cursor,i()&&(L.slice_del(),a()))}function w(){var e;if(L.ket=L.cursor,(e=L.find_among_b(z,3))&&(L.bra=L.cursor,i()))switch(e){case 1:L.slice_from("e");break;case 2:case 3:L.slice_from("a")}}function l(){var e;if(L.ket=L.cursor,(e=L.find_among_b(y,6))&&(L.bra=L.cursor,i()))switch(e){case 1:case 2:L.slice_del();break;case 3:L.slice_from("a");break;case 4:L.slice_from("e")}}function u(){var e;if(L.ket=L.cursor,(e=L.find_among_b(j,2))&&(L.bra=L.cursor,i())){if((1==e||2==e)&&!t())return;L.slice_del(),s()}}function m(){var e;if(L.ket=L.cursor,(e=L.find_among_b(C,7))&&(L.bra=L.cursor,i()))switch(e){case 1:L.slice_from("a");break;case 2:L.slice_from("e");break;case 3:case 4:case 5:case 6:case 7:L.slice_del()}}function k(){var e;if(L.ket=L.cursor,(e=L.find_among_b(P,12))&&(L.bra=L.cursor,i()))switch(e){case 1:case 4:case 7:case 9:L.slice_del();break;case 2:case 5:case 8:L.slice_from("e");break;case 3:case 6:L.slice_from("a")}}function f(){var e;if(L.ket=L.cursor,(e=L.find_among_b(F,31))&&(L.bra=L.cursor,i()))switch(e){case 1:case 4:case 7:case 8:case 9:case 12:case 13:case 16:case 17:case 18:L.slice_del();break;case 2:case 5:case 10:case 14:case 19:L.slice_from("a");break;case 3:case 6:case 11:case 15:case 20:L.slice_from("e")}}function b(){var e;if(L.ket=L.cursor,(e=L.find_among_b(S,42))&&(L.bra=L.cursor,i()))switch(e){case 1:case 4:case 5:case 6:case 9:case 10:case 11:case 14:case 15:case 16:case 17:case 20:case 21:case 24:case 25:case 26:case 29:L.slice_del();break;case 2:case 7:case 12:case 18:case 22:case 27:L.slice_from("a");break;case 3:case 8:case 13:case 19:case 23:case 28:L.slice_from("e")}}var d,g=[new n("cs",-1,-1),new n("dzs",-1,-1),new n("gy",-1,-1),new n("ly",-1,-1),new n("ny",-1,-1),new n("sz",-1,-1),new n("ty",-1,-1),new n("zs",-1,-1)],h=[new n("á",-1,1),new n("é",-1,2)],p=[new n("bb",-1,-1),new n("cc",-1,-1),new n("dd",-1,-1),new n("ff",-1,-1),new n("gg",-1,-1),new n("jj",-1,-1),new n("kk",-1,-1),new n("ll",-1,-1),new n("mm",-1,-1),new n("nn",-1,-1),new n("pp",-1,-1),new n("rr",-1,-1),new n("ccs",-1,-1),new n("ss",-1,-1),new n("zzs",-1,-1),new n("tt",-1,-1),new n("vv",-1,-1),new n("ggy",-1,-1),new n("lly",-1,-1),new n("nny",-1,-1),new n("tty",-1,-1),new n("ssz",-1,-1),new n("zz",-1,-1)],_=[new n("al",-1,1),new n("el",-1,2)],v=[new n("ba",-1,-1),new n("ra",-1,-1),new n("be",-1,-1),new n("re",-1,-1),new n("ig",-1,-1),new n("nak",-1,-1),new n("nek",-1,-1),new n("val",-1,-1),new n("vel",-1,-1),new n("ul",-1,-1),new n("nál",-1,-1),new n("nél",-1,-1),new n("ból",-1,-1),new n("ról",-1,-1),new n("tól",-1,-1),new n("bõl",-1,-1),new n("rõl",-1,-1),new n("tõl",-1,-1),new n("ül",-1,-1),new n("n",-1,-1),new n("an",19,-1),new n("ban",20,-1),new n("en",19,-1),new n("ben",22,-1),new n("képpen",22,-1),new n("on",19,-1),new n("ön",19,-1),new n("képp",-1,-1),new n("kor",-1,-1),new n("t",-1,-1),new n("at",29,-1),new n("et",29,-1),new n("ként",29,-1),new n("anként",32,-1),new n("enként",32,-1),new n("onként",32,-1),new n("ot",29,-1),new n("ért",29,-1),new n("öt",29,-1),new n("hez",-1,-1),new n("hoz",-1,-1),new n("höz",-1,-1),new n("vá",-1,-1),new n("vé",-1,-1)],z=[new n("án",-1,2),new n("én",-1,1),new n("ánként",-1,3)],y=[new n("stul",-1,2),new n("astul",0,1),new n("ástul",0,3),new n("stül",-1,2),new n("estül",3,1),new n("éstül",3,4)],j=[new n("á",-1,1),new n("é",-1,2)],C=[new n("k",-1,7),new n("ak",0,4),new n("ek",0,6),new n("ok",0,5),new 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keressünk keresztül ki kívül között közül legalább legyen lehet lehetett lenne lenni lesz lett maga magát majd majd meg mellett mely melyek mert mi mikor milyen minden mindenki mindent mindig mint mintha mit mivel miért most már más másik még míg nagy nagyobb nagyon ne nekem neki nem nincs néha néhány nélkül olyan ott pedig persze rá s saját sem semmi sok sokat sokkal szemben szerint szinte számára talán tehát teljes tovább továbbá több ugyanis utolsó után utána vagy vagyis vagyok valaki valami valamint való van vannak vele vissza viszont volna volt voltak voltam voltunk által általában át én éppen és így õ õk õket össze úgy új újabb újra".split(" ")),e.Pipeline.registerFunction(e.hu.stopWordFilter,"stopWordFilter-hu")}});
\ No newline at end of file
diff --git a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.hy.min.js b/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.hy.min.js
deleted file mode 100644
index b37f792985..0000000000
--- a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.hy.min.js
+++ /dev/null
@@ -1 +0,0 @@
-!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.hy=function(){this.pipeline.reset(),this.pipeline.add(e.hy.trimmer,e.hy.stopWordFilter)},e.hy.wordCharacters="[A-Za-z԰-֏ff-ﭏ]",e.hy.trimmer=e.trimmerSupport.generateTrimmer(e.hy.wordCharacters),e.Pipeline.registerFunction(e.hy.trimmer,"trimmer-hy"),e.hy.stopWordFilter=e.generateStopWordFilter("դու և եք էիր էիք հետո նաև նրանք որը վրա է որ պիտի են այս մեջ ն իր ու ի այդ որոնք այն կամ էր մի ես համար այլ իսկ էին ենք հետ ին թ էինք մենք նրա նա դուք եմ էի ըստ որպես ում".split(" ")),e.Pipeline.registerFunction(e.hy.stopWordFilter,"stopWordFilter-hy"),e.hy.stemmer=function(){return function(e){return"function"==typeof e.update?e.update(function(e){return e}):e}}(),e.Pipeline.registerFunction(e.hy.stemmer,"stemmer-hy")}});
\ No newline at end of file
diff --git a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.it.min.js b/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.it.min.js
deleted file mode 100644
index 344b6a3c0c..0000000000
--- a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.it.min.js
+++ /dev/null
@@ -1,18 +0,0 @@
-/*!
- * Lunr languages, `Italian` language
- * https://github.com/MihaiValentin/lunr-languages
- *
- * Copyright 2014, Mihai Valentin
- * http://www.mozilla.org/MPL/
- */
-/*!
- * based on
- * Snowball JavaScript Library v0.3
- * http://code.google.com/p/urim/
- * http://snowball.tartarus.org/
- *
- * Copyright 2010, Oleg Mazko
- * http://www.mozilla.org/MPL/
- */
-
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r("evo",-1,1),new r("ivo",-1,1),new r("ar",-1,1),new r("ir",-1,1),new r("erà",-1,1),new r("irà",-1,1),new r("erò",-1,1),new r("irò",-1,1)],L=[17,65,16,0,0,0,0,0,0,0,0,0,0,0,0,128,128,8,2,1],y=[17,65,0,0,0,0,0,0,0,0,0,0,0,0,0,128,128,8,2],U=[17],x=new n;this.setCurrent=function(e){x.setCurrent(e)},this.getCurrent=function(){return x.getCurrent()},this.stem=function(){var e=x.cursor;return i(),x.cursor=e,u(),x.limit_backward=e,x.cursor=x.limit,f(),x.cursor=x.limit,v()||(x.cursor=x.limit,b()),x.cursor=x.limit,_(),x.cursor=x.limit_backward,c(),!0}};return function(e){return"function"==typeof e.update?e.update(function(e){return i.setCurrent(e),i.stem(),i.getCurrent()}):(i.setCurrent(e),i.stem(),i.getCurrent())}}(),e.Pipeline.registerFunction(e.it.stemmer,"stemmer-it"),e.it.stopWordFilter=e.generateStopWordFilter("a abbia abbiamo abbiano abbiate ad agl agli ai al all alla alle allo anche avemmo avendo avesse avessero avessi avessimo aveste avesti avete aveva avevamo avevano avevate avevi avevo avrai avranno avrebbe avrebbero avrei avremmo avremo avreste avresti avrete avrà avrò avuta avute avuti avuto c che chi ci coi col come con contro cui da dagl dagli dai dal dall dalla dalle dallo degl degli dei del dell della delle dello di dov dove e ebbe ebbero ebbi ed era erano eravamo eravate eri ero essendo faccia facciamo facciano facciate faccio facemmo facendo facesse facessero facessi facessimo faceste facesti faceva facevamo facevano facevate facevi facevo fai fanno farai faranno farebbe farebbero farei faremmo faremo fareste faresti farete farà farò fece fecero feci fosse fossero fossi fossimo foste fosti fu fui fummo furono gli ha hai hanno ho i il in io l la le lei li lo loro lui ma mi mia mie miei mio ne negl negli nei nel nell nella nelle nello noi non nostra nostre nostri nostro o per perché più quale quanta quante quanti quanto quella quelle quelli quello questa queste questi questo sarai saranno sarebbe sarebbero sarei saremmo saremo sareste saresti sarete sarà sarò se sei si sia siamo siano siate siete sono sta stai stando stanno starai staranno starebbe starebbero starei staremmo staremo stareste staresti starete starà starò stava stavamo stavano stavate stavi stavo stemmo stesse stessero stessi stessimo steste stesti stette stettero stetti stia stiamo stiano stiate sto su sua sue sugl sugli sui sul sull sulla sulle sullo suo suoi ti tra tu tua tue tuo tuoi tutti tutto un una uno vi voi vostra vostre vostri vostro è".split(" ")),e.Pipeline.registerFunction(e.it.stopWordFilter,"stopWordFilter-it")}});
\ No newline at end of file
diff --git a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.ja.min.js b/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.ja.min.js
deleted file mode 100644
index 5f254ebe91..0000000000
--- a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.ja.min.js
+++ /dev/null
@@ -1 +0,0 @@
-!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");var r="2"==e.version[0];e.ja=function(){this.pipeline.reset(),this.pipeline.add(e.ja.trimmer,e.ja.stopWordFilter,e.ja.stemmer),r?this.tokenizer=e.ja.tokenizer:(e.tokenizer&&(e.tokenizer=e.ja.tokenizer),this.tokenizerFn&&(this.tokenizerFn=e.ja.tokenizer))};var t=new e.TinySegmenter;e.ja.tokenizer=function(i){var n,o,s,p,a,u,m,l,c,f;if(!arguments.length||null==i||void 0==i)return[];if(Array.isArray(i))return i.map(function(t){return r?new e.Token(t.toLowerCase()):t.toLowerCase()});for(o=i.toString().toLowerCase().replace(/^\s+/,""),n=o.length-1;n>=0;n--)if(/\S/.test(o.charAt(n))){o=o.substring(0,n+1);break}for(a=[],s=o.length,c=0,l=0;c<=s;c++)if(u=o.charAt(c),m=c-l,u.match(/\s/)||c==s){if(m>0)for(p=t.segment(o.slice(l,c)).filter(function(e){return!!e}),f=l,n=0;n<p.length;n++)r?a.push(new e.Token(p[n],{position:[f,p[n].length],index:a.length})):a.push(p[n]),f+=p[n].length;l=c+1}return a},e.ja.stemmer=function(){return function(e){return e}}(),e.Pipeline.registerFunction(e.ja.stemmer,"stemmer-ja"),e.ja.wordCharacters="一二三四五六七八九十百千万億兆一-龠々〆ヵヶぁ-んァ-ヴーｱ-ﾝﾞa-zA-Zａ-ｚＡ-Ｚ0-9０-９",e.ja.trimmer=e.trimmerSupport.generateTrimmer(e.ja.wordCharacters),e.Pipeline.registerFunction(e.ja.trimmer,"trimmer-ja"),e.ja.stopWordFilter=e.generateStopWordFilter("これ それ あれ この その あの ここ そこ あそこ こちら どこ だれ なに なん 何 私 貴方 貴方方 我々 私達 あの人 あのかた 彼女 彼 です あります おります います は が の に を で え から まで より も どの と し それで しかし".split(" ")),e.Pipeline.registerFunction(e.ja.stopWordFilter,"stopWordFilter-ja"),e.jp=e.ja,e.Pipeline.registerFunction(e.jp.stemmer,"stemmer-jp"),e.Pipeline.registerFunction(e.jp.trimmer,"trimmer-jp"),e.Pipeline.registerFunction(e.jp.stopWordFilter,"stopWordFilter-jp")}});
\ No newline at end of file
diff --git a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.jp.min.js b/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.jp.min.js
deleted file mode 100644
index c055ebaf37..0000000000
--- a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.jp.min.js
+++ /dev/null
@@ -1 +0,0 @@
-module.exports=require("./lunr.ja");
\ No newline at end of file
diff --git a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.kn.min.js b/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.kn.min.js
deleted file mode 100644
index 1cef9befda..0000000000
--- a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.kn.min.js
+++ /dev/null
@@ -1 +0,0 @@
-!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.kn=function(){this.pipeline.reset(),this.pipeline.add(e.kn.trimmer,e.kn.stopWordFilter,e.kn.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.kn.stemmer))},e.kn.wordCharacters="ಀ-಄ಅ-ಔಕ-ಹಾ-ೌ಼-ಽೕ-ೖೝ-ೞೠ-ೡೢ-ೣ೤೥೦-೯ೱ-ೳ",e.kn.trimmer=e.trimmerSupport.generateTrimmer(e.kn.wordCharacters),e.Pipeline.registerFunction(e.kn.trimmer,"trimmer-kn"),e.kn.stopWordFilter=e.generateStopWordFilter("ಮತ್ತು ಈ ಒಂದು ರಲ್ಲಿ ಹಾಗೂ ಎಂದು ಅಥವಾ ಇದು ರ ಅವರು ಎಂಬ ಮೇಲೆ ಅವರ ತನ್ನ ಆದರೆ ತಮ್ಮ ನಂತರ ಮೂಲಕ ಹೆಚ್ಚು ನ ಆ ಕೆಲವು ಅನೇಕ ಎರಡು ಹಾಗು ಪ್ರಮುಖ ಇದನ್ನು ಇದರ ಸುಮಾರು ಅದರ ಅದು ಮೊದಲ ಬಗ್ಗೆ ನಲ್ಲಿ ರಂದು ಇತರ ಅತ್ಯಂತ ಹೆಚ್ಚಿನ ಸಹ ಸಾಮಾನ್ಯವಾಗಿ ನೇ ಹಲವಾರು ಹೊಸ ದಿ ಕಡಿಮೆ ಯಾವುದೇ ಹೊಂದಿದೆ ದೊಡ್ಡ ಅನ್ನು ಇವರು ಪ್ರಕಾರ ಇದೆ ಮಾತ್ರ ಕೂಡ ಇಲ್ಲಿ ಎಲ್ಲಾ ವಿವಿಧ ಅದನ್ನು ಹಲವು ರಿಂದ ಕೇವಲ ದ ದಕ್ಷಿಣ ಗೆ ಅವನ ಅತಿ ನೆಯ ಬಹಳ ಕೆಲಸ ಎಲ್ಲ ಪ್ರತಿ ಇತ್ಯಾದಿ ಇವು ಬೇರೆ ಹೀಗೆ ನಡುವೆ ಇದಕ್ಕೆ ಎಸ್ ಇವರ ಮೊದಲು ಶ್ರೀ ಮಾಡುವ ಇದರಲ್ಲಿ ರೀತಿಯ ಮಾಡಿದ ಕಾಲ ಅಲ್ಲಿ ಮಾಡಲು ಅದೇ ಈಗ ಅವು ಗಳು ಎ ಎಂಬುದು ಅವನು ಅಂದರೆ ಅವರಿಗೆ ಇರುವ ವಿಶೇಷ ಮುಂದೆ ಅವುಗಳ ಮುಂತಾದ ಮೂಲ ಬಿ ಮೀ ಒಂದೇ ಇನ್ನೂ ಹೆಚ್ಚಾಗಿ ಮಾಡಿ ಅವರನ್ನು ಇದೇ ಯ ರೀತಿಯಲ್ಲಿ ಜೊತೆ ಅದರಲ್ಲಿ ಮಾಡಿದರು ನಡೆದ ಆಗ ಮತ್ತೆ ಪೂರ್ವ ಆತ ಬಂದ ಯಾವ ಒಟ್ಟು ಇತರೆ ಹಿಂದೆ ಪ್ರಮಾಣದ ಗಳನ್ನು ಕುರಿತು ಯು ಆದ್ದರಿಂದ ಅಲ್ಲದೆ ನಗರದ ಮೇಲಿನ ಏಕೆಂದರೆ ರಷ್ಟು ಎಂಬುದನ್ನು ಬಾರಿ ಎಂದರೆ ಹಿಂದಿನ ಆದರೂ ಆದ ಸಂಬಂಧಿಸಿದ ಮತ್ತೊಂದು ಸಿ ಆತನ ".split(" ")),e.kn.stemmer=function(){return function(e){return"function"==typeof e.update?e.update(function(e){return e}):e}}();var r=e.wordcut;r.init(),e.kn.tokenizer=function(t){if(!arguments.length||null==t||void 0==t)return[];if(Array.isArray(t))return t.map(function(r){return isLunr2?new e.Token(r.toLowerCase()):r.toLowerCase()});var n=t.toString().toLowerCase().replace(/^\s+/,"");return r.cut(n).split("|")},e.Pipeline.registerFunction(e.kn.stemmer,"stemmer-kn"),e.Pipeline.registerFunction(e.kn.stopWordFilter,"stopWordFilter-kn")}});
\ No newline at end of file
diff --git a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.ko.min.js b/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.ko.min.js
deleted file mode 100644
index eaf9dabf71..0000000000
--- a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.ko.min.js
+++ /dev/null
@@ -1 +0,0 @@
-!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.ko=function(){this.pipeline.reset(),this.pipeline.add(e.ko.trimmer,e.ko.stopWordFilter)},e.ko.wordCharacters="[A-Za-z가-힣]",e.ko.trimmer=e.trimmerSupport.generateTrimmer(e.ko.wordCharacters),e.Pipeline.registerFunction(e.ko.trimmer,"trimmer-ko"),e.ko.stopWordFilter=e.generateStopWordFilter("아 휴 아이구 아이쿠 아이고 어 나 우리 저희 따라 의해 을 를 에 의 가 으로 로 에게 뿐이다 의거하여 근거하여 입각하여 기준으로 예하면 예를 들면 예를 들자면 저 소인 소생 저희 지말고 하지마 하지마라 다른 물론 또한 그리고 비길수 없다 해서는 안된다 뿐만 아니라 만이 아니다 만은 아니다 막론하고 관계없이 그치지 않다 그러나 그런데 하지만 든간에 논하지 않다 따지지 않다 설사 비록 더라도 아니면 만 못하다 하는 편이 낫다 불문하고 향하여 향해서 향하다 쪽으로 틈타 이용하여 타다 오르다 제외하고 이 외에 이 밖에 하여야 비로소 한다면 몰라도 외에도 이곳 여기 부터 기점으로 따라서 할 생각이다 하려고하다 이리하여 그리하여 그렇게 함으로써 하지만 일때 할때 앞에서 중에서 보는데서 으로써 로써 까지 해야한다 일것이다 반드시 할줄알다 할수있다 할수있어 임에 틀림없다 한다면 등 등등 제 겨우 단지 다만 할뿐 딩동 댕그 대해서 대하여 대하면 훨씬 얼마나 얼마만큼 얼마큼 남짓 여 얼마간 약간 다소 좀 조금 다수 몇 얼마 지만 하물며 또한 그러나 그렇지만 하지만 이외에도 대해 말하자면 뿐이다 다음에 반대로 반대로 말하자면 이와 반대로 바꾸어서 말하면 바꾸어서 한다면 만약 그렇지않으면 까악 툭 딱 삐걱거리다 보드득 비걱거리다 꽈당 응당 해야한다 에 가서 각 각각 여러분 각종 각자 제각기 하도록하다 와 과 그러므로 그래서 고로 한 까닭에 하기 때문에 거니와 이지만 대하여 관하여 관한 과연 실로 아니나다를가 생각한대로 진짜로 한적이있다 하곤하였다 하 하하 허허 아하 거바 와 오 왜 어째서 무엇때문에 어찌 하겠는가 무슨 어디 어느곳 더군다나 하물며 더욱이는 어느때 언제 야 이봐 어이 여보시오 흐흐 흥 휴 헉헉 헐떡헐떡 영차 여차 어기여차 끙끙 아야 앗 아야 콸콸 졸졸 좍좍 뚝뚝 주룩주룩 솨 우르르 그래도 또 그리고 바꾸어말하면 바꾸어말하자면 혹은 혹시 답다 및 그에 따르는 때가 되어 즉 지든지 설령 가령 하더라도 할지라도 일지라도 지든지 몇 거의 하마터면 인젠 이젠 된바에야 된이상 만큼\t어찌됏든 그위에 게다가 점에서 보아 비추어 보아 고려하면 하게될것이다 일것이다 비교적 좀 보다더 비하면 시키다 하게하다 할만하다 의해서 연이서 이어서 잇따라 뒤따라 뒤이어 결국 의지하여 기대여 통하여 자마자 더욱더 불구하고 얼마든지 마음대로 주저하지 않고 곧 즉시 바로 당장 하자마자 밖에 안된다 하면된다 그래 그렇지 요컨대 다시 말하자면 바꿔 말하면 즉 구체적으로 말하자면 시작하여 시초에 이상 허 헉 허걱 바와같이 해도좋다 해도된다 게다가 더구나 하물며 와르르 팍 퍽 펄렁 동안 이래 하고있었다 이었다 에서 로부터 까지 예하면 했어요 해요 함께 같이 더불어 마저 마저도 양자 모두 습니다 가까스로 하려고하다 즈음하여 다른 다른 방면으로 해봐요 습니까 했어요 말할것도 없고 무릎쓰고 개의치않고 하는것만 못하다 하는것이 낫다 매 매번 들 모 어느것 어느 로써 갖고말하자면 어디 어느쪽 어느것 어느해 어느 년도 라 해도 언젠가 어떤것 어느것 저기 저쪽 저것 그때 그럼 그러면 요만한걸 그래 그때 저것만큼 그저 이르기까지 할 줄 안다 할 힘이 있다 너 너희 당신 어찌 설마 차라리 할지언정 할지라도 할망정 할지언정 구토하다 게우다 토하다 메쓰겁다 옆사람 퉤 쳇 의거하여 근거하여 의해 따라 힘입어 그 다음 버금 두번째로 기타 첫번째로 나머지는 그중에서 견지에서 형식으로 쓰여 입장에서 위해서 단지 의해되다 하도록시키다 뿐만아니라 반대로 전후 전자 앞의것 잠시 잠깐 하면서 그렇지만 다음에 그러한즉 그런즉 남들 아무거나 어찌하든지 같다 비슷하다 예컨대 이럴정도로 어떻게 만약 만일 위에서 서술한바와같이 인 듯하다 하지 않는다면 만약에 무엇 무슨 어느 어떤 아래윗 조차 한데 그럼에도 불구하고 여전히 심지어 까지도 조차도 하지 않도록 않기 위하여 때 시각 무렵 시간 동안 어때 어떠한 하여금 네 예 우선 누구 누가 알겠는가 아무도 줄은모른다 줄은 몰랏다 하는 김에 겸사겸사 하는바 그런 까닭에 한 이유는 그러니 그러니까 때문에 그 너희 그들 너희들 타인 것 것들 너 위하여 공동으로 동시에 하기 위하여 어찌하여 무엇때문에 붕붕 윙윙 나 우리 엉엉 휘익 윙윙 오호 아하 어쨋든 만 못하다\t하기보다는 차라리 하는 편이 낫다 흐흐 놀라다 상대적으로 말하자면 마치 아니라면 쉿 그렇지 않으면 그렇지 않다면 안 그러면 아니었다면 하든지 아니면 이라면 좋아 알았어 하는것도 그만이다 어쩔수 없다 하나 일 일반적으로 일단 한켠으로는 오자마자 이렇게되면 이와같다면 전부 한마디 한항목 근거로 하기에 아울러 하지 않도록 않기 위해서 이르기까지 이 되다 로 인하여 까닭으로 이유만으로 이로 인하여 그래서 이 때문에 그러므로 그런 까닭에 알 수 있다 결론을 낼 수 있다 으로 인하여 있다 어떤것 관계가 있다 관련이 있다 연관되다 어떤것들 에 대해 이리하여 그리하여 여부 하기보다는 하느니 하면 할수록 운운 이러이러하다 하구나 하도다 다시말하면 다음으로 에 있다 에 달려 있다 우리 우리들 오히려 하기는한데 어떻게 어떻해 어찌됏어 어때 어째서 본대로 자 이 이쪽 여기 이것 이번 이렇게말하자면 이런 이러한 이와 같은 요만큼 요만한 것 얼마 안 되는 것 이만큼 이 정도의 이렇게 많은 것 이와 같다 이때 이렇구나 것과 같이 끼익 삐걱 따위 와 같은 사람들 부류의 사람들 왜냐하면 중의하나 오직 오로지 에 한하다 하기만 하면 도착하다 까지 미치다 도달하다 정도에 이르다 할 지경이다 결과에 이르다 관해서는 여러분 하고 있다 한 후 혼자 자기 자기집 자신 우에 종합한것과같이 총적으로 보면 총적으로 말하면 총적으로 대로 하다 으로서 참 그만이다 할 따름이다 쿵 탕탕 쾅쾅 둥둥 봐 봐라 아이야 아니 와아 응 아이 참나 년 월 일 령 영 일 이 삼 사 오 육 륙 칠 팔 구 이천육 이천칠 이천팔 이천구 하나 둘 셋 넷 다섯 여섯 일곱 여덟 아홉 령 영".split(" ")),e.Pipeline.registerFunction(e.ko.stopWordFilter,"stopWordFilter-ko"),e.ko.stemmer=function(){return function(e){return"function"==typeof e.update?e.update(function(e){return e}):e}}(),e.Pipeline.registerFunction(e.ko.stemmer,"stemmer-ko")}});
\ No newline at end of file
diff --git a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.multi.min.js b/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.multi.min.js
deleted file mode 100644
index 7debad0961..0000000000
--- a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.multi.min.js
+++ /dev/null
@@ -1 +0,0 @@
-!function(e,t){"function"==typeof define&&define.amd?define(t):"object"==typeof exports?module.exports=t():t()(e.lunr)}(this,function(){return function(e){e.multiLanguage=function(){for(var t=Array.prototype.slice.call(arguments),i=t.join("-"),r="",n=[],s=[],p=0;p<t.length;++p)"en"==t[p]?(r+="\\w",n.unshift(e.stopWordFilter),n.push(e.stemmer),s.push(e.stemmer)):(r+=e[t[p]].wordCharacters,e[t[p]].stopWordFilter&&n.unshift(e[t[p]].stopWordFilter),e[t[p]].stemmer&&(n.push(e[t[p]].stemmer),s.push(e[t[p]].stemmer)));var o=e.trimmerSupport.generateTrimmer(r);return e.Pipeline.registerFunction(o,"lunr-multi-trimmer-"+i),n.unshift(o),function(){this.pipeline.reset(),this.pipeline.add.apply(this.pipeline,n),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add.apply(this.searchPipeline,s))}}}});
\ No newline at end of file
diff --git a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.nl.min.js b/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.nl.min.js
deleted file mode 100644
index c4a2535948..0000000000
--- a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.nl.min.js
+++ /dev/null
@@ -1,18 +0,0 @@
-/*!
- * Lunr languages, `Dutch` language
- * https://github.com/MihaiValentin/lunr-languages
- *
- * Copyright 2014, Mihai Valentin
- * http://www.mozilla.org/MPL/
- */
-/*!
- * based on
- * Snowball JavaScript Library v0.3
- * http://code.google.com/p/urim/
- * http://snowball.tartarus.org/
- *
- * Copyright 2010, Oleg Mazko
- * http://www.mozilla.org/MPL/
- */
-
-!function(r,e){"function"==typeof define&&define.amd?define(e):"object"==typeof exports?module.exports=e():e()(r.lunr)}(this,function(){return function(r){if(void 0===r)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===r.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");r.nl=function(){this.pipeline.reset(),this.pipeline.add(r.nl.trimmer,r.nl.stopWordFilter,r.nl.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(r.nl.stemmer))},r.nl.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",r.nl.trimmer=r.trimmerSupport.generateTrimmer(r.nl.wordCharacters),r.Pipeline.registerFunction(r.nl.trimmer,"trimmer-nl"),r.nl.stemmer=function(){var e=r.stemmerSupport.Among,i=r.stemmerSupport.SnowballProgram,n=new function(){function r(){for(var r,e,i,o=C.cursor;;){if(C.bra=C.cursor,r=C.find_among(b,11))switch(C.ket=C.cursor,r){case 1:C.slice_from("a");continue;case 2:C.slice_from("e");continue;case 3:C.slice_from("i");continue;case 4:C.slice_from("o");continue;case 5:C.slice_from("u");continue;case 6:if(C.cursor>=C.limit)break;C.cursor++;continue}break}for(C.cursor=o,C.bra=o,C.eq_s(1,"y")?(C.ket=C.cursor,C.slice_from("Y")):C.cursor=o;;)if(e=C.cursor,C.in_grouping(q,97,232)){if(i=C.cursor,C.bra=i,C.eq_s(1,"i"))C.ket=C.cursor,C.in_grouping(q,97,232)&&(C.slice_from("I"),C.cursor=e);else if(C.cursor=i,C.eq_s(1,"y"))C.ket=C.cursor,C.slice_from("Y"),C.cursor=e;else if(n(e))break}else if(n(e))break}function n(r){return C.cursor=r,r>=C.limit||(C.cursor++,!1)}function o(){_=C.limit,d=_,t()||(_=C.cursor,_<3&&(_=3),t()||(d=C.cursor))}function t(){for(;!C.in_grouping(q,97,232);){if(C.cursor>=C.limit)return!0;C.cursor++}for(;!C.out_grouping(q,97,232);){if(C.cursor>=C.limit)return!0;C.cursor++}return!1}function s(){for(var r;;)if(C.bra=C.cursor,r=C.find_among(p,3))switch(C.ket=C.cursor,r){case 1:C.slice_from("y");break;case 2:C.slice_from("i");break;case 3:if(C.cursor>=C.limit)return;C.cursor++}}function u(){return _<=C.cursor}function c(){return d<=C.cursor}function a(){var r=C.limit-C.cursor;C.find_among_b(g,3)&&(C.cursor=C.limit-r,C.ket=C.cursor,C.cursor>C.limit_backward&&(C.cursor--,C.bra=C.cursor,C.slice_del()))}function l(){var r;w=!1,C.ket=C.cursor,C.eq_s_b(1,"e")&&(C.bra=C.cursor,u()&&(r=C.limit-C.cursor,C.out_grouping_b(q,97,232)&&(C.cursor=C.limit-r,C.slice_del(),w=!0,a())))}function m(){var r;u()&&(r=C.limit-C.cursor,C.out_grouping_b(q,97,232)&&(C.cursor=C.limit-r,C.eq_s_b(3,"gem")||(C.cursor=C.limit-r,C.slice_del(),a())))}function f(){var r,e,i,n,o,t,s=C.limit-C.cursor;if(C.ket=C.cursor,r=C.find_among_b(h,5))switch(C.bra=C.cursor,r){case 1:u()&&C.slice_from("heid");break;case 2:m();break;case 3:u()&&C.out_grouping_b(j,97,232)&&C.slice_del()}if(C.cursor=C.limit-s,l(),C.cursor=C.limit-s,C.ket=C.cursor,C.eq_s_b(4,"heid")&&(C.bra=C.cursor,c()&&(e=C.limit-C.cursor,C.eq_s_b(1,"c")||(C.cursor=C.limit-e,C.slice_del(),C.ket=C.cursor,C.eq_s_b(2,"en")&&(C.bra=C.cursor,m())))),C.cursor=C.limit-s,C.ket=C.cursor,r=C.find_among_b(k,6))switch(C.bra=C.cursor,r){case 1:if(c()){if(C.slice_del(),i=C.limit-C.cursor,C.ket=C.cursor,C.eq_s_b(2,"ig")&&(C.bra=C.cursor,c()&&(n=C.limit-C.cursor,!C.eq_s_b(1,"e")))){C.cursor=C.limit-n,C.slice_del();break}C.cursor=C.limit-i,a()}break;case 2:c()&&(o=C.limit-C.cursor,C.eq_s_b(1,"e")||(C.cursor=C.limit-o,C.slice_del()));break;case 3:c()&&(C.slice_del(),l());break;case 4:c()&&C.slice_del();break;case 5:c()&&w&&C.slice_del()}C.cursor=C.limit-s,C.out_grouping_b(z,73,232)&&(t=C.limit-C.cursor,C.find_among_b(v,4)&&C.out_grouping_b(q,97,232)&&(C.cursor=C.limit-t,C.ket=C.cursor,C.cursor>C.limit_backward&&(C.cursor--,C.bra=C.cursor,C.slice_del())))}var d,_,w,b=[new e("",-1,6),new e("á",0,1),new e("ä",0,1),new e("é",0,2),new e("ë",0,2),new e("í",0,3),new e("ï",0,3),new e("ó",0,4),new e("ö",0,4),new e("ú",0,5),new e("ü",0,5)],p=[new e("",-1,3),new e("I",0,2),new e("Y",0,1)],g=[new e("dd",-1,-1),new e("kk",-1,-1),new e("tt",-1,-1)],h=[new e("ene",-1,2),new e("se",-1,3),new e("en",-1,2),new e("heden",2,1),new e("s",-1,3)],k=[new e("end",-1,1),new e("ig",-1,2),new e("ing",-1,1),new e("lijk",-1,3),new e("baar",-1,4),new e("bar",-1,5)],v=[new e("aa",-1,-1),new e("ee",-1,-1),new e("oo",-1,-1),new e("uu",-1,-1)],q=[17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,128],z=[1,0,0,17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,128],j=[17,67,16,1,0,0,0,0,0,0,0,0,0,0,0,0,128],C=new i;this.setCurrent=function(r){C.setCurrent(r)},this.getCurrent=function(){return C.getCurrent()},this.stem=function(){var e=C.cursor;return r(),C.cursor=e,o(),C.limit_backward=e,C.cursor=C.limit,f(),C.cursor=C.limit_backward,s(),!0}};return function(r){return"function"==typeof r.update?r.update(function(r){return n.setCurrent(r),n.stem(),n.getCurrent()}):(n.setCurrent(r),n.stem(),n.getCurrent())}}(),r.Pipeline.registerFunction(r.nl.stemmer,"stemmer-nl"),r.nl.stopWordFilter=r.generateStopWordFilter(" aan al alles als altijd andere ben bij daar dan dat de der deze die dit doch doen door dus een eens en er ge geen geweest haar had heb hebben heeft hem het hier hij hoe hun iemand iets ik in is ja je kan kon kunnen maar me meer men met mij mijn moet na naar niet niets nog nu of om omdat onder ons ook op over reeds te tegen toch toen tot u uit uw van veel voor want waren was wat werd wezen wie wil worden wordt zal ze zelf zich zij zijn zo zonder zou".split(" ")),r.Pipeline.registerFunction(r.nl.stopWordFilter,"stopWordFilter-nl")}});
\ No newline at end of file
diff --git a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.no.min.js b/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.no.min.js
deleted file mode 100644
index 92bc7e4e89..0000000000
--- a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.no.min.js
+++ /dev/null
@@ -1,18 +0,0 @@
-/*!
- * Lunr languages, `Norwegian` language
- * https://github.com/MihaiValentin/lunr-languages
- *
- * Copyright 2014, Mihai Valentin
- * http://www.mozilla.org/MPL/
- */
-/*!
- * based on
- * Snowball JavaScript Library v0.3
- * http://code.google.com/p/urim/
- * http://snowball.tartarus.org/
- *
- * Copyright 2010, Oleg Mazko
- * http://www.mozilla.org/MPL/
- */
-
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\ No newline at end of file
diff --git a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.pt.min.js b/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.pt.min.js
deleted file mode 100644
index 6c16996d65..0000000000
--- a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.pt.min.js
+++ /dev/null
@@ -1,18 +0,0 @@
-/*!
- * Lunr languages, `Portuguese` language
- * https://github.com/MihaiValentin/lunr-languages
- *
- * Copyright 2014, Mihai Valentin
- * http://www.mozilla.org/MPL/
- */
-/*!
- * based on
- * Snowball JavaScript Library v0.3
- * http://code.google.com/p/urim/
- * http://snowball.tartarus.org/
- *
- * Copyright 2010, Oleg Mazko
- * http://www.mozilla.org/MPL/
- */
-
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diff --git a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.ro.min.js b/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.ro.min.js
deleted file mode 100644
index 7277140181..0000000000
--- a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.ro.min.js
+++ /dev/null
@@ -1,18 +0,0 @@
-/*!
- * Lunr languages, `Romanian` language
- * https://github.com/MihaiValentin/lunr-languages
- *
- * Copyright 2014, Mihai Valentin
- * http://www.mozilla.org/MPL/
- */
-/*!
- * based on
- * Snowball JavaScript Library v0.3
- * http://code.google.com/p/urim/
- * http://snowball.tartarus.org/
- *
- * Copyright 2010, Oleg Mazko
- * http://www.mozilla.org/MPL/
- */
-
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dă ea ei el ele eram este eu eşti face fata fi fie fiecare fii fim fiu fiţi frumos fără graţie halbă iar ieri la le li lor lui lângă lîngă mai mea mei mele mereu meu mi mie mine mult multă mulţi mulţumesc mâine mîine mă ne nevoie nici nicăieri nimeni nimeri nimic nişte noastre noastră noi noroc nostru nouă noştri nu opt ori oricare orice oricine oricum oricând oricât oricînd oricît oriunde patra patru patrulea pe pentru peste pic poate pot prea prima primul prin puţin puţina puţină până pînă rog sa sale sau se spate spre sub sunt suntem sunteţi sută sînt sîntem sînteţi să săi său ta tale te timp tine toate toată tot totuşi toţi trei treia treilea tu tăi tău un una unde undeva unei uneia unele uneori unii unor unora unu unui unuia unul vi voastre voastră voi vostru vouă voştri vreme vreo vreun vă zece zero zi zice îi îl îmi împotriva în  înainte înaintea încotro încât încît între întrucât întrucît îţi ăla ălea ăsta ăstea ăştia şapte şase şi ştiu ţi ţie".split(" 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\ No newline at end of file
diff --git a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.ru.min.js b/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.ru.min.js
deleted file mode 100644
index 186cc485c2..0000000000
--- a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.ru.min.js
+++ /dev/null
@@ -1,18 +0,0 @@
-/*!
- * Lunr languages, `Russian` language
- * https://github.com/MihaiValentin/lunr-languages
- *
- * Copyright 2014, Mihai Valentin
- * http://www.mozilla.org/MPL/
- */
-/*!
- * based on
- * Snowball JavaScript Library v0.3
- * http://code.google.com/p/urim/
- * http://snowball.tartarus.org/
- *
- * Copyright 2010, Oleg Mazko
- * http://www.mozilla.org/MPL/
- */
-
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n("ость",-1,1)],q=[new n("ейше",-1,1),new n("н",-1,2),new n("ейш",-1,1),new n("ь",-1,3)],S=[33,65,8,232],W=new r;this.setCurrent=function(e){W.setCurrent(e)},this.getCurrent=function(){return W.getCurrent()},this.stem=function(){return w(),W.cursor=W.limit,!(W.cursor<b)&&(W.limit_backward=b,o()||(W.cursor=W.limit,f()||(W.cursor=W.limit),m()||(W.cursor=W.limit,l()||(W.cursor=W.limit,a()))),W.cursor=W.limit,W.ket=W.cursor,W.eq_s_b(1,"и")?(W.bra=W.cursor,W.slice_del()):W.cursor=W.limit,p(),W.cursor=W.limit,d(),!0)}};return function(e){return"function"==typeof e.update?e.update(function(e){return t.setCurrent(e),t.stem(),t.getCurrent()}):(t.setCurrent(e),t.stem(),t.getCurrent())}}(),e.Pipeline.registerFunction(e.ru.stemmer,"stemmer-ru"),e.ru.stopWordFilter=e.generateStopWordFilter("алло без близко более больше будем будет будете будешь будто буду будут будь бы бывает бывь был была были было быть в важная важное важные важный вам вами вас ваш ваша ваше ваши вверх вдали вдруг ведь везде весь вниз внизу во вокруг вон восемнадцатый восемнадцать восемь восьмой вот впрочем времени время все всегда всего всем всеми всему всех всею всю всюду вся всё второй вы г где говорил говорит год года году да давно даже далеко дальше даром два двадцатый двадцать две двенадцатый двенадцать двух девятнадцатый девятнадцать девятый девять действительно дел день десятый десять для до довольно долго должно другая другие других друго другое другой е его ее ей ему если есть еще ещё ею её ж же жизнь за занят занята занято заняты затем зато зачем здесь значит и из или им именно иметь ими имя иногда их к каждая каждое каждые каждый кажется как какая какой кем когда кого ком кому конечно которая которого которой которые который которых кроме кругом кто куда лет ли лишь лучше люди м мало между меля менее меньше меня миллионов мимо мира мне много многочисленная многочисленное многочисленные многочисленный мной мною мог могут мож может можно можхо мои мой мор мочь моя моё мы на наверху над надо назад наиболее наконец нам нами нас начала наш наша наше наши не него недавно недалеко нее ней нельзя нем немного нему непрерывно нередко несколько нет нею неё ни нибудь ниже низко никогда никуда ними них ничего но ну нужно нх о об оба обычно один одиннадцатый одиннадцать однажды однако одного одной около он она они оно опять особенно от отовсюду отсюда очень первый перед по под пожалуйста позже пока пор пора после посреди потом потому почему почти прекрасно при про просто против процентов пятнадцатый пятнадцать пятый пять раз разве рано раньше рядом с сам сама сами самим самими самих само самого самой самом самому саму свое своего своей свои своих свою сеаой себе себя сегодня седьмой сейчас семнадцатый семнадцать семь сих сказал сказала сказать сколько слишком сначала снова со собой собою совсем спасибо стал суть т та так такая также такие такое такой там твой твоя твоё те тебе тебя тем теми теперь тех то тобой тобою тогда того тоже только том тому тот тою третий три тринадцатый тринадцать ту туда тут ты тысяч у уж уже уметь хорошо хотеть хоть хотя хочешь часто чаще чего человек чем чему через четвертый четыре четырнадцатый четырнадцать что чтоб чтобы чуть шестнадцатый шестнадцать шестой шесть эта эти этим этими этих это этого этой этом этому этот эту я \ufeffа".split(" ")),e.Pipeline.registerFunction(e.ru.stopWordFilter,"stopWordFilter-ru")}});
\ No newline at end of file
diff --git a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.sa.min.js b/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.sa.min.js
deleted file mode 100644
index 50ee564205..0000000000
--- a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.sa.min.js
+++ /dev/null
@@ -1 +0,0 @@
-!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.sa=function(){this.pipeline.reset(),this.pipeline.add(e.sa.trimmer,e.sa.stopWordFilter,e.sa.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.sa.stemmer))},e.sa.wordCharacters="ऀ-ःऄ-एऐ-टठ-यर-िी-ॏॐ-य़ॠ-९॰-ॿ꣠-꣱ꣲ-ꣷ꣸-ꣻ꣼-ꣽꣾ-ꣿᆰ0-ᆰ9",e.sa.trimmer=e.trimmerSupport.generateTrimmer(e.sa.wordCharacters),e.Pipeline.registerFunction(e.sa.trimmer,"trimmer-sa"),e.sa.stopWordFilter=e.generateStopWordFilter('तथा अयम्‌ एकम्‌ इत्यस्मिन्‌ तथा तत्‌ वा अयम्‌ इत्यस्य ते आहूत उपरि तेषाम्‌  किन्तु तेषाम्‌ तदा इत्यनेन अधिकः इत्यस्य तत्‌ केचन बहवः द्वि तथा महत्वपूर्णः अयम्‌ अस्य  विषये अयं अस्ति तत्‌ प्रथमः विषये इत्युपरि इत्युपरि इतर अधिकतमः अधिकः अपि सामान्यतया ठ इतरेतर नूतनम्‌ द  न्यूनम्‌ कश्चित्‌ वा विशालः द  सः अस्ति तदनुसारम् तत्र अस्ति केवलम्‌ अपि अत्र सर्वे विविधाः तत्‌ बहवः यतः इदानीम्‌ द  दक्षिण इत्यस्मै तस्य उपरि नथ अतीव कार्यम्‌ सर्वे एकैकम्‌ इत्यादि। एते सन्ति  उत इत्थम्‌ मध्ये एतदर्थं . स कस्य प्रथमः श्री. करोति अस्मिन् प्रकारः निर्मिता कालः तत्र कर्तुं  समान अधुना ते सन्ति स एकः अस्ति सः अर्थात् तेषां कृते . स्थितम्  विशेषः अग्रिम तेषाम्‌ समान स्रोतः ख म समान इदानीमपि अधिकतया करोतु ते समान इत्यस्य वीथी सह यस्मिन्  कृतवान्‌ धृतः तदा पुनः पूर्वं सः आगतः किम्‌ कुल इतर पुरा  मात्रा स विषये उ अतएव अपि नगरस्य  उपरि यतः प्रतिशतं  कतरः कालः साधनानि भूत तथापि जात सम्बन्धि अन्यत्‌ ग अतः अस्माकं स्वकीयाः अस्माकं इदानीं अन्तः इत्यादयः भवन्तः इत्यादयः एते एताः तस्य अस्य इदम् एते तेषां तेषां तेषां तान् तेषां तेषां तेषां समानः सः एकः च तादृशाः बहवः अन्ये च वदन्ति यत् कियत् कस्मै  कस्मै  यस्मै  यस्मै  यस्मै  यस्मै न अतिनीचः किन्तु प्रथमं सम्पूर्णतया  ततः चिरकालानन्तरं पुस्तकं सम्पूर्णतया अन्तः  किन्तु अत्र वा इह इव श्रद्धाय अवशिष्यते  परन्तु अन्ये वर्गाः सन्ति ते सन्ति शक्नुवन्ति सर्वे मिलित्वा सर्वे एकत्र"'.split(" ")),e.sa.stemmer=function(){return function(e){return"function"==typeof e.update?e.update(function(e){return e}):e}}();var r=e.wordcut;r.init(),e.sa.tokenizer=function(t){if(!arguments.length||null==t||void 0==t)return[];if(Array.isArray(t))return t.map(function(r){return isLunr2?new e.Token(r.toLowerCase()):r.toLowerCase()});var i=t.toString().toLowerCase().replace(/^\s+/,"");return r.cut(i).split("|")},e.Pipeline.registerFunction(e.sa.stemmer,"stemmer-sa"),e.Pipeline.registerFunction(e.sa.stopWordFilter,"stopWordFilter-sa")}});
\ No newline at end of file
diff --git a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.stemmer.support.min.js b/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.stemmer.support.min.js
deleted file mode 100644
index abd4475bb1..0000000000
--- a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.stemmer.support.min.js
+++ /dev/null
@@ -1 +0,0 @@
-!function(r,t){"function"==typeof define&&define.amd?define(t):"object"==typeof exports?module.exports=t():t()(r.lunr)}(this,function(){return function(r){r.stemmerSupport={Among:function(r,t,i,s){if(this.toCharArray=function(r){for(var t=r.length,i=new Array(t),s=0;s<t;s++)i[s]=r.charCodeAt(s);return i},!r&&""!=r||!t&&0!=t||!i)throw"Bad Among initialisation: s:"+r+", substring_i: "+t+", result: "+i;this.s_size=r.length,this.s=this.toCharArray(r),this.substring_i=t,this.result=i,this.method=s},SnowballProgram:function(){var r;return{bra:0,ket:0,limit:0,cursor:0,limit_backward:0,setCurrent:function(t){r=t,this.cursor=0,this.limit=t.length,this.limit_backward=0,this.bra=this.cursor,this.ket=this.limit},getCurrent:function(){var t=r;return r=null,t},in_grouping:function(t,i,s){if(this.cursor<this.limit){var e=r.charCodeAt(this.cursor);if(e<=s&&e>=i&&(e-=i,t[e>>3]&1<<(7&e)))return this.cursor++,!0}return!1},in_grouping_b:function(t,i,s){if(this.cursor>this.limit_backward){var e=r.charCodeAt(this.cursor-1);if(e<=s&&e>=i&&(e-=i,t[e>>3]&1<<(7&e)))return this.cursor--,!0}return!1},out_grouping:function(t,i,s){if(this.cursor<this.limit){var e=r.charCodeAt(this.cursor);if(e>s||e<i)return this.cursor++,!0;if(e-=i,!(t[e>>3]&1<<(7&e)))return this.cursor++,!0}return!1},out_grouping_b:function(t,i,s){if(this.cursor>this.limit_backward){var e=r.charCodeAt(this.cursor-1);if(e>s||e<i)return this.cursor--,!0;if(e-=i,!(t[e>>3]&1<<(7&e)))return this.cursor--,!0}return!1},eq_s:function(t,i){if(this.limit-this.cursor<t)return!1;for(var s=0;s<t;s++)if(r.charCodeAt(this.cursor+s)!=i.charCodeAt(s))return!1;return this.cursor+=t,!0},eq_s_b:function(t,i){if(this.cursor-this.limit_backward<t)return!1;for(var s=0;s<t;s++)if(r.charCodeAt(this.cursor-t+s)!=i.charCodeAt(s))return!1;return this.cursor-=t,!0},find_among:function(t,i){for(var s=0,e=i,n=this.cursor,u=this.limit,o=0,h=0,c=!1;;){for(var a=s+(e-s>>1),f=0,l=o<h?o:h,_=t[a],m=l;m<_.s_size;m++){if(n+l==u){f=-1;break}if(f=r.charCodeAt(n+l)-_.s[m])break;l++}if(f<0?(e=a,h=l):(s=a,o=l),e-s<=1){if(s>0||e==s||c)break;c=!0}}for(;;){var _=t[s];if(o>=_.s_size){if(this.cursor=n+_.s_size,!_.method)return _.result;var b=_.method();if(this.cursor=n+_.s_size,b)return _.result}if((s=_.substring_i)<0)return 0}},find_among_b:function(t,i){for(var s=0,e=i,n=this.cursor,u=this.limit_backward,o=0,h=0,c=!1;;){for(var a=s+(e-s>>1),f=0,l=o<h?o:h,_=t[a],m=_.s_size-1-l;m>=0;m--){if(n-l==u){f=-1;break}if(f=r.charCodeAt(n-1-l)-_.s[m])break;l++}if(f<0?(e=a,h=l):(s=a,o=l),e-s<=1){if(s>0||e==s||c)break;c=!0}}for(;;){var _=t[s];if(o>=_.s_size){if(this.cursor=n-_.s_size,!_.method)return _.result;var b=_.method();if(this.cursor=n-_.s_size,b)return _.result}if((s=_.substring_i)<0)return 0}},replace_s:function(t,i,s){var e=s.length-(i-t),n=r.substring(0,t),u=r.substring(i);return r=n+s+u,this.limit+=e,this.cursor>=i?this.cursor+=e:this.cursor>t&&(this.cursor=t),e},slice_check:function(){if(this.bra<0||this.bra>this.ket||this.ket>this.limit||this.limit>r.length)throw"faulty slice operation"},slice_from:function(r){this.slice_check(),this.replace_s(this.bra,this.ket,r)},slice_del:function(){this.slice_from("")},insert:function(r,t,i){var s=this.replace_s(r,t,i);r<=this.bra&&(this.bra+=s),r<=this.ket&&(this.ket+=s)},slice_to:function(){return this.slice_check(),r.substring(this.bra,this.ket)},eq_v_b:function(r){return this.eq_s_b(r.length,r)}}}},r.trimmerSupport={generateTrimmer:function(r){var t=new RegExp("^[^"+r+"]+"),i=new RegExp("[^"+r+"]+$");return function(r){return"function"==typeof r.update?r.update(function(r){return r.replace(t,"").replace(i,"")}):r.replace(t,"").replace(i,"")}}}}});
\ No newline at end of file
diff --git a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.sv.min.js b/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.sv.min.js
deleted file mode 100644
index 3e5eb64000..0000000000
--- a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.sv.min.js
+++ /dev/null
@@ -1,18 +0,0 @@
-/*!
- * Lunr languages, `Swedish` language
- * https://github.com/MihaiValentin/lunr-languages
- *
- * Copyright 2014, Mihai Valentin
- * http://www.mozilla.org/MPL/
- */
-/*!
- * based on
- * Snowball JavaScript Library v0.3
- * http://code.google.com/p/urim/
- * http://snowball.tartarus.org/
- *
- * Copyright 2010, Oleg Mazko
- * http://www.mozilla.org/MPL/
- */
-
-!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.sv=function(){this.pipeline.reset(),this.pipeline.add(e.sv.trimmer,e.sv.stopWordFilter,e.sv.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.sv.stemmer))},e.sv.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",e.sv.trimmer=e.trimmerSupport.generateTrimmer(e.sv.wordCharacters),e.Pipeline.registerFunction(e.sv.trimmer,"trimmer-sv"),e.sv.stemmer=function(){var r=e.stemmerSupport.Among,n=e.stemmerSupport.SnowballProgram,t=new function(){function e(){var e,r=w.cursor+3;if(o=w.limit,0<=r||r<=w.limit){for(a=r;;){if(e=w.cursor,w.in_grouping(l,97,246)){w.cursor=e;break}if(w.cursor=e,w.cursor>=w.limit)return;w.cursor++}for(;!w.out_grouping(l,97,246);){if(w.cursor>=w.limit)return;w.cursor++}o=w.cursor,o<a&&(o=a)}}function t(){var e,r=w.limit_backward;if(w.cursor>=o&&(w.limit_backward=o,w.cursor=w.limit,w.ket=w.cursor,e=w.find_among_b(u,37),w.limit_backward=r,e))switch(w.bra=w.cursor,e){case 1:w.slice_del();break;case 2:w.in_grouping_b(d,98,121)&&w.slice_del()}}function i(){var e=w.limit_backward;w.cursor>=o&&(w.limit_backward=o,w.cursor=w.limit,w.find_among_b(c,7)&&(w.cursor=w.limit,w.ket=w.cursor,w.cursor>w.limit_backward&&(w.bra=--w.cursor,w.slice_del())),w.limit_backward=e)}function s(){var e,r;if(w.cursor>=o){if(r=w.limit_backward,w.limit_backward=o,w.cursor=w.limit,w.ket=w.cursor,e=w.find_among_b(m,5))switch(w.bra=w.cursor,e){case 1:w.slice_del();break;case 2:w.slice_from("lös");break;case 3:w.slice_from("full")}w.limit_backward=r}}var a,o,u=[new r("a",-1,1),new r("arna",0,1),new r("erna",0,1),new r("heterna",2,1),new r("orna",0,1),new r("ad",-1,1),new r("e",-1,1),new r("ade",6,1),new r("ande",6,1),new r("arne",6,1),new r("are",6,1),new r("aste",6,1),new r("en",-1,1),new r("anden",12,1),new r("aren",12,1),new r("heten",12,1),new r("ern",-1,1),new r("ar",-1,1),new r("er",-1,1),new r("heter",18,1),new r("or",-1,1),new r("s",-1,2),new r("as",21,1),new r("arnas",22,1),new r("ernas",22,1),new r("ornas",22,1),new r("es",21,1),new r("ades",26,1),new r("andes",26,1),new r("ens",21,1),new r("arens",29,1),new r("hetens",29,1),new r("erns",21,1),new r("at",-1,1),new r("andet",-1,1),new r("het",-1,1),new r("ast",-1,1)],c=[new r("dd",-1,-1),new r("gd",-1,-1),new r("nn",-1,-1),new r("dt",-1,-1),new r("gt",-1,-1),new r("kt",-1,-1),new r("tt",-1,-1)],m=[new r("ig",-1,1),new r("lig",0,1),new r("els",-1,1),new r("fullt",-1,3),new r("löst",-1,2)],l=[17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,24,0,32],d=[119,127,149],w=new n;this.setCurrent=function(e){w.setCurrent(e)},this.getCurrent=function(){return w.getCurrent()},this.stem=function(){var r=w.cursor;return e(),w.limit_backward=r,w.cursor=w.limit,t(),w.cursor=w.limit,i(),w.cursor=w.limit,s(),!0}};return function(e){return"function"==typeof e.update?e.update(function(e){return t.setCurrent(e),t.stem(),t.getCurrent()}):(t.setCurrent(e),t.stem(),t.getCurrent())}}(),e.Pipeline.registerFunction(e.sv.stemmer,"stemmer-sv"),e.sv.stopWordFilter=e.generateStopWordFilter("alla allt att av blev bli blir blivit de dem den denna deras dess dessa det detta dig din dina ditt du där då efter ej eller en er era ert ett från för ha hade han hans har henne hennes hon honom hur här i icke ingen inom inte jag ju kan kunde man med mellan men mig min mina mitt mot mycket ni nu när någon något några och om oss på samma sedan sig sin sina sitta själv skulle som så sådan sådana sådant till under upp ut utan vad var vara varför varit varje vars vart vem vi vid vilka vilkas vilken vilket vår våra vårt än är åt över".split(" ")),e.Pipeline.registerFunction(e.sv.stopWordFilter,"stopWordFilter-sv")}});
\ No newline at end of file
diff --git a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.ta.min.js b/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.ta.min.js
deleted file mode 100644
index a644bed228..0000000000
--- a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.ta.min.js
+++ /dev/null
@@ -1 +0,0 @@
-!function(e,t){"function"==typeof define&&define.amd?define(t):"object"==typeof exports?module.exports=t():t()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.ta=function(){this.pipeline.reset(),this.pipeline.add(e.ta.trimmer,e.ta.stopWordFilter,e.ta.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.ta.stemmer))},e.ta.wordCharacters="஀-உஊ-ஏஐ-ஙச-ட஠-னப-யர-ஹ஺-ிீ-௉ொ-௏ௐ-௙௚-௟௠-௩௪-௯௰-௹௺-௿a-zA-Zａ-ｚＡ-Ｚ0-9０-９",e.ta.trimmer=e.trimmerSupport.generateTrimmer(e.ta.wordCharacters),e.Pipeline.registerFunction(e.ta.trimmer,"trimmer-ta"),e.ta.stopWordFilter=e.generateStopWordFilter("அங்கு அங்கே அது அதை அந்த அவர் அவர்கள் அவள் அவன் அவை ஆக ஆகவே ஆகையால் ஆதலால் ஆதலினால் ஆனாலும் ஆனால் இங்கு இங்கே இது இதை இந்த இப்படி இவர் இவர்கள் இவள் இவன் இவை இவ்வளவு உனக்கு உனது உன் உன்னால் எங்கு எங்கே எது எதை எந்த எப்படி எவர் எவர்கள் எவள் எவன் எவை எவ்வளவு எனக்கு எனது எனவே என் என்ன என்னால் ஏது ஏன் தனது தன்னால் தானே தான் நாங்கள் நாம் நான் நீ நீங்கள்".split(" ")),e.ta.stemmer=function(){return function(e){return"function"==typeof e.update?e.update(function(e){return e}):e}}();var t=e.wordcut;t.init(),e.ta.tokenizer=function(r){if(!arguments.length||null==r||void 0==r)return[];if(Array.isArray(r))return r.map(function(t){return isLunr2?new e.Token(t.toLowerCase()):t.toLowerCase()});var i=r.toString().toLowerCase().replace(/^\s+/,"");return t.cut(i).split("|")},e.Pipeline.registerFunction(e.ta.stemmer,"stemmer-ta"),e.Pipeline.registerFunction(e.ta.stopWordFilter,"stopWordFilter-ta")}});
\ No newline at end of file
diff --git a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.te.min.js b/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.te.min.js
deleted file mode 100644
index 9fa7a93b99..0000000000
--- a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.te.min.js
+++ /dev/null
@@ -1 +0,0 @@
-!function(e,t){"function"==typeof define&&define.amd?define(t):"object"==typeof exports?module.exports=t():t()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.te=function(){this.pipeline.reset(),this.pipeline.add(e.te.trimmer,e.te.stopWordFilter,e.te.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.te.stemmer))},e.te.wordCharacters="ఀ-ఄఅ-ఔక-హా-ౌౕ-ౖౘ-ౚౠ-ౡౢ-ౣ౦-౯౸-౿఼ఽ్ౝ౷౤౥",e.te.trimmer=e.trimmerSupport.generateTrimmer(e.te.wordCharacters),e.Pipeline.registerFunction(e.te.trimmer,"trimmer-te"),e.te.stopWordFilter=e.generateStopWordFilter("అందరూ అందుబాటులో అడగండి అడగడం అడ్డంగా అనుగుణంగా అనుమతించు అనుమతిస్తుంది అయితే ఇప్పటికే ఉన్నారు ఎక్కడైనా ఎప్పుడు ఎవరైనా ఎవరో ఏ ఏదైనా ఏమైనప్పటికి ఒక ఒకరు కనిపిస్తాయి కాదు కూడా గా గురించి చుట్టూ చేయగలిగింది తగిన తర్వాత దాదాపు దూరంగా నిజంగా పై ప్రకారం ప్రక్కన మధ్య మరియు మరొక మళ్ళీ మాత్రమే మెచ్చుకో వద్ద వెంట వేరుగా వ్యతిరేకంగా సంబంధం".split(" ")),e.te.stemmer=function(){return function(e){return"function"==typeof e.update?e.update(function(e){return e}):e}}();var t=e.wordcut;t.init(),e.te.tokenizer=function(r){if(!arguments.length||null==r||void 0==r)return[];if(Array.isArray(r))return r.map(function(t){return isLunr2?new e.Token(t.toLowerCase()):t.toLowerCase()});var i=r.toString().toLowerCase().replace(/^\s+/,"");return t.cut(i).split("|")},e.Pipeline.registerFunction(e.te.stemmer,"stemmer-te"),e.Pipeline.registerFunction(e.te.stopWordFilter,"stopWordFilter-te")}});
\ No newline at end of file
diff --git a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.th.min.js b/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.th.min.js
deleted file mode 100644
index dee3aac6e5..0000000000
--- a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.th.min.js
+++ /dev/null
@@ -1 +0,0 @@
-!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");var r="2"==e.version[0];e.th=function(){this.pipeline.reset(),this.pipeline.add(e.th.trimmer),r?this.tokenizer=e.th.tokenizer:(e.tokenizer&&(e.tokenizer=e.th.tokenizer),this.tokenizerFn&&(this.tokenizerFn=e.th.tokenizer))},e.th.wordCharacters="[฀-๿]",e.th.trimmer=e.trimmerSupport.generateTrimmer(e.th.wordCharacters),e.Pipeline.registerFunction(e.th.trimmer,"trimmer-th");var t=e.wordcut;t.init(),e.th.tokenizer=function(i){if(!arguments.length||null==i||void 0==i)return[];if(Array.isArray(i))return i.map(function(t){return r?new e.Token(t):t});var n=i.toString().replace(/^\s+/,"");return t.cut(n).split("|")}}});
\ No newline at end of file
diff --git a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.tr.min.js b/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.tr.min.js
deleted file mode 100644
index 563f6ec1f5..0000000000
--- a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.tr.min.js
+++ /dev/null
@@ -1,18 +0,0 @@
-/*!
- * Lunr languages, `Turkish` language
- * https://github.com/MihaiValentin/lunr-languages
- *
- * Copyright 2014, Mihai Valentin
- * http://www.mozilla.org/MPL/
- */
-/*!
- * based on
- * Snowball JavaScript Library v0.3
- * http://code.google.com/p/urim/
- * http://snowball.tartarus.org/
- *
- * Copyright 2010, Oleg Mazko
- * http://www.mozilla.org/MPL/
- */
-
-!function(r,i){"function"==typeof define&&define.amd?define(i):"object"==typeof exports?module.exports=i():i()(r.lunr)}(this,function(){return function(r){if(void 0===r)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===r.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");r.tr=function(){this.pipeline.reset(),this.pipeline.add(r.tr.trimmer,r.tr.stopWordFilter,r.tr.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(r.tr.stemmer))},r.tr.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",r.tr.trimmer=r.trimmerSupport.generateTrimmer(r.tr.wordCharacters),r.Pipeline.registerFunction(r.tr.trimmer,"trimmer-tr"),r.tr.stemmer=function(){var i=r.stemmerSupport.Among,e=r.stemmerSupport.SnowballProgram,n=new function(){function r(r,i,e){for(;;){var n=Dr.limit-Dr.cursor;if(Dr.in_grouping_b(r,i,e)){Dr.cursor=Dr.limit-n;break}if(Dr.cursor=Dr.limit-n,Dr.cursor<=Dr.limit_backward)return!1;Dr.cursor--}return!0}function n(){var i,e;i=Dr.limit-Dr.cursor,r(Wr,97,305);for(var n=0;n<Br.length;n++){e=Dr.limit-Dr.cursor;var t=Br[n];if(Dr.eq_s_b(1,t[0])&&r(t[1],t[2],t[3]))return Dr.cursor=Dr.limit-i,!0;Dr.cursor=Dr.limit-e}return 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Dr.find_among_b(Pr,8)&&c()}function T(){return n()&&Dr.find_among_b(Fr,4)&&c()}function Z(){return Dr.eq_s_b(3,"ken")&&c()}function B(){var r=Dr.limit-Dr.cursor;return!(T()||(Dr.cursor=Dr.limit-r,E()||(Dr.cursor=Dr.limit-r,j()||(Dr.cursor=Dr.limit-r,Z()))))}function D(){if(A()){var r=Dr.limit-Dr.cursor;if(S()||(Dr.cursor=Dr.limit-r,W()||(Dr.cursor=Dr.limit-r,C()||(Dr.cursor=Dr.limit-r,P()||(Dr.cursor=Dr.limit-r,F()||(Dr.cursor=Dr.limit-r))))),T())return!1}return!0}function G(){if(W()){Dr.bra=Dr.cursor,Dr.slice_del();var r=Dr.limit-Dr.cursor;return Dr.ket=Dr.cursor,x()||(Dr.cursor=Dr.limit-r,E()||(Dr.cursor=Dr.limit-r,j()||(Dr.cursor=Dr.limit-r,T()||(Dr.cursor=Dr.limit-r)))),nr=!1,!1}return!0}function H(){if(!L())return!0;var r=Dr.limit-Dr.cursor;return!E()&&(Dr.cursor=Dr.limit-r,!j())}function I(){var 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i=Dr.limit-Dr.cursor;if(d())Dr.bra=Dr.cursor,Dr.slice_del();else if(Dr.cursor=Dr.limit-i,m())Dr.bra=Dr.cursor,Dr.slice_del(),Dr.ket=Dr.cursor,W()&&(Dr.bra=Dr.cursor,Dr.slice_del(),K());else if(Dr.cursor=Dr.limit-i,!K())return!1;return!0}function N(r){if(Dr.ket=Dr.cursor,!z()&&(Dr.cursor=Dr.limit-r,!b()))return!1;var i=Dr.limit-Dr.cursor;return!(!m()&&(Dr.cursor=Dr.limit-i,!d()))&&(Dr.bra=Dr.cursor,Dr.slice_del(),Dr.ket=Dr.cursor,W()&&(Dr.bra=Dr.cursor,Dr.slice_del(),K()),!0)}function O(){var r,i=Dr.limit-Dr.cursor;return Dr.ket=Dr.cursor,!(!w()&&(Dr.cursor=Dr.limit-i,!v()))&&(Dr.bra=Dr.cursor,Dr.slice_del(),r=Dr.limit-Dr.cursor,Dr.ket=Dr.cursor,!(!W()||(Dr.bra=Dr.cursor,Dr.slice_del(),!K()))||(Dr.cursor=Dr.limit-r,Dr.ket=Dr.cursor,!(a()||(Dr.cursor=Dr.limit-r,m()||(Dr.cursor=Dr.limit-r,K())))||(Dr.bra=Dr.cursor,Dr.slice_del(),Dr.ket=Dr.cursor,W()&&(Dr.bra=Dr.cursor,Dr.slice_del(),K()),!0)))}function Q(){var r,i,e=Dr.limit-Dr.cursor;if(Dr.ket=Dr.cursor,!p()&&(Dr.cursor=Dr.limit-e,!f()&&(Dr.cursor=Dr.limit-e,!_())))return!1;if(Dr.bra=Dr.cursor,Dr.slice_del(),Dr.ket=Dr.cursor,r=Dr.limit-Dr.cursor,a())Dr.bra=Dr.cursor,Dr.slice_del(),i=Dr.limit-Dr.cursor,Dr.ket=Dr.cursor,W()||(Dr.cursor=Dr.limit-i);else if(Dr.cursor=Dr.limit-r,!W())return!0;return Dr.bra=Dr.cursor,Dr.slice_del(),Dr.ket=Dr.cursor,K(),!0}function R(){var r,i,e=Dr.limit-Dr.cursor;if(Dr.ket=Dr.cursor,W())return Dr.bra=Dr.cursor,Dr.slice_del(),void K();if(Dr.cursor=Dr.limit-e,Dr.ket=Dr.cursor,q())if(Dr.bra=Dr.cursor,Dr.slice_del(),r=Dr.limit-Dr.cursor,Dr.ket=Dr.cursor,d())Dr.bra=Dr.cursor,Dr.slice_del();else{if(Dr.cursor=Dr.limit-r,Dr.ket=Dr.cursor,!a()&&(Dr.cursor=Dr.limit-r,!m())){if(Dr.cursor=Dr.limit-r,Dr.ket=Dr.cursor,!W())return;if(Dr.bra=Dr.cursor,Dr.slice_del(),!K())return}Dr.bra=Dr.cursor,Dr.slice_del(),Dr.ket=Dr.cursor,W()&&(Dr.bra=Dr.cursor,Dr.slice_del(),K())}else if(Dr.cursor=Dr.limit-e,!M(e)&&(Dr.cursor=Dr.limit-e,!N(e))){if(Dr.cursor=Dr.limit-e,Dr.ket=Dr.cursor,y())return Dr.bra=Dr.cursor,Dr.slice_del(),Dr.ket=Dr.cursor,i=Dr.limit-Dr.cursor,void(a()?(Dr.bra=Dr.cursor,Dr.slice_del(),Dr.ket=Dr.cursor,W()&&(Dr.bra=Dr.cursor,Dr.slice_del(),K())):(Dr.cursor=Dr.limit-i,W()?(Dr.bra=Dr.cursor,Dr.slice_del(),K()):(Dr.cursor=Dr.limit-i,K())));if(Dr.cursor=Dr.limit-e,!O()){if(Dr.cursor=Dr.limit-e,d())return Dr.bra=Dr.cursor,void Dr.slice_del();Dr.cursor=Dr.limit-e,K()||(Dr.cursor=Dr.limit-e,Q()||(Dr.cursor=Dr.limit-e,Dr.ket=Dr.cursor,(a()||(Dr.cursor=Dr.limit-e,m()))&&(Dr.bra=Dr.cursor,Dr.slice_del(),Dr.ket=Dr.cursor,W()&&(Dr.bra=Dr.cursor,Dr.slice_del(),K()))))}}}function U(){var r;if(Dr.ket=Dr.cursor,r=Dr.find_among_b(Sr,4))switch(Dr.bra=Dr.cursor,r){case 1:Dr.slice_from("p");break;case 2:Dr.slice_from("ç");break;case 3:Dr.slice_from("t");break;case 4:Dr.slice_from("k")}}function V(){for(;;){var r=Dr.limit-Dr.cursor;if(Dr.in_grouping_b(Wr,97,305)){Dr.cursor=Dr.limit-r;break}if(Dr.cursor=Dr.limit-r,Dr.cursor<=Dr.limit_backward)return!1;Dr.cursor--}return!0}function X(r,i,e){if(Dr.cursor=Dr.limit-r,V()){var n=Dr.limit-Dr.cursor;if(!Dr.eq_s_b(1,i)&&(Dr.cursor=Dr.limit-n,!Dr.eq_s_b(1,e)))return!0;Dr.cursor=Dr.limit-r;var t=Dr.cursor;return Dr.insert(Dr.cursor,Dr.cursor,e),Dr.cursor=t,!1}return!0}function Y(){var r=Dr.limit-Dr.cursor;(Dr.eq_s_b(1,"d")||(Dr.cursor=Dr.limit-r,Dr.eq_s_b(1,"g")))&&X(r,"a","ı")&&X(r,"e","i")&&X(r,"o","u")&&X(r,"ö","ü")}function $(){for(var r,i=Dr.cursor,e=2;;){for(r=Dr.cursor;!Dr.in_grouping(Wr,97,305);){if(Dr.cursor>=Dr.limit)return Dr.cursor=r,!(e>0)&&(Dr.cursor=i,!0);Dr.cursor++}e--}}function rr(r,i,e){for(;!Dr.eq_s(i,e);){if(Dr.cursor>=Dr.limit)return!0;Dr.cursor++}return(tr=i)!=Dr.limit||(Dr.cursor=r,!1)}function ir(){var r=Dr.cursor;return!rr(r,2,"ad")||(Dr.cursor=r,!rr(r,5,"soyad"))}function er(){var r=Dr.cursor;return!ir()&&(Dr.limit_backward=r,Dr.cursor=Dr.limit,Y(),Dr.cursor=Dr.limit,U(),!0)}var nr,tr,ur=[new i("m",-1,-1),new i("n",-1,-1),new i("miz",-1,-1),new i("niz",-1,-1),new i("muz",-1,-1),new i("nuz",-1,-1),new i("müz",-1,-1),new i("nüz",-1,-1),new i("mız",-1,-1),new i("nız",-1,-1)],or=[new i("leri",-1,-1),new i("ları",-1,-1)],sr=[new i("ni",-1,-1),new i("nu",-1,-1),new i("nü",-1,-1),new i("nı",-1,-1)],cr=[new i("in",-1,-1),new i("un",-1,-1),new i("ün",-1,-1),new i("ın",-1,-1)],lr=[new i("a",-1,-1),new i("e",-1,-1)],ar=[new i("na",-1,-1),new i("ne",-1,-1)],mr=[new i("da",-1,-1),new i("ta",-1,-1),new i("de",-1,-1),new i("te",-1,-1)],dr=[new i("nda",-1,-1),new i("nde",-1,-1)],fr=[new i("dan",-1,-1),new i("tan",-1,-1),new i("den",-1,-1),new i("ten",-1,-1)],br=[new i("ndan",-1,-1),new i("nden",-1,-1)],wr=[new i("la",-1,-1),new i("le",-1,-1)],_r=[new i("ca",-1,-1),new i("ce",-1,-1)],kr=[new i("im",-1,-1),new i("um",-1,-1),new i("üm",-1,-1),new i("ım",-1,-1)],pr=[new i("sin",-1,-1),new i("sun",-1,-1),new i("sün",-1,-1),new i("sın",-1,-1)],gr=[new i("iz",-1,-1),new i("uz",-1,-1),new i("üz",-1,-1),new i("ız",-1,-1)],yr=[new i("siniz",-1,-1),new i("sunuz",-1,-1),new i("sünüz",-1,-1),new i("sınız",-1,-1)],zr=[new i("lar",-1,-1),new i("ler",-1,-1)],vr=[new i("niz",-1,-1),new i("nuz",-1,-1),new i("nüz",-1,-1),new i("nız",-1,-1)],hr=[new i("dir",-1,-1),new i("tir",-1,-1),new i("dur",-1,-1),new i("tur",-1,-1),new i("dür",-1,-1),new i("tür",-1,-1),new i("dır",-1,-1),new i("tır",-1,-1)],qr=[new i("casına",-1,-1),new i("cesine",-1,-1)],Cr=[new i("di",-1,-1),new i("ti",-1,-1),new i("dik",-1,-1),new i("tik",-1,-1),new i("duk",-1,-1),new i("tuk",-1,-1),new i("dük",-1,-1),new i("tük",-1,-1),new i("dık",-1,-1),new i("tık",-1,-1),new i("dim",-1,-1),new i("tim",-1,-1),new i("dum",-1,-1),new i("tum",-1,-1),new i("düm",-1,-1),new i("tüm",-1,-1),new i("dım",-1,-1),new i("tım",-1,-1),new i("din",-1,-1),new i("tin",-1,-1),new i("dun",-1,-1),new i("tun",-1,-1),new i("dün",-1,-1),new i("tün",-1,-1),new i("dın",-1,-1),new i("tın",-1,-1),new i("du",-1,-1),new i("tu",-1,-1),new i("dü",-1,-1),new i("tü",-1,-1),new i("dı",-1,-1),new i("tı",-1,-1)],Pr=[new i("sa",-1,-1),new i("se",-1,-1),new i("sak",-1,-1),new i("sek",-1,-1),new i("sam",-1,-1),new i("sem",-1,-1),new i("san",-1,-1),new i("sen",-1,-1)],Fr=[new i("miş",-1,-1),new i("muş",-1,-1),new i("müş",-1,-1),new i("mış",-1,-1)],Sr=[new i("b",-1,1),new i("c",-1,2),new i("d",-1,3),new i("ğ",-1,4)],Wr=[17,65,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,32,8,0,0,0,0,0,0,1],Lr=[1,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,8,0,0,0,0,0,0,1],xr=[1,64,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1],Ar=[17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,130],Er=[1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1],jr=[17],Tr=[65],Zr=[65],Br=[["a",xr,97,305],["e",Ar,101,252],["ı",Er,97,305],["i",jr,101,105],["o",Tr,111,117],["ö",Zr,246,252],["u",Tr,111,117]],Dr=new e;this.setCurrent=function(r){Dr.setCurrent(r)},this.getCurrent=function(){return Dr.getCurrent()},this.stem=function(){return!!($()&&(Dr.limit_backward=Dr.cursor,Dr.cursor=Dr.limit,J(),Dr.cursor=Dr.limit,nr&&(R(),Dr.cursor=Dr.limit_backward,er())))}};return function(r){return"function"==typeof r.update?r.update(function(r){return n.setCurrent(r),n.stem(),n.getCurrent()}):(n.setCurrent(r),n.stem(),n.getCurrent())}}(),r.Pipeline.registerFunction(r.tr.stemmer,"stemmer-tr"),r.tr.stopWordFilter=r.generateStopWordFilter("acaba altmış altı ama ancak arada aslında ayrıca bana bazı belki ben benden beni benim beri beş bile bin bir biri birkaç birkez birçok birşey birşeyi biz bizden bize bizi bizim bu buna bunda bundan bunlar bunları bunların bunu bunun burada böyle böylece da daha dahi de defa değil diye diğer doksan dokuz dolayı dolayısıyla dört edecek eden ederek edilecek ediliyor edilmesi ediyor elli en etmesi etti ettiği ettiğini eğer gibi göre halen hangi hatta hem henüz hep hepsi her herhangi herkesin hiç hiçbir iki ile ilgili ise itibaren itibariyle için işte kadar karşın katrilyon kendi kendilerine kendini kendisi kendisine kendisini kez ki kim kimden kime kimi kimse kırk milyar milyon mu mü mı nasıl ne neden nedenle nerde nerede nereye niye niçin o olan olarak oldu olduklarını olduğu olduğunu olmadı olmadığı olmak olması olmayan olmaz olsa olsun olup olur olursa oluyor on ona ondan onlar onlardan onları onların onu onun otuz oysa pek rağmen sadece sanki sekiz seksen sen senden seni senin siz sizden sizi sizin tarafından trilyon tüm var vardı ve veya ya yani yapacak yapmak yaptı yaptıkları yaptığı yaptığını yapılan yapılması yapıyor yedi yerine yetmiş yine yirmi yoksa yüz zaten çok çünkü öyle üzere üç şey şeyden şeyi şeyler şu şuna şunda şundan şunları şunu şöyle".split(" ")),r.Pipeline.registerFunction(r.tr.stopWordFilter,"stopWordFilter-tr")}});
\ No newline at end of file
diff --git a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.vi.min.js b/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.vi.min.js
deleted file mode 100644
index 22aed28c49..0000000000
--- a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.vi.min.js
+++ /dev/null
@@ -1 +0,0 @@
-!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.vi=function(){this.pipeline.reset(),this.pipeline.add(e.vi.stopWordFilter,e.vi.trimmer)},e.vi.wordCharacters="[A-Za-ẓ̀͐́͑̉̃̓ÂâÊêÔôĂ-ăĐ-đƠ-ơƯ-ư]",e.vi.trimmer=e.trimmerSupport.generateTrimmer(e.vi.wordCharacters),e.Pipeline.registerFunction(e.vi.trimmer,"trimmer-vi"),e.vi.stopWordFilter=e.generateStopWordFilter("là cái nhưng mà".split(" "))}});
\ No newline at end of file
diff --git a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.zh.min.js b/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.zh.min.js
deleted file mode 100644
index fda66e9c57..0000000000
--- a/pr-preview/pr-496/assets/javascripts/lunr/min/lunr.zh.min.js
+++ /dev/null
@@ -1 +0,0 @@
-!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r(require("@node-rs/jieba")):r()(e.lunr)}(this,function(e){return function(r,t){if(void 0===r)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===r.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");var i="2"==r.version[0];r.zh=function(){this.pipeline.reset(),this.pipeline.add(r.zh.trimmer,r.zh.stopWordFilter,r.zh.stemmer),i?this.tokenizer=r.zh.tokenizer:(r.tokenizer&&(r.tokenizer=r.zh.tokenizer),this.tokenizerFn&&(this.tokenizerFn=r.zh.tokenizer))},r.zh.tokenizer=function(n){if(!arguments.length||null==n||void 0==n)return[];if(Array.isArray(n))return n.map(function(e){return i?new r.Token(e.toLowerCase()):e.toLowerCase()});t&&e.load(t);var o=n.toString().trim().toLowerCase(),s=[];e.cut(o,!0).forEach(function(e){s=s.concat(e.split(" "))}),s=s.filter(function(e){return!!e});var u=0;return s.map(function(e,t){if(i){var n=o.indexOf(e,u),s={};return s.position=[n,e.length],s.index=t,u=n,new r.Token(e,s)}return e})},r.zh.wordCharacters="\\w一-龥",r.zh.trimmer=r.trimmerSupport.generateTrimmer(r.zh.wordCharacters),r.Pipeline.registerFunction(r.zh.trimmer,"trimmer-zh"),r.zh.stemmer=function(){return function(e){return e}}(),r.Pipeline.registerFunction(r.zh.stemmer,"stemmer-zh"),r.zh.stopWordFilter=r.generateStopWordFilter("的 一 不 在 人 有 是 为 為 以 于 於 上 他 而 后 後 之 来 來 及 了 因 下 可 到 由 这 這 与 與 也 此 但 并 並 个 個 其 已 无 無 小 我 们 們 起 最 再 今 去 好 只 又 或 很 亦 某 把 那 你 乃 它 吧 被 比 别 趁 当 當 从 從 得 打 凡 儿 兒 尔 爾 该 該 各 给 給 跟 和 何 还 還 即 几 幾 既 看 据 據 距 靠 啦 另 么 麽 每 嘛 拿 哪 您 凭 憑 且 却 卻 让 讓 仍 啥 如 若 使 谁 誰 虽 雖 随 隨 同 所 她 哇 嗡 往 些 向 沿 哟 喲 用 咱 则 則 怎 曾 至 致 着 著 诸 諸 自".split(" ")),r.Pipeline.registerFunction(r.zh.stopWordFilter,"stopWordFilter-zh")}});
\ No newline at end of file
diff --git a/pr-preview/pr-496/assets/javascripts/lunr/tinyseg.js b/pr-preview/pr-496/assets/javascripts/lunr/tinyseg.js
deleted file mode 100644
index 167fa6dd69..0000000000
--- a/pr-preview/pr-496/assets/javascripts/lunr/tinyseg.js
+++ /dev/null
@@ -1,206 +0,0 @@
-/**
- * export the module via AMD, CommonJS or as a browser global
- * Export code from https://github.com/umdjs/umd/blob/master/returnExports.js
- */
-;(function (root, factory) {
-    if (typeof define === 'function' && define.amd) {
-        // AMD. Register as an anonymous module.
-        define(factory)
-    } else if (typeof exports === 'object') {
-        /**
-         * Node. Does not work with strict CommonJS, but
-         * only CommonJS-like environments that support module.exports,
-         * like Node.
-         */
-        module.exports = factory()
-    } else {
-        // Browser globals (root is window)
-        factory()(root.lunr);
-    }
-}(this, function () {
-    /**
-     * Just return a value to define the module export.
-     * This example returns an object, but the module
-     * can return a function as the exported value.
-     */
-
-    return function(lunr) {
-        // TinySegmenter 0.1 -- Super compact Japanese tokenizer in Javascript
-        // (c) 2008 Taku Kudo <taku@chasen.org>
-        // TinySegmenter is freely distributable under the terms of a new BSD licence.
-        // For details, see http://chasen.org/~taku/software/TinySegmenter/LICENCE.txt
-
-        function TinySegmenter() {
-          var patterns = {
-            "[一二三四五六七八九十百千万億兆]":"M",
-            "[一-龠々〆ヵヶ]":"H",
-            "[ぁ-ん]":"I",
-            "[ァ-ヴーｱ-ﾝﾞｰ]":"K",
-            "[a-zA-Zａ-ｚＡ-Ｚ]":"A",
-            "[0-9０-９]":"N"
-          }
-          this.chartype_ = [];
-          for (var i in patterns) {
-            var regexp = new RegExp(i);
-            this.chartype_.push([regexp, patterns[i]]);
-          }
-
-          this.BIAS__ = -332
-          this.BC1__ = {"HH":6,"II":2461,"KH":406,"OH":-1378};
-          this.BC2__ = {"AA":-3267,"AI":2744,"AN":-878,"HH":-4070,"HM":-1711,"HN":4012,"HO":3761,"IA":1327,"IH":-1184,"II":-1332,"IK":1721,"IO":5492,"KI":3831,"KK":-8741,"MH":-3132,"MK":3334,"OO":-2920};
-          this.BC3__ = {"HH":996,"HI":626,"HK":-721,"HN":-1307,"HO":-836,"IH":-301,"KK":2762,"MK":1079,"MM":4034,"OA":-1652,"OH":266};
-          this.BP1__ = {"BB":295,"OB":304,"OO":-125,"UB":352};
-          this.BP2__ = {"BO":60,"OO":-1762};
-          this.BQ1__ = {"BHH":1150,"BHM":1521,"BII":-1158,"BIM":886,"BMH":1208,"BNH":449,"BOH":-91,"BOO":-2597,"OHI":451,"OIH":-296,"OKA":1851,"OKH":-1020,"OKK":904,"OOO":2965};
-          this.BQ2__ = {"BHH":118,"BHI":-1159,"BHM":466,"BIH":-919,"BKK":-1720,"BKO":864,"OHH":-1139,"OHM":-181,"OIH":153,"UHI":-1146};
-          this.BQ3__ = {"BHH":-792,"BHI":2664,"BII":-299,"BKI":419,"BMH":937,"BMM":8335,"BNN":998,"BOH":775,"OHH":2174,"OHM":439,"OII":280,"OKH":1798,"OKI":-793,"OKO":-2242,"OMH":-2402,"OOO":11699};
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-            var c5 = ctype[i+1];
-            var c6 = ctype[i+2];
-            score += this.ts_(this.UP1__[p1]);
-            score += this.ts_(this.UP2__[p2]);
-            score += this.ts_(this.UP3__[p3]);
-            score += this.ts_(this.BP1__[p1 + p2]);
-            score += this.ts_(this.BP2__[p2 + p3]);
-            score += this.ts_(this.UW1__[w1]);
-            score += this.ts_(this.UW2__[w2]);
-            score += this.ts_(this.UW3__[w3]);
-            score += this.ts_(this.UW4__[w4]);
-            score += this.ts_(this.UW5__[w5]);
-            score += this.ts_(this.UW6__[w6]);
-            score += this.ts_(this.BW1__[w2 + w3]);
-            score += this.ts_(this.BW2__[w3 + w4]);
-            score += this.ts_(this.BW3__[w4 + w5]);
-            score += this.ts_(this.TW1__[w1 + w2 + w3]);
-            score += this.ts_(this.TW2__[w2 + w3 + w4]);
-            score += this.ts_(this.TW3__[w3 + w4 + w5]);
-            score += this.ts_(this.TW4__[w4 + w5 + w6]);
-            score += this.ts_(this.UC1__[c1]);
-            score += this.ts_(this.UC2__[c2]);
-            score += this.ts_(this.UC3__[c3]);
-            score += this.ts_(this.UC4__[c4]);
-            score += this.ts_(this.UC5__[c5]);
-            score += this.ts_(this.UC6__[c6]);
-            score += this.ts_(this.BC1__[c2 + c3]);
-            score += this.ts_(this.BC2__[c3 + c4]);
-            score += this.ts_(this.BC3__[c4 + c5]);
-            score += this.ts_(this.TC1__[c1 + c2 + c3]);
-            score += this.ts_(this.TC2__[c2 + c3 + c4]);
-            score += this.ts_(this.TC3__[c3 + c4 + c5]);
-            score += this.ts_(this.TC4__[c4 + c5 + c6]);
-        //  score += this.ts_(this.TC5__[c4 + c5 + c6]);    
-            score += this.ts_(this.UQ1__[p1 + c1]);
-            score += this.ts_(this.UQ2__[p2 + c2]);
-            score += this.ts_(this.UQ3__[p3 + c3]);
-            score += this.ts_(this.BQ1__[p2 + c2 + c3]);
-            score += this.ts_(this.BQ2__[p2 + c3 + c4]);
-            score += this.ts_(this.BQ3__[p3 + c2 + c3]);
-            score += this.ts_(this.BQ4__[p3 + c3 + c4]);
-            score += this.ts_(this.TQ1__[p2 + c1 + c2 + c3]);
-            score += this.ts_(this.TQ2__[p2 + c2 + c3 + c4]);
-            score += this.ts_(this.TQ3__[p3 + c1 + c2 + c3]);
-            score += this.ts_(this.TQ4__[p3 + c2 + c3 + c4]);
-            var p = "O";
-            if (score > 0) {
-              result.push(word);
-              word = "";
-              p = "B";
-            }
-            p1 = p2;
-            p2 = p3;
-            p3 = p;
-            word += seg[i];
-          }
-          result.push(word);
-
-          return result;
-        }
-
-        lunr.TinySegmenter = TinySegmenter;
-    };
-
-}));
\ No newline at end of file
diff --git a/pr-preview/pr-496/assets/javascripts/lunr/wordcut.js b/pr-preview/pr-496/assets/javascripts/lunr/wordcut.js
deleted file mode 100644
index 0d898c9ed1..0000000000
--- a/pr-preview/pr-496/assets/javascripts/lunr/wordcut.js
+++ /dev/null
@@ -1,6708 +0,0 @@
-(function(f){if(typeof exports==="object"&&typeof module!=="undefined"){module.exports=f()}else if(typeof define==="function"&&define.amd){define([],f)}else{var g;if(typeof window!=="undefined"){g=window}else if(typeof global!=="undefined"){g=global}else if(typeof self!=="undefined"){g=self}else{g=this}(g.lunr || (g.lunr = {})).wordcut = f()}})(function(){var define,module,exports;return (function e(t,n,r){function s(o,u){if(!n[o]){if(!t[o]){var a=typeof require=="function"&&require;if(!u&&a)return a(o,!0);if(i)return i(o,!0);var f=new Error("Cannot find module '"+o+"'");throw f.code="MODULE_NOT_FOUND",f}var l=n[o]={exports:{}};t[o][0].call(l.exports,function(e){var n=t[o][1][e];return s(n?n:e)},l,l.exports,e,t,n,r)}return n[o].exports}var i=typeof require=="function"&&require;for(var o=0;o<r.length;o++)s(r[o]);return s})({1:[function(require,module,exports){
-var _ = require("underscore");
-
-var Acceptors = {
-  creators: null,
-  current: null,
-  tag: null,
-
-  init: function() {
-    this.creators = [];
-    this.current = [];
-    this.tag = {};
-  },
-
-  reset: function() {
-    this.current = [];
-    this.tag = {}
-  },
-
-  transit: function(ch) {
-    var self = this;
-
-    self.creators.forEach(function(creator) {
-      var acceptor = creator.createAcceptor(self.tag);
-      if (acceptor) 
-        self.current.push(acceptor);
-    });
-    
-    var _current = [];
-    self.tag = {};
-
-    for (var i = 0; i < self.current.length; i++) {
-      var _acceptor = self.current[i]
-        , acceptor = _acceptor.transit(ch);
-      
-      if (!acceptor.isError) {
-        _current.push(acceptor);
-        self.tag[acceptor.tag] = acceptor;
-      }
-    }
-    self.current = _current;
-
-  },
-
-  getFinalAcceptors: function() {    
-    return this.current.filter(function(acceptor) {
-      return acceptor.isFinal;
-    });
-  }
-};
-
-module.exports = function() {
-  var acceptors = _.clone(Acceptors);
-  acceptors.init();
-  return acceptors;
-};
-
-},{"underscore":25}],2:[function(require,module,exports){
-(function (__dirname){
-
-var LEFT = 0;
-var RIGHT = 1;
-var path = require("path");
-var glob = require("glob");
-
-var WordcutDict = {
-
-
-  init: function (dictPathFile, withDefault, words) {
-    withDefault = withDefault || false
-    var defaultDict = path.normalize(__dirname + "/..") + "/data/tdict-*.txt";
-    this.dict=[]
-    var dictPathIsDefined = dictPathFile !== undefined
-    var dictPath = (withDefault || !dictPathIsDefined) ? [defaultDict]: [];
-    var dictPathFile = dictPathFile || defaultDict
-
-    if(dictPathIsDefined){
-      if (Array.isArray(dictPathFile)) {
-        dictPath.concat.apply(dictPath, dictPathFile);
-      } else {
-        dictPath.push(dictPathFile)
-      }
-    }
-
-    this.addFiles(dictPath, false)
-
-    if(words!==undefined){
-      this.addWords(words, false)
-    }
-    this.finalizeDict();
-  },
-
-  addWords: function(words, finalize){
-    finalize = finalize===undefined || finalize;
-    this.dict.push.apply(this.dict, words)
-    if(finalize){
-      this.finalizeDict();
-    }
-  },
-
-  finalizeDict: function(){
-    this.dict = this.sortuniq(this.dict);
-  },
-
-  addFiles: function(files, finalize){
-    finalize = finalize===undefined || finalize;
-    
-    for (var i = 0; i < 1; i++) {
-      var words = "ก.ก.\nก.ก.น.\nก.ข.ค.\nก.ค.\nก.จ.\nก.ช.น.\nก.ฌ.\nก.ต.\nก.ต.ง.\nก.ต.ช.\nก.ตร.\nก.ท.\nก.น.ช.\nก.บช.\nก.บถ.\nก.ป.ส.\nก.พ.\nก.ม.\nก.ย.\nก.ร.\nก.ล.ต.\nก.ว.\nก.ศ.ว.\nก.ส.ท.\nก.ส.ธ.\nก.ส.อ.\nก.อ.\nกก.ตชด.\nกก.ตร.น.\nกก.ภ.จว.\nกก.รสช.\nกกบ.ขส.ทบ.\nกกล.รพน.\nกง.กห.\nกง.ทบ.\nกง.ทร.\nกซข.ป.\nกซม.ป.\nกทม.กรุงเทพมหานคร\nกบ.ทบ.\nกป.สป.\nกพ.ทบ.\nกพ.ทร.\nกพ.ทหาร\nกร.ทบ.\nกรป.กลาง\nกรอ.พอ.\nกศ.ด.\nกศ.บ.\nกศ.บป.\nกศ.ม.\nกษ.ด.\nกษ.บ.\nกษ.ม.\nกส.ด.\nกส.ทบ.\nกส.บ.\nกส.ม.\nกอ.ปค.\nกอ.รพน.\nกอ.รมน.\nกอ.รสต.\nข.ต.ว.\nขว.ทบ.\nขว.ทร.\nขว.ทหาร\nขส.ทบ.\nขส.ทร.\nขส.ทอ.\nค.ด.\nค.บ.\nค.พ.ศ.\nค.ม.\nค.ร.น.\nค.ร.ฟ.\nค.ร.ม.\nค.ศ.\nค.อ.ด.\nค.อ.บ.\nค.อ.ม.\nคศ.ด.\nคศ.บ.\nคศ.ม.\nง.ด.\nจ.จ.\nจ.จ.จ.\nจ.ช.\nจ.ต.\nจ.ท.\nจ.ป.ร.\nจ.ม.\nจ.ศ.\nจ.ส.ต.\nจ.ส.ท.\nจ.ส.อ.\nจ.อ.\nจ.อ.ร.\nจ.๑๘\nจก.ธน.\nจก.สน.\nช.ค.\nช.ค.บ.\nช.พ.ค.\nช.ส.\nช.ส.ค.\nฌ.ป.ค.\nฌ.ศ.ร.\nฌ.ส.อ.\nฐท.สห.\nด.ช.\nด.ญ.\nด.ต.\nด.ศ.ค.\nด.ศ.ร.\nดย.ทร.\nต.ก.\nต.ค.\nต.จ.\nต.จ.ว.\nต.ช.\nต.ต.\nต.บ.\nต.ม.\nต.ร.\nต.ศ.ร.\nต.ห.\nต.อ.\nต.อ.จ.\nตร.กม.\nตร.ซม.\nตร.ต.\nตร.ทล.\nตร.น.\nตร.ปม.\nตร.ภ.\nตร.ม.\nตร.รฟ.\nตร.ว.\nตร.ส.\nตร.สข.\nท.จ.\nท.จ.ว.\nท.ช.\nท.ญ.\nท.ด.\nท.ท.ท.\nท.ทบ.\nท.บ.\nท.พ.\nท.ม.\nท.ศ.\nทก.ด.\nทก.บ.\nทก.ม.\nทส.ปช.\nทส.รมว.กห.\nทุ.ส.นิ.ม.\nธ.ก.ส.\nธ.ค.\nธ.ญ\nธ.บ.\nน.ช.\nน.ญ.\nน.ด.\nน.ต.\nน.ท.\nน.น.\nน.บ.\nน.บ.ท.\nน.ป.ท.\nน.พ.\nน.ม.\nน.ร.\nน.ว.\nน.ศ.\nน.ส.\nน.ส.พ.\nน.ส.๓\nน.สพ.\nน.อ.\nนปพ.ภ.\nนศ.ด.\nนศ.บ.\nนศ.ม.\nบ.ก.\nบ.ข.ส.\nบ.ช.\nบ.ด.ท.\nบ.ตร.\nบ.ภ.\nบ.ม.\nบก.จร.\nบก.ตชด.\nบก.ตม.\nบก.ทล.\nบก.น.\nบก.ป.\nบก.ปค.\nบก.ปม.\nบก.ภ.เขต\nบก.รน.\nบก.รฟ.\nบก.ร้อย.ตชด.\nบก.ส.\nบกข.ป.\nบจพ.ป.\nบช.ก.\nบช.ด.\nบช.ตชด.\nบช.น.\nบช.บ.\nบช.ปส.\nบช.ภ.\nบช.ม.\nบชท.ป.\nบชน.ป.\nบชส.ป.\nบธ.ด.\nบธ.บ.\nบธ.ม.\nบนท.ป.\nบนอ.ป.\nบปช.ป.\nป.กท.\nป.กศ.\nป.กศ.สูง\nป.จ.\nป.จ.ว.\nป.ช.\nป.ธ.\nป.ป.\nป.ป.ก.\nป.ป.ช.\nป.ป.ป.\nป.ป.ร.\nป.ป.ส.\nป.พ.\nป.พ.พ.\nป.พย.\nป.ม.\nป.ม.ก.\nป.ม.ช.\nป.ม.ธ.\nป.ม.ศ.\nป.ม.อ.\nป.ร.ร.๔\nป.ร.ร.๕\nป.ร.ร.๖\nป.ล.\nป.ว.พ.\nป.วิ.อ.\nป.ส.ส.\nป.อ.\nป.อ.ร.ส.\nป.๑\nปม.วส.\nปอ.พ.\nผกก.ภ.\nผช.ผอ.\nผต.มท.\nผบ.ตร.\nผบ.ทบ.\nผบ.ทร.\nผบ.ทสส.\nผบ.ทอ.\nผบก.น.\nผบก.ป.\nผบก.ปค.\nผบก.ปม.\nผบก.ภ.\nผบช.ก.\nผบช.ตชด.\nผบช.น.\nผบช.ภ.\nผว.กทม.\nผอ.ปจ.\nพ.ก.ง.\nพ.กศ.\nพ.ข.ต.\nพ.ค.\nพ.ค.ช.\nพ.ค.ว.\nพ.ค.ศ.\nพ.จ.ต.\nพ.จ.ท.\nพ.จ.อ.\nพ.ช.\nพ.ช.ค.\nพ.ด.\nพ.ต.\nพ.ต.ต.\nพ.ต.ท.\nพ.ต.อ.\nพ.ต.อ.พิเศษ\nพ.ท.\nพ.บ.\nพ.ป.\nพ.ภ.ม.\nพ.ม.\nพ.ม.ช.\nพ.ย.\nพ.ร.ก.\nพ.ร.ฎ.\nพ.ร.ต.\nพ.ร.ธ.\nพ.ร.บ.\nพ.ศ.\nพ.ศ.บ.\nพ.ส.ร.\nพ.ส.ล.\nพ.อ.\nพ.อ.ต.\nพ.อ.ท.\nพ.อ.พิเศษ\nพ.อ.อ.\nพณ.ด.\nพณ.บ.\nพณ.ม.\nพธ.ด.\nพธ.บ.\nพธ.ม.\nพบ.ด.\nพบ.บ.\nพบ.ม.\nพย.ด.\nพย.บ.\nพย.ม.\nพล.จ.\nพล.ต.\nพล.ต.จ.\nพล.ต.ต.\nพล.ต.ท.\nพล.ต.อ.\nพล.ท.\nพล.ปตอ.\nพล.ม.\nพล.ม.๒\nพล.ร.จ.\nพล.ร.ต.\nพล.ร.ท.\nพล.ร.อ.\nพล.อ.\nพล.อ.จ.\nพล.อ.ต.\nพล.อ.ท.\nพล.อ.อ.\nพลา.ทร.\nพศ.ด.\nพศ.บ.\nพศ.ม.\nพอ.สว.\nภ.ง.ด.\nภ.ง.ด.๙\nภ.ด.\nภ.บ.\nภ.บ.ท.๕\nภ.ป.ร.\nภ.พ.\nภ.ม.\nภ.สถ.บ.\nม.ค.\nม.จ.\nม.ป.ท.\nม.ป.ป.\nม.ป.พ.\nม.ร.ว.\nม.ศ.\nม.อ.\nม.อ.ปัตตานี\nมิ.ย.\nมี.ค.\nยศ.ทบ.\nยศ.ทร.\nยศ.ทอ.\nร.ง.\nร.ด.\nร.ต.\nร.ต.ต.\nร.ต.ท.\nร.ต.อ.\nร.ท.\nร.น.\nร.บ.\nร.พ.\nร.ฟ.ล.\nร.ย.ล.\nร.ย.ส.ท.\nร.ล.\nร.ศ.\nร.ส.พ.\nร.อ.\nรป.ม.\nรร.จปร.\nรร.จอ.\nรร.ชท.\nรร.ตท.\nรร.นร.\nรร.นรต.\nรร.นอ.\nล.ญ.\nล.ว.\nลส.ชบ.\nว.ค.\nว.ฉ.\nว.ช.\nว.ด.ป.\nว.ป.ถ.\nวท.บ.\nศ.บ.\nศ.ป.ก.\nศ.ศ.ป.\nศฝร.ภ.\nศศ.บ.\nศษ.บ.\nศส.บ.\nส.ก.\nส.ก.ศ.ท.\nส.ค.\nส.ค.1\nส.ค.ร.\nส.ค.ส.\nส.ต.\nส.ต.ต.\nส.ต.ท.\nส.ต.อ.\nส.ท.\nส.ทร.\nส.ป.ช.\nส.ป.ส.ท.\nส.ป.อ.\nส.ร.\nส.ล.น.\nส.ว.\nส.ว.ท.\nส.ว.ส.ท.\nส.ส.\nส.ส.ท.\nส.ส.ร.\nส.ห.\nส.อ.\nสถ.บ.\nสนง.สสอ.\nสพ.ญ.\nสพ.บ.\nสว.จร.\nสว.ธร.\nสว.ส.\nสว.สป.\nสว.สส.\nสว.อก.\nสส.บ.\nสุ.จิ.ปุ.ลิ.\nห.ร.ม.\nอ.ก.ค.\nอ.ก.จ.\nอ.จ.\nอ.ช.พ.\nอ.ตร.\nอ.บ.\nอ.ส.ท.\nอ.ส.ม.ท.\nอ.ส.ย.\nอ.อ.ป.\nอส.รด.\nอุ.อา.ก.ส.\nฮ.จ.\nฮ.ท.\nฮ.ฝ.\nฮ.ล.\nฮ.ศ.\nเม.ย.\n\nกรีนิช\nกลันตัน\nกัลกัตตา\nกัวลาลัมเปอร์\nกัศมีร์\nกาฐมาณฑุ\nโกลกาตา\nควิเบก\nคอนเนตทิคัต\nคาบูล\nคุชราต\nคุนหมิง\nเคนตักกี\nเคนทักกี\nเคมบริดจ์\nแคชเมียร์\nแคนซัส\nแคนเบอร์รา\nแคโรไลนา\nแคลิฟอร์เนีย\nโคเปนเฮเกน\nโคลัมโบ\nโคโลราโด\nไครสต์เชิร์ช\nไคโร\nจาการ์ตา\nจำปาศักดิ์\nเจนไน\nเจนีวา\nเจ้อเจียง\nฉงชิ่ง\nเฉิงตู\nชานตง\nชิคาโก\nเชนไน\nเชอร์โนบิล\nซัปโปโร\nซานมารีโน\nซาบาห์\nซาราเยโว\nซาราวัก\nซิดนีย์\nซีอาน\nซีแอตเทิล\nซูริก\nซูริค\nเซเชลส์\nเซนได\nเซี่ยงไฮ้\nโซเฟีย\nโซล\nโซโลมอน\nไซ่ง่อน\nไซบีเรีย\nดัลลัส\nดาโคตา\nดานัง\nดีทรอยต์\nดูไบ\nเดนเวอร์\nเดลาแวร์\nเดียนเบียนฟู\nโดเวอร์\nโดฮา\nไดฟุกุ\nไดฟูกุ\nตรังกานู\nตริโปลี\nตูวาลู\nเตหะราน\nโตเกียว\nโตรอนโต\nทมิฬนาฑู\nทริโปลี\nทิเบต\nเทกซัส\nเท็กซัส\nเทนเนสซี\nเทลอาวีฟ\nแทสเมเนีย\nโทรอนโต\nไทเป\nธากา\nนางาซากิ\nนาริตะ\nนิวเจอร์ซีย์\nนิวเดลี\nนิวยอร์ก\nนิวยอร์ค\nนิวแฮมป์เชียร์\nเนบราสกา\nเนแบรสกา\nเนวาดา\nบรัสเซลส์\nบราซิเลีย\nบอมเบย์\nบอสตัน\nบังกาลอร์\nบังคาลอร์\nบูคาเรสต์\nบูดาเปสต์\nเบงกาซี\nเบนกาซี\nเบรุต\nเบลเกรด\nเบอร์ลิน\nแบกแดด\nปอยเปต\nปะลิส\nปะหัง\nปักกิ่ง\nปัญจาบ\nปัฏนา\nปารีส\nปีนัง\nเประ\nเปียงยาง\nพนมเปญ\nพระตะบอง\nพะโค\nพะสิม\nพาราณสี\nพิหารี\nเพนซิลวาเนีย\nเพนซิลเวเนีย\nฟรานซ์\nฟลอริดา\nฟิลาเดลเฟีย\nฟุกุชิมะ\nฟุกุชิมา\nฟุกุโอกะ\nฟูกูโอกะ\nแฟรงก์เฟิร์ต\nมอสโก\nมะนิลา\nมะละแหม่ง\nมัณฑะเลย์\nมัทราส\nมาดริด\nมิชิแกน\nมินนิโซตา\nมิยางิ\nมิลาน\nมิวนิก\nมิสซูรี\nมุมไบ\nเมน\nเมลเบิร์น\nเมาะตะมะ\nเมาะลำเลิง\nแมนจูเรีย\nแมนเชสเตอร์\nแมนฮัตตัน\nแมริแลนด์\nแมรีแลนด์\nแมสซาชูเซตส์\nยะไข่\nย่างกุ้ง\nยูทาห์\nยูนนาน\nเยรูซาเล็ม\nโยโกฮามา\nริยาด\nรีโอเดจาเนโร\nโรดไอแลนด์\nลอนดอน\nลอสแองเจลิส\nลาปาซ\nลาสเวกัส\nลิสบอน\nลุยเซียนา\nโลซาน\nโลซานน์\nวอชิงตัน\nวอร์ซอ\nวิสคอนซิน\nเวนิส\nเวลส์\nเวอร์จิเนีย\nเวอร์มอนต์\nเวียงจันทน์\nเวียนนา\nแวนคูเวอร์\nไวโอมิง\nสกอตแลนด์\nสก็อตแลนด์\nสตอกโฮล์ม\nสลังงอร์\nเสฉวน\nเสียมราฐ\nเสียมเรียบ\nหงสา\nหงสาวดี\nหนานไห่\nหลวงพระบาง\nหูเป่ย\nหูเป่ย์\nหูหนาน\nเหอเป่ย\nเหอเป่ย์\nเหอหนาน\nอชันตา\nอลาสกา\nอวันตี\nออริกอน\nออสโล\nอะแลสกา\nอัตตะปือ\nอัมมาน\nอัมสเตอร์ดัม\nอัสสัม\nอาบูดาบี\nอาร์คันซอ\nอินเดียนา\nอิบารากิ\nอิลลินอยส์\nอิสตันบูล\nอิสลามาบัด\nอุรุมชี\nอูลานบาตอร์\nเอดินบะระ\nเอเธนส์\nแอตแลนตา\nแอริโซนา\nแอลเจียร์\nโอคลาโฮมา\nโอค็อตสค์\nโอกินาวา\nโอซากา\nโอริสสา\nโอเรกอน\nโอไฮโอ\nไอดาโฮ\nไอโอวา\nฮอนโนลูลู\nฮานอย\nฮาเนดะ\nฮาราเร\nฮาวาย\nฮิโรชิมา\nฮุสตัน\nเฮลซิงกิ\n\nมกรา\nกุมภา\nมีนา\nเมษา\nพฤษภา\nมิถุนา\nกรกฎา\nสิงหา\nกันยา\nตุลา\nพฤศจิกา\nธันวา\nเอ\nบี\nซี\nดี\nอี\nเอฟ\nจี\nเอช\nไอ\nเจ\nเค\nแอล\nเอ็ม\nเอ็น\nโอ\nพี\nคิว\nอาร์\nเอส\nที\nยู\nวี\nดับเบิล\nดับบลิว\nเอ็กซ์\nเอ๊กซ์\nวาย\nแซด\nแอลฟา\nแอลฟ่า\nเบตา\nเบต้า\nแกมมา\nแกมม่า\nเดลตา\nเดลต้า\nโอเมกา\nโอเมก้า\nเมกะ\nกิกะ\nนาโน\nไมโคร\n\nกรรมาชน\nกรอบรูป\nกระดี๊กระด๊า\nกระบับ\nกราวนด์\nกรีน\nกรุ๊ป\nกฤษณ์\nกลาส\nก๊วน\nกษัตริยา\nกษัตริยาธิราช\nก่อนหน้า\nกะบับ\nกับดัก\nกัมมันตะ\nก๊าก\nก๋ากั่น\nกาญจน์\nกาญจนาภิเษก\nกามิกาเซ่\nการันตี\nกาหลิบ\nกิฟท์\nกิมจิ\nกีวี\nกึ๊ก\nกึ๋ย\nกุนซือ\nกุมภาพันธ์\nกู๋\nเกจิ\nเกมส์\nเกย์\nเกรด\nเกรย์\nเกสต์เฮาส์\nเก๊ะ\nเก๋ากี้\nเกิร์ล\nแกงค์\nแกรนด์\nแกสโซฮอล์\nแก๊สโซฮอล์\nโกเต็กซ์\nโกลด์\nโกะ\nโก๊ะ\nไกด์\nขั้นตอน\nเขวี้ยง\nคณาญาติ\nครัวซอง\nครัวซองต์\nคร่ำครวญ\nครีเอทีฟ\nครูเสด\nคลับ\nคลาสสิก\nคลิตอริส\nคลิป\nความหมาย\nควิก\nควีน\nคองเกรส\nคอนซูเมอร์\nคอนเซปต์\nคอนเซ็ปต์\nคอนโด\nคอนโดมิเนียม\nคอนเทนเนอร์\nคอนแทค\nคอนแท็ค\nคอนโทรล\nคอนเฟิร์ม\nคอปเตอร์\nคอมพ์\nคอมเพล็กซ์\nคอมมอนส์\nคอมเมนท์\nคอมเมนต์\nคอร์ป\nคอร์ปอเรชั่น\nคอร์รัปชัน\nคอร์รัปชั่น\nคอรัปชัน\nคอรัปชั่น\nคอร์ส\nคอลเล็กชั่น\nคอลัมน์\nคอลัมนิสต์\nคัตเอาต์\nคันคาก\nคันถธุระ\nคันธาระ\nคันยิ\nคัสตาร์ด\nคาราโอเกะ\nคีตกวี\nคีตปฏิภาณ\nคีตราชัน\nคาปูชิโน\nคามิคาเซ่\nคาเฟ่\nคาร์\nคาร์โก้\nคาราเมล\nคาแรกเตอร์\nคาแร็กเตอร์\nคาแรคเตอร์\nคาแร็คเตอร์\nคาวบอย\nคาสิโน\nคิกขุ\nคิวบิก\nคูลเลอร์\nเคบับ\nเครป\nเคลม\nเคลียร์\nเคลื่อนย้าย\nเคส\nเคอร์ฟิว\nแคชเชียร์\nแคทวอล์ค\nแคนดิเดต\nแคนตาลูป\nแคนยอน\nแคนู\nแคป\nแคมป์\nแคมปัส\nแคมเปญ\nแคร์\nแครกเกอร์\nแคร็กเกอร์\nแครอท\nแคสต์\nแคสติง\nแคสติ้ง\nโค้ก\nโค้ช\nโคโยตี\nโคโยตี้\nโครนา\nโคอะล่า\nโคอาลา\nโคอาล่า\nไคลแมกซ์\nไคลแม็กซ์\nงั้น\nง่าว\nงี้\nเง็ง\nโง่เขลา\nไง\nจตุคาม\nจ๊อกกี้\nจอหงวน\nจังโก้\nจัมโบ้\nจ๊าบ\nจารกรรม\nจารชน\nจิ๊ก\nจิ๊กโก๋\nจิ๊กซอว์\nจิตพิสัย\nจิตเภท\nจีดีพี\nจึ๊ก\nจุ๊ย\nจูน\nจูเนียร์\nเจ๊\nเจได\nเจ็ต\nเจล\nเจ๊าะแจ๊ะ\nเจี๊ยว\nแจ็กเก็ต\nแจ๊กเก็ต\nแจ็กพอต\nแจ็กพ็อต\nแจ๊กพอต\nแจ๊กพ็อต\nแจม\nแจ๊ส\nโจ๋\nฉลุย\nเฉิ่ม\nชนะเลิศ\nช็อค\nช็อต\nช็อป\nช็อปปิ้ง\nช็อปเปอร์\nชะโนด\nชัตเตอร์\nชัวร์\nชาร์จ\nชาร์ต\nชาร์ป\nชินบัญชร\nชิฟฟอน\nชีส\nชีอะห์\nเช็ก\nเช็งเม้ง\nเชฟ\nเชลียร์\nเชอร์รี่\nแชเชือน\nแช่แข็ง\nแชมป์\nแชมปิยอง\nแชมเปญ\nแชมเปี้ยน\nแชมพู\nโชว์รูม\nโชห่วย\nใช้งาน\nไชน่า\nซ้อ\nซอมบี้\nซะ\nซังเต\nซันตาคลอส\nซัพพลาย\nซัพพลายเออร์\nซัมเมอร์\nซากุระ\nซาดิสต์\nซาดิสม์\nซาตาน\nซานตาคลอส\nซาฟารี\nซาบะ\nซามูไร\nซาร์\nซาร์ดีน\nซาเล้ง\nซิง\nซิ่ง\nซิงเกิล\nซิตี\nซิตี้\nซินโดรม\nซิม\nซิ้ม\nซิมโฟนี\nซิมโฟนี่\nซิลเวอร์\nซี้\nซี้ซั้ว\nซีดาน\nซีน\nซีนีเพล็กซ์\nซีเนียร์\nซีร็อกซ์\nซีรีส์\nซีเรียส\nซีอีโอ\nซื่อบื้อ\nซุนหนี่\nซุปเปอร์\nซูชิ\nซูเปอร์\nซูม\nซูโม่\nซูเอี๋ย\nซูฮก\nเซ็กซ์\nเซ็กซี่\nเซ็กส์\nเซนเซอร์\nเซ็นเซอร์\nเซนเตอร์\nเซ็นเตอร์\nเซ็นทรัล\nเซนส์\nเซ่นไหว้\nเซฟตี้\nเซรามิก\nเซลส์\nเซลส์แมน\nเซอร์\nเซอร์ไพรส์\nเซอร์วิส\nเซาท์\nเซี้ยว\nแซ็ก\nแซกโซโฟน\nแซ็กโซโฟน\nแซนด์วิช\nแซมบ้า\nแซลมอน\nแซว\nโซเชียล\nโซน\nโซนี่\nโซลาร์\nโซโล\nโซโล่\nญาณทัสสนะ\nดยุก\nดยุค\nดร็อป\nดรัมเมเยอร์\nดรามา\nดราม่า\nดอกเตอร์\nด็อกเตอร์\nดัมพ์\nดั๊มพ์\nดาวน์\nดิกชันนารี\nดิสเครดิต\nดีกรี\nดีเจ\nดีไซน์\nดีไซน์เนอร์\nดีไซเนอร์\nดีเบต\nดีพาร์ตเมนต์\nดีพาร์ตเมนท์\nดีพาร์ทเมนต์\nดีพาร์ทเมนท์\nดีมานด์\nดีล\nดีลเลอร์\nดีเลย์\nเดชานุภาพ\nเดบิต\nเดโม\nเดย์\nเด้อ\nเดอะ\nเด๊ะ\nเดี้ยง\nเดี๊ยะ\nแดนซ์\nแดนเซอร์\nแดรี่\nโดนัท\nโดมิโน\nโดรายากิ\nไดเอ็ต\nตถตา\nตนเอง\nตรวจทาน\nตรวจสอบ\nตอกย้ำ\nต๊อง\nต่อยอด\nต่อรอง\nตะหงิด\nตังค์\nตันเถียน\nตัวตน\nตัวเอง\nตาปรือ\nต้าอ่วย\nติงต๊อง\nติ๋ม\nติ่มซำ\nติว\nติวเตอร์\nตี๋\nตื้บ\nตุ๊ก\nตุ๊กตุ๊ก\nตุ๊ด\nตุ๋ย\nตู้เซฟ\nเต๊ะ\nเตี๊ยม\nแตงกวา\nแตงโม\nแต๋ว\nโต๋เต๋\nโต๊ะจีน\nไตรมาส\nถ่ายทำ\nถูกต้อง\nทงคัตสึ\nทริป\nทรู\nทอม\nท็อป\nทอร์นาโด\nทอล์ค\nทักซิโด\nทันตกรรม\nทันตแพทยศาสตร์\nทับซ้อน\nทัวร์\nทัวร์นาเมนต์\nทัวร์นาเมนท์\nทัวริสต์\nทาเลนต์\nทาวน์\nทาวน์เฮาส์\nทำงาน\nทิป\nทิพยสมบัติ\nทิวลิป\nทีรามิสุ\nทีวี\nทูน่า\nเท็กซ์\nเทค\nเทคโน\nเทคโนแครต\nเทควันโด\nเทป\nเทรด\nเทรนด์\nเทรนเนอร์\nเทรลเลอร์\nเทรลเล่อร์\nเทเลกราฟ\nเทวบัญชา\nเทวบุตร\nเทวา\nเทวาธิราช\nเทโวโรหนะ\nเทอร์โบ\nเที่ยงคืน\nเที่ยงวัน\nเทียมทาน\nแทกติค\nแทคติค\nแทงกั๊ก\nแทงโก้\nโทมาฮอก\nโทมาฮอว์ก\nโทมาฮอว์ค\nโทร\nโทรโข่ง\nไทม์\nไทยแลนด์\nไทเฮา\nธรรมา\nธรรมาภิบาล\nธัมโม\nธีม\nธุรกรรม\nธุหร่ำ\nเธค\nนพมาศ\nนรีแพทย์\nน็อก\nน็อค\nน้องใหม่\nนอมินี\nนอร์ท\nน่ะ\nนางแบบ\nนาฏยศาลา\nนายแบบ\nนายพราน\nนินจา\nนิรันดร์\nนิว\nนิวส์\nนู้ด\nเนอะ\nเนิร์สเซอรี\nเนิร์สเซอรี่\nเนี้ยบ\nโนติส\nไนท์\nไนน์\nบรรพชน\nบร็อกโคลี\nบร็อคโคลี\nบรา\nบริกร\nบริวเวอรี่ส์\nบลอนด์\nบลูเบอร์รี\nบลูเบอร์รี่\nบ๊วย\nบอกซ์\nบ็อกซ์\nบ๊อกซ์\nบอดี้\nบอนด์\nบ๊อบ\nบอมบ์\nบ๋อย\nบอยคอต\nบอยคอตต์\nบอร์ด\nบังเกอร์\nบัตเตอร์\nบัลลาสต์\nบัส\nบาบูน\nบาร์บีคิว\nบาร์บี้\nบาลานซ์\nบิ๊ก\nบิล\nบึม\nบึ้ม\nบุญคุณ\nบุ๋น\nบุปผา\nบู๊\nบูชิโด\nบูติก\nบูติค\nบูม\nเบเกอรี่\nเบญจมบพิตร\nเบตาดีน\nเบนโตะ\nเบนโล\nเบบี้\nเบลอ\nเบอร์เกอร์\nเบอร์รี\nเบิร์ด\nเบิร์น\nแบ็กโฮ\nแบคโฮ\nแบด\nแบต\nแบนเนอร์\nแบรนด์\nแบล็ก\nแบล็ค\nไบโอ\nโบกี้\nโบตั๋น\nโบ้ย\nโบรกเกอร์\nโบรชัวร์\nโบว์\nโบว์ลิ่ง\nไบเบิล\nปฏิสัมพันธ์\nป๊อก\nปอดแหก\nป๊อป\nป๋อหลอ\nปักขคณนา\nปัจเจกชน\nปัจฉิมนิเทศ\nป๊า\nป๋า\nป่าไม้\nปาร์ตี้\nปาสกาล\nปาสคาล\nปาสเตอร์\nปิกอัพ\nปิ๊ง\nปิโตรเคมี\nปิยมิตร\nปึ้ก\nปูอัด\nเปโซ\nเป็นไง\nเปปเปอร์มินต์\nเปเปอร์\nเปราะบาง\nเป๊ะ\nเป่ายิงฉุบ\nเป่ายิ้งฉุบ\nเปียโน\nแป้ก\nแป๋ว\nแป๊ะเจี๊ยะ\nโปร\nโปรเจกต์\nโปรเจ็กต์\nโปรเจกเตอร์\nโปรเจ็กเตอร์\nโปรเจคท์\nโปรเจ็คท์\nโปรดักชั่น\nโปรดิวเซอร์\nโปรโมชั่น\nโปรโมต\nโปรโมเตอร์\nโปรโมท\nโปลิศ\nโปสเตอร์\nผลไม้\nผลักดัน\nผ้าห่ม\nผิดพลาด\nผู้นำ\nแผดเผา\nเฝอ\nพงษ์\nพริตตี้\nพรีเซนต์\nพรีเซ็นเตอร์\nพรีเมียม\nพรีเมียร์\nพฤหัส\nพล็อต\nพลาซ่า\nพลานุภาพ\nพ่อค้า\nพอเพียง\nพะเรอ\nพันธกิจ\nพันธุวิศวกรรม\nพาร์\nพาร์ตเนอร์\nพาร์ทเนอร์\nพาวเวอร์\nพาสเจอร์ไรส์\nพาสตา\nพาสต้า\nพาสปอร์ต\nพาเหรด\nพิซซ่า\nพีเรียด\nพุดดิ้ง\nพุทธภูมิ\nพุทธศตวรรษ\nพุทโธ\nพูล\nเพทนาการ\nเพนกวิน\nเพนตากอน\nเพรส\nเพรียวบาง\nเพลซ\nเพลท\nเพลย์บอย\nเพียบแปร้\nเพียว\nเพาเวอร์\nแพกเกจ\nแพ็ค\nแพตเทิร์น\nแพทเทิร์น\nแพทยสภา\nแพนงเชิญ\nแพนดา\nแพนด้า\nแพลน\nโพลล์\nโพลารอยด์\nโพสต์\nไพลิน\nฟยอร์ด\nฟรังก์\nฟรุต\nฟลอร์\nฟลุก\nฟลุค\nฟลุต\nฟลุท\nฟอยล์\nฟอร์ม\nฟันด์\nฟาวล์\nฟาสต์ฟู้ด\nฟินิกซ์\nฟิวเจอร์\nฟีด\nฟีเวอร์\nฟุตบาท\nเฟรช\nเฟรชชี่\nเฟรม\nเฟมินิสต์\nเฟส\nเฟอร์นิเจอร์\nเฟอร์รี่\nเฟิร์ม\nเฟี้ยวฟ้าว\nแฟกซ์\nแฟ็กซ์\nแฟนซี\nแฟนตาซี\nแฟ้บ\nแฟร์\nแฟรนไชส์\nแฟรี\nแฟรี่\nแฟลช\nแฟล็ต\nโฟน\nโฟม\nโฟล์ค\nไฟต์\nไฟแนนซ์\nไฟลต์\nไฟลท์\nภควัทคีตา\nภควัมบดี\nภควัมปติ\nภคันทลาพาธ\nภววิสัย\nภารตะ\nภูมิทัศน์\nม้ง\nมวลชน\nมยุราภิรมย์\nมลภาวะ\nมหภาค\nมหาอุปราชา\nมอคคา\nมอคค่า\nมอนสเตอร์\nม็อบ\nมอบตัว\nมอยส์เจอไรเซอร์\nมอลล์\nมะกัน\nมั้ง\nมัฟฟิน\nมั้ย\nม้านั่ง\nมาเฟีย\nมาม่า\nมายองเนส\nมายาคติ\nมาร์ก\nมาร์เก็ต\nมาร์เก็ตติ้ง\nมาร์ค\nมาร์จิน\nมาร์ช\nมาร์ต\nมาร์ท\nมาราธอน\nม้าหินอ่อน\nมินต์\nมินท์\nมินิ\nมิลค์\nมิวสิค\nมิสซัง\nมิสไซล์\nมิสเตอร์\nมือถือ\nมุมมอง\nเมคอัพ\nเมจิก\nเมจิค\nเมทัล\nเมเปิล\nเมาท์\nเมี่ยงคำ\nแมกกาซีน\nแม็กกาซีน\nแมคเคอเรล\nแม่ค้า\nแมชชีน\nแมชีน\nแมนชั่น\nแมมบ้า\nแมมโบ้\nโมจิ\nโมเดล\nโมเดิร์น\nโมเต็ล\nโมโนเรล\nโมหจริต\nไมค์\nไมเกรน\nยนตรกรรม\nยอมรับ\nยะเยือก\nยังไง\nยากูซ่า\nยาวี\nยิม\nยิว\nยุวทูต\nยูโทเปีย\nยูโร\nยูวี\nเยน\nเยลลี่\nเย้ว\nเยอบีรา\nเยอบีร่า\nเยอร์บีรา\nเยอร์บีร่า\nแยมโรล\nโยเกิร์ต\nโยโย่\nรวมมิตร\nร็อค\nร็อคเก็ต\nรองรับ\nรอมฎอน\nรอยัลตี้\nระโงก\nรันเวย์\nรัม\nรากหญ้า\nราชบัณฑิตยสถาน\nราชานุญาต\nราชานุสาวรีย์\nรามเทพ\nรามาธิบดี\nรามายณะ\nราเม็ง\nราเมน\nรายชื่อ\nราสเบอร์รี\nริกเตอร์\nริคเตอร์\nรีไซเคิล\nรีดไถ\nรีทัช\nรีเทิร์น\nรีไทร์\nรีแบรนด์\nรีพอร์ท\nรีโมต\nรีโมท\nรีวิว\nรีสอร์ต\nรีสอร์ท\nรีเสิร์ช\nรุมบ้า\nรุสโซ\nรูบิก\nรูบิค\nเรซิน\nเรซิ่น\nเรดิโอ\nเรต\nเรตติ้ง\nแรงใจ\nแรงดูด\nแรงผลัก\nแรลลี\nแรลลี่\nโรดแมป\nโรเนียว\nโรแมนติก\nโรแมนติค\nโรล\nโรลออน\nไรเฟิล\nล็อกเกอร์\nลอจิสติกส์\nล็อต\nล็อบบี้\nลอร์ด\nล้มเหลว\nละติน\nละอ่อน\nลาซานญ่า\nลาติน\nลาเต้\nลานีญา\nลามะ\nลิมิต\nลิมูซีน\nลิสต์\nลีก\nลีด\nลีดเดอร์\nลีเมอร์\nลีลาวดี\nลุค\nลูกชาย\nลูกสาว\nเลกเชอร์\nเลคเชอร์\nเลดี้\nเลสเบี้ยน\nเลิฟ\nแลนด์\nแล็บ\nโลโก้\nโลชั่น\nไลท์\nไลน์\nไลฟ์\nวนาราม\nวราราม\nวโรกาส\nว้อดก้า\nวอเตอร์\nวอฟเฟิล\nว้อย\nวอร์ม\nวอร์มอัพ\nวอร์รูม\nวอล์ก\nวอล์ค\nวอลซ์\nวอลนัต\nวอลนัท\nวอลล์\nว่ะ\nวันเวย์\nวัสสา\nวาซาบิ\nวาทกรรม\nวาทะ\nวานิลลา\nวานิลา\nวาฟเฟิล\nวาริชศาสตร์\nว้าว\nวัคค์\nวัจนะ\nวาไรตี้\nวิก\nวิดีโอ\nวิทย์\nวิน\nวิป\nวิปปิ้ง\nวิภัชภาค\nวิว\nวิลล์\nวิลเลจ\nวีเจ\nวีซ่า\nวีดิทัศน์\nวีน\nวีไอพี\nวืด\nเวณิกา\nเวเฟอร์\nเวสต์\nเวอร์\nเวิร์ก\nเวิร์กช็อป\nเวิร์ค\nเวิร์ลด์\nเวิลด์\nแวมไพร์\nไวกิ้ง\nไวเบรเตอร์\nไวอะกร้า\nไวอากร้า\nศากยบุตร\nศิรินทร์\nศิลปวัฒนธรรม\nศิลปากร\nศิวิไลซ์\nศึกษาศาสตร์\nสกรัม\nสกาย\nสกู๊ป\nสเกตช์\nสเก็ตช์\nสคริปต์\nสแควร์\nสงบสุข\nสจ๊วต\nสตรอเบอร์รี\nสตรอเบอรี\nสตรอว์เบอร์รี\nสตริง\nสต็อก\nสต๊อก\nสต็อค\nสต๊อค\nสตอรี\nสตาร์\nสตาร์ท\nสติกเกอร์\nสติ๊กเกอร์\nสตีล\nสตูดิโอ\nสเตชัน\nสเตชั่น\nสเตเดียม\nสเตนเลส\nสเต็ป\nสเตย์\nสเตริโอ\nสเตอริโอ\nสแตนดาร์ด\nสแตนเลส\nสโตน\nสโตร์\nสไตรค์\nสไตล์\nสถาปัตย์\nสไนเปอร์\nสปอต\nสป็อต\nสปอนเซอร์\nสปอร์ต\nสปา\nสปาย\nสปิริต\nสเปก\nสเปค\nสไปเดอร์\nสมณพราหมณ์\nสมาพันธ์\nสมิติเวช\nสโรชา\nสลัม\nสแล็ก\nสโลแกน\nสโลว์\nสไลด์\nสวีท\nสหรัฐ\nสหัชญาณ\nสหัสวรรษ\nสะกอม\nสะเด่า\nสะบึม\nสะบึมส์\nสะออน\nสังโฆ\nสะโหลสะเหล\nสันทนาการ\nสัมนา\nสามช่า\nสามแยก\nสารขัณฑ์\nสี่แยก\nสึนามิ\nสุนทรีย์\nสุริยยาตร\nสุริยยาตร์\nสุหนี่\nเสกสรรค์\nเสพติด\nเสือโคร่ง\nหงวน\nหน่อมแน้ม\nหมวย\nหมั่นโถว\nหม่านโถว\nหมายปอง\nหมิง\nหยวน\nหลวงตา\nหลวงปู่\nหลวงพี่\nหล่อฮังก้วย\nหลินจือ\nห่วย\nเห็นด้วย\nเหมย\nเห่ย\nเหี่ยวย่น\nแหม็บ\nแหวว\nโหงว\nโหงวเฮ้ง\nโหลน\nโหลยโท่ย\nไหง\nไหร่\nอพาร์ตเมนต์\nอพาร์ตเมนท์\nอพาร์ทเมนต์\nอพาร์ทเมนท์\nอมาตยาธิปไตย\nอยุติธรรม\nอริยสงฆ์\nอ่วม\nอวอร์ด\nออกแบบ\nออดิชั่น\nออดิทอเรียม\nออเดอร์\nออโต้\nออทิสติก\nอ่อนด้อย\nออฟ\nออยล์\nออร์แกน\nออร์แกนิก\nออร์แกนิค\nออร์เดอร์\nออรัล\nออสซี่\nอะ\nอัตลักษณ์\nอัตวิสัย\nอันเดอร์\nอันตรกิริยา\nอัลตรา\nอัลไซเมอร์\nอัลบัม\nอัลบั้ม\nอัลมอนด์\nอาข่า\nอาโนเนะ\nอาฟเตอร์\nอาร์ติสต์\nอาร์พีจี\nอาว์\nอาสวะ\nอิกัวนา\nอินดอร์\nอินดัสตรีส์\nอินเตอร์\nอิ่มแปร้\nอิมพีเรียล\nอิเล็กทริก\nอิเล็กทริค\nอิเลียด\nอิสรชน\nอิเหนา\nอิออน\nอีแต๋น\nอีโรติก\nอีเวนท์\nอีสต์\nอีสเตอร์\nอึ๊บ\nอึ้ม\nอึ๋ม\nอึมครึม\nอุด้ง\nอุตสาหการ\nอุเทน\nอุปการคุณ\nอุปทาน\nอุปนายก\nอุปนายิกา\nอุปสงค์\nอุปัทวเหตุ\nอุรังคธาตุ\nอูคูเลเล่\nอู้ฟู่\nเอ๋\nเอ็กซ์โป\nเอ็กซ์เพรส\nเอ็กโซเซต์\nเอ็กโซเซ่ต์\nเอเซีย\nเอ็นจีโอ\nเอ็นเตอร์เทน\nเอนทรานซ์\nเอ็นทรานซ์\nเอฟเฟ็กต์\nเอเยนต์\nเอลนีโญ\nเอสเปรสโซ\nเอสเพรสโซ\nเอ๋อ\nเอาต์\nเอาท์\nเอาท์ดอร์\nเอ๊าะ\nแอ็กชั่น\nแอ็คชั่น\nแอคทีฟ\nแอดมิชชั่น\nแอดมิสชัน\nแอนด์\nแอ๊บแบ๊ว\nแอปเปิล\nแอปเปิ้ล\nแอปพริคอท\nแอพพริคอท\nแอพริคอต\nแอร์\nแอโรบิก\nแอโรบิค\nแอลมอนด์\nแอสเตอร์\nโอเค\nโอเปอเรเตอร์\nโอเปร่า\nโอเพ่น\nโอ้ย\nโอยัวะ\nโอรสาธิราช\nโอเลี้ยง\nโอวัลติน\nโอเวอร์\nไอซ์\nไอซียู\nไอดอล\nไอเดีย\nไอติม\nฮวงจุ้ย\nฮ่องเต้\nฮองเฮา\nฮอต\nฮ็อต\nฮอตดอก\nฮ็อตด็อก\nฮันนีมูน\nฮัม\nฮัลโลวีน\nฮัลโหล\nฮากกา\nฮาร์ด\nฮาราคีรี\nฮาลาล\nฮาโลวีน\nฮิ\nฮิต\nฮิบรู\nฮิปโป\nฮิปฮอป\nฮีโร่\nฮูลาฮูป\nฮูล่าฮูป\nเฮฟวี\nเฮฟวี่\nเฮอร์ริเคน\nเฮีย\nแฮนด์\nแฮปปี้\nแฮมเบอร์เกอร์\nโฮป\nโฮม\nโฮลดิงส์\nโฮลวีต\nโฮสเตส\nไฮกุ\nไฮแจ็ค\nไฮโซ\nไฮเทค\nไฮบริด\nไฮเปอร์\nไฮไลต์\nไฮไลท์\nไฮเวย์\nไฮสคูล\nไฮเอนด์\n\nกรีซ\nกัมพูชา\nกัวเตมาลา\nกาตาร์\nกานา\nกาบอง\nกายอานา\nกินี\nเกรนาดีนส์\nเกรเนดา\nเกาหลี\nแกมเบีย\nโกตดิวัวร์\nคองโก\nคอโมโรส\nคอสตาริกา\nคาซัคสถาน\nคิตส์\nคิริบาตี\nคิริบาส\nคิวบา\nคีร์กีซสถาน\nคูเวต\nเคนยา\nเคปเวิร์ด\nเคย์แมน\nแคนาดา\nแคเมอรูน\nโครเอเชีย\nโคลอมเบีย\nจอร์เจีย\nจอร์แดน\nจาเมกา\nจิบูตี\nจีน\nชาด\nชิลี\nเช็ก\nซามัว\nซาอุ\nซิมบับเว\nซีเรีย\nซูดาน\nซูรินาเม\nเซนต์\nเซเนกัล\nเซอร์เบีย\nเซาตูเม\nเซียร์รา\nแซมเบีย\nโซมาเลีย\nโซเวียต\nไซปรัส\nญี่ปุ่น\nดารุสซาลาม\nเดนมาร์ก\nโดมินิกัน\nโดมินิกา\nตรินิแดด\nตองกา\nติมอร์\nตุรกี\nตูนิเซีย\nเติร์กเมนิสถาน\nโตโก\nโตเบโก\nไต้หวัน\nทาจิกิสถาน\nแทนซาเนีย\nนอร์เวย์\nนามิเบีย\nนาอูรู\nนิการากัว\nนิวซีแลนด์\nเนเธอร์แลนด์\nเนปาล\nเนวิส\nไนจีเรีย\nไนเจอร์\nบราซิล\nบริติช\nบริเตน\nบรูไน\nบอตสวานา\nบอสเนีย\nบังกลาเทศ\nบังคลาเทศ\nบัลแกเรีย\nบาร์บูดา\nบาร์เบโดส\nบาห์เรน\nบาฮามาส\nบิสเซา\nบุรุนดี\nบูร์กินาฟาโซ\nเบนิน\nเบลเยียม\nเบลารุส\nเบลีซ\nเบอร์มิวดา\nโบลิเวีย\nปรินซิปี\nปากีสถาน\nปานามา\nปาปัวนิวกินี\nปารากวัย\nปาเลสไตน์\nปาเลา\nเปรู\nเปอร์เซีย\nเปอร์โตริโก\nโปรตุเกส\nโปแลนด์\nฝรั่งเศส\nพม่า\nฟิจิ\nฟินแลนด์\nฟิลิปปินส์\nเฟรนช์\nภูฏาน\nภูฐาน\nมองโกเลีย\nมอนเตเนโกร\nมอนแทนา\nมอริเชียส\nมอริเตเนีย\nมอลโดวา\nมอลตา\nมัลดีฟส์\nมาเก๊า\nมาซิโดเนีย\nมาดากัสการ์\nมาร์แชลล์\nมาลาวี\nมาลี\nมาเลเซีย\nเม็กซิโก\nเมียนมาร์\nโมซัมบิก\nโมนาโก\nโมนาโค\nโมร็อกโก\nไมโครนีเซีย\nยูกันดา\nยูโกสลาเวีย\nยูเครน\nเยเมน\nเยอรมนี\nรวันดา\nรัสเซีย\nโรมาเนีย\nลักเซมเบิร์ก\nลัตเวีย\nลาว\nลิกเตนสไตน์\nลิทัวเนีย\nลิเบีย\nลีโอน\nลูเซีย\nเลโซโท\nเลบานอน\nเลสเต\nไลบีเรีย\nวาติกัน\nวานูอาตู\nวินเซนต์\nเวเนซุเอลา\nเวียดนาม\nศรีลังกา\nสเปน\nสโลวะเกีย\nสโลวัก\nสโลวีเนีย\nสวาซิแลนด์\nสวิตเซอร์แลนด์\nสวีเดน\nสหรัฐ\nสหราชอาณาจักร\nสิกขิม\nสิงคโปร์\nอเมริกา\nออสเตรเลีย\nออสเตรีย\nอันดอร์รา\nอัฟกานิสถาน\nอาเซอร์ไบจาน\nอาร์เจนตินา\nอาร์เมเนีย\nอาระเบีย\nอิเควทอเรียล\nอิตาลี\nอินเดีย\nอินโดนีเซีย\nอิรัก\nอิสราเอล\nอิหร่าน\nอียิปต์\nอุซเบกิสถาน\nอุรุกวัย\nเอกวาดอร์\nเอธิโอเปีย\nเอมิเรตส์\nเอริเทรีย\nเอลซัลวาดอร์\nเอสโตเนีย\nแองโกลา\nแอนติกา\nแอลจีเรีย\nแอลเบเนีย\nโอมาน\nไอซ์แลนด์\nไอร์แลนด์\nฮ่องกง\nฮอนดูรัส\nฮังการี\nเฮติ\nเฮอร์เซโกวีนา\n\nกระบี่\nกรุงเทพ\nกาญจนบุรี\nกาฬสินธุ์\nกำแพงเพชร\nขอนแก่น\nจันทบุรี\nฉะเชิงเทรา\nชลบุรี\nชัยนาท\nชัยภูมิ\nชุมพร\nเชียงราย\nเชียงใหม่\nตรัง\nตราด\nตาก\nนครนายก\nนครปฐม\nนครพนม\nนครราชสีมา\nนครศรีธรรมราช\nนครสวรรค์\nนนทบุรี\nนราธิวาส\nน่าน\nบึงกาฬ\nบุรีรัมย์\nปทุมธานี\nประจวบคีรีขันธ์\nปราจีนบุรี\nปัตตานี\nพะเยา\nพังงา\nพัทลุง\nพิจิตร\nพิษณุโลก\nเพชรบุรี\nเพชรบูรณ์\nแพร่\nภูเก็ต\nมหาสารคาม\nมุกดาหาร\nแม่ฮ่องสอน\nยโสธร\nยะลา\nร้อยเอ็ด\nระนอง\nระยอง\nราชบุรี\nลพบุรี\nลำปาง\nลำพูน\nเลย\nศรีสะเกษ\nสกลนคร\nสงขลา\nสตูล\nสมุทรปราการ\nสมุทรสงคราม\nสมุทรสาคร\nสระแก้ว\nสระบุรี\nสิงห์บุรี\nสุโขทัย\nสุพรรณบุรี\nสุราษฎร์\nสุราษฎร์ธานี\nสุรินทร์\nหนองคาย\nหนองบัวลำภู\nอยุธยา\nอ่างทอง\nอำนาจเจริญ\nอุดรธานี\nอุตรดิตถ์\nอุทัยธานี\nอุบลราชธานี\nกันทรลักษ์\nจตุจักร\nไชยา\nซีคอน\nดอนเมือง\nถลาง\nไทรโยค\nธนบุรี\nธัญบุรี\nบางกอก\nบางปะกง\nบางระจัน\nปะทิว\nปาย\nพญาไท\nพัฒน์พงษ์\nพัทยา\nพารากอน\nภูมิซรอล\nรัตนาธิเบศร์\nรังสิต\nลันตา\nลาดพร้าว\nวโรรส\nวิภาวดี\nสตึก\nสมุย\nสัตหีบ\nสิมิลัน\nสุขุมวิท\nสุไหง\nเสลภูมิ\nอังรีดูนังต์\nอ่างขาง\nอินทนนท์\nเอ็มโพเรียม\n\nคิวชู\nแคริบเบียน\nแคสเปียน\nดานูบ\nตะนาวศรี\nนอร์วีเจียน\nนิโคบาร์\nเนรัญชรา\nไนล์\nบอร์เนียว\nบอลติก\nเบงกอล\nปิง\nแปซิฟิก\nมะละกา\nมินดาเนา\nมิสซิสซิปปี\nเมดิเตอร์เรเนียน\nเมโสโปเตเมีย\nยมุนา\nยุโรป\nยูเรเชีย\nยูเรเซีย\nแยงซี\nแยงซีเกียง\nสแกนดิเนเวีย\nสะโตง\nสาละวิน\nสุมาตรา\nสุเอซ\nอะเมซอน\nอันดามัน\nอัลไต\nอาร์กติก\nอาหรับ\nอินโดจีน\nอิรวดี\nอิระวดี\nอีเจียน\nอุษาคเณย์\nอูราล\nเอเชีย\nเอเดรียติก\nเอเวอเรสต์\nแอตแลนติก\nแอนตาร์กติก\nแอนตาร์กติกา\nแอฟริกา\nโอลิมปัส\nไอโอเนียน\nฮวงโห\nฮอกไกโด\nฮอนชู\n\nกบิลพัสดุ์\nกุสินารา\nโกลิยะ\nโกสัมพี\nโคตรบอง\nโคตรบูรณ์\nตองอู\nทรอย\nทวารวดี\nทวาราวดี\nเทวทหะ\nไทรบุรี\nนาลันทา\nไบแซนไทน์\nปรัสเซีย\nปัลลวะ\nปาฏลีบุตร\nพุทธคยา\nมถุรา\nมายัน\nมิถิลา\nราชคฤห์\nล้านช้าง\nล้านนา\nลุมพินี\nวัชชี\nเวสาลี\nสารนาถ\nสาวัตถี\nหริภุญชัย\nอโยธยา\nออตโตมัน\nอังวะ\nอินทปัตถ์\nอุชเชนี\n\nกราฟิก\nกราฟิกส์\nกราฟิค\nกริด\nกิกะไบต์\nกูเกิล\nกูเกิ้ล\nเกตเวย์\nโกลบอล\nคลัสเตอร์\nคลาส\nคลิก\nคลิปอาร์ต\nคอนโซล\nคอนเทนต์\nคอมพิวติ้ง\nคอมไพล์\nคอมไพเลอร์\nคอมมูนิเคชั่น\nคอร์\nคีย์\nคีย์บอร์ด\nเครือข่าย\nเคอร์เซอร์\nเคอร์เนล\nแคช\nแคมฟรอก\nแคมฟร็อก\nแคร็ก\nโค้ด\nจาวา\nจีพีเอส\nชิป\nชิพ\nเชลล์\nแช็ต\nแชนเนล\nแชนแนล\nซ็อกเก็ต\nซอฟต์แวร์\nซอฟท์แวร์\nซอร์ส\nซัพพอร์ต\nซัพพอร์ท\nซีดี\nซีดีรอม\nซีเนอร์\nเซิร์ฟเวอร์\nโซลูชัน\nโซลูชั่น\nไซต์\nไซเบอร์\nทรานแซกชัน\nทรานแซกชั่น\nทรานแซ็กชัน\nทรานแซ็กชั่น\nทรานแซคชัน\nทรานแซคชั่น\nทรานแซ็คชัน\nทรานแซ็คชั่น\nทวิตเตอร์\nทวีต\nทัชแพด\nเทมเพลต\nเทอร์มินัล\nแท็ก\nแท็บ\nแทบเล็ต\nโทรจัน\nเน็ต\nเน็ตบุ๊ก\nเน็ตบุค\nเน็ตบุ๊ค\nเน็ตเวิร์ก\nเน็ตเวิร์ค\nโน้ตบุ๊ก\nโน้ตบุค\nโน้ตบุ๊ค\nดอส\nดาวน์เกรด\nดาวน์โหลด\nดิจิตอล\nดิจิทัล\nดีบั๊ก\nดีวีดี\nดีไวซ์\nเดเบียน\nเดลไฟ\nเดสก์ท็อป\nโดเมน\nไดรว์\nไดรเวอร์\nไดเรกทอรี\nไดโอด\nเทเลคอม\nบล็อกเกอร์\nบรอดแบนด์\nบราวเซอร์\nบลูทูท\nบลูทูธ\nบลูเรย์\nบั๊ก\nบัฟเฟอร์\nบิต\nบิท\nบูต\nเบราว์เซอร์\nแบนด์วิดท์\nไบต์\nไบนารี\nโปรแกรมเมอร์\nโปรเซส\nโปรเซสเซอร์\nโปรโตคอล\nพร็อกซี\nพอร์ต\nพอร์ท\nพาเนล\nพาร์ทิชัน\nพารามิเตอร์\nพาสเวิร์ด\nพิกเซล\nเพจ\nเพจเจอร์\nแพกเก็ต\nแพตช์\nแพลตฟอร์ม\nโพรเซส\nโพรเซสเซอร์\nโพรโทคอล\nไพธอน\nฟล็อปส์\nฟอนต์\nฟอร์แมต\nฟอร์เวิร์ด\nฟอรัม\nฟีเจอร์\nเฟซบุ๊ก\nเฟิร์มแวร์\nแฟล็ก\nโฟลเดอร์\nไฟร์ฟอกซ์\nไฟร์วอลล์\nไฟล์\nมอดูล\nมอนิเตอร์\nมัลติ\nมัลติทัช\nมัลติเพล็กซ์\nมัลแวร์\nมาสเตอร์\nมีเดีย\nเมนู\nเมมโมรี\nเมล\nเมาส์\nแมค\nโมดูล\nโมเด็ม\nโมบาย\nโมบายล์\nโมไบล์\nไมโครซอฟท์\nยูนิกซ์\nยูนิโคด\nยูนิโค้ด\nริงโทน\nรีเฟรช\nรีเลย์\nเราเตอร์\nเรียลไทม์\nลิงก์\nลินุกซ์\nลีนุกซ์\nลูป\nเลเยอร์\nแล็ปท็อป\nไลเซนส์\nไลบรารี\nวิกิ\nวิกิพีเดีย\nวินโดวส์\nวินโดว์ส\nเว็บ\nเวอร์ชวล\nเวอร์ชัน\nเวอร์ชั่น\nเวิร์กสเตชัน\nเวิร์กสเตชั่น\nเวิร์คสเตชัน\nเวิร์คสเตชั่น\nเวิร์ด\nเวิร์ม\nไวแมกซ์\nสกรีน\nสแกน\nสแกนเนอร์\nสแต็ก\nสนิฟเฟอร์\nสปายแวร์\nสเปซ\nสแปม\nสมาร์ท\nสล็อต\nเสิร์ช\nโหลด\nออนไลน์\nออปติก\nออปติคอล\nออปติคัล\nออฟไลน์\nออราเคิล\nอัพเกรด\nอัพเดต\nอัพโหลด\nอัปเกรด\nอัปเดต\nอัปโหลด\nอัลกอริทึม\nอาร์กิวเมนต์\nอินเตอร์เน็ต\nอินทิเกรเตอร์\nอินเทอร์เน็ต\nอินเทอร์เฟซ\nอินเทล\nอินพุต\nอินพุท\nอีเมล\nอีเมล์\nอูบุนตู\nอูบันตู\nเอนจิน\nเอ็นจิน\nเอาต์พุต\nเอาต์พุท\nเอาท์พุต\nเอาท์พุท\nแอนะล็อก\nแอนิเมชัน\nแอนิเมชั่น\nแอปพลิเคชัน\nแอปพลิเคชั่น\nแอพพลิเคชัน\nแอพพลิเคชั่น\nแอสเซมบลี\nแอสเซมเบลอร์\nโอเพน\nไอคอน\nไอซี\nไอพอด\nไอพ็อด\nไอแพด\nไอโฟน\nฮับ\nฮาร์ดดิสก์\nฮาร์ดแวร์\nแฮกเกอร์\nแฮ็กเกอร์\nแฮนด์เฮลด์\nโฮสต์\n\nกรีก\nกัณณาฑ\nกัศมีรี\nคันจิ\nคาตาคานะ\nคุชราตี\nคุรุมุขี\nซีริลลิก\nซูลู\nเซลติก\nเซิร์บ\nตากาล็อก\nเตลุคู\nเติร์ก\nทราวิฑ\nเบงกาลี\nปัญจาบี\nพินอิน\nมลยาฬัม\nมองโกล\nมาราฐี\nมาเลย์\nเม็กซิกัน\nแมนจู\nแมนดาริน\nไมถิลี\nเยอรมัน\nรัสเซียน\nสวาฮิลี\nสวิส\nสินธี\nอูรดู\nอัสสมี\nอารบิก\nอิตาเลียน\nอุยกูร์\nแอฟริกัน\nโอริยา\nไอริช\nฮันกึล\nฮินดี\nฮิรางานะ\nฮีบรู\n\nกรีนพีซ\nกรือเซะ\nกวนอิม\nกวนอู\nกัดดาฟี\nกัลยาณวัตร\nกัสสปะ\nกาลิเลโอ\nกินเนส\nกุมภกรรณ\nกูเตนเบิร์ก\nเกตส์\nเกษมณี\nโกณฑัญญะ\nขงเบ้ง\nคริสโตเฟอร์\nคองคอร์ด\nคอลเกต\nคานธี\nคาเบรียล\nคาร์ฟูร์\nคาร์สัน\nคาราบาว\nคาสิโอ\nคิริน\nคุนลุ้น\nคูโบต้า\nเครมลิน\nแคทรีนา\nโคตมะ\nโคตมี\nโคลัมบัส\nไคฟง\nไครสเลอร์\nง้อไบ๊\nจตุพร\nจ็อบส์\nจอห์น\nจิ้น\nจิม\nจิ๋ม\nจิว\nจุฬาภรณ์\nจุฬาลงกรณ์\nเจมส์\nแจ็กสัน\nโจเซฟ\nโจว\nชมัยมรุเชฐ\nชมัยมรุเชษฐ์\nชเวดากอง\nชาร์ลส์\nชินราช\nชินวัตร\nชุนชิว\nเช็ง\nเชตวัน\nเชฟรอน\nเชฟโรเลต\nเชลซี\nไชยานุชิต\nซ่ง\nซังฮี้\nซัดดัม\nซันซิล\nซัมซุง\nซัวเจ๋ง\nซินหัว\nซีซาร์\nซีแพค\nซูซาน\nซูซูกิ\nซูบารุ\nเซ็นทารา\nเซเวน\nเซเว่น\nโซฟิเทล\nโซยุซ\nโซยูซ\nณัฐวุฒิ\nดาร์ลี่\nดาวโจนส์\nดิสนีย์\nดีแทค\nดูปองท์\nเดโมแครต\nเดลล์\nเดลินิวส์\nเดวิด\nแดวู\nโดนัลด์\nโดราเอมอน\nโดเรมอน\nต๋อง\nตั๊กม้อ\nตากสิน\nตาเมือน\nตาลีบัน\nตูน\nเตมีย์\nโต๋\nโตชิบา\nโตโยต้า\nถังซัมจั๋ง\nถังซำจั๋ง\nทรพา\nทราเวล\nทรูมูฟ\nทีปังกร\nเทปโก\nเทพรัตน\nเทวทัต\nเทสโก้\nโทมัส\nไททานิก\nไททานิค\nไทยรัฐ\nธีออส\nนครินทรา\nนโปเลียน\nนพดล\nนราดูร\nนเรนทร\nนอสตราดามุส\nนาซา\nนาซ่า\nนาซี\nนาโต\nนาโต้\nนาลแก\nนิคอน\nนิโคลัส\nนิด้า\nนินเทนโด\nนิปปอน\nนิวตัน\nนิสสัน\nเนคเทค\nเนชั่น\nเนชันแนล\nเนชั่นแนล\nเนวิน\nเนสเล่\nเนสาด\nแนท\nแนสแดค\nโนเกีย\nโนเบล\nโนเวลล์\nโนโวเทล\nไนเม็กซ์\nบรอดเวย์\nบรัดเลย์\nบรู๊ซ\nบัลเมอร์\nบารัก\nบารัค\nบู๊ตึ๊ง\nเบญกาย\nเบนซ์\nเบ็นซ์\nเบนจามิน\nโบตัน\nไบโอเทค\nประชาธิปัตย์\nปวีณา\nปอเต็กตึ๊ง\nปอเต๊กตึ๊ง\nป่อเต็กตึ๊ง\nปัตตะโชติ\nปารุสก์\nปีเตอร์\nปูติน\nเป๊ปซี่\nเป้ย\nเปอร์โยต์\nเปาบุ้นจิ้น\nโปเกมอน\nโป๊ยก่าย\nพรหมทัต\nพลาโต\nพอลล่า\nพานาโซนิค\nพานาโซนิก\nพิทยานุกูล\nพิมพิสาร\nเพนแทกซ์\nเพลโต\nไพโอเนียร์\nฟรอยด์\nฟรังซิส\nฟรานซิส\nฟลอเรนซ์\nฟอร์ด\nฟิลิปส์\nฟูจิ\nแฟซ่า\nโฟร์โมสต์\nภูมิพล\nภูริทัต\nมงฟอร์ต\nมณโฑ\nมติชน\nมหิตลาธิเบศร\nมโหสถ\nมัจฉานุ\nมาร์กาเร็ต\nมาร์ติน\nมาสด้า\nมิตซูบิชิ\nมิราเคิล\nมุสโสลินี\nเม้ง\nเมจิ\nเมอร์ซีเดส\nเมอร์เซเดส\nแมกซ์เวลล์\nแมกไซไซ\nแมคอินทอช\nแมชีนเนอรี่\nโมคคัลลานะ\nโมโตโรลา\nโมโตโรล่า\nโมเนีย\nไมเคิล\nไมยราพณ์\nยโสธรา\nยะโฮวา\nยะโฮวาห์\nยามาฮ่า\nยาเวห์\nยาฮู\nยูนิเซฟ\nยูเนสโก\nยูไล\nเยโฮวาห์\nรอยเตอร์\nรอยัล\nรัชดา\nรัสปูติน\nราฟาเอล\nรามาวตาร\nราเมศวร\nราหุล\nริชาร์ด\nรีพับลิกัน\nรูนีย์\nเรนโบว์\nแรมโบ้\nโรตารี\nโรนัลโด\nโรนัลโด้\nโรบินสัน\nโรเบิร์ต\nล็อกซเล่ย์\nลิงคอล์น\nลิจฉวี\nลิไท\nลิไทย\nลินคอล์น\nลิเวอร์พูล\nเลโนโว\nเลียดก๊ก\nโลตัส\nวชิราลงกรณ์\nวลาดิเมียร์\nวอลล์สตรีท\nวาเลนไทน์\nวิกตอเรีย\nวิทยานุสรณ์\nวิทยายน\nวิมเบิลดัน\nวิลเลียม\nวีระ\nวุฒิชัย\nเวียดกง\nไวตามิลค์\nศกุนตลา\nศรีวิชัย\nศิริพงษ์\nศิริราช\nศุภชลาศัย\nสดกก๊อกธม\nสดายุ\nสตาลิน\nสตีฟ\nสแตนฟอร์ด\nสวรินทิรา\nสังกัจจายน์\nสาทิตย์\nสารีบุตร\nสิริกิติ์\nสิรินธร\nสิหิงค์\nสีวลี\nสีหนุ\nสีหมุนี\nสีหโมนี\nสุครีพ\nสุทโธทนะ\nสุเทพ\nสุนทราภรณ์\nสุนีย์\nสุรนารี\nสุรยุทธ์\nสุริยาสน์\nเส้าหลิน\nโสกราตีส\nโสภิต\nหนุมาน\nหลินฮุ่ย\nหลุยส์\nเห้งเจีย\nไหหม่า\nองคต\nองคุลิมาล\nอชาตศัตรู\nอดุลยเดช\nอพอลโล\nอริสโตเติล\nอริสมันต์\nอลิซาเบธ\nอ๋อม\nออร์คิด\nออสการ์\nอะพอลโล\nอับราฮัม\nอั้ม\nอัลกออิดะห์\nอัลคาเทล\nอัลจาซีราห์\nอัลเฟรด\nอัลเลาะห์\nอัสซุส\nอัสสชิ\nอัสสัมชัญ\nอาเซม\nอาเซ็ม\nอาเซียน\nอาฟต้า\nอาร์เซนอล\nอินทรชิต\nอินทราทิตย์\nอีซูซุ\nอีเลฟเวน\nอีเลฟเว่น\nอุณรุท\nอุบลรัตน์\nอุบาลี\nอุ๋ย\nเอกทัศน์\nเอเซอร์\nเอ็ดเวิร์ด\nเอดิสัน\nเอแบค\nเอลิซาเบธ\nเอสพลานาด\nเอสพลานาร์ด\nแอคคอร์\nแอคคอร์ด\nแองเจลิน่า\nแอตแลนติส\nแอน\nแอ๋ม\nแอมบาสซาเดอร์\nแอมบาสเดอร์\nแอมเวย์\nแอ๋ว\nโอดีสซีย์\nโอเดียน\nโอบามา\nโอรสาราม\nโอลิมเปีย\nโออิชิ\nไอน์สไตน์\nฮอนด้า\nฮอปกินส์\nฮอลลีวูด\nฮอลลีวู้ด\nฮานามิ\nฮามาส\nฮิตเลอร์\nฮิตาชิ\nฮุนเซน\nฮุนเซ็น\nฮุนได\nฮุสเซ็น\nเฮนรี\nเฮนรี่\nเฮเลน\nโฮจิมินห์\nโฮปเวลล์\nโฮเมอร์\n\nกลีเซอรีน\nกำทอน\nแกนีมีด\nครอส\nคริสตัล\nคลอโรพลาสต์\nคลอไรด์\nควอนตัม\nคอนดักเตอร์\nคอปเปอร์\nคอลลาเจน\nคอเลสเตอรอล\nคอสมิก\nคูลอมบ์\nเคอราติน\nแคโรทีน\nแคสสินี\nโครมาโทกราฟี\nไคโตซาน\nจีโนม\nจุลชีววิทยา\nชิคุนกุนยา\nซัลฟิวริก\nซัลเฟต\nซัลไฟด์\nซิงค์\nซิริอุส\nซิลิกา\nซิลิเกต\nซิลิโคน\nซีเทน\nซีเวิร์ต\nเซ็กเตอร์\nเซ็กเมนต์\nเซมิ\nโซนาร์\nไซบอร์ก\nดอปเปลอร์\nดอปเพลอร์\nไดนามิก\nไดนามิกส์\nไดนามิค\nไดนามิคส์\nไดออกไซด์\nทรานส์\nทามิฟลู\nเทฟลอน\nเทสโทสเตอโรน\nเทอร์โม\nแทนนิน\nไททัน\nไทฟอยด์\nไทรอยด์\nธาลัสซีเมีย\nเนกาตีฟ\nโนวา\nบอแรกซ์\nโบทอกซ์\nโบท็อกซ์\nไบโอติน\nปฏิยานุพันธ์\nโปรเจสเตอโรน\nพอลิเมอร์\nพันธุศาสตร์\nพัลซาร์\nพาร์กินสัน\nพาราเซตามอล\nพาราโบลา\nเพอร์ออกไซด์\nโพรเจสเทอโรน\nโพลาไรซ์\nโพลิเมอร์\nโพลีเอทิลีน\nไพรเมต\nฟลาโวนอยด์\nฟลูออเรสเซนซ์\nฟลูออไรด์\nฟอสซิล\nฟิชชัน\nฟิวชัน\nฟีโรโมน\nไฟเบอร์\nมอนอกไซด์\nมิราจ\nเมตริกซ์\nเมทริกซ์\nเมลานิน\nเมลามีน\nโมเมนตัม\nไมโตคอนเดรีย\nไมโทคอนเดรีย\nยีสต์\nยูริก\nยูเรีย\nรูมาตอยด์\nวีก้า\nเวกเตอร์\nเวก้า\nเวสิเคิล\nโวลต์\nสเกล\nสเกลาร์\nสเต็ม\nสเตียรอยด์\nสปีชีส์\nสเปิร์ม\nสัมพัทธภาพ\nสุริยจักรวาล\nออกเทน\nออโรรา\nออโรร่า\nอะคริลิก\nอะครีลิก\nอะซีติก\nอะซีโตน\nอะมิโน\nอะลูมินา\nอันโดรเมดา\nอัลคาไลน์\nอัลตราซาวด์\nอัลตราซาวนด์\nอัลลอยด์\nอินทิกรัล\nอินทิเกรต\nอีโบลา\nอีโบล่า\nเอ็กซ์โพเนนเชียล\nเอทานอล\nเอทิลีน\nเอนโทรปี\nเอสเตอร์\nเอสโตรเจน\nเอสโทรเจน\nแอนดรอยด์\nแอนแทร็กซ์\nแอมพลิจูด\nแอมโมเนียม\nแอลกอฮอลิซึม\nแอสพาร์แตม\nโอเซลทามิเวียร์\nฮับเบิล\nฮิวมัส\nไฮดรอกไซด์\nไฮดรอลิก\nไฮโดรลิก\nไฮเพอร์โบลา\n\nกงเต็ก\nกฎุมพี\nกฏ\nกฏหมาย\nกบฎ\nกราไฟต์\nก๊อปปี้\nกะทะ\nกังวาล\nกุฎฐัง\nกุฏุมพี\nฃวด\nคฑา\nคลินิค\nคลีนิก\nคลีนิค\nคาทอลิค\nคึ่นฉ่าย\nแคตตาล็อก\nโควต้า\nฅน\nจุมพฎ\nช็อคโกแลต\nแซ่ด\nดัทช์\nทนง\nทรมาณ\nทราก\nทะแยง\nทิฏฐิ\nบล็อค\nบ๊องแบ๊ว\nบัลเล่ต์\nเบรค\nแบงค์\nปรากฎ\nปัคคหะ\nปาฏิโมกข์\nปิติ\nปิรามิด\nโปรเตสแตนท์\nพนิช\nพยักเพยิด\nพริ้ว\nพลูโตเนียม\nพากษ์\nเฟิร์น\nยากี้\nเยภุยยสิกา\nรุสเซีย\nฤาษี\nล็อค\nล็อคเกอร์\nวันทยาหัตถ์\nวานิช\nวิญญาน\nวิศิษฐ์\nศรีษะ\nสเปกโทรสโคป\nสฤษฎ์\nสลิ่ม\nสัตตสดก\nสาราณียากร\nสุกี้\nสุกี้ยากี้\nสูญญากาศ\nหยอมแหยม\nหยอย\nหล่ะ\nอะดรีนาลีน\nอะหลั่ย\nอัตคัต\nอัฟริกา\nอานิสงค์\nอาฟริกา\nอิริยาบท\nอิเลคโทรนิคส์\nอีรุงตุงนัง\nอุตรายัน\nอุลตรา\nอุลตร้า\nโอกาศ\n\nกกหู\nกงการ\nกงจักร\nกฎเกณฑ์\nกฎบัตร\nกฎหมาย\nกฎหมู่\nกดขี่\nกดดัน\nก้นกบ\nก้นบึ้ง\nก้นปล่อง\nกนิษฐภคินี\nกนิษฐภาดา\nกรงเล็บ\nกรมการ\nกรมท่า\nกรมธรรม์\nกรมนา\nกรมวัง\nกรรมกร\nกรรมการ\nกรรมฐาน\nกรรมบถ\nกรรมพันธุ์\nกรรมวิธี\nกรรมสิทธิ์\nกระจกเงา\nกระจกตา\nกระจกนูน\nกระจกเว้า\nกระจอกชวา\nกระจอกเทศ\nกระจ้อยร่อย\nกระจับบก\nกระจับปิ้ง\nกระจับปี่\nกระโชกโฮกฮาก\nกระดานดำ\nกระดานหก\nกระดาษแก้ว\nกระดาษไข\nกระดาษทราย\nกระดาษสา\nกระดูกงู\nกระทาชาย\nกระเท่เร่\nกระบวนการ\nกระบองเพชร\nกระผีกริ้น\nกระยาทิพย์\nกระยาสารท\nกระยาหาร\nกระสอบทราย\nกระสุนปืน\nกระแสจิต\nกระแสน้ำ\nกระแสลม\nกรับคู่\nกรับพวง\nกรับเสภา\nกราดเกรี้ยว\nกราวรูด\nกริ่งเกรง\nกรีฑาสถาน\nกรีดกราย\nกรี๊ดกร๊าด\nกลไก\nกลบท\nกลเม็ด\nกลยุทธ์\nกลวิธี\nกลศาสตร์\nกลอักษร\nกลบเกลื่อน\nกลมกล่อม\nกลมกลืน\nกลมเกลียว\nกล้วยแขก\nกล้วยไม้\nกล่องเสียง\nกล่อมเกลา\nกล่อมเกลี้ยง\nกลัดกลุ้ม\nกลัดมัน\nกลั่นกรอง\nกลั่นแกล้ง\nกลับกลอก\nกลางคน\nกลางคัน\nกลางค่ำ\nกลางคืน\nกลางแจ้ง\nกลางแปลง\nกลางวัน\nกลาดเกลื่อน\nกล่าวขวัญ\nกล่าวโทษ\nกล่าวหา\nกล้ำกราย\nกล้ำกลืน\nกลิ้งกลอก\nกลิ้งเกลือก\nกลิ่นอาย\nกลียุค\nกวดขัน\nกวัดแกว่ง\nกวัดไกว\nกวีนิพนธ์\nก่อกวน\nก่อการ\nก่อตั้ง\nก่อสร้าง\nก่อหวอด\nก้อร่อก้อติก\nกองกลาง\nกองเกิน\nกองโจร\nกองทัพ\nกองทุน\nกองพล\nกองพัน\nกองฟอน\nกองร้อย\nกองหนุน\nกอบโกย\nกะเกณฑ์\nกะบังลม\nกักกัน\nกักขัง\nกักตัว\nกักตุน\nกัณฑ์เทศน์\nกัดฟัน\nกันชน\nกันท่า\nกันสาด\nกันเอง\nกับแกล้ม\nกับข้าว\nกับระเบิด\nกากเพชร\nกากหมู\nกาชาด\nกาญจนาภิเษก\nก้านคอ\nกาฝาก\nก้ามกราม\nกามกิจ\nกามคุณ\nกามเทพ\nกามโรค\nก้ามปู\nกายกรรม\nกายบริหาร\nกายภาพ\nกายวิภาค\nกายสิทธิ์\nก่ายกอง\nการคลัง\nการเงิน\nการบ้าน\nการเปรียญ\nการเมือง\nการเรือน\nการละเล่น\nกาลกิริยา\nกาลเทศะ\nก้าวก่าย\nก้าวร้าว\nก้าวหน้า\nกาสาวพัสตร์\nกาฬพฤกษ์\nกาฬโรค\nกำปั้น\nกำมือ\nกำแพงขาว\nกำลังใจ\nกำลังม้า\nกี่งอำเภอ\nกิจกรรม\nกิจการ\nกิจวัตร\nกิจจะลักษณะ\nกิตติคุณ\nกิตติศัพท์\nกินขาด\nกินใจ\nกินดอง\nกินโต๊ะ\nกินแบ่ง\nกินเปล่า\nกินเลี้ยง\nกินเส้น\nกินแหนง\nกิโลกรัม\nกิโลเมตร\nกิโลลิตร\nกิโลเฮิรตซ์\nกีดกัน\nกีดกั้น\nกีดขวาง\nกึกก้อง\nกึกกัก\nกึกกือ\nกึ่งกลาง\nกุกกัก\nกุ๊กกิ๊ก\nกุ้งฝอย\nกุ้งมังกร\nกุ้งแห้ง\nกุ้งเต้น\nกุ้งยิง\nกุญแจผี\nกุญแจมือ\nกุญแจเลื่อน\nกุญแจเสียง\nกุลธิดา\nกุลบุตร\nกุลสตรี\nกู้ยืม\nเก้งก้าง\nเก็บกวาด\nเก็บเกี่ยว\nเก็บงำ\nเก็บตก\nเกรงกลัว\nเกรงใจ\nเกรงขาม\nเกรียงไกร\nเกรียมกรม\nเกรี้ยวกราด\nเกล็ดเลือด\nเกลี้ยกล่อม\nเกลี้ยงเกลา\nเกลือกกลั้ว\nเกลือกกลิ้ง\nเกลื่อนกล่น\nเกลื่อนกลาด\nเกศธาตุ\nเกษตรกร\nเกษตรกรรม\nเกษตรศาสตร์\nเกษมสันต์\nเกษียรสมุทร\nเก้อเขิน\nเกาะแกะ\nเกี่ยงงอน\nเกียจคร้าน\nเกียรติคุณ\nเกียรตินิยม\nเกียรติประวัติ\nเกียรติภูมิ\nเกียรติยศ\nเกียรติศักดิ์\nเกียรติมุข\nเกี่ยวข้อง\nเกี่ยวดอง\nเกี่ยวพัน\nเกี่ยวโยง\nเกี้ยวพาน\nเกี้ยวพาราสี\nแก่แดด\nแก้ขัด\nแก้ไข\nแก้ตัว\nแก้เผ็ด\nแก้ลำ\nแกงคั่ว\nแกงจืด\nแกงบวด\nแกงป่า\nแกงเผ็ด\nแกงส้ม\nแก่งแย่ง\nแก่นแก้ว\nแก่นสาร\nแก้วตา\nแก้วหู\nแกว่งกวัด\nแกว่งไกว\nแกะรอย\nโก้เก๋\nโกรธเกรี้ยว\nโกรธขึ้ง\nไก่เขี่ย\nไก่ชน\nไก่บ้าน\nไก่ป่า\nไก่ฟ้า\nไกล่เกลี่ย\nขจัดขจาย\nขนเพชร\nขนสัตว์\nขนหนู\nขนส่ง\nขนมจีน\nขบขัน\nขบวนการ\nข่มขี่\nข่มขู่\nข่มขืน\nข่มเหง\nขมหิน\nขมิ้นชัน\nขมุบขมิบ\nขยะแขยง\nขยักขย่อน\nขยักขย้อน\nขยับขยาย\nขยับเขยื้อน\nขวดโหล\nขวยเขิน\nขวัญใจ\nขวัญตา\nขวัญอ่อน\nขวากหนาม\nขวางโลก\nของ้าว\nขอสับ\nขอขมา\nขอทาน\nขอโทษ\nขอร้อง\nขออภัย\nข้อเขียน\nข้อความ\nข้อเท็จจริง\nของกลาง\nของขวัญ\nของแข็ง\nของชำ\nของลับ\nของเล่น\nของว่าง\nของเหลว\nของไหล\nของไหว้\nข้องใจ\nข้องแวะ\nขอบข่าย\nขอบเขต\nขอบคุณ\nขอบใจ\nขอบพระคุณ\nข้อมูล\nข้อแม้\nข้อหา\nข้อสังเกต\nขัดข้อง\nขัดขืน\nขัดเขิน\nขัดจังหวะ\nขัดดอก\nขัดแตะ\nขัดยอก\nขัดแย้ง\nขัดสมาธิ\nขันหมาก\nขันอาสา\nขับขี่\nขับเคี่ยว\nขั้วโลก\nขาจร\nขาประจำ\nข้าราชการ\nข้าศึก\nข้าหลวง\nขาดแคลน\nขาดใจ\nขาดตอน\nขาดตัว\nขาดทุน\nขาดเหลือ\nขายหน้า\nข่าวกรอง\nข่าวคราว\nข่าวล่า\nข่าวลือ\nข่าวสาร\nข้าวเกรียบ\nข้าวแกง\nข้าวของ\nข้าวจี่\nข้าวเจ้า\nข้าวซอย\nข้าวต้ม\nข้าวตอก\nข้าวตัง\nข้าวแตน\nข้าวทิพย์\nข้าวบิณฑ์\nข้าวเปลือก\nข้าวโพด\nข้าวฟ่าง\nข้าวเม่า\nข้าวสวย\nข้าวสาร\nข้าวเหนียว\nข้าวหมาก\nข้าวหลาม\nขี้เกียจ\nขี้ข้า\nขี้ครอก\nขี้คร้าน\nขี้คุก\nขี้ไคล\nขี้เซา\nขีดขั้น\nขีดคร่อม\nขีดคั่น\nขีดฆ่า\nขี้ตา\nขี้ตืด\nขี้เถ้า\nขี้ทูด\nขี้ปะติ๋ว\nขี้ผึ้ง\nขี้มูก\nขี้ยา\nขี้แย\nขี้ริ้ว\nขี้เรื้อน\nขี้เล็บ\nขี้หู\nขี้หน้า\nขี้เหนียว\nขี้เหล็ก\nขี้เหร่\nขึงขัง\nขึงพืด\nขึ้งโกรธ\nขึ้นใจ\nขึ้นชื่อ\nขึ้นมือ\nขืนใจ\nขื่นขม\nขุดคุ้ย\nขุนทอง\nขุนนาง\nขุนพล\nขุนศึก\nขุนหลวง\nขูดรีด\nเข็มกลัด\nเข็มขัด\nเข้มข้น\nเข้มแข็ง\nเข้มงวด\nเข็มทิศ\nเข็มหมุด\nเข้าขา\nเข้าเค้า\nเข้าใจ\nเข้าชื่อ\nเข้าตัว\nเข้าถึง\nเข้าทรง\nเข้าท่า\nเข้าที\nเข้าเนื้อ\nเข้าเล่ม\nเขียวเสวย\nเขียวหวาน\nแขกเต้า\nแข็งกร้าว\nแข็งกล้า\nแข็งแกร่ง\nแข็งข้อ\nแข็งขัน\nแข่งขัน\nแข็งใจ\nแข็งตัว\nแข็งเมือง\nแข็งแรง\nแขวนลอย\nโขกสับ\nโขยกเขยก\nไขข้อ\nไขควง\nไขมัน\nไข่มุก\nไขว่ห้าง\nไขสันหลัง\nไขสือ\nไข่เค็ม\nไข่เยี่ยวม้า\nไข่หงส์\nไข่เหี้ย\nคงกระพัน\nคงตัว\nคงทน\nคงที่\nคชลักษณ์\nคชสาร\nคชสีห์\nคชราช\nคณิตศาสตร์\nคดเคี้ยว\nคติธรรม\nคติพจน์\nคนกลาง\nคนไข้\nคนใช้\nคนทรง\nคบไฟ\nคบเพลิง\nคบค้า\nคบคิด\nคบหา\nคมคาย\nครบครัน\nครบถ้วน\nครอบครอง\nครอบคลุม\nครอบครัว\nครอบงำ\nครอบจักรวาล\nคริสตกาล\nคริสตจักร\nคริสต์มาส\nคริสต์ศตวรรษ\nคริสต์ศักราช\nคริสตัง\nคริสเตียน\nครุกรรม\nครุภัณฑ์\nครุศาสตร์\nครุฑพ่าห์\nครุ่นคิด\nคลอเคลีย\nคล่องแคล่ว\nคล่องตัว\nคล่องมือ\nคลั่งไคล้\nคลาคล่ำ\nคลาไคล\nคลาดเคลื่อน\nคลาดแคล้ว\nคลี่คลาย\nคลึงเคล้น\nคลึงเคล้า\nคลื่นไส้\nคลื่นเหียน\nคลุกคลี\nคลุกคลาน\nคลุมเครือ\nคลุมโปง\nคลุ้มคลั่ง\nควงสว่าน\nควบคุม\nควบคู่\nควบแน่น\nควันหลง\nความคิด\nความหลัง\nความเห็น\nคอหอย\nคอห่าน\nคอแห้ง\nค่อนขอด\nค่อนแคะ\nค้อนควัก\nคั่งค้าง\nคั่งแค้น\nคัดค้าน\nคัดง้าง\nคัดท้าย\nคัดเลือก\nคันจาม\nคันฉ่อง\nคันฉาย\nคันชัก\nคันชั่ง\nคันไถ\nคันนา\nคันเร่ง\nคับขัน\nคับคั่ง\nคับแค้น\nคับแคบ\nคางทูม\nคางหมู\nค้างคืน\nค้างปี\nคาดคั้น\nคาดเชือก\nคาดโทษ\nคาดหมาย\nคานหาม\nคาบเกี่ยว\nคาบศิลา\nคาบสมุทร\nคำขาด\nคำนำ\nคิดค้น\nคืนดี\nคืนตัว\nคุกเข่า\nคุณค่า\nคุณชาย\nคุณธรรม\nคุณนาย\nคุณภาพ\nคุณลักษณะ\nคุณวุฒิ\nคุณศัพท์\nคุณสมบัติ\nคุณหญิง\nคุณากร\nคุณูปการ\nคุโณปการ\nคุมเชิง\nคุ้มกัน\nคุยเขื่อง\nคุยโต\nคุ้ยเขี่ย\nคุ้มครอง\nคู่กรณี\nคู่กัด\nคู่ขา\nคู่แข่ง\nคู่ครอง\nคู่ควร\nคู่คิด\nคู่คี่\nคู่ใจ\nคู่ชีพ\nคู่ชีวิต\nคู่บารมี\nคู่บุญ\nคู่ปรปักษ์\nคู่ปรับ\nคู่ผสม\nคู่มือ\nคู่รัก\nคู่ลำดับ\nคู่สาย\nคู่หมั้น\nคู่หู\nคู่อริ\nคู่อาฆาต\nเคมีภัณฑ์\nเคยตัว\nเคร่งขรึม\nเคร่งครัด\nเคร่งเครียด\nเครดิตฟองซิเอร์\nเครื่องกล\nเครื่องกัณฑ์\nเครื่องแกง\nเครื่องเขิน\nเครื่องครัว\nเครื่องเคียง\nเครื่องเงิน\nเครื่องจักร\nเครื่องเซ่น\nเครื่องดนตรี\nเครื่องต้น\nเครื่องทุ่นแรง\nเครื่องเทศ\nเครื่องใน\nเครื่องบิน\nเครื่องบูชา\nเครื่องแบบ\nเครื่องประดับ\nเครื่องปรุง\nเครื่องปรุงรส\nเครื่องมือ\nเครื่องยนต์\nเครื่องร่อน\nเครื่องราง\nเครื่องเรือน\nเครื่องล่าง\nเครื่องเล่น\nเครื่องสาย\nเครื่องสำอาง\nเครื่องสุกำศพ\nเครื่องหมาย\nเครือรัฐ\nเคลียคลอ\nเคลื่อนที่\nเคลื่อนไหว\nเคลือบแคลง\nเคลือบแฝง\nเคลือบฟัน\nเคว้งคว้าง\nเคหสถาน\nเค้าโครง\nเคียดแค้น\nเคี่ยวเข็ญ\nเคี้ยวเอื้อง\nเคืองขุ่น\nโคนม\nโคบาล\nโคมูตร\nโคมลอย\nโครงการ\nโครงเรื่อง\nโครงงาน\nโครงสร้าง\nโครมคราม\nโคลงเคลง\nฆ้องกระแต\nฆ้องชัย\nฆ้องวง\nฆ้องหุ่ย\nฆ้องเหม่ง\nฆ้องโหม่ง\nฆาตกร\nฆาตกรรม\nฆานประสาท\nงงงวย\nงงงัน\nงดเว้น\nงบดุล\nงบประมาณ\nงมโข่ง\nงมงาย\nง่วงงุน\nง่วงเหงา\nงอหาย\nง้องอน\nงอนง้อ\nงอมแงม\nงาช้าง\nง่าเงย\nงานการ\nง่ายดาย\nงึมงำ\nเงินเดือน\nเงินตรา\nเงินยวง\nเงียบกริบ\nเงียบเชียบ\nเงียบเหงา\nเงื่องหงอย\nเงื่อนไข\nเงื่อนงำ\nเงื่อนเวลา\nเงื้อมมือ\nแง่งอน\nจงใจ\nจงรัก\nจดจ่อ\nจดจำ\nจดหมาย\nจดหมายเหตุ\nจรจัด\nจรรยาบรรณ\nจริงจัง\nจริงใจ\nจอมขวัญ\nจอมใจ\nจอมทัพ\nจอมปลวก\nจอมพล\nจ๊ะเอ๋\nจักสาน\nจักรพรรดิ\nจักรภพ\nจักรยาน\nจักรยานยนต์\nจักรราศี\nจักรวรรดิ\nจักรวรรดินิยม\nจักรวาล\nจังหนับ\nจัดการ\nจัดจ้าน\nจัดเจน\nจัดแจง\nจัดตั้ง\nจัดสรร\nจับกุม\nจับจด\nจับเจ่า\nจ่าหน้า\nจาตุทสี\nจาตุมหาราช\nจาตุมหาราชิก\nจาตุมหาราชิกา\nจาตุรงคสันนิบาต\nจาตุรราชการ\nจานเชิง\nจานบิน\nจานผี\nจานเสียง\nจาบจ้วง\nจำเป็น\nจำพรรษา\nจำวัด\nจ้ำจี้จ้ำไช\nจำเลาะตา\nจิงโจ้น้ำ\nจิตใจ\nจิตตภาวนา\nจิตตัง\nจิตตานุปัสสนา\nจิตนิยม\nจิตบำบัด\nจิตแพทย์\nจิตวิสัย\nจิตรกร\nจิตรกรรม\nจิตรลดา\nจิตวิทยา\nจิตเวช\nจิตเวชศาสตร์\nจินตกวี\nจินตนา\nจินตนาการ\nจินตภาพ\nจุฑามณี\nจุฑามาศ\nจุฑารัตน์\nจุนเจือ\nจุ้นจ้าน\nจุลชีพ\nจุลชีวัน\nจุลชีวิน\nจุลทรรศน์\nจุลภาค\nจุลวรรค\nจุลศักราช\nจุลสาร\nจุลินทรีย์\nจุฬามณี\nจุฬาลักษณ์\nเจตคติ\nเจตจำนง\nเจตนารมณ์\nเจตภูต\nเจริญพร\nเจ้ากรม\nเจ้ากรรม\nเจ้าของ\nเจ้าขา\nเจ้าข้า\nเจ้าคณะ\nเจ้าค่ะ\nเจ้าจอม\nเจ้าชู้\nเจ้าตัว\nเจ้าถิ่น\nเจ้าท่า\nเจ้าที่\nเจ้าทุกข์\nเจ้านาย\nเจ้าเนื้อ\nเจ้าบ้าน\nเจ้าบ่าว\nเจ้าประคุณ\nเจ้าประคู้น\nเจ้าพนักงาน\nเจ้าพระคุณ\nเจ้าพระยา\nเจ้าพ่อ\nเจ้าพายุ\nเจ้าฟ้า\nเจ้าภาพ\nเจ้ามือ\nเจ้าแม่\nเจ้าเรือน\nเจ้าสังกัด\nเจ้าสัว\nเจ้าสาว\nเจ้าหน้าที่\nเจ้าหนี้\nเจ้าอาวาส\nเจาะจง\nเจือจาง\nเจือจาน\nเจือปน\nเจื้อยแจ้ว\nแจกจ่าย\nแจ่มแจ้ง\nแจ่มใส\nโจงกระเบน\nโจมตี\nโจรกรรม\nโจรสลัด\nใจความ\nใจคอ\nฉกฉวย\nฉกชิง\nฉลองได\nฉ้อฉล\nฉัตรมงคล\nฉันทลักษณ์\nฉายาลักษณ์\nฉิบหาย\nฉุกเฉิน\nฉุกละหุก\nฉุนเฉียว\nฉุปศาสตร์\nเฉไฉ\nเฉยเมย\nเฉาโฉด\nเฉิดฉัน\nเฉิดฉาย\nเฉิดฉิน\nเฉียบขาด\nเฉียบพลัน\nเฉียบแหลม\nเฉื่อยชา\nแฉะแบะ\nโฉดเฉา\nโฉมงาม\nโฉมฉาย\nโฉมเฉลา\nโฉมตรู\nโฉมยง\nโฉมศรี\nโฉมหน้า\nชดช้อย\nชดเชย\nชดใช้\nชนบท\nชนินทร์\nชนกกรรม\nชนมพรรษา\nชนมายุ\nชมเชย\nชมพูทวีป\nชมพูนท\nชมพูนุท\nชราธรรม\nชราภาพ\nชลจร\nชลธาร\nชลธี\nชลนัยน์\nชลนา\nชลเนตร\nชลประทาน\nชลมารค\nชลาธาร\nชลาลัย\nชลาศัย\nชลาสินธุ์\nชโลทร\nช่วงชิง\nช่วงใช้\nชวนชม\nชวนหัว\nช่วยเหลือ\nช่อฟ้า\nช่อม่วง\nชอกช้ำ\nช่องเขา\nช่องแคบ\nช่องไฟ\nช่องว่าง\nช้องนาง\nชอบกล\nชอบใจ\nชอบธรรม\nชอบพอ\nชักโครก\nชักเงา\nชักจูง\nชักชวน\nชักนำ\nชักเนื้อ\nชักพระ\nชักเย่อ\nชักใย\nชั่งใจ\nชังฆวิหาร\nชัดเจน\nชั้นเชิง\nชั่วคน\nชั่วคราว\nชั่วช้า\nชั่วโมง\nชั่วแล่น\nชาเย็น\nช้านาน\nช่างเครื่อง\nช่างฝีมือ\nช่างฟิต\nช่างไฟ\nช้างน้ำ\nช้างเผือก\nช้างพลาย\nช้างพัง\nช้างสาร\nช้างสีดอ\nชาติธรรม\nชาตินิยม\nชาติพันธุ์\nชาติพันธุ์วิทยา\nชาติภูมิ\nชานชาลา\nชายชาตรี\nชายคา\nชายฝั่ง\nชายทะเล\nชาวเล\nชาววัง\nช้ำใจ\nช้ำชอก\nชิงชัง\nชิงพลบ\nชินชา\nชินบุตร\nชิ้นเอก\nชิมลาง\nชีเปลือย\nชี้ขาด\nชี้แจง\nชี้นำ\nชี้แนะ\nชี้ฟ้า\nชีพจร\nชีพิตักษัย\nชื่นชม\nชื่นบาน\nชื่นมื่น\nชื่อย่อ\nชื่อรอง\nชื่อเล่น\nชื่อเสียง\nชุกชุม\nชุติมา\nชุบตัว\nชุบเลี้ยง\nชุมชน\nชุมทาง\nชุมสาย\nชุ่มใจ\nชุ่มชื่น\nชุ่มชื้น\nชุมนุมชน\nชูชีพ\nชูโรง\nชู้สาว\nเชยชม\nเชลยศักดิ์\nเชลยศึก\nเช่าซื้อ\nเช้าตรู่\nเช้ามืด\nเชิงกราน\nเชิงกล\nเชิงชั้น\nเชิงชาย\nเชิงซ้อน\nเชิงเดียว\nเชิงเดี่ยว\nเชิงตะกอน\nเชิงเทิน\nเชิงมุม\nเชิดชู\nเชิงอรรถ\nเชี่ยนหมาก\nเชี่ยวชาญ\nเชื่องช้า\nเชื่อใจ\nเชื่อถือ\nเชื่อฟัง\nเชื่อมือ\nเชื้อชาติ\nเชื้อเพลิง\nเชื้อไฟ\nเชื้อโรค\nเชื้อสาย\nเชื้อเชิญ\nเชื่องช้า\nเชือนแช\nเชื่อวัน\nแช่เย็น\nแช่อิ่ม\nแช่มช้อย\nแช่มชื่น\nโชกโชน\nโชติช่วง\nโชติรส\nใช้สอย\nซบเซา\nซมซาน\nซวนเซ\nซอกซอน\nซอกแซก\nซ่องสุม\nซ่องเสพ\nซ่องแซ่ง\nซ่อนรูป\nซ่อนเร้น\nซ่อนหา\nซ่อนกลิ่น\nซ่อนทราย\nซ่อมแซม\nซักค้าน\nซักซ้อม\nซักไซ้\nซักฟอก\nซักแห้ง\nซังกะตาย\nซังตาย\nซัดเซ\nซัดทอด\nซับซ้อน\nซับใน\nซับพระพักตร์\nซากศพ\nซ่านเซ็น\nซ้ำซ้อน\nซ้ำซาก\nซ้ำเติม\nซ้ำร้าย\nซี่โครง\nซีดเซียว\nซึมกะทือ\nซึมซาบ\nซึมเซา\nซึมทราบ\nซึมเศร้า\nซื่อตรง\nซื่อสัตย์\nซื้อขาย\nซุกซน\nซุกซ่อน\nซุบซิบ\nซู่ซ่า\nเซซัง\nเซ่อซ่า\nแซ่ซ้อง\nโซดาไฟ\nญาณทัสนะ\nญาณวิทยา\nญาณศาสตร์\nญาติกา\nฐานราก\nดกดื่น\nดงดิบ\nดลใจ\nดลบันดาล\nดวงแก้ว\nดวงใจ\nดวงเดือน\nดวงตรา\nดวงตา\nดวงสมร\nดอกจัน\nดอกจิก\nดอกบัว\nดอกเบี้ย\nดอกฟ้า\nดอกไม้\nดอกยาง\nดอกเล็บ\nดอกทอง\nดอกสร้อย\nดองยา\nดักคอ\nดักฟัง\nดังนั้น\nดังนี้\nดังหนึ่ง\nดั้งเดิม\nดัดจริต\nดัดแปลง\nดันทุรัง\nดับขันธ์\nดับจิต\nดับชีพ\nด่าทอ\nด่างทับทิม\nด่างพร้อย\nดาดฟ้า\nดาราศาสตร์\nดาลเดือด\nดาวกระจาย\nดาวเคราะห์\nดาวตก\nดาวเทียม\nดาวรุ่ง\nดาวเรือง\nดาวฤกษ์\nดาวหาง\nดาวเหนือ\nดาษดื่น\nดินขาว\nดินดาน\nดินดำ\nดินประสิว\nดินปืน\nดินระเบิด\nดินสอ\nดินสอพอง\nดิ้นรน\nดิบดี\nดีเกลือ\nดีใจ\nดีซ่าน\nดีดัก\nดีเดือด\nดีฝ่อ\nดีดดิ้น\nดึกดำบรรพ์\nดึกดื่น\nดึงดัน\nดึงดูด\nดื่มด่ำ\nดื้อด้าน\nดื้อดึง\nดื้อแพ่ง\nดื้อยา\nดื้อรั้น\nดุดัน\nดุเดือด\nดุร้าย\nดุลการค้า\nดุลพินิจ\nดุลภาค\nดุลยพินิจ\nดุลยภาพ\nดุษฎีนิพนธ์\nดุษฎีบัณฑิต\nดุษณีภาพ\nดูแคลน\nดูถูก\nดูดาย\nดูเบา\nดูแล\nดูหมิ่น\nดูเหมือน\nดูดดื่ม\nเด็ดขาด\nเด็ดดวง\nเด็ดเดี่ยว\nเดนตาย\nเดาสวด\nเดาสุ่ม\nเดินทาง\nเดินสะพัด\nเดินสาย\nเดินเหิน\nเดิมพัน\nเดียงสา\nเดียดฉันท์\nเดียวกัน\nเดียวดาย\nเดี๋ยวเดียว\nเดี๋ยวนี้\nเดือดดาล\nเดือดร้อน\nเดือนมืด\nเดือนหงาย\nแดดาล\nแดดิ้น\nแดกดัน\nโด่เด่\nโด่งดัง\nโดดเดี่ยว\nโดยสาร\nได้การ\nได้แก่\nได้ใจ\nได้ที\nได้ยิน\nได้เสีย\nตกเขียว\nตกค้าง\nตกใจ\nตกต่ำ\nตกแต่ง\nตกทอด\nตกฟาก\nตกมัน\nตกยาก\nตกลง\nตกหล่น\nต้นขั้ว\nต้นคิด\nต้นฉบับ\nต้นตอ\nต้นตำรับ\nต้นทุน\nต้นแบบ\nต้นเพลิง\nต้นมือ\nต้นไม้\nต้นร่าง\nต้นเรื่อง\nต้นสังกัด\nต้นหน\nต้นเหตุ\nตบตา\nตบแต่ง\nตบแผละ\nตบมือ\nต้มข่า\nต้มโคล้ง\nต้มยำ\nต้มส้ม\nตรมตรอม\nตรรกวิทยา\nตรรกศาสตร์\nตรวจการ\nตรวจการณ์\nตรวจตรา\nตระบัดสัตย์\nตรัสรู้\nตราตั้ง\nตราบาป\nตรายาง\nตราสาร\nตริตรอง\nตรีกฏุก\nตรีกาย\nตรีโกณ\nตรีโกณมิติ\nตรีคูณ\nตรีทูต\nตรีปิฎก\nตรีภพ\nตรีมูรติ\nตรึกตรอง\nตรึงตรา\nตรุษจีน\nตฤณชาติ\nตฤณมัย\nตลกบาตร\nตลบตะแลง\nตลบหลัง\nตลาดนัด\nตลาดน้ำ\nตลาดมืด\nตลาดสด\nต่อตี\nต่อเติม\nต่อว่า\nต่อสู้\nต่อกร\nต่อต้าน\nต่อแย้ง\nต้องการ\nต้องโทษ\nต้องหา\nต้อนรับ\nตอบโต้\nตอบแทน\nต่อยหอย\nตะพาบน้ำ\nตักตวง\nตักบาตร\nตั้งเข็ม\nตั้งไข่\nตั้งเค้า\nตั้งแง่\nตั้งใจ\nตั้งต้น\nตั้งแต่\nตั้งท้อง\nตัดขาด\nตัดใจ\nตัดเชือก\nตัดตอน\nตัดทอน\nตัดบท\nตัดพ้อ\nตัดรอน\nตัดสิน\nตับเต่า\nตับแลบ\nตับอ่อน\nตัวกลาง\nตัวการ\nตัวเก็ง\nตัวดี\nตัวตั้ง\nตัวเต็ง\nตัวถัง\nตัวแทน\nตัวประกอบ\nตัวประกัน\nตัวแปร\nตัวผู้\nตัวพิมพ์\nตัวเมีย\nตัวยืน\nตัวเลข\nตัวอย่าง\nตั๋วเงิน\nตั๋วแลกเงิน\nตากล้อง\nตาไก่\nตาข่าย\nตาชั่ง\nตาตุ่ม\nตาทวด\nตาปลา\nตาราง\nต่างหาก\nต้านทาน\nตามใจ\nตายใจ\nตายซาก\nตายด้าน\nตายตัว\nตายทั้งกลม\nตายห่า\nตายโหง\nตาลปัตร\nต่ำช้า\nต่ำต้อย\nตำส้ม\nติเตียน\nติณชาติ\nติดขัด\nติดใจ\nติดต่อ\nติดตั้ง\nติดตาม\nติดตื้น\nติดพัน\nติดลม\nติดอ่าง\nตีเกลียว\nตีขลุม\nตีความ\nตีคู่\nตีจาก\nตีตื้น\nตีแผ่\nตีรวน\nตีลังกา\nตีวง\nตีเสมอ\nตีนกา\nตีนคู้\nตีนจก\nตีนตะขาบ\nตีนผี\nตีนเหยียด\nตึกแถว\nตึกระฟ้า\nตึงเครียด\nตึงตัง\nตื้นตัน\nตื่นตัว\nตื่นตูม\nตื่นเต้น\nตุ๊ต๊ะ\nตุ้บตั้บ\nตุ้มหู\nตุลาการ\nตุลาคม\nตู้นิรภัย\nตูมตาม\nตู้เสบียง\nเตโชธาตุ\nเตร็ดเตร่\nเต้นรำ\nเตาแก๊ส\nเตาผิง\nเตาฟู่\nเตาไฟ\nเตารีด\nเตาสูบ\nเต่าทอง\nเต้ารับ\nเต้าส่วน\nเต้าเสียบ\nเต้าหู้ยี้\nแต่ละ\nแตกคอ\nแตกคอก\nแตกฉาน\nแตกดับ\nแตกตื่น\nแตกพาน\nแตกแยก\nแตกร้าว\nแตกหัก\nแต่งงาน\nแต่งตั้ง\nแต้มคู\nแต้มต่อ\nแตรงอน\nแตรเดี่ยว\nแตรฝรั่ง\nแตรฟันฟาร์\nแตรวง\nโต้ตอบ\nโต้เถียง\nโต้แย้ง\nโต๊ะหมู่\nโต๊ะอิหม่าม\nใต้ถุน\nไต้ก๋ง\nไต่คู้\nไต่เต้า\nไต่ถาม\nไต้ฝุ่น\nไตรจักร\nไตรจีวร\nไตรตรึงษ์\nไตรทวาร\nไตรปิฎก\nไตรเพท\nไตรภพ\nไตรภูมิ\nไตรภาคี\nไตรยางศ์\nไตรรงค์\nไตรรัตน์\nไตรลักษณ์\nไตรโลก\nไตรสรณคมน์\nไตรสิกขา\nไต่สวน\nถกเถียง\nถดถอย\nถนัดถนี่\nถนิมสร้อย\nถมถืด\nถมเถ\nถมไป\nถลากไถล\nถ้วนถี่\nถ้วยฟู\nถ่องแท้\nถอดถอน\nถ้อยคำ\nถ้อยแถลง\nถากถาง\nถ่านไฟฉาย\nถ่านหิน\nถามไถ่\nถ่ายทอด\nถ่ายทุกข์\nถ่ายเท\nถาวรวัตถุ\nถ้ำมอง\nถี่ถ้วน\nถึงใจ\nถูกใจ\nถูกชะตา\nเถรวาท\nเถ้าแก่\nเถ้าแก่เนี้ย\nแถมพก\nแถลงการณ์\nไถ่ถอน\nไถ่ถาม\nทดแทน\nทดรอง\nทดลอง\nทดสอบ\nทนทาน\nทนายความ\nทบทวน\nทแยงมุม\nทรงกลด\nทรงเครื่อง\nทรงเจ้า\nทรัพย์สิน\nทรามชม\nทรามเชย\nทรามวัย\nทรามสงวน\nทรามสวาท\nทรุดโทรม\nทฤษฎีบท\nท้วงติง\nท่วมท้น\nทวาทศ\nทวาทศมาส\nทวาบรยุค\nทวารบาล\nทวิบถ\nทวิบท\nทวิบาท\nทวิภาค\nทวิภาคี\nทวีคูณ\nทศกัณฐ์\nทศชาติ\nทศทิศ\nทศนิยม\nทศพร\nทศพล\nทศพิธราชธรรม\nทศมาส\nทศวรรษ\nท่อไอเสีย\nท้อถอย\nท้อแท้\nทองขาว\nทองคำ\nทองคำขาว\nทองคำเปลว\nทองเค\nทองแดง\nทองบรอนซ์\nทองม้วน\nทองย้อย\nทองสัมฤทธิ์\nทองหยอด\nทองหยิบ\nทองเหลือง\nทองเอก\nท่องเที่ยว\nท้องตรา\nท้องถิ่น\nท้องที่\nท้องน้อย\nท้องร่อง\nท้องเรื่อง\nทอดมัน\nทอดทิ้ง\nทอดน่อง\nทอดยอด\nทอดหุ่ย\nทอยกอง\nทะเบียนบ้าน\nทะเลทราย\nทะเลสาบ\nทะเลหลวง\nทักขิณาวัฏ\nทักท้วง\nทักทาย\nทักษิณาวรรต\nทักษิณาทาน\nทักษิณานุประทาน\nทั้งกลม\nทั้งคน\nทั้งดุ้น\nทั้งที\nทั้งนั้น\nทั้งนี้\nทั้งปวง\nทั้งผอง\nทั้งเพ\nทั้งมวล\nทั้งสิ้น\nทั้งหมด\nทั้งหลาย\nทัณฑ์บน\nทัดทาน\nทัดเทียม\nทันควัน\nทันใจ\nทันใด\nทันตา\nทันสมัย\nทันที\nทับถม\nทับทรวง\nทับศัพท์\nทั่วถึง\nทั่วไป\nท่าทาง\nท่าที\nท้าทาย\nทางการ\nทางข้าม\nทางด่วน\nทางเท้า\nทางโท\nทางใน\nทางผ่าน\nทางม้าลาย\nทางหลวง\nทางออก\nทางเอก\nทานกัณฑ์\nทานตะวัน\nท่านชาย\nทานบารมี\nท่านผู้หญิง\nท่านหญิง\nทาบทาม\nท้ายทอย\nทารุณกรรม\nทำคลอด\nทำใจ\nทำซ้ำ\nทำท่า\nทำที\nทำแท้ง\nทำโทษ\nทำบาป\nทำบุญ\nทำพิษ\nทำฟัน\nทำร้าย\nทำวัตร\nทำสาว\nทำเสน่ห์\nทำหมัน\nทำให้\nทิ้งขว้าง\nทิ้งทวน\nทิ้งท้าย\nทินกร\nทิพจักขุ\nทิพโสต\nทิพยจักษุ\nทิพยญาณ\nทิพยเนตร\nทิพยรส\nทิพากร\nทิ่มตำ\nทิ่มแทง\nทิวากร\nทิวากาล\nทิศทาง\nทีเด็ด\nทีท่า\nทีนี้\nทีหลัง\nทีฆนิกาย\nทีฆสระ\nที่ดิน\nที่นอน\nที่นั่ง\nที่ปรึกษา\nที่พึ่ง\nที่มั่น\nที่ราบ\nที่ว่าการ\nที่สุด\nที่หมาย\nที่ไหน\nทุกที\nทุกเมื่อ\nทุกข์สุข\nทุนทรัพย์\nทุนนิยม\nทุนรอน\nทุนสำรอง\nทุ่มเถียง\nทุ่มเท\nทูนหัว\nทูลกระหม่อม\nเทกระจาด\nเทครัว\nเทพเจ้า\nเทพดา\nเทพธิดา\nเทพนม\nเทพนิยม\nเทพนิยาย\nเทพบุตร\nเทพสังหรณ์\nเทศกาล\nเทศนาโวหาร\nเทศบัญญัติ\nเทศบาล\nเทศมนตรี\nเทห์ฟากฟ้า\nเท่ากับ\nเท่าใด\nเท่าตัว\nเท่าทัน\nเท่าทุน\nเท่าเทียม\nเท่านั้น\nเท่าไร\nเท้าช้าง\nเทิดทูน\nเที่ยงตรง\nเที่ยงแท้\nเที่ยงธรรม\nเทียนชนวน\nเทียนพรรษา\nเทียบเคียง\nเทียบเท่า\nเทือกเขา\nเทือกเถา\nแท็งก์น้ำ\nแท่นพิมพ์\nแท่นมณฑล\nแท่นหมึก\nแทรกซอน\nแทรกซ้อน\nแทรกซึม\nแทรกแซง\nแทะโลม\nไทยดำ\nไทยทาน\nไทยธรรม\nไทยน้อย\nไทยใหญ่\nธงชัย\nธงชาติ\nธงทิว\nธรณีวิทยา\nธรณีสงฆ์\nธรรมกาย\nธรรมการ\nธรรมเกษตร\nธรรมขันธ์\nธรรมคุณ\nธรรมจรรยา\nธรรมจริยา\nธรรมจักร\nธรรมจักษุ\nธรรมจาคะ\nธรรมจารี\nธรรมชาติ\nธรรมดา\nธรรมเนียม\nธรรมราชา\nธรรมศาสตร์\nธรรมสภา\nธรรมสังเวช\nธัญพืช\nธารพระกร\nธีรภาพ\nธีรราช\nนกเขา\nนกต่อ\nนกยูง\nนกรู้\nนกหวีด\nนครบาล\nนครรัฐ\nนงคราญ\nนงนุช\nนงพะงา\nนงเยาว์\nนงราม\nนงลักษณ์\nนบนอบ\nนพเก้า\nนพคุณ\nนพเคราะห์\nนพปฎล\nนพพล\nนพรัตน์\nนพศก\nนพศูล\nนมข้น\nนมผง\nนมไม้\nนมนาน\nนมหนู\nนมแมว\nนรีเวช\nนรีเวชวิทยา\nนวดฟั้น\nนวยนาด\nนวลระหง\nนวลลออ\nนวลละออง\nนวลจันทร์\nนอกครู\nนอกคอก\nนอกจาก\nนอกใจ\nนอกชาน\nนอกรีต\nนอกเหนือ\nนองเนือง\nนองเลือด\nนอนก้น\nนอนใจ\nนอบนบ\nนอนเล่น\nนอบน้อม\nน้อมนำ\nน้อยใจ\nน้อยหน้า\nนักการ\nนักการเมือง\nนักกีฬา\nนักข่าว\nนักท่องเที่ยว\nนักเทศน์\nนักโทษ\nนักธรรม\nนักบวช\nนักบิน\nนักบุญ\nนักปราชญ์\nนักพรต\nนักรบ\nนักเรียน\nนักเลง\nนักวิชาการ\nนักศึกษา\nนักสิทธิ์\nนักสืบ\nนักหนา\nนั่งเทียน\nนั่งร้าน\nนัดแนะ\nนัดหมาย\nนั่นแหละ\nนั่นเอง\nนับถือ\nนับประสา\nนัยน์ตา\nนาดำ\nนาปรัง\nนาปี\nนาสวน\nนาหว่าน\nนาคบาศ\nนาคปรก\nนาคราช\nนางกวัก\nนางกำนัล\nนางงาม\nนางใน\nนางบำเรอ\nนางแบบ\nนางพญา\nนางฟ้า\nนางไม้\nนางโลม\nนางสาว\nนางห้าม\nนางเอก\nนาฏกรรม\nนาฏดนตรี\nนาฏศิลป์\nนานนม\nน่านน้ำ\nน่านฟ้า\nนามกร\nนามธรรม\nนามไธย\nนามบัตร\nนามปากกา\nนามแฝง\nนามสกุล\nนามสงเคราะห์\nนามสมญา\nนายทะเบียน\nนายท่า\nนายท้าย\nนายทุน\nนายประกัน\nนายหน้า\nนายอำเภอ\nนารายณ์หัตถ์\nนารีผล\nนาวิกโยธิน\nนำจับ\nนำพา\nนำทาง\nนำร่อง\nนำสืบ\nนำแสดง\nน้ำกรด\nน้ำกาม\nน้ำเกลือ\nน้ำข้าว\nน้ำแข็ง\nน้ำแข็งไส\nน้ำแข็งแห้ง\nน้ำครำ\nน้ำคร่ำ\nน้ำค้าง\nน้ำค้างแข็ง\nน้ำคาวปลา\nน้ำคำ\nน้ำเค็ม\nน้ำเคย\nน้ำเงิน\nน้ำเงี้ยว\nน้ำจัณฑ์\nน้ำจิ้ม\nน้ำใจ\nน้ำเชื้อ\nน้ำเชื่อม\nน้ำซาวข้าว\nน้ำดอกไม้\nน้ำดี\nน้ำตก\nน้ำตา\nน้ำตาล\nน้ำท่า\nน้ำนม\nน้ำนวล\nน้ำบาดาล\nน้ำประสานทอง\nน้ำประปา\nน้ำปลา\nน้ำป่า\nน้ำผึ้ง\nน้ำพริก\nน้ำพริกเผา\nน้ำพี้\nน้ำพุ\nน้ำมนต์\nน้ำมนตร์\nน้ำมัน\nน้ำมือ\nน้ำมูก\nน้ำเมา\nน้ำย่อย\nน้ำยา\nน้ำรัก\nน้ำแร่\nน้ำลาย\nน้ำเลี้ยง\nน้ำสต๊อก\nน้ำส้ม\nน้ำส้มสายชู\nน้ำสังข์\nน้ำสาบาน\nน้ำเสียง\nน้ำหนวก\nน้ำหนอง\nน้ำหนัก\nน้ำหน้า\nน้ำหนึ่ง\nน้ำหมึก\nน้ำหอม\nน้ำเหลือง\nน้ำอบ\nน้ำอ้อย\nน้ำอัดลม\nนิ่งเฉย\nนิจศีล\nนิดเดียว\nนิดหน่อย\nนิติกร\nนิติกรรม\nนิติธรรม\nนิตินัย\nนิติบัญญัติ\nนิติบุคคล\nนิติภาวะ\nนิติวิทยาศาสตร์\nนิติเวช\nนิติเวชศาสตร์\nนิติศาสตร์\nนิเทศศาสตร์\nนิ่มนวล\nนิรุกติศาสตร์\nนิเวศวิทยา\nนิศากร\nนิศากาล\nนิศาชล\nนิศารัตน์\nนี่แน่ะ\nนี่แหละ\nนี่เอง\nนึกคิด\nนุงถุง\nนุ่งห่ม\nนุ่มนวล\nนุ่มนิ่ม\nเนตรนารี\nเนติบัณฑิต\nเนยเทียม\nเนยใส\nเนิ่นนาน\nเนิบนาบ\nเนื้อความ\nเนื้อคู่\nเนื้อเค็ม\nเนื้องอก\nเนื้อตัว\nเนื้อตาย\nเนื้อที่\nเนื้อแท้\nเนื้อเปื่อย\nเนื้อผ้า\nเนื้อเพลง\nเนื้อไม้\nเนื้อเยื่อ\nเนื้อร้อง\nเนื้อร้าย\nเนื้อเรื่อง\nเนื้อหา\nเนืองนอง\nเนืองนิตย์\nเนืองแน่น\nแน่ใจ\nแน่ชัด\nแน่แท้\nแน่นอน\nแน่นิ่ง\nแน่แน่ว\nแน่นแฟ้น\nแน่นหนา\nแนบเนียน\nแนบแน่น\nแนวคิด\nแนวทาง\nแนวโน้ม\nแนวป่า\nแนวรบ\nแนวร่วม\nแนวหน้า\nแนวหลัง\nแน่วแน่\nแนะนำ\nแนะแนว\nโน้มน้าว\nในหลวง\nบกพร่อง\nบงกช\nบงการ\nบดบัง\nบทกลอน\nบทกวี\nบทความ\nบทคัดย่อ\nบทเฉพาะกาล\nบทนำ\nบทบัญญัติ\nบทบาท\nบทประพันธ์\nบทเพลง\nบทร้อง\nบทเรียน\nบทลงโทษ\nบทสนทนา\nบทอัศจรรย์\nบทจร\nบทบงสุ์\nบทมาลย์\nบทรัช\nบทเรศ\nบทวลัญช์\nบนบาน\nบรมครู\nบรมธาตุ\nบรมบพิตร\nบรมวงศานุวงศ์\nบรมอัฐิ\nบรรณพิภพ\nบรรณศาลา\nบรรณาการ\nบรรณาธิการ\nบรรณานุกรม\nบรรณารักษ์\nบรรณารักษศาสตร์\nบรรดามี\nบรรดาศักดิ์\nบรรทัดฐาน\nบรรพบุรุษ\nบรรลัยกัลป์\nบรรลัยจักร\nบริคณห์สนธิ\nบวงสรวง\nบ่วงบาศ\nบ้วนพระโอษฐ์\nบ่อเกิด\nบอกกล่าว\nบอกบท\nบอกบุญ\nบอกใบ้\nบอกปัด\nบ้องกัญชา\nบ้องตื้น\nบ้องไฟ\nบ้องหู\nบอดสี\nบ่อนทำลาย\nบอบช้ำ\nบอบบาง\nบอบแบบ\nบังโกลน\nบังโคลน\nบังใบ\nบั้งไฟ\nบังคับการ\nบังคับบัญชา\nบัญชาการ\nบัณฑุกัมพล\nบัดดล\nบัดเดี๋ยว\nบัดนั้น\nบัดนี้\nบัดสีบัดเถลิง\nบัตรเครดิต\nบัตรพลี\nบัตรสนเท่ห์\nบัตรสินเชื่อ\nบั่นทอน\nบั้นท้าย\nบั้นปลาย\nบั้นพระองค์\nบั้นเอว\nบันไดลิง\nบันไดเลื่อน\nบันเทิงคดี\nบัวลอย\nบัวบก\nบ้าจี้\nบ้าดีเดือด\nบ้าน้ำลาย\nบ้าบิ่น\nบ้าระห่ำ\nบ้าเลือด\nบ้าหอบฟาง\nบากบั่น\nบากหน้า\nบางตา\nบางเบา\nบางที\nบาดเจ็บ\nบาดแผล\nบาดหมาง\nบาตรใหญ่\nบาทบงกช\nบาทบงสุ์\nบาทบริจาริกา\nบาทวิถี\nบานเกล็ด\nบานตะเกียง\nบานตะไท\nบานเบอะ\nบานปลาย\nบานแผละ\nบานพับ\nบ้านจัดสรร\nบ้านช่อง\nบ้านนอก\nบ้านพัก\nบ้านเมือง\nบ้านรับรอง\nบ้านเรือน\nบาปกรรม\nบายศรี\nบ่ายเบี่ยง\nบ่ายหน้า\nบ่าวไพร่\nบิดเบี้ยว\nบิดเบือน\nบิดพลิ้ว\nบี้แบน\nบีบคั้น\nบีบรัด\nบึ้งตึง\nบึ้งบูด\nบุกบั่น\nบุกเบิก\nบุกรุก\nบุคลิกภาพ\nบุคลิกลักษณะ\nบุญธรรม\nบุญนิธิ\nบุญฤทธิ์\nบุบสลาย\nบุ้ยใบ้\nบุรุษเพศ\nบุหงารำไป\nบู้บี้\nบูชายัญ\nบูดบึ้ง\nบูดเบี้ยว\nเบาความ\nเบาใจ\nเบาบาง\nเบาปัญญา\nเบามือ\nเบาแรง\nเบาสมอง\nเบาหวาน\nเบาโหวง\nเบ้าตา\nเบาะแส\nเบิกความ\nเบิกบาน\nเบี้ยล่าง\nเบี้ยเลี้ยง\nเบี้ยหวัด\nเบี่ยงบ่าย\nเบียดบัง\nเบียดเบียน\nเบียดเสียด\nเบื้องต้น\nเบื้องบน\nเบื้องหน้า\nเบื้องหลัง\nแบกะดิน\nแบเบาะ\nแบ่งเบา\nแบ่งปัน\nแบ่งแยก\nแบบฉบับ\nแบบแปลน\nแบบแผน\nแบบฝึกหัด\nแบบพิมพ์\nแบบสอบถาม\nแบบอย่าง\nแบะแฉะ\nแบะท่า\nโบแดง\nโบราณคดี\nโบราณวัตถุ\nโบราณสถาน\nใบขับขี่\nใบจอง\nใบตอง\nใบแทรก\nใบบอก\nใบบุญ\nใบเบิกทาง\nใบปลิว\nใบพัด\nใบโพ\nใบไม้\nใบระกา\nใบรับรอง\nใบลา\nใบเลี้ยง\nใบสั่ง\nใบสำคัญ\nใบสุทธิ\nใบเสร็จ\nใบหน้า\nใบอนุญาต\nใบระกา\nปกครอง\nปกคลุม\nปกป้อง\nปกปิด\nปฏิบัติการ\nปฏิบัติบูชา\nปฐพีวิทยา\nปฐมฌาน\nปฐมทัศน์\nปฐมเทศนา\nปฐมนิเทศ\nปฐมพยาบาล\nปฐมยาม\nปฐมฤกษ์\nปฐมวัย\nปฐมสมโพธิ\nปนเป\nป่นปี้\nปมเขื่อง\nปมเด่น\nปมด้อย\nปรนเปรอ\nปรบไก่\nปรบมือ\nปรสิตวิทยา\nประโปรย\nประพรม\nประกันชีวิต\nประกันภัย\nประจักษ์พยาน\nประจัญบาน\nประจันหน้า\nประจำการ\nประจำเดือน\nประจำเมือง\nประจำยาม\nประชดประชัน\nประชากร\nประชากรศาสตร์\nประชาคม\nประชาชน\nประชาราษฎร์\nประชาชาติ\nประชาชี\nประชาทัณฑ์\nประชาบาล\nประชาพิจารณ์\nประชาภิบาล\nประชามติ\nประชาสงเคราะห์\nประชาสัมพันธ์\nประดับประดา\nประดามี\nประดาน้ำ\nประเดี๋ยวเดียว\nประเดี๋ยวนี้\nประทับใจ\nประทุษร้าย\nประเทศราช\nประพาสต้น\nประเพณีนิยม\nประลัยกัลป์\nประวัติการณ์\nประวัติศาสตร์\nประสบการณ์\nประสบการณ์นิยม\nประสาทการ\nประสูติการ\nประสูติกาล\nประเส\nปรับทุกข์\nปรับโทษ\nปรับปรุง\nปรากฏการณ์\nปราดเปรียว\nปราดเปรื่อง\nปราบปราม\nปริญญาบัตร\nปรัยัติธรรม\nปรุโปร่ง\nปลงใจ\nปลงตก\nปลดทุกข์\nปลดปลง\nปลดปล่อย\nปลดเปลื้อง\nปลดระวาง\nปลดแอก\nปล้นสะดม\nปลอกกระสุน\nปลอกคอ\nปลอดโปร่ง\nปลอดภัย\nปลอมปน\nปลอมแปลง\nปลอบโยน\nปล่อยใจ\nปล่อยตัว\nปล่อยปละ\nปลั๊กไฟ\nปลากริม\nปลาเค็ม\nปลาจ่อม\nปลาเจ่า\nปลาแดก\nปลาตู้\nปลาทอง\nปลาร้า\nปลาส้ม\nปลาดาว\nปลาบิน\nปลาฝา\nปลาวาฬ\nปลาหมึก\nปลาบปลื้ม\nปลายข้าว\nปลายแถว\nปลายทาง\nปลิ้นปลอก\nปลิ้นปล้อน\nปลีกตัว\nปลีกย่อย\nปลุกใจ\nปลุกปล้ำ\nปลุกปั่น\nปลุกระดม\nปลุกเสก\nปลูกฝัง\nปลูกสร้าง\nปวดถ่วง\nปวดมวน\nปวดร้าว\nป่วนปั่น\nป่วยการ\nปอกลอก\nป้องกัน\nปักใจ\nปักดำ\nปักหลัก\nปัจเจกบุคคล\nปัจเจกพุทธะ\nปัจเจกโพธิ\nปัจฉิมชน\nปัจฉิมทิศ\nปัจฉิมภาค\nปัจฉิมยาม\nปัจฉิมลิขิต\nปัจฉิมวัย\nปัจฉิมวาจา\nปัญญาชน\nปัญญาวิมุติ\nปัญญาอ่อน\nปัดเป่า\nปันส่วน\nปั่นป่วน\nปั่นแปะ\nปั่นหัว\nปั้นจิ้ม\nปั้นเจ๋อ\nปั้นปึ่ง\nปั้นสิบ\nปั๊มน้ำมัน\nป่าช้า\nป่าชายเลน\nป่าดง\nป่าดงดิบ\nป่าดิบ\nป่าเถื่อน\nป่าเบญจพรรณ\nป่าละเมาะ\nปากกา\nปากขอ\nปากแข็ง\nปากคอ\nปากคำ\nปากคีบ\nปากจัด\nปากน้ำ\nปากเปล่า\nปากเสียง\nปานกลาง\nป่านนี้\nป้านลม\nป้ายสี\nป่าวร้อง\nปิดฉาก\nปิดบัง\nปิตุฆาต\nปิตุภูมิ\nปีมะโว้\nปีแสง\nปี่กลาง\nปี่ไฉน\nปี่ชวา\nปี่นอก\nปี่ใน\nปี่พาทย์\nปี่อ้อ\nปีกกา\nปีนเกลียว\nปีนป่าย\nปึกแผ่น\nปึงปัง\nปืนกล\nปืนครก\nปืนพก\nปืนยา\nปืนยาว\nปืนลม\nปืนเล็ก\nปืนเล็กยาว\nปืนสั้น\nปืนใหญ่\nปุบปับ\nปุ๊บปั๊บ\nปุ่มเปือก\nปุยฝ้าย\nปุ๋ยคอก\nปุ๋ยเคมี\nปุ๋ยวิทยาศาสตร์\nปุ๋ยหมัก\nปุ๋ยอินทรีย์\nปูจ๋า\nปูเสฉวน\nปู่เจ้า\nปู่ทวด\nปูนขาว\nปูนซีเมนต์\nปูนดิบ\nปูนแดง\nปูนปลาสเตอร์\nปูนปั้น\nเป็ดเทศ\nเป็ดน้ำ\nเป็นกลาง\nเป็นใจ\nเป็นต้น\nเป็นต่อ\nเป็นรอง\nเป็นไร\nเป็นลม\nเป็นห่วง\nเป็นอยู่\nเปรมปรีดิ์\nเปรอะเปื้อน\nเปรียบเทียบ\nเปรียบเปรย\nเปรี้ยวปาก\nเปรี้ยวหวาน\nเปรื่องปราด\nเปลญวน\nเปล่งปลั่ง\nเปล่าดาย\nเปล่าเปลี่ยว\nเปลี่ยนใจ\nเปลี่ยนตัว\nเปลี่ยนแปลง\nเปลี่ยนมือ\nเปลี่ยนหน้า\nเป๋อเหลอ\nเปะปะ\nเป่ากบ\nเป้านิ่ง\nเป้าหมาย\nเปิดฉาก\nเปิดเปิง\nเปิดโปง\nเปิดผนึก\nเปิดเผย\nเปียกปูน\nแป้งสาลี\nแป้งนวล\nแป้งเปียก\nแป้งมัน\nแป้งฝุ่น\nแป้งร่ำ\nแป้งสิงคโปร์\nแป้งหมี่\nแปดปน\nแปดเปื้อน\nแปรปรวน\nแปรผัน\nแปรพักตร์\nแปรรูป\nแปรอักษร\nแปลกปลอม\nแปะโป้ง\nโป้ปด\nโปร่งแสง\nโปร่งใส\nโปรดปราน\nโปรยทาน\nโปรยปราย\nโปโลน้ำ\nผกผัน\nผกากรอง\nผงขาว\nผงชูรส\nผงซักฟอก\nผงฟู\nผดุงครรภ์\nผมไฟ\nผลพลอยได้\nผลลัพธ์\nผลัดเปลี่ยน\nผลิตผล\nผลิตภัณฑ์\nผลุบโผล่\nผสมเทียม\nผสมผสาน\nผสมผเส\nผสมพันธุ์\nผสมโรง\nผสมเสร็จ\nผ่องแผ้ว\nผ่องใส\nผ่อนคลาย\nผ่อนชำระ\nผ่อนปรน\nผ่อนผัน\nผ่อนส่ง\nผอมโซ\nผอมแห้ง\nผักชี\nผักตบชวา\nผักบุ้ง\nผังเมือง\nผัดผ่อน\nผันแปร\nผันผวน\nผ่าตัด\nผ่าเผย\nผ่าหมาก\nผ่าเหล่า\nผ้าขนหนู\nผ้าขาวม้า\nผ้าขี้ริ้ว\nผ้าเช็ดตัว\nผ้าเช็ดปาก\nผ้าเช็ดมือ\nผ้าเช็ดหน้า\nผ้าดิบ\nผ้าต่วน\nผ้าไตร\nผ้าถุง\nผ้าแถบ\nผ้านวม\nผ้านุ่ง\nผ้าใบ\nผ้าป่า\nผ้าป่าน\nผ้าผ่อน\nผ้าพันคอ\nผ้าพันแผล\nผ้าแพร\nผ้าโพกหัว\nผ้ามัดหมี่\nผ้ายาง\nผ้าลูกไม้\nผ้าเหลือง\nผ้าอนามัย\nผ้าอ้อม\nผาดโผน\nผาติกรรม\nผิดหวัง\nผิวเผิน\nผิวพรรณ\nผิวหนัง\nผีกระสือ\nผีกระหัง\nผีกองกอย\nผีโขมด\nผีดิบ\nผีตองเหลือง\nผีถ้วยแก้ว\nผีแถน\nผีทะเล\nผีบุญ\nผีปอบ\nผีพุ่งไต้\nผีฟ้า\nผีเรือน\nผีสาง\nผีเสื้อ\nผีห่า\nผึ่งผาย\nผุดผ่อง\nผุดผาด\nผู้คน\nผู้คุม\nผู้จัดการ\nผู้ชาย\nผู้เชี่ยวชาญ\nผู้ดี\nผู้โดยสาร\nผู้ต้องขัง\nผู้ต้องหา\nผู้แทน\nผู้น้อย\nผู้บริโภค\nผู้บังคับบัญชา\nผู้ปกครอง\nผู้ประกอบการ\nผู้ป่วย\nผู้พิพากษา\nผู้เยาว์\nผู้ร้าย\nผู้วิเศษ\nผู้สื่อข่าว\nผู้เสียหาย\nผู้หญิง\nผู้ใหญ่\nผู้ใหญ่บ้าน\nผูกขวัญ\nผูกขาด\nผูกพัน\nผูกมัด\nเผชิญหน้า\nเผด็จการ\nเผด็จศึก\nเผยแผ่\nเผยแพร่\nเผละผละ\nเผ่าพันธุ์\nเผื่อแผ่\nแผงลอย\nแผนการ\nแผนงาน\nแผนที่\nแผนผัง\nแผนภาพ\nแผนภูมิ\nแผ่นดิน\nแผ่นเสียง\nแผ้วพาน\nโผงผาง\nฝนทอง\nฝอยทอง\nฝักแค\nฝักบัว\nฝักฝ่าย\nฝักใฝ่\nฝังใจ\nฝังหัว\nฝาชี\nฝาแฝด\nฝาละมี\nฝ่าพระบาท\nฝ่าฝืน\nฝ่าฟัน\nฝ้าฟาง\nฝากตัว\nฝากฝัง\nฝีดาษ\nฝีมะม่วง\nฝีจักร\nฝีเท้า\nฝีปาก\nฝีพาย\nฝีมือ\nฝีเย็บ\nฝึกงาน\nฝึกปรือ\nฝึกฝน\nฝึกสอน\nฝึกหัด\nฝืดเคือง\nใฝ่ฝัน\nพงพี\nพงศ์พันธุ์\nพญาโศก\nพญาไฟ\nพบปะ\nพบพาน\nพรสวรรค์\nพรมคด\nพรมแดน\nพรมมิ\nพรรคพวก\nพรรณราย\nพรวดพราด\nพรหมชาติ\nพรหมลิขิต\nพรหมโลก\nพรหมวิหาร\nพร้อมใจ\nพร้อมพรั่ง\nพร้อมเพรียง\nพร้อมมูล\nพร้อมสรรพ\nพร้อมหน้า\nพระครู\nพระคุณ\nพระเคราะห์\nพระเครื่อง\nพระเจ้า\nพระเจ้าอยู่หัว\nพระชายา\nพระทัย\nพระนาง\nพระนางเจ้า\nพระเป็นเจ้า\nพระผู้เป็นเจ้า\nพระพิมพ์\nพระพุทธเจ้า\nพระพุทธองค์\nพระภูมิ\nพระยา\nพระรอง\nพระสนม\nพระสนมเอก\nพระองค์\nพระองค์เจ้า\nพระเอก\nพรั่งพร้อม\nพรั่งพรู\nพรั่นพรึง\nพร่างพราว\nพรายน้ำ\nพรายแพรว\nพราวแพรว\nพร่ำพลอด\nพร่ำเพรื่อ\nพร่ำเพ้อ\nพริกไทย\nพริ้งพราย\nพริ้งเพรา\nพริ้งเพริศ\nพริบตา\nพริ้มพราย\nพริ้มเพรา\nพรุ่งนี้\nพฤติกรรม\nพฤติการณ์\nพฤตินัย\nพลการ\nพลขับ\nพลความ\nพลเมือง\nพลรบ\nพลร่ม\nพลเรือน\nพลโลก\nพลศึกษา\nพลบค่ำ\nพลอดรัก\nพลังงาน\nพลังเงียบ\nพลังจิต\nพลั้งปาก\nพลั้งเผลอ\nพลั้งพลาด\nพลัดถิ่น\nพลัดพราก\nพลาดท่า\nพลาดพลั้ง\nพลิกแพลง\nพลีกรรม\nพลุ่งพล่าน\nพวกพ้อง\nพวงมาลัย\nพวงมาลา\nพวงหรีด\nพวงคราม\nพวงชมพู\nพวงแสด\nพ่วงพี\nพวยน้ำ\nพวยพุ่ง\nพสกนิกร\nพหุคูณ\nพหุภาคี\nพหูพจน์\nพหูสูต\nพอควร\nพอใจ\nพอใช้\nพอใช้ได้\nพอดี\nพอตัว\nพอทำเนา\nพอประมาณ\nพอเพียง\nพอแรง\nพอสมควร\nพอเหมาะ\nพ่อขุน\nพ่อครัว\nพ่อตา\nพ่อบ้าน\nพ่อพันธุ์\nพ่อม่าย\nพ่อเมือง\nพ่อเลี้ยง\nพ่อสื่อ\nพอกพูน\nพ้องพาน\nพักผ่อน\nพักพิง\nพักฟื้น\nพักร้อน\nพักแรม\nพัดยศ\nพัดลม\nพันพัว\nพับฐาน\nพับเพียบ\nพัวพัน\nพาซื่อ\nพาดพิง\nพิณพาทย์\nพิธีกร\nพิธีกรรม\nพิธีการ\nพิธีรีตอง\nพิธีสาร\nพินัยกรรม\nพิมพ์เขียว\nพิมพ์ใจ\nพิมพ์ดีด\nพิษสง\nพี่น้อง\nพี่เบิ้ม\nพี่เลี้ยง\nพึงใจ\nพึงพอใจ\nพึ่งพา\nพึ่งพิง\nพืชพันธุ์\nพืชมงคล\nพื้นฐาน\nพื้นที่\nพื้นบ้าน\nพื้นเพ\nพื้นเมือง\nพื้นเสีย\nพุพอง\nพุทธกาล\nพุทธคุณ\nพุทธจักร\nพุทธเจดีย์\nพุทธฎีกา\nพุทธปฏิมา\nพุทธปฏิมากร\nพุทธมามกะ\nพุทธศักราช\nพุทธศาสนิกชน\nพุทธองค์\nพุทธชาด\nพุทธรักษา\nพุ่มพวง\nพุ่มไม้\nพู่กัน\nพูดจา\nเพ่งเล็ง\nเพดานบิน\nเพดานปาก\nเพริศพราย\nเพริศพริ้ง\nเพริศแพร้ว\nเพรียกพร้อง\nเพรียวลม\nเพลงเชิด\nเพลงยาว\nเพลิงกัลป์\nเพลินใจ\nเพลินตา\nเพลี่ยงพล้ำ\nเพ้อฝัน\nเพาะกาย\nเพาะชำ\nเพาะปลูก\nเพิกถอน\nเพิกเฉย\nเพิ่มเติม\nเพิ่มพูน\nเพียงตา\nเพียงพอ\nเพียบแประ\nเพียบพร้อม\nเพื่อนเกลอ\nเพื่อนตาย\nเพื่อนบ้าน\nเพื่อนฝูง\nเพื่อนยาก\nแพ้ท้อง\nแพร่หลาย\nแพร่งพราย\nแพรวพราว\nโพธิญาณ\nโพธิบัลลังก์\nโพธิสมภาร\nโพธิสัตว์\nโพ้นทะเล\nโพยภัย\nไพ่ตาย\nไพ่ป๊อก\nไพรวัน\nไพรสณฑ์\nไพรสัณฑ์\nไพร่พล\nไพร่ฟ้า\nไพร่สม\nไพร่ส่วย\nไพร่หลวง\nฟกช้ำ\nฟองเต้าหู้\nฟองน้ำ\nฟองมัน\nฟ้องกลับ\nฟ้องร้อง\nฟอนเฟะ\nฟักทอง\nฟัดเฟียด\nฟันดาบ\nฟันฝ่า\nฟันแท้\nฟันน้ำนม\nฟันปลา\nฟันฟาง\nฟันเฟือง\nฟันม้า\nฟันเลื่อย\nฟันหนู\nฟั่นเฝือ\nฟั่นเฟือน\nฟื้นตัว\nฟื้นฝอย\nฟื้นฟู\nฟุ้งซ่าน\nฟุ้งเฟ้อ\nฟุ้งเฟื่อง\nฟุตบอล\nฟูฟ่อง\nฟูเฟื่อง\nฟูมฟัก\nฟูมฟาย\nเฟะฟะ\nเฟื่องฟ้า\nเฟื่องฟุ้ง\nเฟื่องฟู\nไฟฉาย\nไฟแช็ก\nไฟธาตุ\nไฟฟ้า\nภัตกิจ\nภาคทัณฑ์\nภาคพื้น\nภาคเรียน\nภาคภูมิ\nภาพถ่าย\nภาพนิ่ง\nภาพประกอบ\nภาพพจน์\nภาพยนตร์\nภาพลวงตา\nภาพลักษณ์\nภายนอก\nภายใน\nภายหน้า\nภายหลัง\nภารกิจ\nภารธุระ\nภารโรง\nภารตวิทยา\nภาษาศาสตร์\nภาสกร\nภิญโญภาพ\nภินชาติ\nภูธร\nภูธเรศ\nภูบาล\nภูเบศ\nภูเบศวร์\nภูเขา\nภูเขาไฟ\nภูผา\nภูตคาม\nภูตบดี\nภูตรูป\nภูเตศวร\nภูมินทร์\nภูมิบาล\nภูมิประเทศ\nภูมิภาค\nภูมิรัฐศาสตร์\nภูมิลำเนา\nภูมิศาสตร์\nภูมิอากาศ\nภูมิธรรม\nภูมิปัญญา\nภูมิรู้\nภูมิใจ\nภูมิฐาน\nภูมิคุ้มกัน\nภูมิแพ้\nภูษาโยง\nเภทภัย\nเภสัชกร\nเภสัชกรรม\nเภสัชวิทยา\nเภสัชศาสตร์\nโภคทรัพย์\nโภคภัณฑ์\nโภชนากร\nโภชนาการ\nมกุฎราชกุมาร\nมงคลแฝด\nมงคลสูตร\nมงคลหัตถี\nมณเฑียรบาล\nมดดำ\nมดแดง\nมดเท็จ\nมดยอบ\nมดลูก\nมธุปายาส\nมธุรส\nมนเทียรบาล\nมนุษย์กบ\nมโนกรรม\nมโนคติ\nมโนทุจริต\nมโนธรรม\nมโนภาพ\nมโนมัย\nมโนรถ\nมโนรมย์\nมโนสุจริต\nมรรคนายก\nมรรคผล\nมฤคชาติ\nมฤคทายวัน\nมฤคราช\nมลทิน\nมลพิษ\nมลสาร\nมวกเหล็ก\nม้วนหน้า\nมวยไทย\nมวยปล้ำ\nมวยล้ม\nมวยวัด\nมวยสากล\nมวยหมู่\nมวลสาร\nมอคราม\nมอซอ\nมอหมึก\nมองเมียง\nมอบตัว\nมอบหมาย\nมอมเมา\nมะขามเทศ\nมะขามป้อม\nมะขามเปียก\nมะเขือเทศ\nมะเขือพวง\nมะพร้าวแก้ว\nมักคุ้น\nมักจี่\nมักง่าย\nมักน้อย\nมักมาก\nมักใหญ่\nมั่งคั่ง\nมั่งมี\nมัจจุราช\nมัชฌิมนิกาย\nมัชฌิมประเทศ\nมัชฌิมยาม\nมัชฌิมวัย\nมัดจำ\nมัดหมี่\nมัธยมกาล\nมัธยมศึกษา\nมันแกว\nมันเทศ\nมันฝรั่ง\nมันเปลว\nมันสมอง\nมั่นคง\nมั่นใจ\nมั่นหมาย\nมั่นเหมาะ\nมัวเมา\nมัวหมอง\nมั่วสุม\nม้าเทศ\nม้าน้ำ\nม้ามืด\nม้าเร็ว\nม้าล่อ\nม้าลาย\nมากมาย\nมาตรการ\nมาตรฐาน\nมาตราส่วน\nมาตุคาม\nมาตุฆาต\nมาตุภูมิ\nม่านตา\nม่านบังตา\nมายากร\nมายากล\nมายาการ\nมายาวี\nมารผจญ\nมารวิชัย\nมารสังคม\nมารหัวขน\nมาลาการ\nมิ่งขวัญ\nมิ่งมิตร\nมิจฉาจาร\nมิจฉาชีพ\nมิดชิด\nมิดเมี้ยน\nมิดหมี\nมิตรจิต\nมิตรภาพ\nมิตรสหาย\nมิน่า\nมีหน้า\nมีดโกน\nมีดดาบ\nมีดโต้\nมีดพก\nมีดพับ\nมีดสั้น\nมึนงง\nมึนชา\nมึนตึง\nมึนเมา\nมืดครึ้ม\nมืดมน\nมืดมัว\nมือจับ\nมือดี\nมือเติบ\nมือปืน\nมือเปล่า\nมือมืด\nมือสอง\nมือเสือ\nมือหนึ่ง\nมือใหม่\nมุกตลก\nมุขปาฐะ\nมุขมนตรี\nมุ่งมั่น\nมุ่งมาด\nมุ่งหน้า\nมุ่งหมาย\nมุ่งหวัง\nมุ้งลวด\nมุ้งสายบัว\nมุมก้ม\nมุมกลับ\nมุมเงย\nมุมฉาก\nมุมตรง\nมุมป้าน\nมุมมืด\nมุมแย้ง\nมุมสะท้อน\nมุมหักเห\nมุมแหลม\nมุสาวาท\nมูกเลือด\nมูกมัน\nมูกหลวง\nมูนดิน\nมูลฐาน\nมูลนาย\nมูลนิธิ\nมูลเหตุ\nมูลค่า\nมูลฝอย\nเม็ดเงิน\nเม็ดเลือด\nเม็ดโลหิต\nเม่นทะเล\nเมรุมาศ\nเมรุราช\nเมล์อากาศ\nเมาดิบ\nเมามัน\nเมามัว\nเมามาย\nเมินเฉย\nเมียน้อย\nเมียหลวง\nเมียงมอง\nเมี่ยงลาว\nเมี่ยงส้ม\nเมื่อกี้\nเมื่อตะกี้\nเมื่อใด\nเมื่อไร\nเมื่อไหร่\nเมื่อนั้น\nเมืองขึ้น\nเมืองท่า\nเมืองนอก\nเมืองหลวง\nเมื่อยขบ\nเมื่อยล้า\nแม่กอง\nแม่กุญแจ\nแม่คุณ\nแม่งาน\nแม่เจ้า\nแม่ชี\nแม่ทัพ\nแม่นม\nแม่น้ำ\nแม่บท\nแม่บ้าน\nแม่เบี้ย\nแม่พระ\nแม่พิมพ์\nแม่เพลง\nแม่มด\nแม่ม่าย\nแม่ไม้\nแม่ยก\nแม่ยาย\nแม่ร้าง\nแม่เรือน\nแม่แรง\nแม่เล้า\nแม่เลี้ยง\nแม่สี\nแม่สื่อ\nแม่เหล็ก\nแมงมุม\nแม่นยำ\nแมลงช้าง\nแมลงวัน\nแมลงปอ\nแมลงภู่\nแมลงเม่า\nแมวเซา\nแมวน้ำ\nแมวป่า\nแมวมอง\nไม้กลัด\nไม้กวาด\nไม้กางเขน\nไม้เกาหลัง\nไม้ขีดไฟ\nไม้จิ้มฟัน\nไม้เด็ด\nไม้ตาย\nไม้ตีพริก\nไม้ที\nไม้เท้า\nไม้บรรทัด\nไม้เมตร\nไม้ระแนง\nไม้เรียว\nไม้หมอน\nไม้อัด\nไม้จัตวา\nไม้ตรี\nไม้ไต่คู้\nไม้โท\nไม้ผัด\nไม้มลาย\nไม้ม้วน\nไม้ยมก\nไม้หน้า\nไม้หันอากาศ\nไม้เอก\nยกกลีบ\nยกครู\nยกเครื่อง\nยกเค้า\nยกทรง\nยกฟ้อง\nยกเมฆ\nยกยอ\nยกย่อง\nยกเลิก\nยกเว้น\nย่นย่อ\nยมทูต\nยมบาล\nยมราช\nยมโลก\nยวดยิ่ง\nยวดยาน\nยวนยี\nยวบยาบ\nย่อท้อ\nย่อส่วน\nย่อหน้า\nย่อหย่อน\nยอกย้อน\nยองใย\nย่องเบา\nย่องแย่ง\nยอดเยี่ยม\nยอดอก\nย้อนยอก\nย้อนรอย\nย้อนศร\nย้อนแสง\nย้อนหลัง\nยอบแยบ\nยอมความ\nย่อมเยา\nย่อยยับ\nยักยอก\nยักย้าย\nยักเยื้อง\nยัญกรรม\nยัญพิธี\nยัดเยียด\nยับเยิน\nยับยั้ง\nยั่วยวน\nยั่วยุ\nยั่วเย้า\nยากวาด\nยากันยุง\nยาเขียว\nยาใจ\nยาฉุน\nยาชา\nยาซัด\nยาดอง\nยาแดง\nยาถ่าย\nยาธาตุ\nยานัตถุ์\nยาเบื่อ\nยาโป๊\nยาแฝด\nยาพิษ\nยาระบาย\nยาสลบ\nยาสั่ง\nยาสีฟัน\nยาสูบ\nยาเส้น\nยาเสพติด\nยาหม่อง\nยาเหลือง\nย่าทวด\nย่านาง\nยากแค้น\nยากจน\nยากเย็น\nยากไร้\nยางนอก\nยางใน\nยางมะตอย\nยางมะตูม\nยางลบ\nยางสน\nยางอาย\nย่างกราย\nย่างเยื้อง\nย่างสด\nย่างสามขุม\nย่างเหยียบ\nยานเกราะ\nยานพาหนะ\nยานอวกาศ\nยานคาง\nยายทวด\nยาวเฟื้อย\nยาวยืด\nยาวเหยียด\nยำทวาย\nยำใหญ่\nยำเกรง\nยำเยง\nย่ำต๊อก\nย่ำยี\nย่ำแย่\nยิงเป้า\nยิ่งนัก\nยิ่งยวด\nยิ่งใหญ่\nยินดี\nยินยอม\nยินร้าย\nยิ้มกริ่ม\nยิ้มแฉ่ง\nยิ้มแต้\nยิ้มแป้น\nยิ้มเผล่\nยิ้มเยาะ\nยิ้มแย้ม\nยียวน\nยึดครอง\nยึดถือ\nยึดมั่น\nยึดเหนี่ยว\nยืดยาด\nยืดยาว\nยืดเยื้อ\nยืดหยุ่น\nยืดอก\nยืนกราน\nยืนต้น\nยืนพื้น\nยืนยง\nยืนยัน\nยืนหยัด\nยื้อยุด\nยุยง\nยุแยง\nยุแหย่\nยุคลบาท\nยุคเข็ญ\nยุคทอง\nยุคมืด\nยุ่งขิง\nยุ่งยาก\nยุ่งเหยิง\nยุติธรรม\nยุทธการ\nยุทธนาวี\nยุทธปัจจัย\nยุทธภัณฑ์\nยุทธภูมิ\nยุทธวิธี\nยุทธศาสตร์\nยุทธหัตถี\nยุทธนาการ\nยุทธนาธิการ\nยุบยับ\nยุบยิบ\nยุพราช\nยู่ยี่\nเย็นเจี๊ยบ\nเย็นใจ\nเย็นฉ่ำ\nเย็นเฉียบ\nเย็นชา\nเย็นชืด\nเย็นตา\nเย็นเยียบ\nเย็นเยือก\nเย็นวาบ\nเย็นวูบ\nเย็บกี่\nเย็บจักร\nเย็บด้าย\nเย้ยหยัน\nเย้าหยอก\nเยาะเย้ย\nเยี่ยมกราย\nเยี่ยมเยียน\nเยี่ยมเยือน\nเยี่ยมยอด\nเยื่อเคย\nเยื่อใย\nเยือกเย็น\nเยื้องกราย\nเยื้องยัก\nเยื้องย่าง\nแยกย้าย\nแยกแยะ\nแย่งชิง\nแยบคาย\nแยบยล\nแย้มพราย\nแย้มยิ้ม\nแย้มสรวล\nโยเย\nโย้เย้\nโยกโคลง\nโยกย้าย\nโยกโย้\nโยนกลอง\nใยหิน\nรกชัฏ\nรกร้าง\nรกเรี้ยว\nรกเรื้อ\nรกราก\nรงควัตถุ\nรชนีกร\nรถกระบะ\nรถเก๋ง\nรถเข็น\nรถแข่ง\nรถจักร\nรถจี๊ป\nรถตู้\nรถทัวร์\nรถบรรทุก\nรถพ่วง\nรถพยาบาล\nรถไฟ\nรถไฟฟ้า\nรถม้า\nรถเมล์\nรถยนต์\nรถราง\nรถลาก\nรถสปอร์ต\nรถสิบล้อ\nรบกวน\nรบรา\nรบเร้า\nรมดำ\nร่มเกล้า\nร่มชูชีพ\nร่มเย็น\nร่มรื่น\nร่วงโรย\nรวงผึ้ง\nรวงรัง\nรวดเร็ว\nรวนเร\nรวบยอด\nรวบรวม\nรวบรัด\nรวมพล\nรวมหัว\nร่วมใจ\nร่วมเพศ\nร่วมมือ\nร่วมรัก\nร่วมสมัย\nรวยริน\nรวยรื่น\nรสชาติ\nรสนิยม\nรองท้อง\nรองเท้า\nรองพื้น\nร่องน้ำ\nร่องรอย\nร้องขอ\nร้องทุกข์\nร้องเรียน\nร้องห่ม\nร้องไห้\nรองช้ำ\nรองทรง\nรอดชีวิต\nรอดตัว\nรอดตาย\nรอนแรม\nร่อนเร่\nร้อนใจ\nร้อนตัว\nร้อนรน\nร้อนรุ่ม\nร้อนวิชา\nร้อนอาสน์\nรอบจัด\nรอบเดือน\nรอบรู้\nรอยร้าว\nร่อยหรอ\nร้อยละ\nร้อยกรอง\nร้อยแก้ว\nร้อยหวาย\nระนาดทุ้ม\nระนาดเอก\nระเบิดขวด\nระเบิดมือ\nระเบียบการ\nรักใคร่\nรักษาการ\nรักษาการณ์\nรังไข่\nรังแตน\nรังนก\nรังผึ้ง\nรังเพลิง\nรังมด\nรังสรรค์\nรังสฤษฏ์\nรั้งรอ\nรังสีแพทย์\nรังสีวิทยา\nรัชกาล\nรัชทายาท\nรัชนีกร\nรัฐธรรมนูญ\nรัฐบาล\nรัฐบุรุษ\nรัฐประศาสน์\nรัฐประหาร\nรัฐพิธี\nรัฐมนตรี\nรัฐวิสาหกิจ\nรัฐศาสตร์\nรัฐสภา\nรัดกุม\nรัดเกล้า\nรัดตัว\nรัดประคด\nรัดรึง\nรัดรูป\nรัตติกาล\nรับขวัญ\nรับจ้าง\nรับช่วง\nรับใช้\nรับซื้อ\nรับทราบ\nรับประกัน\nรับประทาน\nรับปาก\nรับผิด\nรับผิดชอบ\nรับฟ้อง\nรับฟัง\nรับมือ\nรับรอง\nรับรู้\nรับสมัคร\nรับสั่ง\nรับหน้า\nรับเหมา\nรั่วไหล\nรามือ\nร่าเริง\nรากแก้ว\nรากขวัญ\nรากฐาน\nรากฟัน\nรากศัพท์\nรากเหง้า\nร่างกาย\nร่างแห\nร้างรา\nราชกรณียกิจ\nราชการ\nราชกิจ\nราชครู\nราชฐาน\nราชทัณฑ์\nราชทินนาม\nราชทูต\nราชธานี\nราชนาวี\nราชบัณฑิต\nราชบัลลังก์\nราชบาตร\nราชบุตร\nราชปะแตน\nราชภัฏ\nราชมัล\nราชยาน\nราชรถ\nราชลัญจกร\nราชเลขาธิการ\nราชเลขานุการ\nราชวงศ์\nราชวัติ\nราชสกุล\nราชสมบัติ\nราชสาส์น\nราชหัตถเลขา\nราชองครักษ์\nราชโองการ\nราชาคณะ\nราชาศัพท์\nราชินีนาถ\nร้านชำ\nร้านรวง\nราบคาบ\nราบรื่น\nราบเรียบ\nรายการ\nรายงาน\nรายจ่าย\nรายได้\nรายทาง\nรายรับ\nรายล้อม\nรายละเอียด\nรายวิชา\nร่ายยาว\nร่ายรำ\nร้ายกาจ\nร้ายแรง\nราวนม\nราวป่า\nร้าวฉาน\nร้าวราน\nรำพัด\nรำแพน\nรำวง\nร่ำไป\nร่ำร้อง\nร่ำเรียน\nร่ำไร\nร่ำลา\nร่ำไห้\nริเริ่ม\nริอ่าน\nริมฝีปาก\nริ้วรอย\nรีบร้อน\nรีบรุด\nรีบเร่ง\nรื่นรมย์\nรื่นเริง\nรื้อถอน\nรื้อฟื้น\nรุกฆาต\nรุกราน\nรุกล้ำ\nรุกไล่\nรุ่งขึ้น\nรุ่งแจ้ง\nรุ่งเช้า\nรุ่งเรือง\nรุ่งโรจน์\nรุ่งสว่าง\nรุ่งสาง\nรุ่งอรุณ\nรุจิเรข\nรุดหน้า\nรุนแรง\nรุมเร้า\nรุมล้อม\nรุ่มรวย\nรุ่มร้อน\nรุ่ยร่าย\nรู้แกว\nรู้ความ\nรู้คุณ\nรู้งาน\nรู้จัก\nรู้แจ้ง\nรู้ใจ\nรู้เชิง\nรู้ตัว\nรู้ทัน\nรู้เท่า\nรู้เรื่อง\nรู้สำนึก\nรู้สึก\nรู้เห็น\nรูปการณ์\nรูปโฉม\nรูปฌาน\nรูปถ่าย\nรูปทรง\nรูปธรรม\nรูปแบบ\nรูปพรรณ\nรูปพรหม\nรูปภพ\nรูปภาพ\nรูปร่าง\nรูปสมบัติ\nเร่ร่อน\nเร่งด่วน\nเร่งมือ\nเร่งรัด\nเร่งรีบ\nเร่งเร้า\nเร้นลับ\nเร่อร่า\nเร่าร้อน\nเราะราย\nเราะร้าย\nเริงใจ\nเริงรมย์\nเริดร้าง\nเริ่มต้น\nเริ่มแรก\nเรี่ยราด\nเรี่ยไร\nเรียกคืน\nเรียกตัว\nเรียกร้อง\nเรียกหา\nเรียบร้อย\nเรียงความ\nเรียงตัว\nเรียงเบอร์\nเรียงพิมพ์\nเรียงเม็ด\nเรียงราย\nเรียนรู้\nเรียบร้อย\nเรียบเรียง\nเรียบวุธ\nเรี่ยมเร้\nเรี่ยวแรง\nเรือกลไฟ\nเรือกอและ\nเรือกำปั่น\nเรือจ้าง\nเรือดำน้ำ\nเรือโดยสาร\nเรือตรวจการณ์\nเรือตังเก\nเรือธง\nเรือนำร่อง\nเรือบด\nเรือบิน\nเรือใบ\nเรือประมง\nเรือพ่วง\nเรือพิฆาต\nเรือยนต์\nเรือยาว\nเรือโยง\nเรือรบ\nเรือลากจูง\nเรือสำปั้น\nเรือสำเภา\nเรือหลวง\nเรือหางยาว\nเรืออีโปง\nเรือเอี้ยมจุ๊น\nเรื้อรัง\nเรือกสวน\nเรืองนาม\nเรืองรอง\nเรืองแสง\nเรื่องราว\nเรื่องสั้น\nเรือนแก้ว\nเรือนจำ\nเรือนเบี้ย\nเรือนแพ\nเรือนหอ\nเรื่อยเจื้อย\nเรื่อยเฉื่อย\nเรื่อยเปื่อย\nแรเงา\nแรกนา\nแรกนาขวัญ\nแรงงาน\nแรงดึงดูด\nแรงเทียน\nแรงม้า\nแรงเหวี่ยง\nแรมรอน\nแรมรา\nแรมโรย\nโรคจิต\nโรงครัว\nโรงงาน\nโรงเจ\nโรงเตี๊ยม\nโรงทาน\nโรงนา\nโรงพยาบาล\nโรงพัก\nโรงพิมพ์\nโรงเรียน\nโรงเรือน\nโรงแรม\nโรงเลี้ยง\nโรงเลื่อย\nโรงสี\nโรงสีข้าว\nโรงอาหาร\nโรมรัน\nโรยรา\nฤชากร\nฤดูกาล\nลงขัน\nลงแขก\nลงคอ\nลงตัว\nลงท้าย\nลงทุน\nลงโทษ\nลงพุง\nลงมือ\nลงรัก\nลงรอย\nลงแรง\nลงโรง\nลงเอย\nลดตัว\nลดละ\nลดเลี้ยว\nลดหย่อน\nลดหลั่น\nลนลาน\nล้นพ้น\nล้นหลาม\nล้นเหลือ\nลบล้าง\nลบเลือน\nลบหลู่\nลมกรด\nลมค้า\nลมงวง\nลมแดด\nลมทะเล\nลมบก\nลมบน\nลมบ้าหมู\nลมปราณ\nลมปาก\nลมพิษ\nลมว่าว\nลมเสีย\nลมหนาว\nลมหายใจ\nล่มจม\nล่มสลาย\nล้มละลาย\nล้มลุก\nล้มเลิก\nล่วงเกิน\nล่วงรู้\nล่วงละเมิด\nล่วงลับ\nล่วงล้ำ\nล่วงเลย\nล่วงหน้า\nลวดลาย\nลวดสปริง\nลวดหนาม\nล้วนแล้ว\nลหุโทษ\nล่อลวง\nล่อหลอก\nล่อแหลม\nล้อต๊อก\nล้อเลื่อน\nล้อเล่น\nล้อเลียน\nล้อหลอก\nลองเชิง\nลองดี\nลองภูมิ\nล่องหน\nลอดช่อง\nล่อนจ้อน\nลอบกัด\nล้อมวง\nลอยแก้ว\nลอยชาย\nลอยตัว\nลอยนวล\nลอยแพ\nลอยลำ\nละทิ้ง\nละเลย\nละเว้น\nละครนอก\nละครใน\nละครเพลง\nละครร้อง\nละครรำ\nละครลิง\nละครสัตว์\nละเอียดอ่อน\nลักไก่\nลักพา\nลักเพศ\nลักยิ้ม\nลักลอบ\nลักลั่น\nลักหลับ\nลัดเลาะ\nลับตา\nลับแล\nลับหลัง\nลาออก\nล่าช้า\nล่าทัพ\nล้าสมัย\nล้าหลัง\nลากข้าง\nล้างบาง\nล้างผลาญ\nลาดเขา\nลาดตระเวน\nลาดเท\nลาดยาง\nลานบิน\nลาภปาก\nลาภลอย\nลามปาม\nลามเลีย\nลายคราม\nลายเซ็น\nลายแทง\nลายน้ำ\nลายพร้อย\nลายมือ\nลายลักษณ์\nลายเส้น\nลำกล้อง\nลำแข้ง\nลำธาร\nลำแสง\nลำไส้\nลำตัด\nลำนำ\nล่ำสัน\nล้ำยุค\nล้ำสมัย\nล้ำลึก\nล้ำเลิศ\nล้ำเส้น\nล้ำหน้า\nลิงจุ่น\nลิงลม\nลิงโลด\nลิดรอน\nลิ้นไก่\nลิ้นชัก\nลิ้นปี่\nลิ้นควาย\nลิ้นงูเห่า\nลิ้นหมา\nลิบลับ\nลิบลิ่ว\nลิ่มเลือด\nลี้ภัย\nลี้ลับ\nลึกซึ้ง\nลึกลับ\nลึกล้ำ\nลืมตน\nลืมต้น\nลืมตัว\nลืมตา\nลืมเลือน\nลือชา\nลือชื่อ\nลือลั่น\nลุล่วง\nลุกลน\nลุกลาม\nลุกลี้ลุกลน\nลุกฮือ\nลุ่มน้ำ\nลุ่มลึก\nลุ่มหลง\nลุ่ทาง\nลูกกรง\nลูกกรอก\nลูกกรุง\nลูกกลอน\nลูกกลิ้ง\nลูกกวาด\nลูกกะจ๊อก\nลูกกุญแจ\nลูกเกด\nลูกแก้ว\nลูกขนไก่\nลูกข่าง\nลูกขุน\nลูกเขย\nลูกครึ่ง\nลูกคลื่น\nลูกความ\nลูกคอ\nลูกค้า\nลูกคิด\nลูกคู่\nลูกจ้าง\nลูกช้าง\nลูกชิด\nลูกชิ้น\nลูกชุบ\nลูกซอง\nลูกโซ่\nลูกดอก\nลูกดิ่ง\nลูกตะกั่ว\nลูกตุ้ม\nลูกเต้า\nลูกเต๋า\nลูกถ้วย\nลูกทุ่ง\nลูกเธอ\nลูกน้อง\nลูกน้ำ\nลูกนิมิต\nลูกบอล\nลูกบ้าน\nลูกบาศก์\nลูกบิด\nลูกเบี้ยว\nลูกประคบ\nลูกประคำ\nลูกปัด\nลูกปืน\nลูกโป่ง\nลูกผสม\nลูกผู้ชาย\nลูกผู้หญิง\nลูกพรรค\nลูกพี่\nลูกฟูก\nลูกไฟ\nลูกมือ\nลูกโม่\nลูกไม้\nลูกยาเธอ\nลูกรอก\nลูกรัง\nลูกเรือ\nลูกล้อ\nลูกลอย\nลูกเล่น\nลูกเลี้ยง\nลูกโลก\nลูกวัด\nลูกศร\nลูกศิษย์\nลูกสมุน\nลูกสะใภ้\nลูกสูบ\nลูกเสือ\nลูกหนัง\nลูกหนี้\nลูกหนู\nลูกหมาก\nลูกหลง\nลูกหลาน\nลูกหาบ\nลูกหิน\nลูกเห็บ\nลูกเหม็น\nลูกแหง่\nลูกอม\nลูกหม้อ\nลูบคม\nลูบคลำ\nลูบไล้\nเล็กน้อย\nเลขคณิต\nเลขผา\nเลขหมาย\nเล็ดลอด\nเล่นงาน\nเล่นแง่\nเล่นชู้\nเล่นตัว\nเล่นลิ้น\nเล่นหัว\nเลนส์นูน\nเลนส์เว้า\nเล็บครุฑ\nเลยเถิด\nเลศนัย\nเล่ห์กล\nเล่ห์เหลี่ยม\nเลอโฉม\nเลอมาน\nเลอเลิศ\nเลอสรวง\nเล่อล่า\nเลอะเลือน\nเล่าเรียน\nเล่าลือ\nเลาะลัด\nเลิกรา\nเลิกร้าง\nเลิกล้ม\nเลิศเลอ\nเลี้ยงชีพ\nเลี้ยงดู\nเลี้ยงต้อย\nเลียบเคียง\nเลี้ยวลด\nเลือกตั้ง\nเลือกเฟ้น\nเลือกสรร\nเลื่องลือ\nเลือดกำเดา\nเลือดเนื้อ\nเลือดฝาด\nเลือดเย็น\nเลือดร้อน\nเลือดหมู\nเลือดอุ่น\nเลือนราง\nเลื่อนเปื้อน\nเลื่อนลอย\nเลื่อมพราย\nเลื่อมใส\nเลื่อยฉลุ\nเลื่อยลันดา\nเลื่อยวงเดือน\nเลื้อยคลาน\nแลเหลียว\nแลกเปลี่ยน\nแล้วกัน\nและเล็ม\nโล่งใจ\nโล่งโถง\nโล่งอก\nโลดเต้น\nโลดโผน\nโลดลิ่ว\nโลดแล่น\nไล่ที่\nไล่เบี้ย\nไล่เลี่ย\nไล่เลียง\nไล่หลัง\nไล่ออก\nวกวน\nวงกบ\nวงกลม\nวงการ\nวงแขน\nวงเงิน\nวงจร\nวงนอก\nวงใน\nวงรี\nวงเล็บ\nวงเวียน\nวงแหวน\nวงศ์วาน\nวจีกรรม\nวจีเภท\nวจีภาค\nวนเวียน\nวอดวาย\nว็อบแว็บ\nวังวน\nวังหน้า\nวังหลวง\nวังหลัง\nวัดราษฎร์\nวัดวา\nวัดหลวง\nวัดผล\nวัดพื้น\nวัตถุนิยม\nวัตถุประสงค์\nวัตรปฏิบัติ\nวันโกน\nวันพระ\nวันเพ็ญ\nวัยรุ่น\nวัยวุฒิ\nว่ากล่าว\nว่าจ้าง\nว่าด้วย\nว่าที่\nวางก้าม\nวางใจ\nวางตัว\nวางตา\nวางโต\nวางท่า\nวางมวย\nวางมาด\nวางมือ\nวางวาย\nว่างเปล่า\nว่างเว้น\nวาดเขียน\nว่านเครือ\nวาบหวาม\nวายชนม์\nวายปราณ\nวายวาง\nวายวอด\nวายร้าย\nวายุภักษ์\nวาววับ\nวาววาม\nวาวแวว\nวาวแสง\nวิกฤตการณ์\nวิกฤติการณ์\nวิกฤตกาล\nวิกฤติกาล\nวิกลจริต\nวิงเวียน\nวิ่งเต้น\nวิ่งผลัด\nวิ่งรอก\nวิ่งราว\nวิจิตรศิลป์\nวิชาการ\nวิชาชีพ\nวิชาธร\nวิญญูชน\nวิดพื้น\nวิตกจริต\nวิถีทาง\nวิทยากร\nวิทยากล\nวิทยาการ\nวิทยาเขต\nวิทยาทาน\nวิทยาธร\nวิทยานิพนธ์\nวิทยาศาสตร์\nวิเทศสัมพันธ์\nวิธีการ\nวินัยธร\nวินัยปิฎก\nวินาศกรรม\nวินาศภัย\nวินาศสันตะโร\nวิภัชพยากรณ์\nวิภัชวาที\nวิไลวรรณ\nวิสัญญีแพทย์\nวิสัญญีภาพ\nวิสัญญีวิทยา\nวุฒิบัตร\nวุฒิสภา\nวุฒิสมาชิก\nวุ่นวาย\nวุ้นเส้น\nวูบวาบ\nเวจกุฎี\nเวจมรรค\nเวชกรรม\nเวชภัณฑ์\nเวชศาสตร์\nเวทมนตร์\nเวนคืน\nเวรกรรม\nเวฬุการ\nเวฬุวัน\nเว้าวอน\nเวิ้งว้าง\nเวียงวัง\nเวียนเทียน\nแว้งกัด\nแวดล้อม\nแวดวง\nแว่นขยาย\nแว่นแคว้น\nแว่นตา\nแวบวับ\nแววตา\nแวววาม\nแวววาว\nแวะเวียน\nโวยวาย\nไวไฟ\nไว้ใจ\nไว้ชื่อ\nไว้ตัว\nไว้ทุกข์\nไว้ลาย\nไว้หน้า\nไว้อาลัย\nศนิวาร\nศอกกลับ\nศอกกำ\nศอกกำมา\nศักดิ์ศรี\nศักดิ์สิทธิ์\nศารทวิษุวัติ\nศาลแขวง\nศาลจังหวัด\nศาลชั้นต้น\nศาลฎีกา\nศาลเตี้ย\nศาลทหาร\nศาลปกครอง\nศาลพระภูมิ\nศาลเพียงตา\nศาลแพ่ง\nศาลรัฐธรรมนูญ\nศาลแรงงาน\nศาลล้มละลาย\nศาลโลก\nศาลสูง\nศาลสูงสุด\nศาลอาญา\nศาลอุทธรณ์\nศาลากลาง\nศาลาดิน\nศาลาราย\nศาลาวัด\nศิลาฤกษ์\nศิลาแลง\nศิษย์เก่า\nศิษย์เอก\nศีลจุ่ม\nศีลธรรม\nศีลวัต\nศีลอด\nศูนย์กลาง\nศูนย์การค้า\nศูนย์ถ่วง\nศูนย์สูตร\nศูนย์หน้า\nเศร้าใจ\nเศร้าโศก\nเศร้าสร้อย\nเศร้าสลด\nเศร้าหมอง\nเศวตฉัตร\nเศษเกิน\nเศษซ้อน\nเศษวรรค\nเศษส่วน\nเศษเหล็ก\nโศกนาฏกรรม\nโศกศัลย์\nโศกเศร้า\nโศกสลด\nสกลโลก\nส่งเดช\nส่งท้าย\nส่งเสริม\nส่งเสีย\nส่งเสียง\nสงบเงียบ\nสงบเสงี่ยม\nสง่างาม\nสง่าราศี\nสดชื่น\nสดใส\nสตรีเพศ\nสติปัญญา\nสถลมารค\nสถานกงสุล\nสถานที่\nสถานทูต\nสถานการณ์\nสถานภาพ\nสถิติศาสตร์\nสนตะพาย\nสนใจ\nส้นตีน\nสนธิสัญญา\nสนนราคา\nสนับแข้ง\nสนับเพลา\nสนับมือ\nสนามบิน\nสนามเพลาะ\nสนิทสนม\nสนิมขุม\nสนิมสร้อย\nสนุกสนาน\nสบประมาท\nสบายใจ\nสภาพธรรม\nสมควร\nสมจริง\nสมใจ\nสมนัย\nสมน้ำหน้า\nสมประกอบ\nสมส่วน\nสมหวัง\nสมคบ\nสมทบ\nสมยอม\nสมรัก\nสมรู้\nสมสู่\nส้มฉุน\nส้มตำ\nส้มลิ้ม\nส้มกุ้ง\nส้มเช้า\nสมญานาม\nสมมติฐาน\nสมมุติฐาน\nสมมติเทพ\nสมรภูมิ\nสมัครใจ\nสมัยนิยม\nสมุทรศาสตร์\nสมุทรเสนา\nสยดสยอง\nสยองขวัญ\nสยามรัฐ\nสรรหา\nสรวมชีพ\nสรวลเส\nสร้อยเศร้า\nสร้างสรรค์\nสร้างเสริม\nสลดใจ\nสลบไสล\nสละสลวย\nสลาเหิน\nสลากภัต\nสวนครัว\nสวนป่า\nสวนสนุก\nสวนหย่อม\nส่วนกลาง\nส่วนเกิน\nส่วนตัว\nส่วนบุญ\nส่วนแบ่ง\nส่วนประกอบ\nส่วนพระองค์\nส่วนผสม\nส่วนรวม\nส่วนร่วม\nส่วนลด\nส่วนสัด\nสวมกอด\nสวมเขา\nสวมรอย\nสวยมภู\nสว่างไสว\nสวามิภักดิ์\nสวิงสวาย\nสสารนิยม\nส่อเสียด\nสอดคล้อง\nสอดแทรก\nสอดแนม\nสอบถาม\nสอบทาน\nสอบไล่\nสอบสวน\nส้อมเสียง\nสะสวย\nสะแกวัลย์\nสะแกแสง\nสะใจ\nสะเด็ดยาด\nสะเทือนใจ\nสะบัดช่อ\nสั่งสม\nสั่งสอน\nสั่งเสีย\nสังเกตการณ์\nสังคมนิยม\nสังคมวิทยา\nสังคมศาสตร์\nสังคมศึกษา\nสังคมสงเคราะห์\nสัญญาบัตร\nสัดส่วน\nสัตการ\nสัตบุรุษ\nสัตบริภัณฑ์\nสัตภัณฑ์\nสัตมหาสถาน\nสัตโลหะ\nสันเขา\nสันดอน\nสันหลัง\nสั่นเทา\nสั่นเทิ้ม\nสันติบาล\nสันติภาพ\nสันติวิธี\nสันติสุข\nสับเปลี่ยน\nสับสน\nสับหลีก\nสับหว่าง\nสัมมาคารวะ\nสัมมาชีพ\nส่าเหล้า\nสากกะเบือ\nสาทิสลักษณ์\nสาธุการ\nสาธุชน\nสาบเสือ\nสาปสรร\nสาปแช่ง\nสาปส่ง\nสามง่าม\nสามล้อ\nสามเหลี่ยม\nสามเวท\nสามัญชน\nสามัญสำนึก\nสายดิ่ง\nสายดิน\nสายตรวจ\nสายน้ำ\nสายบัว\nสายพาน\nสายฟ้า\nสายยาง\nสายยู\nสายใย\nสายรก\nสายรุ้ง\nสายล่อฟ้า\nสายลับ\nสายเลือด\nสายโลหิต\nสายวัด\nสายส่ง\nสายสวาท\nสายสะดือ\nสายสะพาย\nสายสัมพันธ์\nสายสิญจน์\nสายสืบ\nสายไหม\nสายอากาศ\nสายตา\nสายหยุด\nสารตรา\nสารประกอบ\nสารละลาย\nสารส้ม\nสารหนู\nสารทฤดู\nสาวใช้\nสาวน้อย\nสาวใหญ่\nสำนักงาน\nสำนักพิมพ์\nสำนักสงฆ์\nสำมะโนครัว\nสำเร็จรูป\nสิกขาบท\nสิงสถิต\nสิงสู่\nสิ่งก่อสร้าง\nสิ่งของ\nสิ่งปฏิกูล\nสิ่งพิมพ์\nสิ่งแวดล้อม\nสิ่งศักดิ์สิทธิ์\nสิทธิกร\nสิทธิ์ขาด\nสิทธิชัย\nสิทธิโชค\nสิทธิบัตร\nสินค้า\nสินจ้าง\nสินเชื่อ\nสินไถ่\nสินทรัพย์\nสินน้ำใจ\nสินบน\nสินแร่\nสินสมรส\nสินสอด\nสินไหม\nสิ้นเชิง\nสิ้นสุด\nสีผึ้ง\nสีลม\nสีชอล์ก\nสีถ่าน\nสีเทียน\nสีน้ำ\nสีน้ำมัน\nสีโปสเตอร์\nสีฝุ่น\nสี่เหลี่ยม\nสีหน้า\nสึกหรอ\nสืบทอด\nสืบค้น\nสืบสวน\nสืบสาว\nสืบเสาะ\nสื่อผสม\nสื่อมวลชน\nสื่อสาร\nสุกงอม\nสุกดิบ\nสุกปลั่ง\nสุกใส\nสุขนาฏกรรม\nสุขภัณฑ์\nสุขภาพ\nสุขลักษณะ\nสุขวิทยา\nสุขศาลา\nสุขศึกษา\nสุดท้าย\nสุตกวี\nสุนทรพจน์\nสุภาพชน\nสู่ขอ\nสู่รู้\nสู่สม\nสูงส่ง\nสูญเปล่า\nสูญสิ้น\nสูญเสีย\nสูญหาย\nเสสรวล\nเสแสร้ง\nเสกสรร\nเสถียรภาพ\nเส้นชัย\nเส้นตรง\nเส้นตาย\nเส้นทาง\nเส้นใย\nเส้นรุ้ง\nเส้นเลือด\nเส้นแวง\nเส้นสาย\nเส้นเสียง\nเส้นหมี่\nเส้นเอ็น\nเสบียงกรัง\nเสมอภาค\nเสมอหน้า\nเสมอเหมือน\nเสมียนตรา\nเสร็จสรรพ\nเสร็จสิ้น\nเสริมส่ง\nเสริมสร้าง\nเสริมสวย\nเสรีไทย\nเสรีธรรม\nเสรีนิยม\nเสรีภาพ\nเสาเข็ม\nเสาธง\nเสียใจ\nเสียเชิง\nเสียดาย\nเสียที\nเสียเที่ยว\nเสียเปรียบ\nเสียเปล่า\nเสียรู้\nเสียแรง\nเสียสละ\nเสียหลัก\nเสียหาย\nเสี่ยงทาย\nเสียดแทง\nเสียดแทรก\nเสียดสี\nเสี้ยนศึก\nเสี้ยนหนาม\nเสี้ยมสอน\nเสียวซ่าน\nเสียวไส้\nเสือดาว\nเสือดำ\nเสือปลา\nเสือป่า\nเสือไฟ\nเสื่อกก\nเสื่อกระจูด\nเสื่อน้ำมัน\nเสื่อลำแพน\nเสื้อกล้าม\nเสื้อกั๊ก\nเสื้อเกราะ\nเสื้อครุย\nเสื้อแสง\nเสื้อเมือง\nเสือกคลาน\nเสือกสน\nเสือกไส\nเสื่อมคลาย\nเสื่อมถอย\nเสื่อมทราม\nเสื่อมโทรม\nเสื่อมสลาย\nเสื่อมสูญ\nเสื่อมเสีย\nเสือหมอบ\nแสกหน้า\nแสดงออก\nแสเถา\nแสนกล\nแสนรู้\nแสร้งว่า\nใส่ความ\nใส่ไคล้\nใส่ใจ\nใส่ไฟ\nไส้กรอก\nไส้ไก่\nไส้ติ่ง\nไส้ศึก\nไส้อั่ว\nไส้เดือน\nไส้ตัน\nไสยเวท\nไสยศาสตร์\nหกล้ม\nหงส์หยก\nหงอนไก่\nหงอยก๋อย\nหงอยเหงา\nหงายท้อง\nหงายหลัง\nหงำเหงอะ\nหงำเหงือก\nหดหาย\nหดหู่\nหนทาง\nหนวกหู\nหน่วงเหนี่ยว\nหน่วยก้าน\nหน่อไม้\nหนองใน\nหนองแซง\nหนักข้อ\nหนักใจ\nหนักแน่น\nหนักหน่วง\nหนักหนา\nหนังกลับ\nหนังตะลุง\nหนังเรียด\nหนังสด\nหนังใหญ่\nหนังสือพิมพ์\nหนาแน่น\nหน้ากระดาน\nหน้ากาก\nหน้ากาฬ\nหน้าแข้ง\nหน้าจั่ว\nหน้าฉาน\nหน้าตัก\nหน้าตา\nหน้าต่าง\nหน้าท้อง\nหน้าทับ\nหน้าที่\nหน้าที่นั่ง\nหน้าบัน\nหน้าปัด\nหน้าผา\nหน้าผาก\nหน้าม้า\nหน้ามุข\nหน้าไม้\nหน้าเลือด\nหน้าอก\nหนามเตย\nหน่ายหนี\nหน่ายแหนง\nหนาวเหน็บ\nหนำใจ\nหนี้สิน\nหนี้ส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น\nกณิกนันต์\nกณิการ์\nกด\nกตเวทิตา\nกตเวที\nกตัญชลี\nกตัญญุตา\nกตัญญู\nกตาธิการ\nกตาภินิหาร\nกติกา\nกถา\nกถิกาจารย์\nกทลี\nกน\nก่น\nก้น\nกนก\nกนิษฐ์\nกนิษฐา\nกบ\nกบฏ\nกบดาน\nกบทู\nกบาล\nกบินทร์\nกบิล\nกบี่\nกบูร\nกเบนทร์\nกม\nก้ม\nกมณฑลาภิเษก\nกมณฑโลทก\nกมล\nกมลา\nกมลาศ\nกมลาสน์\nกมเลศ\nกมัณฑลุ\nกมุท\nกร\nกรกฎ\nกรกฎาคม\nกรกฏ\nกรง\nกรชกาย\nกรณฑ์\nกรณิการ์\nกรณี\nกรณีย์\nกรณียกิจ\nกรณียะ\nกรด\nกรน\nกรบ\nกรบูร\nกรพินธุ์\nกรม\nกรรกฎ\nกรรกศ\nกรรเกด\nกรรไกร\nกรรเจียก\nกรรชิง\nกรรเชียง\nกรรโชก\nกรรฐ์\nกรรฐา\nกรรณ\nกรรณา\nกรรณิกา\nกรรณิการ์\nกรรดิ\nกรรดิก\nกรรดึก\nกรรตุ\nกรรไตร\nกรรทบ\nกรรแทก\nกรรบิด\nกรรบูร\nกรรภิรมย์\nกรรม\nกรรม์\nกรรม์ภิรมย์\nกรรมชวาต\nกรรมัชวาต\nกรรมาชีพ\nกรรมาธิการ\nกรรมาร\nกรรษก\nกรรสะ\nกรรแสง\nกรวด\nกรวบ\nกรวม\nกร้วม\nกรวย\nกรวิก\nกรสาปน์\nกรสุทธิ์\nกรอ\nกร้อ\nกรอก\nกร็อกกร๋อย\nกรอกแกรก\nกรอง\nกรองกรอย\nกรอด\nกร่อน\nกรอบ\nกรอม\nกร่อย\nกระ\nกระกร\nกระกรุ่น\nกระกลับกลอก\nกระกี้\nกระเกรอก\nกระเกริก\nกระเกริ่น\nกระคน\nกระคาย\nกระงกกระเงิ่น\nกระง่องกระแง่ง\nกระง่อนกระแง่น\nกระเง้ากระงอด\nกระโงก\nกระจก\nกระจง\nกระจร\nกระจอก\nกระจองหง่อง\nกระจ๋องหง่อง\nกระจองอแง\nกระจ้อน\nกระจอนหู\nกระจ้อย\nกระจ๋อหวอ\nกระจะ\nกระจัก\nกระจัง\nกระจัด\nกระจับ\nกระจ่า\nกระจ่าง\nกระจาด\nกระจาน\nกระจาบ\nกระจาม\nกระจาย\nกระจาว\nกระจิก\nกระจิ๋ง\nกระจิด\nกระจิบ\nกระจิ๋ม\nกระจิริด\nกระจิ๋ว\nกระจี้\nกระจี๋\nกระจุก\nกระจุ๋งกระจิ๋ง\nกระจุบ\nกระจุ๊บ\nกระจุ๋มกระจิ๋ม\nกระจุย\nกระจู้\nกระจู๋กระจี๋\nกระจูด\nกระเจอะกระเจิง\nกระเจา\nกระเจ่า\nกระเจ้า\nกระเจาะ\nกระเจิง\nกระเจิดกระเจิง\nกระเจี้ยง\nกระเจี๊ยบ\nกระเจียว\nกระเจี๊ยว\nกระแจะ\nกระโจน\nกระโจม\nกระฉอก\nกระฉ่อน\nกระฉับกระเฉง\nกระฉิ่ง\nกระฉีก\nกระฉูด\nกระเฉก\nกระเฉด\nกระแฉก\nกระโฉกกระเฉก\nกระโฉม\nกระชดกระช้อย\nกระชอน\nกระชอมดอก\nกระช้อย\nกระชัง\nกระชั้น\nกระชับ\nกระชาก\nกระชาย\nกระชิง\nกระชิด\nกระชุ\nกระชุก\nกระชุ่มกระชวย\nกระเชอ\nกระเชา\nกระเช้า\nกระเชียง\nกระแชง\nกระแชะ\nกระโชก\nกระซ่องกระแซ่ง\nกระซับ\nกระซาบ\nกระซิก\nกระซิบ\nกระซี้\nกระซุง\nกระซุบกระซิบ\nกระซุ้ม\nกระซู่\nกระเซ็น\nกระเซอ\nกระเซอะกระเซอ\nกระเซอะกระเซิง\nกระเซ้า\nกระเซิง\nกระแซ\nกระแซะ\nกระโซกระเซ\nกระฎี\nกระฎุมพี\nกระดก\nกระด้ง\nกระดนโด่\nกระดวง\nกระดวน\nกระด้วมกระเดี้ยม\nกระดอ\nกระดอง\nกระดองหาย\nกระดอน\nกระดอม\nกระดักกระเดี้ย\nกระดังงัว\nกระดังงา\nกระดาก\nกระด้าง\nกระดางลาง\nกระดาด\nกระดาดขาว\nกระดาน\nกระดานพน\nกระดาษ\nกระดำกระด่าง\nกระดิก\nกระดิ่ง\nกระดิ้ง\nกระดิบ\nกระดี่\nกระดี้กระเดียม\nกระดึง\nกระดืบ\nกระดุ\nกระดุกกระดิก\nกระดุ้งกระดิ้ง\nกระดุบ\nกระดุบกระดิบ\nกระดุม\nกระดูก\nกระเดก\nกระเด้ง\nกระเด็น\nกระเด้า\nกระเดาะ\nกระเดิด\nกระเดี้ย\nกระเดียด\nกระเดือก\nกระเดื่อง\nกระแด็ก\nกระแด้ง\nกระแด้แร่\nกระแด่ว\nกระแดะ\nกระโดก\nกระโดง\nกระโดด\nกระโดน\nกระได\nกระตรับ\nกระตราก\nกระตรุด\nกระตรุม\nกระต้วมกระเตี้ยม\nกระต้อ\nกระต่องกระแต่ง\nกระต๊อบ\nกระต้อยตีวิด\nกระตัก\nกระตั้ว\nกระต่าย\nกระติก\nกระติ๊ด\nกระติบ\nกระตือรือร้น\nกระตุก\nกระตุ้งกระติ้ง\nกระตุ่น\nกระตุ้น\nกระตูบ\nกระเตง\nกระเต็น\nกระเตอะ\nกระเตาะ\nกระเตาะกระแตะ\nกระเตื้อง\nกระแต\nกระแตแต้แว้ด\nกระโตกกระตาก\nกระโตน\nกระถด\nกระถอบ\nกระถั่ว\nกระถาง\nกระถิก\nกระถิน\nกระเถิบ\nกระโถน\nกระทก\nกระทง\nกระทบ\nกระทรวง\nกระทอก\nกระท้อน\nกระท่อนกระแท่น\nกระท่อม\nกระท้อมกระแท้ม\nกระทะ\nกระทั่ง\nกระทั้น\nกระทา\nกระทาย\nกระทาสี\nกระทาหอง\nกระทำ\nกระทิกกระทวย\nกระทิง\nกระทึง\nกระทืบ\nกระทุ\nกระทุง\nกระทุ้ง\nกระทุ่ม\nกระทู้\nกระเท่\nกระเทียบ\nกระเทียม\nกระเทือน\nกระเทื้อม\nกระแทก\nกระแท่น\nกระแทะ\nกระไทชาย\nกระน่อง\nกระนั้น\nกระนี้\nกระแนะกระแหน\nกระโน้น\nกระไน\nกระบก\nกระบม\nกระบวน\nกระบวย\nกระบวร\nกระบอก\nกระบอง\nกระบะ\nกระบัด\nกระบั้วกระเบี้ย\nกระบ่า\nกระบ้า\nกระบาก\nกระบาย\nกระบาล\nกระบิ\nกระบิ้ง\nกระบิด\nกระบิล\nกระบี่\nกระบือ\nกระบุง\nกระบุ่มกระบ่าม\nกระบู้กระบี้\nกระบูน\nกระบูร\nกระเบง\nกระเบญ\nกระเบ็ดกระบวน\nกระเบน\nกระเบา\nกระเบิก\nกระเบียด\nกระเบียน\nกระเบื้อง\nกระแบก\nกระแบะ\nกระโบม\nกระปมกระปำ\nกระปมกระเปา\nกระปรอก\nกระปรอกว่าว\nกระปรี้กระเปร่า\nกระปอก\nกระป้อกระแป้\nกระป่อง\nกระป๋อง\nกระปอดกระแปด\nกระป๋อหลอ\nกระปั้วกระเปี้ย\nกระป่ำ\nกระปุก\nกระปุ๊กลุก\nกระปุ่ม\nกระปุ่มกระป่ำ\nกระปุ่มกระปิ่ม\nกระเป๋า\nกระเปาะ\nกระโปก\nกระโปรง\nกระผม\nกระผลีกระผลาม\nกระผาน\nกระผีก\nกระพรวน\nกระพริ้ม\nกระพอก\nกระพอง\nกระพ้อม\nกระพัก\nกระพัง\nกระพังเหิร\nกระพังโหม\nกระพัด\nกระพัตร\nกระพัน\nกระพั่น\nกระพา\nกระพาก\nกระพี้\nกระพือ\nกระพุ้ง\nกระพุ่ม\nกระเพาะ\nกระเพิง\nกระเพื่อม\nกระแพ้ง\nกระฟัดกระเฟียด\nกระฟูมกระฟาย\nกระมล\nกระมอบ\nกระมอมกระแมม\nกระมัง\nกระมัน\nกระมิดกระเมี้ยน\nกระมุท\nกระเมาะ\nกระย่อง\nกระย่องกระแย่ง\nกระย่อน\nกระย่อม\nกระยา\nกระยาง\nกระยาจก\nกระยาหงัน\nกระยิก\nกระยิ้มกระย่อง\nกระยึกกระยือ\nกระยืดกระยาด\nกระเย้อกระแหย่ง\nกระรอก\nกระเรียน\nกระโรกน้ำข้าว\nกระโรกใหญ่\nกระไร\nกระลด\nกระลบ\nกระลอก\nกระลอม\nกระละหล่ำ\nกระลัด\nกระลับ\nกระลัมพร\nกระลา\nกระลำ\nกระลำพัก\nกระลำพุก\nกระลิง\nกระลี\nกระลุมพาง\nกระลุมพุก\nกระลุมพู\nกระลูน\nกระลู่น์\nกระเล็น\nกระเลียด\nกระเลือก\nกระโลง\nกระวน\nกระวัด\nกระวาด\nกระวาน\nกระวาย\nกระวิน\nกระวี\nกระวีกระวาด\nกระวูดกระวาด\nกระเวน\nกระเวยกระวาย\nกระแวน\nกระโวยกระวาย\nกระษัย\nกระษาปณ์\nกระสง\nกระสบ\nกระสม\nกระสรวล\nกระสร้อย\nกระสวน\nกระสวย\nกระสอบ\nกระสะ\nกระสัง\nกระสัน\nกระสับกระส่าย\nกระสา\nกระสานติ์\nกระสาบ\nกระสาย\nกระสือ\nกระสุงกระสิง\nกระส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ทิง\nกากะเยีย\nกากี\nกาง\nก้าง\nกางเกง\nกางเขน\nก๊าซ\nกาซะลอง\nกาญจนา\nกาฐ\nกาด\nก๊าด\nกาน\nก่าน\nก้าน\nก๊าน\nกานดา\nกานต์\nกานน\nก้านพร้าว\nกานพลู\nกาน้า\nกาบ\nก้าบ\nกาบู\nกาพย์\nกาเฟอีน\nกาแฟ\nกาม\nก้าม\nกามารมณ์\nกามินี\nกาเมสุมิจฉาจาร\nกาย\nก่าย\nกาเยน\nการ\nการณ์\nการ์ด\nการ์ตูน\nการบูร\nการย์\nการวิก\nการเวก\nการะเกด\nการะบุหนิง\nการัณย์\nการันต์\nการางหัวขวาน\nการิตการก\nการิตวาจก\nการุญ\nการุณย์\nกาเรการ่อน\nกาล\nกาลกรรณี\nกาลกิณี\nกาลจักร\nกาลัญญุตา\nกาลัญญู\nกาลัด\nกาลานุกาล\nกาลิก\nกาลี\nกาแล\nกาแล็กซี\nกาแล็กโทส\nกาว\nก้าว\nกาววาว\nกาวาง\nกาแวน\nกาศิก\nกาษฐะ\nกาษา\nกาสร\nกาสะ\nกาสา\nกาสาร\nกาสาวะ\nกาสิโน\nกาหล\nกาหลง\nกาหลา\nกาเหว่า\nกาไหล่\nกาฬ\nกาฬาวก\nกาฮัง\nกำ\nก่ำ\nกำกวม\nกำกัด\nกำกับ\nก้ำกึ่ง\nกำกูน\nก้ำเกิน\nกำเกียง\nกำคูน\nกำจร\nกำจัด\nกำจาย\nกำชับ\nกำชำ\nกำซาบ\nกำซำ\nกำด้น\nกำดัด\nกำดาล\nกำเดา\nกำธร\nกำนล\nกำนัน\nกำนัล\nกำเนิด\nกำบัง\nก่ำบึ้ง\nกำเบ้อ\nกำปอ\nกำปั่น\nกำผลา\nกำพง\nกำพด\nกำพต\nกำพร้า\nกำพราก\nกำพวด\nกำพอง\nกำพืด\nกำพุด\nกำพู\nกำเพลิง\nกำแพง\nกำภู\nกำมลาศน์\nกำมเลศ\nกำมะถัน\nกำมะลอ\nกำมะหยี่\nกำมะหริด\nกำมังละการ\nกำมังวิลิต\nกำมัชพล\nกำยาน\nกำยำ\nกำรอ\nกำราบ\nกำราล\nกำเริบ\nกำไร\nกำลัง\nกำลุง\nกำเลา\nกำไล\nกำสรด\nกำสรวล\nกำหนด\nกำหนัด\nกำเหน็จ\nกำแหง\nกิก\nกิ๊ก\nกิ่ง\nกิ้งก่า\nกิ้งกือ\nกิ้งโครง\nกิจ\nกิจจะ\nกิจจา\nกิดาการ\nกิดาหยัน\nกิตติ\nกิตติมศักดิ์\nกิน\nกินนร\nกินปลี\nกินเปี้ยว\nกินริน\nกินรี\nกิ๊บ\nกิมตึ๋ง\nกิมิชาติ\nกิมิวิทยา\nกิโมโน\nกิโยตีน\nกิระ\nกิริณี\nกิรินท\nกิริเนศวร\nกิริยา\nกิเลน\nกิเลส\nกิโล\nกิโลมกะ\nกิ่ว\nกิ๋ว\nกี\nกี่\nกี้\nกี๊\nกี๋\nกีฏวิทยา\nกีด\nกีตาร์\nกีบ\nกีรติ\nกีฬา\nกึก\nกึง\nกึ่ง\nกึ๋น\nกุ\nกุก\nกุ๊ก\nกุกกุฏ\nกุกกุร\nกุกรรม\nกุ้ง\nกุงอน\nกุงาน\nกุโงก\nกุจี\nกุญแจ\nกุญชร\nกุฎ\nกุฎา\nกุฎี\nกุฎุมพี\nกุฏฐัง\nกุฏิ\nกุณฑ์\nกุณฑล\nกุณฑี\nกุณโฑ\nกุณาล\nกุณี\nกุด\nกุดัง\nกุดั่น\nกุดา\nกุทัณฑ์\nกุน\nกุ๊น\nกุนเชียง\nกุนที\nกุโนกามอ\nกุบ\nกุบกับ\nกุม\nกุ่ม\nกุมฝอย\nกุมภ์\nกุมภนิยา\nกุมภัณฑ์\nกุมภา\nกุมภิล\nกุมภีล์\nกุมเหง\nกุมาร\nกุมารา\nกุมารี\nกุมุท\nกุย\nกุ๊ย\nกุ๋ย\nกุยช่าย\nกุยเฮง\nกุรระ\nกุรุพินท์\nกุเรา\nกุล\nกุลา\nกุลาหล\nกุลี\nกุลีกุจอ\nกุเลา\nกุแล\nกุเวร\nกุศราช\nกุศล\nกุศโลบาย\nกุสุม\nกุสุมภ์\nกุสุมา\nกุสุมาลย์\nกุสุมิตลดาเวลลิตา\nกุหนี\nกุหนุง\nกุหร่า\nกุหล่า\nกุหลาบ\nกุแหละ\nกู\nกู่\nกู้\nกู๊ก\nกูฏ\nกูฏา\nกูณฑ์\nกูด\nกูบ\nกูปรี\nกูรมะ\nกูรมาวตาร\nเก\nเก้\nเก๊\nเก๋\nเกก\nเก๊ก\nเกกมะเหรก\nเก๊กฮวย\nเก้กัง\nเก็ง\nเก่ง\nเก้ง\nเก๋ง\nเกงกอย\nเก่งกาจ\nเกงเขง\nเก๋งเคง\nเก็จ\nเกจิอาจารย์\nเกชา\nเกณฑ์\nเกด\nเก็ด\nเกตุ\nเกน\nเก็บ\nเกม\nเกย\nเกยูร\nเกรง\nเกร็ง\nเกร็ด\nเกรน\nเกร่อ\nเกรอะ\nเกราะ\nเกริก\nเกริน\nเกริ่น\nเกรียก\nเกรียง\nเกรียด\nเกรียน\nเกรียบ\nเกรียม\nเกรียว\nเกรี้ยว\nเกเร\nเกล็ด\nเกลศ\nเกลอ\nเกลา\nเกล้า\nเกลาะ\nเกลี่ย\nเกลี้ย\nเกลียง\nเกลี้ยง\nเกลียด\nเกลียว\nเกลือ\nเกลื้อ\nเกลือก\nเกลื่อน\nเกลื้อน\nเกวัฏ\nเกวียน\nเกศ\nเกศว\nเกศวะ\nเกศา\nเกศินี\nเกศี\nเกษตร\nเกษม\nเกษียณ\nเกษียน\nเกษียร\nเกส\nเกสร\nเกสรี\nเกสา\nเกสี\nเก้อ\nเกอิชา\nเกะ\nเกะกะ\nเกา\nเก่า\nเก้า\nเก๋า\nเกาต์\nเกาทัณฑ์\nเกาบิล\nเกาลัด\nเกาลิน\nเกาไศย\nเกาหลี\nเกาเหลา\nเกาเหลียง\nเก้าอี้\nเกาะ\nเกิ้ง\nเกิด\nเกิน\nเกิบ\nเกีย\nเกียกกาย\nเกียง\nเกี่ยง\nเกี๋ยง\nเกียจ\nเกียด\nเกียน\nเกี้ยมไฉ่\nเกี้ยมอี๋\nเกียร์\nเกียรติ\nเกียรติ์\nเกี่ยว\nเกี้ยว\nเกี๊ยว\nเกี๊ยะ\nเกื้อ\nเกือก\nเกื้อกูล\nเกือบ\nแก\nแก่\nแก้\nแกง\nแก่ง\nแก้ง\nแก๊ง\nแกงได\nแกงแนง\nแกโดลิเนียม\nแกน\nแก่น\nแก๊ป\nแกม\nแก้ม\nแกมมา\nแกรก\nแกร่ง\nแกร็น\nแกรนิต\nแกรไฟต์\nแกร่ว\nแกระ\nแกล\nแกล้ง\nแกลน\nแกลบ\nแกล้ม\nแกลลอน\nแกลเลียม\nแกล้ว\nแกละ\nแกแล\nแกว\nแก้ว\nแกว่ง\nแก๊ส\nแกะ\nโก\nโก่\nโก้\nโก๋\nโกก\nโกกนุท\nโกกิลา\nโกโก้\nโกง\nโก่ง\nโกงกาง\nโก้งเก้ง\nโกงโก้\nโก้งโค้ง\nโกเชาว์\nโกญจนาท\nโกญจา\nโกฏิ\nโกฐ\nโกฐาส\nโกณะ\nโกดัง\nโกทัณฑ์\nโกน\nโก่น\nโก๋น\nโกมล\nโกมุท\nโกเมน\nโกเมศ\nโกย\nโกรก\nโกรกกราก\nโกรง\nโกร่ง\nโกร่งกร่าง\nโกรงเกรง\nโกร๋งเกร๋ง\nโกรญจ\nโกรต๋น\nโกรธ\nโกรธา\nโกร๋น\nโกรม\nโกรย\nโกรศ\nโกโรโกเต\nโกโรโกโรก\nโกโรโกโส\nโกลน\nโกลาหล\nโกไล\nโกวิท\nโกศ\nโกศล\nโกษม\nโกสน\nโกสัช\nโกสินทร์\nโกสีย์\nโกสุม\nโกไสย\nโกหก\nใกล้\nไก\nไก่\nไก๊\nไก๋\nไก่กอม\nไกพัล\nไกร\nไกรพ\nไกรลาส\nไกรศร\nไกรศรี\nไกรสร\nไกรสรี\nไกรสิทธิ\nไกล\nไกล่\nไกลาส\nไกว\nไกวัล\nขงจื๊อ\nขจร\nขจรจบ\nขจัด\nขจ่าง\nขจาย\nขจาว\nขจิต\nขจี\nขจุย\nขเจา\nขณะ\nขด\nขน\nข้น\nขนง\nขนด\nขนบ\nขนม\nขนอง\nขนอน\nขนอบ\nขนัด\nขนัน\nขนาก\nขนาง\nขนาด\nขนาน\nขนาบ\nขนาย\nขนำ\nขนิษฐ\nขนิษฐา\nขนุน\nขนุนนก\nขบ\nขบถ\nขบวน\nขบวร\nขม\nข่ม\nขมงโกรย\nขมวด\nขมวน\nขมอง\nขม่อม\nขมัง\nขมับ\nขมา\nขม้ำ\nขมิ้น\nขมิบ\nขมีขมัน\nขมึง\nขมึงทึง\nขมุ\nขมุกขมัว\nขมุบ\nขโมย\nขยด\nขยม\nขย่ม\nขยอก\nขยอง\nขย่อน\nขย้อน\nขยะ\nขยัก\nขยัน\nขยั้น\nขยับ\nขยาด\nขยาย\nขยำ\nขย้ำ\nขยิก\nขยิบ\nขยิ่ม\nขยี้\nขยุกขยิก\nขยุกขยุย\nขยุบ\nขยุบขยิบ\nขยุม\nขยุ้ม\nขยุย\nขรม\nขรรค์\nขรัว\nขริบ\nขรี\nขรึม\nขรุขระ\nขลบ\nขล้อ\nขลัง\nขลับ\nขลาด\nขลาย\nขลิบ\nขลุก\nขลุกขลัก\nขลุกขลิก\nขลุบ\nขลุม\nขลุ่ย\nขลู\nขลู่\nขวง\nข่วง\nขวด\nข่วน\nขวนขวาย\nขวบ\nขวย\nขวักไขว่\nขวัญ\nขวั้น\nขวับ\nขวับเขวียว\nขวา\nขวาก\nขวาง\nขว้าง\nขวาด\nขวาน\nขวายขวน\nขวาว\nขว้าว\nขวิด\nขอ\nข่อ\nข้อ\nของ\nข้อง\nขอด\nขอน\nข้อน\nขอบ\nขอม\nข่อย\nข้อย\nข่อยหยอง\nขะแจะ\nขะเน็ด\nขะมอมขะแมม\nขะมักเขม้น\nขะมุกขะมอม\nขะยิก\nขะยุก\nขะเย้อแขย่ง\nขัค\nขัง\nขังขอก\nขัช\nขัณฑสกร\nขัณฑสีมา\nขัด\nขัดมอน\nขัตติยมานะ\nขัน\nขั้น\nขันติ\nขันตี\nขันโตก\nขันที\nขันธ์\nขันธาวาร\nขับ\nขัว\nขั้ว\nขา\nข่า\nข้า\nขาก\nขาก๊วย\nขาง\nข่าง\nข้าง\nขาณุ\nขาด\nขาทนียะ\nขาน\nขาบ\nข้าพเจ้า\nขาม\nข่าม\nข้าม\nขาย\nข่าย\nขาล\nขาว\nข่าว\nข้าว\nข้าวอังกุลี\nขำ\nขิก\nขิง\nขิงแกลง\nขิงแครง\nขิด\nขิปสัทโท\nขิม\nขี่\nขี้\nขี้เข็บ\nขีณาสพ\nขีด\nขี้ตังนี\nขีปนาวุธ\nขี้ยอก\nขีระ\nขึง\nขึ้ง\nขึ้น\nขึ้นฉ่าย\nขืน\nขื่น\nขื่อ\nขุก\nขุด\nขุน\nขุ่น\nขุนเพ็ด\nขุม\nขุย\nขู่\nขูด\nเข\nเข้\nเขก\nเข็ง\nเข่ง\nเขจร\nเข็ญ\nเข็ด\nเขดา\nเขต\nเขน\nเข็น\nเข่น\nเขนง\nเขน็ด\nเขนย\nเขบ็จขบวน\nเขบ็ต\nเขม\nเข็ม\nเข้ม\nเข้มขาบ\nเขม็ง\nเขม็ดแขม่\nเขม่น\nเขม้น\nเขม้นขะมัก\nเขมร\nเขมา\nเขม่า\nเขมือบ\nเขย\nเขยก\nเขย่ง\nเขย้อแขย่ง\nเขย่า\nเขยิน\nเขยิบ\nเขยื้อน\nเขรอะ\nเขลง\nเขลอะ\nเขละ\nเขลา\nเขลาะ\nเขว\nเขษม\nเขฬะ\nเขะขะ\nเขา\nเข่า\nเข้า\nเขิง\nเขิน\nเขิบ\nเขี่ย\nเขียง\nเขียด\nเขียดตะปาด\nเขียน\nเขี่ยน\nเขียม\nเขียว\nเขี้ยว\nเขียะ\nเขือ\nเขือง\nเขื่อง\nเขื่อน\nเขือม\nแข\nแข้\nแขก\nแข็ง\nแข่ง\nแข้ง\nแขน\nแข่น\nแข้น\nแขนง\nแขม\nแขม็บ\nแขม่ว\nแขยง\nแขย่ง\nแขวก\nแขวง\nแขวน\nแขวะ\nโข\nโขก\nโขง\nโข่ง\nโขด\nโขดง\nโขน\nโขนง\nโขม\nโขมง\nโขมด\nโขยก\nโขยง\nโขย่ง\nโขยด\nโขลก\nโขลง\nโขลน\nโขษม\nไข\nไข่\nไข้\nไขว่\nไขว้\nคคนะ\nคคนัมพร\nคคนางค์\nคคนานต์\nคง\nคงคา\nคงไคย\nคช\nคชาชาติ\nคชาชีพ\nคชาธาร\nคชาภรณ์\nคณนา\nคณบดี\nคณะ\nคณาจารย์\nคณาธิการ\nคณาธิปไตย\nคณานับ\nคณิกา\nคณิต\nคเณศ\nคด\nคดี\nคติ\nคทา\nคน\nค้น\nคนทา\nคนทิสอ\nคนที\nคนโท\nคนธ์\nคันธ์\nคนธรรพ์\nคเนจร\nคบ\nคม\nคมน์\nคมนาการ\nคมนาคม\nคมิกภัต\nครก\nครบ\nครรชิต\nครรภ\nครรภ์\nครรลอง\nครรโลง\nครรไล\nครวญ\nครวี\nครหา\nครอก\nครอง\nครองแครง\nคร่อเงาะ\nคร่อเทียน\nครอบ\nคร่อม\nคระเมิม\nคระแลง\nคระไล\nคระแวง\nคระหน\nคระหวน\nคระหาย\nคระโหย\nครั่ง\nครั้ง\nครัดเคร่ง\nครัน\nครั่น\nครั้น\nครับ\nครัว\nครา\nคร่า\nคราก\nคราง\nคราญ\nคราด\nคร้าน\nคราบ\nคราม\nคร้าม\nครามครัน\nคราว\nคร่าว\nคราส\nครำ\nคร่ำ\nคร่ำเคร่ง\nคริปทอน\nคริสต์\nครีบ\nครีม\nครีษมายัน\nครึ\nครึกครื้น\nครึกโครม\nครึ่ง\nครึ่ด\nครึน\nครึ้ม\nครืด\nครืน\nครื้น\nครืนครั่น\nครื้นครั่น\nครื้นครึก\nครื้นเครง\nครือ\nครุ\nครุคระ\nครุฑ\nครุ่น\nครุมเครือ\nครุย\nครุวนา\nครู\nครู่\nครูด\nคฤโฆษ\nคฤนถ์\nคฤหบดี\nคฤหัสถ์\nคฤหาสน์\nคลวง\nคลอ\nคล้อ\nคลอก\nคลอง\nคล่อง\nคล้อง\nคลอด\nคลอน\nคล้อย\nคลอรีน\nคลอโรฟอร์ม\nคลอโรฟีลล์\nคละ\nคละคลุ้ง\nคลัก\nคลั่ก\nคลัง\nคลั่ง\nคลัตช์\nคลับคล้าย\nคลับคลา\nคลา\nคล้า\nคลางแคลง\nคลาด\nคลาน\nคลาย\nคล้าย\nคล้ายคลึง\nคล่าว\nคลำ\nคล่ำ\nคล้ำ\nคลิ้งโคลง\nคลิด\nคลินิก\nคลี\nคลี่\nคลึง\nคลื่น\nคลุก\nคลุ้ง\nคลุบ\nคลุม\nคลุ่ม\nคลุ้ม\nควง\nควณ\nควน\nควบ\nควย\nควร\nควัก\nควั่ก\nควั่งคว้าง\nควัน\nควั่น\nคว้า\nควาก\nคว้าง\nควาญ\nควาน\nคว้าน\nความ\nควาย\nคว่าว\nคว่ำ\nควินิน\nควิวคว่าง\nคหกรรม\nคหกรรมศาสตร์\nคหบดี\nคหัฐ\nคอ\nค้อ\nคอก\nค็อกคัส\nค็อกเทล\nคอเคซอยด์\nค่องอ้อย\nคอด\nคอแดง\nคอน\nค่อน\nค้อน\nคอนกรีต\nคอนเดนเซอร์\nคอนแวนต์\nคอนเสิร์ต\nคอม\nค่อม\nค้อม\nคอมพิวเตอร์\nคอมมานโด\nคอมมิวนิสต์\nคอย\nค่อย\nค้อย\nคอยล์\nคอร์ด\nคอแลน\nคอสติกโซดา\nคะ\nค่ะ\nคะไขว่\nคะค้อย\nคะคาน\nคะนน\nคะนอง\nคะน้า\nคะนึง\nคะเน\nคะเนงร้าย\nคะเน็ด\nคะแนน\nคะมำ\nคะยั้นคะยอ\nคะเยอ\nคัก\nคั่ก\nคัคนะ\nคัคนัมพร\nคัคนางค์\nคัคนานต์\nคั่ง\nคังไคย\nคัจฉ\nคัณฑมาลา\nคัณฑสูตร\nคัด\nคัดเค้า\nคัดมอน\nคัดเม็ง\nคัทลียา\nคัน\nคั่น\nคั้น\nคันถรจนาจารย์\nคันธกุฎี\nคันธมาทน์\nคันธารราษฎร์\nคับ\nคับค้อน\nคับคา\nคับแค\nคัพภ์\nคัมภีร์\nคัมภีรภาพ\nคัล\nคั่ว\nคา\nค่า\nค้า\nค่าคบ\nคาง\nค่าง\nค้าง\nคางคก\nค้างคาว\nคาด\nคาถา\nคาทอลิก\nคาน\nค้าน\nคาบ\nคาพยุต\nคาม\nคามวาสี\nคามณีย์\nคามภีร์\nคาย\nค่าย\nคาร์บอน\nคาร์บอเนต\nคาร์บอลิก\nคาร์บูเรเตอร์\nคาร์โบรันดัม\nคาร์โบไฮเดรต\nคารม\nคารวะ\nคาราเต้\nคาราวาน\nคาว\nค่าว\nค้าว\nคาวตอง\nคาวี\nคาวุต\nคาส\nคำ\nค่ำ\nค้ำ\nคำนวณ\nคำนวร\nคำนับ\nคำนัล\nคำนึง\nคำนูณ\nคำฝอย\nคำเพลิง\nคำรน\nคำรบ\nคำราม\nคำแสด\nคำแหง\nคำโอง\nคิก\nคิง\nคิด\nคิมหันต์\nคิรี\nคิลาน\nคิลานะ\nคิว\nคิ้ว\nคี่\nคีต\nคีบ\nคีม\nคีรี\nคีรีบูน\nคึก\nคึ่ก\nคึกคัก\nคืน\nคืบ\nคือ\nคุ\nคุก\nคุกกี้\nคุกคาม\nคุกพาทย์\nคุ้ง\nคุณ\nคุด\nคุดทะราด\nคุต\nคุตติ\nคุ่น\nคุ้น\nคุป\nคุปต์\nคุปติ\nคุม\nคุ่ม\nคุ้ม\nคุย\nคุ้ย\nคุยหฐาน\nคุยหประเทศ\nคุรุ\nคุลา\nคุลิก่า\nคุลีการ\nคุหา\nคู\nคู่\nคู้\nคูณ\nคูถ\nคูน\nคูปอง\nคูเรียม\nคูหา\nเค้ก\nเค้เก้\nเค้ง\nเคณฑะ\nเคด\nเค็ด\nเคน\nเค้น\nเคเบิล\nเค็ม\nเคมี\nเคย\nเครง\nเคร่ง\nเครงครา\nเครงครำ\nเครดิต\nเครน\nเครา\nเคร่า\nเคราหณี\nเคราะห์\nเครียด\nเครียว\nเครือ\nเครื่อง\nเคล้ง\nเคล็ด\nเคล้น\nเคล้า\nเคล่าคล่อง\nเคลิบเคลิ้ม\nเคลิ้ม\nเคลีย\nเคลื่อน\nเคลือบ\nเคว้ง\nเคหะ\nเคหา\nเคอะ\nเค้า\nเคาน์เตอร์\nเคารพ\nเคาะ\nเคาะแคะ\nเคียง\nเคียด\nเคียน\nเคียม\nเคี่ยม\nเคียร\nเคียว\nเคี่ยว\nเคี้ยว\nเคือง\nแค\nแค่\nแค้\nแคแล\nแคดเมียม\nแค็ตตาล็อก\nแคแตร\nแคโทด\nแคน\nแค่น\nแค้น\nแคบ\nแคบหมู\nแคปซูล\nแคม\nแคร่\nแครก\nแครง\nแคระ\nแคลคูลัส\nแคลง\nแคลเซียม\nแคลน\nแคล้ว\nแคล่วคล่อง\nแคลอรี\nแคลิฟอร์เนียม\nแคว\nแควก\nแคว้น\nแคแสด\nแคะ\nโค\nโคก\nโคเคน\nโค่ง\nโค้ง\nโคจร\nโคเซแคนต์\nโคไซน์\nโคตร\nโคแทนเจนต์\nโคธา\nโคน\nโค่น\nโคบอลต์\nโคปผกะ\nโคม\nโคม่า\nโครก\nโครกคราก\nโครง\nโคร่ง\nโคร่งคร่าง\nโครม\nโครเมียม\nโครโมโซม\nโคราช\nโครำ\nโคล\nโคลง\nโคลน\nโควตา\nโคออร์ดิเนต\nใคร\nใคร่\nใคร่ครวญ\nไค\nไค้\nไคร้\nไคร้เครือ\nไคล\nไคล้\nฆนะ\nฆราวาส\nฆ้อง\nฆ่า\nฆาต\nฆาน\nฆานินทรีย์\nเฆี่ยน\nโฆรวิส\nโฆษก\nโฆษณา\nโฆษะ\nโฆษ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nเฉ่ง\nเฉด\nเฉท\nเฉนียน\nเฉพาะ\nเฉย\nเฉลย\nเฉลว\nเฉลา\nเฉลิม\nเฉลี่ย\nเฉลียง\nเฉลี่ยง\nเฉลียบ\nเฉลียว\nเฉวียง\nเฉวียน\nเฉอะแฉะ\nเฉา\nเฉาก๊วย\nเฉาฮื้อ\nเฉาะ\nเฉิด\nเฉิบ\nเฉียง\nเฉียงพร้านางแอ\nเฉียด\nเฉียบ\nเฉียว\nเฉี่ยว\nเฉือน\nเฉื่อย\nแฉ\nแฉ่\nแฉก\nแฉง\nแฉ่ง\nแฉลบ\nแฉล้ม\nแฉะ\nโฉ\nโฉ่\nโฉเก\nโฉ่งฉ่าง\nโฉงเฉง\nโฉด\nโฉนด\nโฉบ\nโฉเบ๊\nโฉม\nโฉลก\nไฉน\nไฉไล\nชก\nชคัตตรัย\nชง\nชงโค\nชงฆ์\nชงฆา\nชงโลง\nชฎา\nชฎามังษี\nชฎามังสี\nชฎิล\nชด\nชน\nชนก\nชนนี\nชนม์\nชนวน\nชนะ\nชนัก\nชนา\nชนาง\nชนิด\nชเนตตี\nชบา\nชม\nชมดชม้อย\nชมนาด\nชมพู\nชมพู่\nชมรม\nชม้อย\nชม้าย\nชไม\nชยา\nชโย\nชรทึง\nชรริน\nชรอุ่ม\nชระล้ำ\nชระลุ\nชระอาบ\nชระเอม\nชรัด\nชรา\nชล\nชโลง\nชโลม\nช่วง\nชวด\nชวน\nชวย\nช่วย\nชวร\nชวลิต\nชวา\nชวาล\nชวาลา\nช่อ\nชอก\nช็อก\nช็อกโกเลต\nช็อกโกแลต\nชอง\nช่อง\nช้อง\nชองระอา\nชอน\nช่อน\nช้อน\nชอบ\nชอม\nช้อย\nชอล์ก\nชอ่ำ\nชอุ่ม\nชะ\nชะคราม\nชะงอก\nชะง่อน\nชะงัก\nชะงัด\nชะง้ำ\nชะงุ้ม\nชะเง้อ\nชะเงื้อม\nชะแง้\nชะโงก\nชะฉ่า\nชะช่อง\nชะชะ\nชะช้า\nชะโด\nชะตา\nชะต้า\nชะนี\nชะเนาะ\nชะเนียง\nชะพลู\nชะเพลิง\nชะมด\nชะมบ\nชะมวง\nชะมัง\nชะมัด\nชะแม่\nชะรอย\nชะลอ\nชะลอม\nชะล่า\nชะลาน\nชะลิน\nชะลูด\nชะเลง\nชะเลย\nชะแล็ก\nชะแลง\nชะวาก\nชะวาด\nชะเวิกชะวาก\nชะแวง\nชะอม\nชะอ้อน\nชะเอม\nชะโอน\nชัก\nชักคราม\nชักช้า\nชัง\nชั่ง\nชังคา\nชังฆ\nชัชวาล\nชัฏ\nชัด\nชัดช้า\nชัน\nชั้น\nชันกาด\nชันชี\nชันตุ\nชันนะตุ\nชันนุ\nชันโรง\nชันษา\nชันสูตร\nชัปนะ\nชัพ\nชัมพูนท\nชัย\nชัยพฤกษ์\nชัยภูมิ\nชัลลุกา\nชั่ว\nชั้ว\nชัวชม\nชา\nช้า\nชาคระ\nชาคริต\nชาคริยานุโยค\nช่าง\nช้าง\nช้าช่อน\nชาญ\nชาด\nชาดก\nชาต\nชาตบุษย์\nชาตรี\nชาตะ\nชาตา\nชาติ\nชาน\nชานุ\nช้าปี่\nชาปีไหน\nช้าแป้น\nช้าพลู\nชาม\nชามพูนท\nชามาดร\nชามาดา\nชามาตุ\nชาย\nชายา\nชาล\nชาลา\nชาลินี\nช้าเลือด\nชาว\nชาวี\nชำ\nช่ำ\nช้ำ\nชำงัด\nชำงาย\nช่ำชอง\nชำนะ\nชำนัญ\nชำนัน\nชำนาญ\nชำนิ\nชำเนียร\nชำมะนาด\nชำมะเลียง\nชำร่วย\nชำระ\nช้ำรั่ว\nชำรุด\nชำเรา\nชำเราะ\nชำแรก\nชำแระ\nชำเลือง\nชำแหละ\nชิ\nชิง\nชิ่ง\nชิงชัน\nชิงช้า\nชิงช้าชาลี\nชิงชี่\nชิงฮื้อ\nชิชะ\nชิชิ\nชิณณะ\nชิด\nชิเดนทรีย์\nชิต\nชิตินทรีย์\nชิน\nชิ้น\nชินโต\nชิโนรส\nชิม\nชิมแปนซี\nชิยา\nชิรณะ\nชิระ\nชิวหา\nชิสา\nชี\nชี่\nชี้\nชีปะขาว\nชีผะขาว\nชีผ้าขาว\nชีพ\nชีฟอง\nชีรณ\nชีระ\nชีวเคมี\nชีวประวัติ\nชีวภาพ\nชีววิทยา\nชีวะ\nชีวัน\nชีวา\nชีวาตม์\nชีวาลัย\nชีวิต\nชีวิตักษัย\nชีวิน\nชีวี\nชืด\nชื่น\nชื้น\nชื่อ\nชุก\nชุกชี\nชุ้ง\nชุณห\nชุด\nชุติ\nชุน\nชุบ\nชุม\nชุ่ม\nชุมนุม\nชุมพร\nชุมพา\nชุมแพรก\nชุมรุม\nชุมแสง\nชุมเห็ด\nชุ่ย\nชุลมุน\nชุลี\nชุษณะ\nชู\nชู้\nเช็ค\nเช้ง\nเช้งวับ\nเชงเลง\nเช็ด\nเชน\nเช่น\nเชย\nเชลง\nเชลย\nเชลแล็ก\nเชลียง\nเชวง\nเชษฐะ\nเชษฐา\nเชอ\nเช่า\nเช้า\nเชาว์\nเชาวน์\nเชิง\nเชิญ\nเชิด\nเชิ้ต\nเชียง\nเชี่ยน\nเชียบ\nเชี่ยม\nเชียร\nเชียร์\nเชียว\nเชี่ยว\nเชื่อ\nเชื้อ\nเชือก\nเชื่อง\nเชือด\nเชือน\nเชื่อม\nแช\nแช่\nแช่ง\nแชงมา\nแชบ๊วย\nแช่ม\nแชร์\nแชล่ม\nแชสซี\nแชะ\nโชก\nโชค\nโชงโลง\nโชดก\nโชดึก\nโชต\nโชตก\nโชติ\nโชติก\nโชน\nโชมโรม\nโชย\nโชยงการ\nโชยชาย\nโชยติส\nโชว์\nใช่\nใช้\nไช\nไชนะ\nไชย\nไชโย\nซก\nซ่ก\nซงดำ\nซ่งฮื้อ\nซด\nซน\nซ้น\nซบ\nซม\nซวดเซ\nซวน\nซวย\nซอ\nซอก\nซอง\nซ่อง\nซ้อง\nซองแมว\nซ้องแมว\nซอน\nซ่อน\nซ้อน\nซอม\nซ่อม\nซ้อม\nซอมซ่อ\nซอย\nซอส\nซัก\nซักส้าว\nซัง\nซั้ง\nซัด\nซับ\nซัลฟา\nซั้ว\nซา\nซ่า\nซาก\nซาง\nซ่าง\nซาด\nซาน\nซ่าน\nซาบซ่าน\nซาบซึ้ง\nซ่าโบะ\nซาแมเรียม\nซ้าย\nซาลาเปา\nซาว\nซ่าหริ่ม\nซำ\nซ้ำ\nซิ\nซี\nซิก\nซิกข์\nซิกซี้\nซิกแซ็ก\nซิการ์\nซิงโคนา\nซิ่น\nซินนามิก\nซินแส\nซิบ\nซิป\nซิฟิลิส\nซิลิคอน\nซิว\nซี่\nซีก\nซีเซียม\nซีด\nซี้ด\nซีนอน\nซีป่าย\nซีเมนต์\nซีเรียม\nซีลีเนียม\nซีอิ๊ว\nซึก\nซึง\nซึ่ง\nซึ้ง\nซึม\nซื่อ\nซื้อ\nซุก\nซุง\nซุน\nซุบ\nซุป\nซุ่ม\nซุ้ม\nซุ่มซ่าม\nซุย\nซู่\nซูโครส\nซูด\nซู้ด\nซูดซาด\nซูบ\nเซ\nเซ็ก\nเซแคนต์\nเซ็ง\nเซ่ง\nเซ้ง\nเซ็งแซ่\nเซต\nเซน\nเซ็น\nเซ่น\nเซนติกรัม\nเซนติเกรด\nเซนติเมตร\nเซนติลิตร\nเซปักตะกร้อ\nเซราะ\nเซรุ่ม\nเซลเซียส\nเซลล์\nเซลลูลอยด์\nเซลลูโลส\nเซ่อ\nเซอร์โคเนียม\nเซอะ\nเซา\nเซ้าซี้\nเซาะ\nเซิง\nเซิ้ง\nเซียน\nเซียบ\nเซียมซี\nเซียว\nเซี่ยว\nเซี่ยวกาง\nเซื่อง\nแซ\nแซ่\nแซ็กคาริน\nแซง\nแซงแซว\nแซด\nแซบ\nแซม\nแซยิด\nแซ่ว\nแซะ\nโซ\nโซ่\nโซก\nโซ่ง\nโซงโขดง\nโซเซ\nโซดา\nโซเดียม\nโซม\nโซรม\nโซลา\nไซ\nไซ้\nไซเกิล\nไซโคลน\nไซน์\nไซยาไนด์\nไซร้\nไซเรน\nไซโล\nฌาน\nฌาปน\nฌาปนกิจ\nฌาปนสถาน\nเฌอ\nเฌอเอม\nญวน\nญัตติ\nญาณ\nญาติ\nญานาซะฮ์\nญิบ\nญี่ปุ่น\nเญยธรรม\nไญยธรรม\nฎีกา\nฐกัด\nฐากูร\nฐาน\nฐานะ\nฐานันดร\nฐานานุกรม\nฐานานุรูป\nฐานานุศักดิ์\nฐานียะ\nฐาปน\nฐาปนา\nฐายี\nฐิต\nฐิติ\nฑาหก\nฑาหะ\nเฒ่า\nณรงค์\nเณร\nดก\nดง\nด้ง\nด้น\nดนโด่\nดนตรี\nดนัย\nดนุ\nดนู\nดบัสวิน\nดบัสวี\nดม\nดรงค์\nดรณี\nดรรชนี\nดราฟต์\nดรุณ\nดรุณี\nดล\nดวง\nด้วง\nดวด\nด่วน\nด้วน\nด้วย\nดอก\nดอง\nด่อง\nด้อง\nดองฉาย\nดองดึง\nดอด\nดอน\nด่อน\nดอม\nด้อม\nดอย\nด้อย\nดอลลาร์\nดะ\nดะโต๊ะ\nดะหมัง\nดัก\nดักดาน\nดักแด้\nดัง\nดั่ง\nดั้ง\nดัชนี\nดัด\nดัตช์\nดัน\nดั้น\nดับ\nดัมพ์\nดั้วเดี้ย\nดัสกร\nดา\nด่า\nดาก\nด่าง\nด้าง\nดาด\nดาน\nด่าน\nด้าน\nดาบ\nดาบส\nดาม\nด้าม\nด้ามจิ้ว\nดามพ์\nดาย\nด้าย\nดารกะ\nดารณี\nดารดาษ\nดาระ\nดารา\nดาล\nดาลัด\nดาว\nด่าว\nด้าว\nดาวดึงส์\nดาวบส\nดาษ\nดาษดา\nดำ\nด่ำ\nด้ำ\nดำกล\nดำเกิง\nดำแคง\nดำดง\nดำนาณ\nดำเนิน\nดำบล\nดำรง\nดำรวจ\nดำรัส\nดำริ\nดำรี\nดำรู\nดำฤษณา\nดำเลิง\nดิก\nดิ่ง\nดิฉัน\nดิฐ\nดิตถ์\nดิถี\nดิน\nดิ้น\nดิบ\nดิรัจฉาน\nดิลก\nดิ่ว\nดิ้ว\nดิ้วเดี้ยว\nดิษฐ์\nดิสโพรเซียม\nดี\nดีเซล\nดีด\nดีดีที\nดีบุก\nดีปลี\nดีเปรสชัน\nดีหมี\nดีหลี\nดึก\nดึง\nดึ่ง\nดึ่ม\nดื่น\nดื่ม\nดือ\nดื้อ\nดุ\nดุก\nดุกดิก\nดุกทะเล\nดุ้ง\nดุ้งดิ้ง\nดุจ\nดุด\nดุน\nดุ้น\nดุบ\nดุม\nดุ่ม\nดุ่ย\nดุรงค์\nดุริยะ\nดุริยางค์\nดุริยางคศาสตร์\nดุริยางคศิลป์\nดุล\nดุษฎี\nดุษณี\nดุษณีภาพ\nดุษิต\nดุสิต\nดุเหว่า\nดู\nดูกค่าง\nดูกร\nดูด\nดูรา\nดูแล\nเด\nเด่\nเดก\nเด็ก\nเดกซ์โทรส\nเดคากรัม\nเดคาเมตร\nเดคาลิตร\nเด้ง\nเด็จ\nเดช\nเดชน์\nเดชนะ\nเดชะ\nเดโช\nเดซิกรัม\nเดซิเมตร\nเดซิลิตร\nเด็ด\nเดน\nเด่น\nเดนมาร์ก\nเดรัจฉาน\nเด๋อ\nเด๋อด๋า\nเดา\nเด้า\nเดาะ\nเดิน\nเดิ่น\nเดิม\nเดียง\nเดียด\nเดียรดาษ\nเดียรถีย์\nเดียรัจฉาน\nเดียว\nเดี่ยว\nเดี๋ยว\nเดียะ\nเดื่อ\nเดือก\nเดื่อง\nเดือด\nเดือน\nเดือย\nแด\nแด่\nแดก\nแด็ก\nแดกงา\nแดกแด้\nแดง\nแดด\nแดน\nแด่น\nแด่ว\nแดะ\nแดะแด๋\nโด\nโด่\nโดกเดก\nโด่ง\nโดด\nโดน\nโดม\nโดมร\nโดย\nโดรณ\nใด\nได\nได้\nไดแซ็กคาไรด์\nไดนาโม\nไดนาไมต์\nไดโนเสาร์\nไดเรกตริกซ์\nตก\nต๊กโต\nตง\nต๋ง\nตงฉิน\nตงิด\nตงุ่น\nตด\nตติย\nตถาคต\nตน\nต้น\nตนัย\nตนุ\nตบ\nตบะ\nตปนียะ\nตม\nต้ม\nตมูก\nตยาคี\nตรง\nตรณี\nตรม\nตรรก\nตรรกะ\nตรลบ\nตรลอด\nตรลาด\nตรวจ\nตรวน\nตรอก\nตรอง\nตรอมใจ\nตรอมตรม\nตระ\nตระกล\nตระกวน\nตระกอง\nตระการ\nตระกูล\nตระคัร\nตระเตรียม\nตระนาว\nตระบก\nตระบอก\nตระบอง\nตระบัด\nตระบัน\nตระเบ็ง\nตระแบก\nตระแบง\nตระโบม\nตระพอง\nตระพัง\nตระลาการ\nตระวัน\nตระเว็ด\nตระเวน\nตระสัก\nตระหง่าน\nตระหนก\nตระหนัก\nตระหน่ำ\nตระหนี่\nตรัง\nตรังค์\nตรับ\nตรับฟัง\nตรัย\nตรัยตรึงศ์\nตรัส\nตรัสสา\nตรา\nตรากตรำ\nตราชู\nตราบ\nตราสัง\nตรำ\nตริ\nตริว\nตรี\nตรีปวาย\nตรีพิธพรรณ\nตรียัมปวาย\nตรึก\nตรึง\nตรุ\nตรุณ\nตรุณะ\nตรุษ\nตรู\nตรู่\nตฤณ\nตฤตีย\nตฤษณา\nตลก\nตลบ\nตลอด\nตลับ\nตลาด\nตลิ่ง\nตลึง\nตวง\nต่วน\nต้วมเตี้ยม\nตวัก\nตวัด\nตวาด\nตอ\nตอม่อ\nต่อ\nต้อ\nตอก\nต๊อก\nต๊อกต๋อย\nตอง\nต้อง\nตองกราย\nต้องเต\nตองแตก\nต่องแต่ง\nตองเหลือง\nตอด\nตอน\nต้อน\nตอบ\nตอเบา\nตอม\nต่อม\nต๋อม\nต่อย\nต้อย\nต้อยตริ่ง\nต้อยติ่ง\nต้อยตีวิด\nตอแย\nตอร์ปิโด\nต่อไส้\nตอแหล\nตะ\nตะกรน\nตะกร้อ\nตะกรัน\nตะกรับ\nตะกร้า\nตะกราม\nตะกรุด\nตะกรุม\nตะกรุมตะกราม\nตะกละ\nตะกลาม\nตะกวด\nตะกอ\nตะกอน\nตะกัง\nตะกั่ว\nตะกาง\nตะกาด\nตะกาย\nตะกาว\nตะกุกตะกัก\nตะกุย\nตะกู\nตะกูด\nตะเกียกตะกาย\nตะเกียง\nตะเกียบ\nตะแก\nตะแก่\nตะแกรง\nตะโก\nตะโก้\nตะโกก\nตะโกน\nตะโกรง\nตะโกรม\nตะไกร\nตะขบ\nตะขอ\nตะขาบ\nตะขิดตะขวง\nตะเข้\nตะเข็บ\nตะโขง\nตะคร้อ\nตะครอง\nตะครั่นตะครอ\nตะคร้ำ\nตะคริว\nตะคิว\nตะครุบ\nตะคอก\nตะคัน\nตะค้า\nตะคาก\nตะค้าน\nตะคุ่ม\nตะเครียว\nตะเคียว\nตะเคียน\nตะแคง\nตะไคร่\nตะไคร้\nตะเฆ่\nตะนอย\nตะนาว\nตะบม\nตะบอง\nตะบอย\nตะบัน\nตะบิ้ง\nตะบิด\nตะบิดตะบอย\nตะบี้ตะบัน\nตะบึง\nตะบูน\nตะเบ็ง\nตะเบ็งมาน\nตะเบ๊ะ\nตะแบก\nตะแบง\nตะโบม\nตะไบ\nตะปบ\nตะปลิง\nตะปิ้ง\nตะปุ่มตะป่ำ\nตะปู\nตะพง\nตะพด\nตะพอง\nตะพัก\nตะพัง\nตะพัด\nตะพั้น\nตะพาก\nตะพาน\nตะพาบ\nตะพาย\nตะพึด\nตะพึดตะพือ\nตะพุ่น\nตะเพรา\nตะเพิง\nตะเพิด\nตะเพียน\nตะโพก\nตะโพง\nตะโพน\nตะเภา\nตะใภ้\nตะม่อ\nตะมอย\nตะรังกะนู\nตะรังตังกวาง\nตะรังตังช้าง\nตะราง\nตะลอง\nตะลอน\nตะล่อม\nตะละ\nตะลาน\nตะลิงปลิง\nตะลิบ\nตะลีตะลาน\nตะลึง\nตะลึงพรึงเพริด\nตะลุง\nตะลุ่ม\nตะลุ่มนก\nตะลุมบอน\nตะลุ่มโปง\nตะลุมพอ\nตะลุมพุก\nตะลุย\nตะเลง\nตะแลงแกง\nตะไล\nตะวัน\nตะเวน\nตะหลิว\nตะหลุก\nตะหลุง\nตะแหง่ว\nตะแหมะแขะ\nตะโหงก\nตัก\nตักกะ\nตักเตือน\nตั๊กแตน\nตักษัย\nตัง\nตั่ง\nตั้ง\nตังเก\nตังฉ่าย\nตังเม\nตังวาย\nตังโอ๋\nตัจฉก\nตัจฉนี\nตัณฑุล\nตัณหา\nตัด\nตัน\nตันตระ\nตันติ\nตันหยง\nตับ\nตับปิ้ง\nตัว\nตั๋ว\nตัวจี๊ด\nตัวตืด\nตั้วโผ\nตั้วเหี่ย\nตา\nตาก\nตากวาง\nต่าง\nตาด\nตาน\nต่าน\nต้าน\nตานนกกด\nตานี\nตาบ\nตาม\nตามะแน\nตามิน\nตาย\nตาราไต\nตาล\nตาลุ\nต๋าว\nตาเสือ\nตาหนู\nตาฬ\nตำ\nต่ำ\nตำนาน\nตำบล\nตำแบ\nตำแย\nตำรวจ\nตำรับ\nตำรา\nตำรุ\nตำลึง\nตำเสา\nตำหนัก\nตำหนิ\nตำแหน่ง\nติ\nติก\nติ๊ก\nติกะ\nติกาหรัง\nติง\nติ่ง\nติ๋ง\nติ่งตั่ง\nติ๋งต่าง\nติงส\nติงสติ\nติณ\nติด\nติตติกะ\nติตติร\nติตถ\nติตถะ\nติถี\nติมิงคละ\nติรัจฉาน\nติลก\nติละ\nติ้ว\nตี\nตี่\nตีน\nตีบ\nตีรถะ\nตีระ\nตึ\nตึก\nตึ้ก\nตึ้กตั้ก\nตึง\nตึดตื๋อ\nตึ๊ดตื๋อ\nตืด\nตื่น\nตื้น\nตื้อ\nตื๊อ\nตื๋อ\nตุ\nตุ๊\nตุ๊กแก\nตุ๊กตา\nตุ๊กต่ำ\nตุกติก\nตุ๊กติ๊ก\nตุ๊กตุ่น\nตุ๊กตุ๋ย\nตุง\nตุ้งก่า\nตุ้งติ้ง\nตุ๊ดตู่\nตุน\nตุ่น\nตุ๋น\nตุนาหงัน\nตุบ\nตุ้บ\nตุ๊บป่อง\nตุปัดตุป่อง\nตุปัดตุเป๋\nตุ่ม\nตุ้ม\nตุ๋ม\nตุ้มกว้าว\nตุมกา\nตุ้มแซะ\nตุมตัง\nตุ้มเต๋น\nตุ้มปี่\nตุมพะ\nตุ่ย\nตุ้ย\nตุ๊ย\nตุ๋ยตุ่ย\nตุรคะ\nตุรงค์\nตุล\nตุลา\nตุหรัดตุเหร่\nตู\nตู่\nตู้\nตูก\nตูด\nตูบ\nตูม\nเต๊ก\nเต็ง\nเต่ง\nเตช\nเตโช\nเต้น\nเต็นท์\nเต็ม\nเตย\nเตร่\nเตร็ด\nเตรตา\nเตรียม\nเตรียมตรม\nเตละ\nเตลิด\nเตว็ด\nเต่อ\nเตอะ\nเตะ\nเตา\nเต่า\nเต้า\nเต๋า\nเต่าเกียด\nเต้าเจี้ยว\nเต้าทึง\nเต้าหู้\nเต้าฮวย\nเต๊าะ\nเตาะแตะ\nเติ่ง\nเติบ\nเติม\nเตี้ย\nเตียง\nเตียน\nเตียบ\nเตี๋ยม\nเตียรถ์\nเตียว\nเตี่ยว\nเตือน\nแต่\nแต้\nแตก\nแตง\nแต่ง\nแตงเม\nแต้จิ๋ว\nแตด\nแต๊ดแต๋\nแตน\nแต้ม\nแตร\nแตระ\nแต้ว\nแต้วแร้ว\nแต้วแล้ว\nแต่ว่า\nแต้แว้ด\nแตะ\nโต\nโต้\nโตก\nโต่ง\nโต้ง\nโตงเตง\nโตฎก\nโต๊ด\nโตน\nโตนด\nโต้โผ\nโตมร\nโตย\nโตรก\nโต๊ะ\nใต้\nไต\nไต่\nไต้\nไต๋\nไตร\nไตรกิศยา\nไตรดายุค\nไตร่ตรอง\nไตรย\nไต้หวัน\nถก\nถกล\nถงาด\nถด\nถนน\nถนอม\nถนัด\nถนัน\nถนำ\nถนิม\nถม\nถ่ม\nถมอ\nถมึงทึง\nถลก\nถลกบาตร\nถลน\nถล่ม\nถลอก\nถลัน\nถลา\nถลาก\nถลาย\nถลำ\nถลึงตา\nถลุง\nถ่วง\nถ้วน\nถ้วย\nถวัล\nถวัลย์\nถวาย\nถวิน\nถวิล\nถ่อ\nถ้อ\nถอก\nถอง\nถ่อง\nถ้อง\nถอด\nถอน\nถอบ\nถอบแถบ\nถ่อม\nถอย\nถ่อย\nถ้อย\nถะ\nถะถั่น\nถะมัดถะแมง\nถัก\nถัง\nถั่ง\nถัด\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นยา\nบิลเลียด\nบิวเรตต์\nบิสมัท\nบี้\nบีฑา\nบีตา\nบีบ\nบีเยศ\nบึก\nบึกบึน\nบึง\nบึ่ง\nบึ้ง\nบุ\nบุก\nบุคคล\nบุคลากร\nบุคลาธิษฐาน\nบุคลิก\nบุง\nบุ่ง\nบุ้ง\nบุ้งกี๋\nบุญ\nบุญญาธิการ\nบุญญานุภาพ\nบุญญาภินิหาร\nบุญญาภิสังขาร\nบุณฑริก\nบุณมี\nบุณย์\nบุตร\nบุตรี\nบุถุชน\nบุทคล\nบุนนาค\nบุบ\nบุบบิบ\nบุปผชาติ\nบุพกรรม\nบุพการี\nบุพกิจ\nบุพชาติ\nบุพทักษิณ\nบุพนิมิต\nบุพบท\nบุพพาจารย์\nบุพเพสันนิวาส\nบุพโพ\nบุ๋ม\nบุ่มบ่าม\nบุ้ย\nบุรณะ\nบุรพทิศ\nบุรพบท\nบุรพาจารย์\nบูรพาจารย์\nบุระ\nบุราณ\nบุรินทร์\nบุริมทิศ\nบุริมพรรษา\nบุริมสิทธิ\nบุรี\nบุรุษ\nบุโรทั่ง\nบุษกร\nบุษบก\nบุษบง\nบุษบัน\nบุษบา\nบุษบามินตรา\nบุษปราค\nบุษปะ\nบุษย์\nบุษย์น้ำทอง\nบุษยมาส\nบุษยะ\nบุษราคัม\nบุหงัน\nบุหงา\nบุหรง\nบุหรี่\nบุหลัน\nบู่\nบู้\nบูชนียสถาน\nบูชา\nบูชิต\nบูด\nบูดู\nบูร\nบูรณ์\nบูรณภาพ\nบูรณมี\nบูรณะ\nบูรณาการ\nบูรพ์\nบูรพะ\nบูรพา\nเบ้\nเบ่ง\nเบ๊จี๋\nเบญกานี\nเบญจกัลยาณี\nเบญจกามคุณ\nเบญจขันธ์\nเบญจดุริยางค์\nเบญจธรรม\nเบญจบรรพต\nเบญจพรรณ\nเบญจเพส\nเบญจมาศ\nเบญจรงค์\nเบญจศก\nเบญจศีล\nเบญจะ\nเบญจา\nเบญจางค์\nเบญจางคประดิษฐ์\nเบญญา\nเบญพาด\nเบ็ด\nเบ็ดเตล็ด\nเบ็ดเสร็จ\nเบน\nเบนซิน\nเบรก\nเบริลเลียม\nเบส\nเบ้อ\nเบอร์\nเบอร์คีเลียม\nเบ้อเร่อ\nเบ้อเร่อเท่อ\nเบ้อเริ่ม\nเบ้อเริ่มเทิ่ม\nเบอะ\nเบอะบะ\nเบะ\nเบา\nเบ้า\nเบาราณ\nเบาะ\nเบิก\nเบิ่ง\nเบี้ย\nเบี่ยง\nเบียด\nเบียน\nเบียร์\nเบี้ยว\nเบือ\nเบื่อ\nเบื้อ\nเบื้อง\nเบือน\nแบ\nแบ้\nแบก\nแบคทีเรีย\nแบ่ง\nแบงก์\nแบดมินตัน\nแบตเตอรี่\nแบน\nแบนโจ\nแบบ\nแบ็บ\nแบเรียม\nแบหลา\nแบะ\nโบ\nโบ้\nโบ๋\nโบก\nโบกขรณี\nโบกขรพรรษ\nโบชุก\nโบต\nโบนัส\nโบ๊เบ๊\nโบย\nโบรมีน\nโบรอน\nโบราณ\nโบสถ์\nใบ\nใบ้\nไบ่\nปก\nปกติ\nปกรณ์\nปกรณัม\nปกิณกะ\nปกีรณัม\nปโกฏิ\nปง\nป่ง\nปงช้าง\nปฎล\nปฏัก\nปฏิกรณ์\nปฏิกรรม\nปฏิการะ\nปฏิกิริยา\nปฏิกูล\nปฏิคม\nปฏิคหิต\nปฏิคาหก\nปฏิฆะ\nปฏิชีวนะ\nปฏิญญา\nปฏิญาณ\nปฏิทิน\nปฏิบถ\nปฏิบัติ\nปฏิปทา\nปฏิปักษ์\nปฏิปัน\nปฏิปุจฉาพยากรณ์\nปฏิปุจฉาวาที\nปฏิพัทธ์\nปฏิพากย์\nปฏิภาค\nปฏิภาณ\nปฏิมา\nปฏิมากร\nปฏิยุทธ์\nปฏิรพ\nปฏิรูป\nปฏิโลม\nปฏิวัติ\nปฏิวาต\nปฏิวาท\nปฏิเวธ\nปฏิสนธิ\nปฏิสวะ\nปฏิสังขรณ์\nปฏิสันถาร\nปฏิสัมภิทา\nปฏิเสธ\nปฐพี\nปฐม\nปฐวี\nปณต\nปณาม\nปณิธาน\nปณิธิ\nปณีต\nปด\nปดิวรัดา\nปติ\nปถพี\nปถมัง\nปถวี\nปทัฏฐาน\nปทัสถาน\nปทานุกรม\nปทีป\nปทุม\nปน\nป่น\nปนัดดา\nปปัญจะ\nปม\nปรนัย\nปรปักษ์\nปรโลก\nปรวาที\nปรก\nปรกติ\nปรง\nปรตยักษ์\nปรน\nปรนนิบัติ\nปรนิมมิตวสวัตดี\nปรบ\nปรปักษ์\nปรมัตถ์\nปรมาจารย์\nปรมาณู\nปรมาภิไธย\nปรมาภิเษก\nปรมินทร์\nบรเมนทร์\nปรเมศวร์\nปรเมษฐ์\nปรวด\nปรวนแปร\nปรศุ\nปรสิต\nปร๋อ\nปรองดอง\nปรอด\nปรอท\nปรอย\nประ\nประกบ\nประกฤต\nประกฤติ\nประกล\nประกวด\nประกวดประขัน\nประกอบ\nประกัน\nประกับ\nประกาย\nประกายพรึก\nประการ\nประกาศ\nประกาศนียบัตร\nประกาศิต\nประกำ\nประกิด\nประกิต\nประคด\nประคนธรรพ\nประคนธรรพ์\nประคบ\nประคบประหงม\nประคอง\nประคับประคอง\nประคัลภ์\nประคำ\nประคิ่น\nประคุณ\nประเคน\nประเคราะห์\nประโคน\nประโคนธรรพ\nประโคนธรรพ์\nประโคม\nประจง\nประจญ\nประจบ\nประจบประแจง\nประจวบ\nประจ๋อประแจ๋\nประจักษ์\nประจักษนิยม\nประจัญ\nประจัน\nประจาก\nประจาค\nประจาน\nประจำ\nประจิม\nประจิ้มประเจ๋อ\nประจุ\nประจุคมน์\nประจุบัน\nประเจก\nประเจิด\nประเจิดประเจ้อ\nประเจียด\nประแจ\nประชด\nประชน\nประชวม\nประชวร\nประชัน\nประชา\nประชาธิปไตย\nประชิด\nประชี\nประชุม\nประเชิญ\nประณต\nประณม\nประณาม\nประณิธาน\nประณิธิ\nประณีต\nประณุท\nประดง\nประดน\nประดวน\nประดอน\nประดอย\nประดัก\nประดักประเดิด\nประดัง\nประดับ\nประดา\nประดาก\nประดาป\nประดาษ\nประดิชญา\nประดิดประดอย\nประดิทิน\nประดิษฐ์\nประดิษฐกรรม\nประดิษฐาน\nประดุง\nประดุจ\nประดู่\nประเด\nประเด็น\nประเดิม\nประเดียง\nประเดี๋ยว\nประเดี๋ยวประด๋าว\nประแดง\nประแดะ\nประโดง\nประโดย\nประตง\nประตัก\nประตาป\nประติชญา\nประติญาณ\nประติทิน\nประติมากร\nประติมากรรม\nประติรพ\nประตู\nประถม\nประถมจินดา\nประทม\nประท้วง\nประทวน\nประทักษ์\nประทักษิณ\nประทัง\nประทัด\nประทับ\nประทาน\nประทาย\nประทาศี\nประทิน\nประทิ่น\nประทีป\nประทุฐ\nประทุน\nประทุษ\nประทุษฐ์\nประเทศ\nประเทา\nประเทียด\nประเทียบ\nประเทือง\nประธาน\nประธานาธิบดี\nประนม\nประนอ\nประนอม\nประนัง\nประนัปดา\nประนีประนอม\nประปราน\nประปราย\nประปา\nประเปรี้ยง\nประเปรียว\nประพจน์\nประพนธ์\nประพรม\nประพฤติ\nประพฤทธิ์\nประพัด\nประพัทธ์\nประพันธ์\nประพาต\nประพาส\nประพาสมหรณพ\nประพาฬ\nประพิณ\nประพิมพ์ประพาย\nประพุทธ์\nประเพณี\nประโพธ\nประไพ\nประไพร\nประภพ\nประภัสสร\nประภา\nประภาคาร\nประภาพ\nประภาษ\nประภาส\nประเภท\nประมง\nประมวล\nประมาณ\nประมาท\nประมุข\nประมุท\nประมูล\nประเมิน\nประโมง\nประโมทย์\nประยงค์\nประยุกต์\nประยุทธ์\nประยุร\nประยูร\nประโยค\nประโยชน์\nประโรหิต\nประลมพ์\nประลอง\nประลัย\nประลาต\nประลาย\nประลุ\nประเล่ห์\nประเล้าประโลม\nประโลม\nประวรรต\nประวรรตน์\nประวัติ\nประวาล\nประวาลปัทม์\nประวาส\nประวิง\nประวิช\nประวิตร\nประวิน\nประวีณ\nประเวณี\nประเวศ\nประเวศน์\nประศม\nประศาสน์\nประศุ\nประสก\nประสงค์\nประสบ\nประสพ\nประสม\nประสะ\nประสัก\nประสันนาการ\nประสัยห์\nประสา\nประสาท\nประสาธน์\nประสาน\nประสาร\nประสิทธิ์\nประสิทธิผล\nประสิทธิภาพ\nประสีประสา\nประสูต\nประสูติ\nประเสบัน\nประเสบันอากง\nประเสริฐ\nประหนึ่ง\nประหม่า\nประหยัด\nประหลาด\nประหล่ำ\nประหวัด\nประหวั่น\nประหัตประหาร\nประหาณ\nประหาร\nประเหล\nประเหส\nประไหมสุหรี\nประอบ\nประอร\nปรัก\nปรักปรำ\nปรักมะ\nปรัง\nปรัชญา\nปรัตถจริยา\nปรัตยุบัน\nปรัน\nปรับ\nปรัมปรา\nปรัศจิม\nปรัศนา\nปรัศนี\nปรัศว์\nปรัสสบท\nปร่า\nปรากฏ\nปรากรม\nปรากฤต\nปราการ\nปราง\nปรางค์\nปราจีน\nปราชญ์\nปราชญา\nปราชัย\nปราณ\nปราณี\nปราด\nปราน\nปรานี\nปราบ\nปราบดาภิเษก\nปราปต์\nปราม\nปรามาส\nปราโมช\nปราโมทย์\nปราย\nปรารถนา\nปรารภ\nปรารมภ์\nปราศ\nปราศจาก\nปราศรัย\nปราษณี\nปราษาณ\nปราสัย\nปราสาท\nปรำ\nปริ\nปริก\nปริกขาร\nปริกรรม\nปริกัป\nปริคณห์\nปริจาค\nปริจาริกา\nปริเฉท\nปริชน\nปริซึม\nปริญญา\nปริณาม\nปริณายก\nปริต\nปริตตะ\nปริตโตทก\nปริตร\nปริทรรศน์\nปริทัยหัคคี\nปริทัศน์\nปริเทพ\nปริเทวะ\nปรินิพพาน\nปริบ\nปริบท\nปริปันถ์\nปริพนธ์\nปริพัตร\nปริพันธ์\nปริพาชก\nปริภัณฑ์\nปริภาษ\nปริภูมิ\nปริโภค\nปริ่ม\nปริมณฑล\nปริมาณ\nปริมาตร\nปริยัติ\nปริยานุช\nปริยาย\nปริเยศ\nปริโยสาน\nปริวรรต\nปริวัตร\nปริวาร\nปริวาส\nปริวิตก\nปริเวณ\nปริศนา\nปริษัท\nปริสัญญู\nปริสุทธิ\nปริหาน\nปริหาร\nปรี่\nปรีชญา\nปรีชา\nปรี๊ด\nปรีดา\nปรีดิ\nปรีดิ์\nปรีดี\nปรีติ\nปรียะ\nปรียา\nปรึก\nปรึกษา\nปรึง\nปรือ\nปรื๋อ\nปรุ\nปรุง\nปรู\nปรู๋\nปรูด\nปรู๊ด\nปรู๊ดปร๊าด\nปรู๊ฟ\nปฤงคพ\nปฤจฉา\nปฤษฎางค์\nปฤษฐ\nปลก\nปลกเปลี้ย\nปลง\nปล่ง\nปลด\nปล้น\nปลวก\nปลอก\nปล่อง\nปล้อง\nปลอด\nปล้อน\nปลอบ\nปลอม\nปล่อย\nปละ\nปลัก\nปลั๊ก\nปลัง\nปลั่ง\nปลัด\nปลัดขิก\nปลา\nปลาต\nปลาบ\nปลาย\nปลาสเตอร์\nปลาสนาการ\nปล้ำ\nปลิง\nปลิด\nปลิ้น\nปลิโพธ\nปลิม\nปลิ่ม\nปลิว\nปลี\nปลีก\nปลื้ม\nปลุก\nปลูก\nปวกเปียก\nปวง\nป่วง\nปวด\nป่วน\nป้วน\nป้วนเปี้ยน\nป่วย\nปวัตน์\nปวารณา\nปวาล\nปวาส\nปวาฬ\nปวิช\nปวิตร\nปวิธ\nปวิเวก\nปวีณ\nปวุติ\nปเวณี\nปเวส\nปเวสน์\nปศุ\nปสันนะ\nปสันนาการ\nปสาท\nปสาน\nปสาสน์\nปสุ\nปสุต\nปสูติ\nปหังสนะ\nปหาน\nปหาร\nปหาส\nปอ\nป้อ\nป๋อ\nปอก\nปอง\nป่อง\nป้อง\nปอด\nปอน\nป้อน\nปอนด์\nปอเนาะ\nปอบ\nป้อแป้\nปอม\nป้อม\nป๋อม\nปอย\nป้อย\nป้อยอ\nปะ\nปะกน\nปะกัง\nปะการัง\nปะกำ\nปะขาว\nปะงาบ\nปะตาปา\nปะตาระกาหลา\nปะติดปะต่อ\nปะติยาน\nปะทะ\nปะทะปะทัง\nปะทุ\nปะทุน\nปะปน\nปะมง\nปะราลี\nปะรำ\nปะไร\nปะลอม\nปะเลง\nปะแล่ม\nปะโลง\nปะวะหล่ำ\nปะหงับ\nปะหนัน\nปะหัง\nปะเหลาะ\nปัก\nปักข์\nปักเป้า\nปักษ์\nปักษา\nปักษิน\nปักษี\nปัง\nปั๋ง\nปังสุ์\nปังสุกุล\nปัจจัตตะ\nปัจจันต์\nปัจจันตคาม\nปัจจันตชนบท\nปัจจันตประเทศ\nปัจจัย\nปัจจามิตร\nปัจจุคมน์\nปัจจุทธรณ์\nปัจจุบัน\nปัจจุสมัย\nปัจเจก\nปัจโจปการกิจ\nปัจฉา\nปัจฉิม\nปัจถรณ์\nปัจนึก\nปัจยาการ\nปัจเวกขณ์\nปัชชุน\nปัญจนที\nปัญจวัคคีย์\nปัญจก\nปัญจกะ\nปัญจมี\nปัญจวีสติ\nปัญญัติ\nปัญญา\nปัญหา\nปัฏ\nปัฏนะ\nปัฐยาวัต\nปัณฑรหัตถี\nปัณณะ\nปัณณาส\nปัณณาสก์\nปัณรสี\nปัณหิ\nปัด\nปัตคาด\nปัตตะ\nปัตตานึก\nปัตตานุโมทนา\nปัตตาเวีย\nปัตติ\nปัตติก\nปัตถร\nปัตถะ\nปัตนิ\nปัตนี\nปัตหล่า\nปัถพี\nปัถวี\nปัทม์\nปัทมะ\nปัทมาสน์\nปัน\nปั่น\nปั้น\nปั้นจั่น\nปันจุเหร็จ\nปั้นลม\nปั้นหยา\nปั้นเหน่ง\nปับ\nปั๊บ\nปัปผาสะ\nปัพพาชนียกรรม\nปัพภาระ\nปั๊ม\nปัยกา\nปัยยิกา\nปัวเปีย\nปัศจิม\nปัศตัน\nปัสสาวะ\nปัสสาสะ\nปา\nป่า\nป้า\nปาก\nปาง\nป้าง\nปาจรีย์\nปาจิตตีย์\nปาจีน\nปาฏลิ\nปาฏิบท\nปาฏิบุคลิก\nปาฏิโภค\nปาฏิหาริย์\nปาฐก\nปาฐกถา\nปาฐะ\nปาณกชาติ\nปาณะ\nปาณาติบาต\nปาณิ\nปาณี\nปาด\nปาติโมกข์\nปาตี\nปาเต๊ะ\nปาท่องโก๋\nปาทังกา\nปาทาน\nปาทุกา\nปาน\nป่าน\nป้าน\nปานะ\nปานียะ\nป้าบ\nป๊าบ\nปาพจน์\nปาม\nปาโมกข์\nป่าย\nป้าย\nปายาส\nปาร์เกต์\nปารมี\nปารเมศ\nปาราชิก\nปาริฉัตร\nปาริชาต\nปารุสกวัน\nปาล\nปาล์ม\nปาลิไลยก์\nปาลี\nปาว\nป่าว\nป๊าว\nปาวาร\nปาษาณ\nปาส\nปาสาณ\nปาสาทิกะ\nปาหนัน\nปาหี่\nปำ\nป้ำ\nป้ำเป๋อ\nปิกนิก\nปิ้ง\nปิงคละ\nปิงปอง\nปิฎก\nปิฏฐะ\nปิฐิ\nปิณฑะ\nปิด\nปิตตะ\nปิตา\nปิตามหัยกา\nปิตามหัยยิกา\nปิตุ\nปิตุจฉา\nปิตุภูมิ\nปิตุลา\nปิโตรเลียม\nปิ่น\nปิ่นแก้ว\nปิ่นโต\nปิปผลี\nปิ่ม\nปิ้ม\nปิยะ\nปิยังคุ\nปิโยรส\nปิลันธน์\nปิ๋ว\nปิศาจ\nปิหกะ\nปี\nปี่\nปี้\nปี๋\nปีก\nปีฐะ\nปี๊ด\nปีติ\nปีน\nปีบ\nปี๊บ\nปีศาจ\nปีฬกะ\nปึก\nปึง\nปึ่ง\nปึ๋ง\nปึ้ด\nปึมปื้อ\nปืน\nปื้น\nปือ\nปื้อ\nปื๋อ\nปุ\nปุ๊\nปุก\nปุกปุย\nปุคละ\nปุ้งกี๋\nปุงควะ\nปุงลิงค์\nปุงลึงค์\nปุจฉา\nปุฏะ\nปุณฑริก\nปุด\nปุตตะ\nปุถุชน\nปุนนาค\nปุนภพ\nปุนัพสุ\nปุบ\nปุ๊บ\nปุปผะ\nปุปะ\nปุพพะ\nปุ่ม\nปุ่มป่ำ\nปุ้ม\nปุ๋ม\nปุย\nปุ้ย\nปุ๋ย\nปุรณะ\nปุระ\nปุราณ\nปุราณะ\nปุริมพรรษา\nปุเรจาริก\nปุโรหิต\nปุลลิงค์\nปุลลึงค์\nปุลินท์\nปุโลปุเล\nปุษยะ\nปุสสะ\nปู\nปู่\nปูชกะ\nปูชนียบุคคล\nปูชนียวัตถุ\nปูชนียะ\nปูชา\nปูชิต\nปูด\nปูน\nปูม\nปู้ยี่ปู้ยำ\nปูระ\nปูลู\nเป้\nเป๋\nเปก\nเป๊ก\nเป่ง\nเป้ง\nเป๋ง\nเป็ด\nเปตพลี\nเปตอง\nเป็น\nเปยยาล\nเปร็ง\nเปรต\nเปรม\nเปรย\nเปรอ\nเปรอะ\nเปราะ\nเปรียง\nเปรี้ยง\nเปรี้ยงปร้าง\nเปรียญ\nเปรียบ\nเปรี่ยม\nเปรียว\nเปรี้ยว\nเปรียะ\nเปรี๊ยะ\nเปรื่อง\nเปรื้อย\nเปล\nเปล่ง\nเปลว\nเปลา\nเปล่า\nเปล้า\nเปลาะ\nเปลี้ย\nเปลี่ยน\nเปลี่ยม\nเปลี่ยว\nเปลือก\nเปลือง\nเปลื้อง\nเปลือย\nเปศะ\nเปศัส\nเปสการ\nเปสละ\nเปสุญวาท\nเป๋อ\nเป้อเย้อ\nเปอร์\nเปอร์เซ็นต์\nเปะ\nเปา\nเป่า\nเป้า\nเป๊า\nเป๋า\nเป๋าฮื้อ\nเปาะ\nเป๊าะ\nเปาะเปี๊ยะ\nเปาะแปะ\nเปิก\nเปิง\nเปิงมาง\nเปิด\nเปิ่น\nเปิบ\nเปิ๊บ\nเปีย\nเปียก\nเปี๊ยก\nเปี๊ยบ\nเปี่ยม\nเปี้ยว\nเปี๊ยว\nเปียะ\nเปี๊ยะ\nเปือก\nเปื้อน\nเปื่อย\nแป\nแป้ง\nแป๋ง\nแปด\nแป๊ด\nแปทู\nแป้น\nแป๊น\nแปบ\nแป๊บ\nแปม\nแปร\nแปร๋\nแปรก\nแปรง\nแปร่ง\nแปร๊ด\nแปร้น\nแปร๋น\nแปรปรวน\nแประ\nแปล\nแปล้\nแปลก\nแปลง\nแปลน\nแปลบ\nแปล๊บ\nแป้ว\nแป๊ว\nแปะ\nแป๊ะ\nแป๊ะซะ\nโป\nโป่\nโป้\nโป๊\nโปก\nโป๊ก\nโป๊กเกอร์\nโปกขรณี\nโปกขรพรรษ\nโปเก\nโปง\nโป่ง\nโป้ง\nโป่งข่าม\nโปงลาง\nโป่งวิด\nโปฐบท\nโปฐปทมาส\nโปดก\nโปตถกะ\nโปน\nโป๊ป\nโป๊ยเซียน\nโปรแกรม\nโปรง\nโปร่ง\nโปรด\nโปรตอน\nโปรตีน\nโปรเตสแตนต์\nโปรแทรกเตอร์\nโปรย\nโปล่ง\nโปลิโอ\nโปโล\nโปสก\nโปสต์การ์ด\nโปะ\nโป๊ะ\nโป๊ะจ้าย\nไป\nไป่\nไป๋\nไปยาล\nไปรษณีย์\nไปรษณียบัตร\nไปรษณียภัณฑ์\nไปรษณียากร\nไปล่\nไปศาจ\nผก\nผกา\nผกาย\nผคม\nผง\nผงก\nผงม\nผงะ\nผงาด\nผง่าน\nผจง\nผจญ\nผจัญ\nผจาน\nผชุม\nผณิน\nผณินทร\nผณิศวร\nผด\nผดุง\nผเดิน\nผทม\nผนวก\nผนวช\nผนัง\nผนิด\nผนึก\nผม\nผยอง\nผรณาปีติ\nผรสุ\nผริต\nผรุสวาท\nผล\nผลคุน\nผลคุนี\nผล็อย\nผละ\nผลัก\nผลัด\nผลับ\nผลัวะ\nผลา\nผลาญ\nผลานิสงส์\nผลาผล\nผลาหาร\nผลิ\nผลิกะ\nผลิต\nผลิน\nผลี\nผลีผลาม\nผลึก\nผลึ่ง\nผลือ\nผลุ\nผลุง\nผลุด\nผลุน\nผลุนผลัน\nผลุบ\nผลุบผลับ\nผลุย\nผลู\nผวน\nผวย\nผวา\nผสม\nผสาน\nผอง\nผ่อง\nผ่อน\nผอบ\nผอม\nผ็อย\nผอูน\nผะ\nผะดา\nผะสา\nผัก\nผัคคุณ\nผัคคุณี\nผัง\nผัด\nผัน\nผับ\nผัว\nผัวะ\nผัสสะ\nผัสสาหาร\nผา\nผ่า\nผ้า\nผาก\nผาง\nผ่าง\nผาณิต\nผาด\nผาติ\nผ่าน\nผาม\nผาย\nผ่ายผอม\nผาล\nผาลคุน\nผาลา\nผ่าว\nผาสุก\nผ้าฮาด\nผำ\nผ้ำ\nผิ\nผิง\nผิด\nผิตะ\nผิน\nผิว\nผี\nผี้ว์\nผึง\nผึ่ง\nผึ้ง\nผึ้งรวง\nผืน\nผื่น\nผุ\nผุด\nผุยผง\nผุสราคา\nผู้\nผูก\nเผ\nเผง\nเผชิญ\nเผ็ด\nเผด็จ\nเผดิม\nเผดียง\nเผ่น\nเผนิก\nเผย\nเผยอ\nเผยิบ\nเผยิบผยาบ\nเผล\nเผล่\nเผล็ด\nเผลอ\nเผลอไผล\nเผละ\nเผลาะ\nเผลาะแผละ\nเผลียง\nเผอเรอ\nเผอิญ\nเผอิล\nเผะ\nเผา\nเผ่า\nเผ้า\nเผาะ\nเผิ้ง\nเผิน\nเผียน\nเผือ\nเผื่อ\nเผือก\nเผือด\nเผือน\nเผื่อน\nแผ่\nแผก\nแผง\nแผด\nแผน\nแผ่น\nแผนก\nแผล\nแผลง\nแผล็บ\nแผล็ว\nแผละ\nแผ่ว\nแผ้ว\nโผ\nโผง\nโผฏฐัพพะ\nโผน\nโผเผ\nโผย\nโผล่\nโผลกเผลก\nโผละ\nโผอน\nโผะ\nไผ\nไผ่\nไผท\nฝน\nฝรั่ง\nฝรั่งเศส\nฝ่อ\nฝอย\nฝัก\nฝัง\nฝั่ง\nฝัด\nฝัน\nฝา\nฝ่า\nฝ้า\nฝาก\nฝาง\nฝาด\nฝาน\nฝาย\nฝ่าย\nฝ้าย\nฝิ่น\nฝี\nฝี่\nฝีก\nฝึก\nฝืด\nฝืน\nฝุ่น\nฝูง\nเฝ้า\nเฝือ\nเฝือก\nเฝือง\nเฝื่อน\nแฝก\nแฝง\nแฝด\nใฝ่\nไฝ\nพก\nพกุล\nพง\nพงศ์\nพงศกร\nพงศธร\nพงศา\nพงศาวดาร\nพจน์\nพจนา\nพจนานุกรม\nพจนารถ\nพจนีย์\nพจมาน\nพจี\nพชระ\nพญา\nพญาลอ\nพณิช\nพณิชย์\nพดด้วง\nพธู\nพนันดร\nพนาดร\nพนาดอน\nพนาราม\nพนาลัย\nพนาลี\nพนาวาส\nพนาเวศ\nพนาศรม\nพนาสณฑ์\nพนาสัณฑ์\nพเนจร\nพ่น\nพ้น\nพนม\nพนอง\nพนอม\nพนัก\nพนักงาน\nพนัง\nพนัน\nพนัส\nพนา\nพนาย\nพนิดา\nพนิต\nพบ\nพม่า\nพยนต์\nพยศ\nพยัก\nพยักพเยิด\nพยัคฆ์\nพยัคฆา\nพยัคฆิน\nพยัคฆี\nพยัชน์\nพยัญชนะ\nพยัต\nพยับ\nพยากรณ์\nพยาฆร์\nพยางค์\nพยาธิ\nพยาน\nพยาบาท\nพยาบาล\nพยาม\nพยามะ\nพยายาม\nพยุ\nพยุง\nพยุหยาตรา\nพยุหโยธา\nพยุหเสนา\nพยุหะ\nพยู่ห์\nพเยีย\nพร\nพรต\nพรม\nพรรค\nพรรค์\nพรรคานต์\nพรรณ\nพรรณนา\nพรรดึก\nพรรลาย\nพรรษ\nพรรษา\nพรรเอิญ\nพรวด\nพรวน\nพรหม\nพรหมจรรย์\nพรหมจาริณี\nพรหมจารี\nพรหมา\nพรหมาสตร์\nพรหมินทร์\nพรอก\nพร่อง\nพร้อง\nพรอด\nพร้อม\nพร้อมพรัก\nพร่อย\nพร้อย\nพระ\nพระนอม\nพระนาด\nพระฮาม\nพรักพร้อม\nพรั่ง\nพรัด\nพรั่น\nพรับ\nพร่า\nพร้า\nพราก\nพราง\nพร่าง\nพราด\nพราน\nพราย\nพราว\nพราหมณ์\nพราหมณะ\nพราหมณี\nพราหมี\nพรำ\nพร่ำ\nพริก\nพริ้ง\nพริบ\nพริ้ม\nพรึง\nพรึน\nพรึบ\nพรึ่บ\nพรืด\nพรุ\nพรุ่ง\nพรุน\nพรู\nพรูด\nพฤกษ์\nพฤกษชาติ\nพฤกษเทวดา\nพฤกษราช\nพฤกษศาสตร์\nพฤกษา\nพฤฒ\nพฤฒา\nพฤฒาจารย์\nพฤฒิ\nพฤต\nพฤติ\nพฤทธ์\nพฤทธิ์\nพฤนต์\nพฤนท์\nพฤศจิก\nพฤศจิกายน\nพฤษภ\nพฤษภาคม\nพฤหัสบดี\nพล\nพละ\nพลากร\nพลาดิศัย\nพลาธิการ\nพลานามัย\nพลบ\nพลวก\nพลวง\nพลวัต\nพลศาสตร์\nพลอ\nพล้อ\nพลอง\nพลอด\nพลอน\nพลอมแพลม\nพลอย\nพล่อย\nพลั่ก\nพลัง\nพลั่ง\nพลั้ง\nพลัด\nพลัน\nพลับ\nพลับพลา\nพลับพลึง\nพลั่ว\nพล่า\nพลาง\nพลาญ\nพลาด\nพล่าน\nพลาม\nพล่าม\nพลาย\nพลาสติก\nพลาสมา\nพลาหก\nพลำ\nพล้ำ\nพลำภัง\nพลิก\nพลิพัท\nพลิ้ว\nพลี\nพลุ\nพลุก\nพลุ่ก\nพลุกพล่าน\nพลุ่ง\nพลุ้ย\nพลู\nพลูโต\nพลูโทเนียม\nพวก\nพวง\nพ่วง\nพวน\nพวย\nพสก\nพสุ\nพสุธา\nพสุสงกรานต์\nพหล\nพหุ\nพหุล\nพหู\nพอ\nพ่อ\nพ้อ\nพอก\nพอง\nพ้อง\nพอน\nพ้อม\nพอโลเนียม\nพะ\nพะงา\nพะงาบ\nพะจง\nพะทำมะรง\nพะนอ\nพะเน้าพะนอ\nพะเนิน\nพะเนียง\nพะแนง\nพะพาน\nพะพิง\nพะเพิง\nพะยอม\nพ่ะย่ะค่ะ\nพะยูง\nพะยูน\nพะเยิบ\nพะเยิบพะยาบ\nพะรุงพะรัง\nพะโล้\nพะไล\nพะวง\nพะวักพะวน\nพะวา\nพะว้าพะวัง\nพะอง\nพะอากพะอำ\nพะอืดพะอม\nพัก\nพักตร์\nพักตรา\nพักร\nพัง\nพังกา\nพังงา\nพังผืด\nพังพวย\nพังพอน\nพังพาน\nพังพาบ\nพังเพย\nพัช\nพัชนี\nพัชระ\nพัญจน์\nพัฒนะ\nพัฒนา\nพัฒนากร\nพัฒนาการ\nพัด\nพัดชา\nพัดดึงส์\nพัตร\nพัทธ์\nพัทธยา\nพัทธสีมา\nพัทร\nพัน\nพันตู\nพันทาง\nพันธ์\nพันธะ\nพันธกรณี\nพันธบัตร\nพันธมิตร\nพันธนะ\nพันธนาคาร\nพันธนาการ\nพันธุ์\nพันธุกรรม\nพันลึก\nพันลือ\nพันเลิศ\nพันเอิญ\nพับ\nพัลลภ\nพัลวัน\nพัว\nพัวะ\nพัศดี\nพัสดุ\nพัสตร์\nพัสถาน\nพา\nพาก\nพากเพียร\nพากย์\nพาง\nพ่าง\nพาชี\nพาณิช\nพาณิชย์\nพาณิชยกรรม\nพาณิชยการ\nพาณิชยศาสตร์\nพาณิชยศิลป์\nพาณินี\nพาณี\nพาณีนี\nพาด\nพาท\nพาทย์\nพาธ\nพาธา\nพาน\nพ่าน\nพานร\nพานรินทร์\nพาม\nพาย\nพ่าย\nพายม้า\nพายัพ\nพายุ\nพาร์เซก\nพารณ\nพารา\nพาราฟิน\nพาล\nพาลา\nพาลี\nพาลุก\nพาโล\nพาไล\nพาส\nพาสน์\nพาสนา\nพาสุกรี\nพ่าห์\nพาหนะ\nพาหะ\nพาหา\nพาหิรกะ\nพาหิระ\nพาหุ\nพาหุรัด\nพาหุสัจจะ\nพาเหียร\nพาฬ\nพำ\nพำนัก\nพำพึม\nพำลา\nพิกล\nพิกสิต\nพิกัด\nพิกัติ\nพิกัน\nพิการ\nพิกุล\nพิเคราะห์\nพิฆน์\nพิฆเนศ\nพิฆเนศวร\nพิฆาต\nพิง\nพิจัย\nพิจาร\nพิจารณ์\nพิจารณา\nพิจิก\nพิจิต\nพิจิตร\nพิชญ์\nพิชัย\nพิชาน\nพิชิต\nพิเชฐ\nพิเชียร\nพิฑูรย์\nพิณ\nพิดทูล\nพิดาน\nพิโดร\nพิตร\nพิถี\nพิถีพิถัน\nพิทย\nพิทย์\nพิทยา\nพิทยาคม\nพิทยาคาร\nพิทยาธร\nพิทยาลัย\nพิทักษ์\nพิทูร\nพิเทศ\nพิธาน\nพิธี\nพิธุ\nพินทุ\nพินอบพิเทา\nพินัย\nพินาศ\nพินิจ\nพินิต\nพินิศ\nพินิศจัย\nพิเนต\nพิบัติ\nพิบุล\nพิบูล\nพิปริต\nพิปลาส\nพิพรรธ\nพิพรรธน์\nพิพักพิพ่วน\nพิพัฒ\nพิพัฒน์\nพิพากษ์\nพิพากษา\nพิพาท\nพิพิธ\nพิพิธภัณฑ์\nพิพิธภัณฑสถาน\nพิภพ\nพิภัช\nพิภาค\nพิภูษณะ\nพิเภก\nพิมปะการัง\nพิมพ์\nพิมพการัง\nพิมพา\nพิมพาภรณ์\nพิมล\nพิมเสน\nพิมาน\nพิมุข\nพิโมกข์\nพิโมกษ์\nพิโยกพิเกน\nพิโยค\nพิรอด\nพิระ\nพิรากล\nพิราบ\nพิราม\nพิราลัย\nพิริยะ\nพิรี้พิไร\nพิรุณ\nพิรุธ\nพิรุฬห์\nพิเรนทร์\nพิเราะ\nพิโรธ\nพิไร\nพิลังกาสา\nพิลาป\nพิลาส\nพิลิปดา\nพิลึก\nพิลึกกึกกือ\nพิลึกพิลั่น\nพิโลน\nพิไล\nพิศ\nพิศวง\nพิศวาส\nพิศาล\nพิศุทธ์\nพิศุทธิ์\nพิเศษ\nพิษ\nพิษฐาน\nพิษนาศน์\nพิสดาร\nพิสมร\nพิสมัย\nพิสัง\nพิสัช\nพิสัย\nพิสิฐ\nพิสุทธิ์\nพิสูจน์\nพิหค\nพิหาร\nพิฬาร\nพี\nพี่\nพี้\nพีชคณิต\nพีระมิด\nพึง\nพึ่ง\nพึ่บ\nพึ่บพั่บ\nพึม\nพึมพำ\nพืช\nพืด\nพื้น\nพุ\nพุก\nพุกาม\nพุง\nพุ่ง\nพุงดอ\nพุฒ\nพุฒิ\nพุด\nพุดตาน\nพุทธ\nพุทธะ\nพุทธังกูร\nพุทธางกูร\nพุทธันดร\nพุทธาภิเษก\nพุทธาวาส\nพุทธิ\nพุทโธ่\nพุทรา\nพุธ\nพุ่ม\nพุมเรียง\nพุ้ย\nพู\nพูพอน\nพู่\nพูด\nพูน\nพู้น\nพู่ระหง\nเพ\nเพ็ก\nเพกา\nเพคะ\nเพ็ง\nเพ่ง\nเพ็จ\nเพชฉลูกรรม\nเพชฌฆาต\nเพชร\nเพชรดา\nเพชรปาณี\nเพชรฤกษ์\nเพชรายุธ\nเพชรกลับ\nเพชรสังฆาต\nเพชรหลีก\nเพชรหึง\nเพ็ญ\nเพฑูริย์\nเพณี\nเพ็ดทูล\nเพดาน\nเพท\nเพทนา\nเพทาย\nเพทุบาย\nเพโทบาย\nเพ่นพ่าน\nเพนียด\nเพไนย\nเพ้ย\nเพรง\nเพรซีโอดิเมียม\nเพรา\nเพราะ\nเพริด\nเพริศ\nเพรียก\nเพรียง\nเพรียบ\nเพรี้ยม\nเพรียว\nเพรื่อ\nเพรือง\nเพล\nเพลง\nเพล็ด\nเพล้โพล้\nเพลา\nเพลาะ\nเพลิง\nเพลิดเพลิน\nเพลิน\nเพลีย\nเพลี้ย\nเพลี่ยง\nเพศ\nเพส\nเพสลาด\nเพ่อ\nเพ้อ\nเพ้อเจ้อ\nเพอิญ\nเพะ\nเพา\nเพาะ\nเพิก\nเพิง\nเพิ่ง\nเพิดเพ้ย\nเพิ่ม\nเพี้ย\nเพียง\nเพี้ยง\nเพียงออ\nเพี้ยน\nเพียบ\nเพียร\nเพื่อ\nเพื่อน\nแพ\nแพ้\nแพง\nแพ่ง\nแพงพวย\nแพทย์\nแพทยศาสตร์\nแพน\nแพ่น\nแพนก\nแพนงเชิง\nแพร\nแพร่\nแพรก\nแพร่ง\nแพรว\nแพร้ว\nแพลง\nแพลทินัม\nแพล็บ\nแพลม\nแพลเลเดียม\nแพละ\nแพละโลม\nแพว\nแพ้ว\nแพศย์\nแพศยา\nแพะ\nโพ\nโพก\nโพกพาย\nโพง\nโพงพาง\nโพชฌงค์\nโพซิตรอน\nโพด\nโพทะเล\nโพแทสเซียม\nโพธ\nโพธิ\nโพธิ์\nโพน\nโพ้น\nโพนทะนา\nโพบาย\nโพย\nโพยก๊วน\nโพยม\nโพรก\nโพรง\nโพรโทแอกทิเนียม\nโพรมีเทียม\nโพระดก\nโพล่\nโพลง\nโพล่ง\nโพล้ง\nโพลน\nโพล้เพล้\nโพละ\nโพสพ\nไพ\nไพ่\nไพจิตร\nไพชน\nไพชยนต์\nไพฑูรย์\nไพที\nไพบูลย์\nไพพรรณ\nไพร\nไพร่\nไพรจิตร\nไพรชน\nไพรชยนต์\nไพรฑูรย์\nไพรที\nไพรบูลย์\nไพรเราะ\nไพรัช\nไพรำ\nไพริน\nไพรินทร์\nไพรี\nไพเราะ\nไพโรจน์\nไพล\nไพล่\nไพศาขะ\nไพศาล\nไพเศษ\nไพสพ\nไพสิฐ\nไพหาร\nฟก\nฟ้ง\nฟรักโทส\nฟรี\nฟลูออรีน\nฟ่อ\nฟ้อ\nฟอก\nฟอง\nฟ่อง\nฟ้อง\nฟอด\nฟอน\nฟ่อน\nฟ้อน\nฟ้อแฟ้\nฟอร์มาลดีไฮด์\nฟอร์มาลิน\nฟอสฟอรัส\nฟอสเฟต\nฟัก\nฟักฟุ้น\nฟัง\nฟังก์ชัน\nฟัด\nฟัน\nฟั่น\nฟั้น\nฟ้า\nฟาก\nฟาง\nฟ่าง\nฟาด\nฟาทอม\nฟาน\nฟ่าม\nฟาย\nฟาร์ม\nฟาสซิสต์\nฟิด\nฟิต\nฟิบ\nฟิล์ม\nฟิวส์\nฟิสิกส์\nฟี่\nฟี้\nฟืดฟาด\nฟืน\nฟื้น\nฟืม\nฟุ\nฟุ้ง\nฟุต\nฟุน\nฟุบ\nฟุ่บ\nฟุ่มเฟือย\nฟุลสแก๊ป\nฟู\nฟู่\nฟูก\nฟูด\nฟูม\nเฟ็ด\nเฟ้น\nเฟลด์สปาร์\nเฟ้อ\nเฟอร์เมียม\nเฟอะ\nเฟอะฟะ\nเฟะ\nเฟะฟะ\nเฟิน\nเฟี้ยม\nเฟี้ยว\nเฟือ\nเฟื้อ\nเฟือง\nเฟื่อง\nเฟื้อง\nเฟือน\nเฟือย\nเฟื้อย\nแฟ่\nแฟง\nแฟชั่น\nแฟน\nแฟบ\nแฟ้ม\nแฟรนเซียม\nแฟลกซ์\nแฟลต\nแฟะ\nโฟกัส\nไฟ\nภควดี\nภควัต\nภควันต์\nภควัม\nภควา\nภควาน\nภคะ\nภคันทลา\nภคินี\nภณะ\nภณิดา\nภพ\nภมร\nภมริน\nภมรี\nภมุกา\nภยันตราย\nภยาคติ\nภระ\nภรณี\nภรต\nภรรดร\nภรรดา\nภรรยา\nภระมร\nภระมรี\nภราดร\nภราดรภาพ\nภราดา\nภริยา\nภฤศ\nภวะ\nภวตัณหา\nภวนะ\nภวังค์\nภวังคจิต\nภักดี\nภักตะ\nภักติ\nภักษ์\nภักษา\nภักษาหาร\nภัค\nภัคน์\nภังคะ\nภังคี\nภัจ\nภัณฑ์\nภัณฑาคาร\nภัณฑาคาริก\nภัณฑารักษ์\nภัณฑนะ\nภัณฑู\nภัต\nภัตตาคาร\nภัตตาหาร\nภัตร\nภัทระ\nภัทรกัป\nภัพ\nภัย\nภัสดา\nภัสตรา\nภัสมะ\nภัสสร\nภา\nภาค\nภาคย์\nภาคยานุวัติ\nภาคินี\nภาคิไนย\nภาคี\nภาคียะ\nภาชนะ\nภาชี\nภาณ\nภาณวาร\nภาณกะ\nภาณี\nภาณุ\nภาดร\nภาดา\nภาตระ\nภาตา\nภาตุ\nภาติกะ\nภาติยะ\nภาพ\nภาพย์\nภาม\nภาย\nภาร\nภาระ\nภารดี\nภารต\nภารตี\nภารยทรัพย์\nภารยา\nภารา\nภาวนา\nภาวะ\nภาษ\nภาษณ์\nภาษา\nภาษิต\nภาษี\nภาส\nภาสน์\nภาสวร\nภาสา\nภาสุระ\nภิกขา\nภิกขาจาร\nภิกขุ\nภิกขุนี\nภิกษา\nภิกษาจาร\nภิกษาหาร\nภิกษุ\nภิกษุณี\nภิงคาร\nภิญโญ\nภิตติ\nภินท์\nภินทนาการ\nภิยโย\nภิรมย์\nภิรมย์สุรางค์\nภิษัช\nภิสัก\nภีตะ\nภีมะ\nภีรุ\nภุกต์\nภุขัน\nภุช\nภุชงค์\nภุต\nภุมมะ\nภุมรัตน์\nภุมวาร\nภุมรา\nภุมริน\nภุมรี\nภุมเรศ\nภู\nภู่\nภูต\nภูติ\nภูม\nภูมิ\nภูมี\nภูริ\nภูรี\nภูวดล\nภูวนาถ\nภูวเนตร\nภูวไนย\nภูษา\nภูษิต\nเภกะ\nเภตรา\nเภท\nเภทุบาย\nเภรี\nเภสัช\nโภค\nโภคะ\nโภคิน\nโภคี\nโภไคย\nโภไคศวรรย์\nโภช\nโภชย์\nโภชก\nโภชนะ\nโภชนา\nโภชนาหาร\nโภชนียะ\nไภริน\nไภรี\nไภษัชคุรุ\nไภษัชย์\nมกร\nมกราคม\nมกุฎ\nมคธ\nมฆวัน\nมฆะ\nมฆา\nม่ง\nมงกุฎ\nมงโกรย\nมงคล\nมงคลวาร\nมณฑ์\nมณฑก\nมณฑนะ\nมณฑป\nมณฑล\nมณฑา\nมณฑารพ\nมณฑิระ\nมณเฑียร\nมณี\nมด\nมตะ\nมตกภัต\nมติ\nมทนะ\nมทะ\nมธุ\nมธุกร\nมธุการี\nมธุลีห์\nมธุระ\nมธุรพจน์\nมน\nมนินทรีย์\nม่น\nมนต์\nมนตร์\nมนตรี\nมนท์\nมนทิราลัย\nมนเทียร\nมนสิการ\nมนัส\nมนัสวี\nมนินทรีย์\nมนิมนา\nมนิลา\nมนุญ\nมนุษย์\nมนุษยชาติ\nมนุษยธรรม\nมนุษย์มนา\nมนุษยโลก\nมนุษยศาสตร์\nมนุษยสัมพันธ์\nมนุสาร\nมนู\nมนูสาร\nมโน\nมโนช\nมโนชญ์\nมโนราห์\nมโนสาเร่\nมโนห์รา\nมมังการ\nมยุรฉัตร\nมยุระ\nมยุรา\nมยุรี\nมยุเรศ\nมยูร\nมรกต\nมรคา\nมรฑป\nมรณ์\nมรณะ\nมรณกรรม\nมรณบัตร\nมรณภัย\nมรณภาพ\nมรดก\nมรรค\nมรรคา\nมรรตัย\nมรรยาท\nมรรษ\nมรสุม\nมริจ\nมริยาท\nมรีจิ\nมรุต\nมฤค\nมฤคย์\nมฤคศิระ\nมฤคศิรมาส\nมฤคเศียร\nมฤคินทร์\nมฤเคนทร์\nมฤดก\nมฤต\nมฤตยู\nมฤทุ\nมล\nมละ\nมลัก\nมลังเมลือง\nมล้าง\nมลาย\nมลายู\nมวก\nม่วง\nมวน\nม่วน\nม้วน\nม้วนต้วน\nมวย\nม้วย\nมวล\nมหกรรม\nมหรณพ\nมหรรณพ\nมหรสพ\nมหัจฉริยะ\nมหัต\nมหัทธนะ\nมหันต์\nมหันตโทษ\nมหัพภาค\nมหัศจรรย์\nมหา\nมหากฐิน\nมหากาฬ\nมหาขันธกะ\nมหาจักร\nมหาชน\nมหาชัย\nมหาชาติ\nมหาโชตรัต\nมหาดไทย\nมหาดเล็ก\nมหาตมะ\nมหาไถ่\nมหาเทพ\nมหาเทพี\nมหาเทวี\nมหาธาตุ\nมหานิกาย\nมหานิล\nมหาบพิตร\nมหาบัณฑิต\nมหาพน\nมหาพรหม\nมหาภารตะ\nมหาภิเนษกรมณ์\nมหาภูต\nมหาเมฆ\nมหายาน\nมหายุค\nมหาราช\nมหาฤกษ์\nมหาละลวย\nมหาละลาย\nมหาวงศ์\nมหาวรรค\nมหาวิทยาลัย\nมหาศักราช\nมหาศาล\nมหาสงกรานต์\nมหาสดมภ์\nมหาสดำ\nมหาสมุทร\nมหาสาวก\nมหาหงส์\nมหาหิงคุ์\nมหาอำนาจ\nมหาอุจ\nมหาอุด\nมหาอุปรากร\nมหาอุปราช\nมหิ\nมหิดล\nมหิธร\nมหิป\nมหิงส์\nมหิทธิ\nมหินท์\nมหิมา\nมหิศร\nมหิศวร\nมหิษ\nมหิษี\nมหึมา\nมเหยงค์\nมเหศ\nมเหศวร\nมเหศักดิ์\nมเหสักข์\nมเหสิ\nมเหสี\nมเหาฬาร\nมโหรสพ\nมโหระทึก\nมโหรี\nมโหฬาร\nมไหศวรรย์\nมอ\nมอง\nมองโกลอยด์\nมองโกเลีย\nมองคร่อ\nมอญ\nมอด\nม่อต้อ\nมอเตอร์\nมอเตอร์ไซค์\nมอน\nม่อน\nมอบ\nมอม\nมอมแมม\nม่อย\nมอร์ฟีน\nมอระกู่\nมอลโทส\nม่อลอกม่อแลก\nม่อห้อม\nม่อฮ่อม\nมะ\nมะกรูด\nมะกล่ำ\nมะกอก\nมะก่อง\nมะกะโรนี\nมะกา\nมะเกลือ\nมะเกี๋ยง\nมะข่วง\nมะขวิด\nมะขาม\nมะเขือ\nมะแข่น\nมะคังแดง\nมะค่า\nมะคำไก่\nมะคำดีควาย\nมะงั่ว\nมะงุมมะงาหรา\nมะซัก\nมะซาง\nมะดัน\nมะดีหวี\nมะดูก\nมะเดหวี\nมะเดื่อ\nมะต้อง\nมะตะบะ\nมะตาด\nมะตาหะรี\nมะตึ่ง\nมะตื๋น\nมะตูม\nมะแตก\nมะโต\nมะนาว\nมะปราง\nมะปริง\nมะฝ่อ\nมะพร้าว\nมะพลับ\nมะพูด\nมะแพน\nมะแพร้ว\nมะเฟือง\nมะแฟน\nมะไฟ\nมะม่วง\nมะม่าว\nมะมี่\nมะมื่น\nมะมุด\nมะเมอ\nมะเมีย\nมะเมื่อย\nมะแม\nมะยง\nมะยม\nมะระ\nมะริด\nมะรืน\nมะรุม\nมะรุมมะตุ้ม\nมะเร็ง\nมะเรื่อง\nมะโรง\nมะลอกมะแลก\nมะละกอ\nมะลิ\nมะลื่น\nมะลืมดำ\nมะลุลี\nมะแว้ง\nมะสัง\nมะเส็ง\nมะหวด\nมะหะหมัด\nมะหาด\nมะหิ่ง\nมะเหงก\nมะอึก\nมะฮอกกานี\nมัก\nมักกะโรนี\nมักกะลีผล\nมักกะสัน\nมักขะ\nมั่กขั้ก\nมักขิกา\nมัค\nมัคคะ\nมัคคุเทศก์\nมัคนายก\nมัฆวาน\nมั่ง\nมังกง\nมังกร\nมังกุ\nมังคละ\nมังค่า\nมังคุด\nมังตาน\nมังสวิรัติ\nมังสะ\nมังสี\nมัจจะ\nมัจจุ\nมัจฉริยะ\nมัจฉรี\nมัจฉะ\nมัจฉา\nมัชชะ\nมัชวิรัติ\nมัชชาระ\nมัชฌันติกสมัย\nมัชฌิม\nมัชฌิมา\nมัญจา\nมัญชิษฐา\nมัญชุ\nมัญชุสา\nมัญชูสา\nมัญเชฏฐะ\nมัฏฐะ\nมัณฑนศิลป์\nมัณฑนา\nมัด\nมัตตะ\nมัตตัญญู\nมัตตา\nมัตติกา\nมัตถกะ\nมัตถลุงค์\nมัตสยะ\nมัตสยา\nมัตสระ\nมัตสริน\nมัททวะ\nมัทนะ\nมัทยะ\nมัธยฐาน\nมัธยม\nมัธยันห์\nมัธยัสถ์\nมัน\nมั่น\nมันตา\nมันถะ\nมันทิระ\nมันทิราลัย\nมับ\nมั้ม\nมัมมี่\nมัย\nมัลละ\nมัลลิกา\nมัว\nมัวซัว\nมั่ว\nมัศยา\nมัสตุ\nมัสตาร์ด\nมัสมั่น\nมัสยิด\nมัสรู่\nมัสลิน\nมัสสุ\nมา\nม้า\nมาก\nมาคสิระ\nมาฆบูชา\nมาฆะ\nม้าง\nมางสะ\nมาณพ\nมาณวิกา\nมาด\nมาดา\nมาตงค์\nมาตร\nมาตรา\nมาตฤ\nมาตังคะ\nมาตา\nมาตามหัยกะ\nมาตามหัยกา\nมาตามหัยยิกา\nมาติกะ\nมาติกา\nมาตุ\nมาตุจฉา\nมาตุรงค์\nมาตุเรศ\nมาตุละ\nมาตุลา\nมาตุลานี\nมาทะ\nมาธยมิก\nมาธยมิกะ\nมาธุระ\nมาธุสร\nมาธูระ\nมาน\nม่าน\nม้าน\nมานพ\nมานะ\nมานัต\nมานัส\nมานิต\nมานี\nมานุษ\nมานุษยวิทยา\nมาโนชญ์\nมาบ\nมาภา\nม้าม\nม่าย\nมายา\nมาร\nมาราธิราช\nมารค\nมารดร\nมารดา\nมารยา\nมารยาท\nมารศรี\nมารษา\nมาริต\nมารุต\nมาลย์\nมาลัย\nมาลา\nมาลาตี\nมาลาเรีย\nมาลินี\nมาลี\nมาลุต\nมาศ\nมาส\nมาสก\nมาห์\nม่าห์\nมาหิส\nม่าเหมี่ยว\nมาฬก\nมิ\nมิค\nมิคสัญญี\nมิ่ง\nมิจฉา\nมิด\nมิตร\nมิติ\nมิเตอร์\nมิถยา\nมิถุน\nมิถุนายน\nมิทธะ\nมินตรา\nมินตา\nมินหม้อ\nมิ่ม\nมิ้ม\nมิไย\nมิรันตี\nมิลลิกรัม\nมิลลิบาร์\nมิลลิเมตร\nมิลลิลิตร\nมิลักขะ\nมิลักขู\nมิส\nมิสกรี\nมิสกวัน\nมิสซา\nมี\nมี่\nมีด\nมีเทน\nมีน\nมีนาคม\nมี่สั้ว\nมึง\nมึน\nมืด\nมืน\nมื่น\nมือ\nมื้อ\nมุ\nมุก\nมุกดา\nมุกดาหาร\nมุกุระ\nมุข\nมุขเด็จ\nมุขยประโยค\nมุโขโลกนะ\nมุคคะ\nมุง\nมุ่ง\nมุ้ง\nมุจฉา\nมุจนะ\nมุจลินท์\nมุญจนะ\nมุญชะ\nมุฐิ\nมุณฑกะ\nมุณฑะ\nมุด\nมุตกิด\nมุตฆาต\nมุตตะ\nมุตตา\nมุตติ\nมุตะ\nมุติ\nมุททา\nมุทธชะ\nมุทธา\nมุทธาภิเษก\nมุทรา\nมุทริกา\nมุทะลุ\nมุทา\nมุทิกา\nมุทิงค์\nมุทิตา\nมุทุ\nมุทุตา\nมุ่น\nมุนิ\nมุนินทร์\nมุนี\nมุบ\nมุบมิบ\nมุม\nมุ้ม\nมุ่ย\nมุรธา\nมุรธาภิเษก\nมุสละ\nมุสลิม\nมุสา\nมุสิก\nมุหงิด\nมุหน่าย\nมุหุต\nมุฮัมมัด\nมูก\nมูเซอ\nมูตร\nมู่ทู่\nมูน\nมูมมาม\nมูรติ\nมูรธา\nมูรธาภิเษก\nมูล\nมูละ\nมูลา\nมูลิกากร\nมู่ลี่\nมู่เล่\nมูสัง\nมูสิก\nมูสิกะ\nมูสิกทันต์\nเม\nเม็ก\nเมกะเฮิรตซ์\nเมขลา\nเมฆ\nเมฆา\nเมฆินทร์\nเมฆี\nเม็ง\nเม็ด\nเมตตา\nเมตไตรย\nเมตร\nเมตริก\nเมตริกตัน\nเมถุน\nเมท\nเมโท\nเมทนี\nเมทินี\nเมทนีดล\nเมทานอล\nเมทิลแอลกอฮอล์\nเมธ\nเมธา\nเมธาวี\nเมธี\nเมน\nเม่น\nเม้น\nเมนเดลีเวียม\nเมนทอล\nเม้ม\nเมรัย\nเมริเดียน\nเมรุ\nเมล์\nเมล็ด\nเมลือง\nเมษ\nเมษายน\nเมห์\nเมหนะ\nเมหะ\nเมะ\nเมา\nเม่า\nเม้า\nเมารี\nเมาลี\nเมาฬี\nเมาะ\nเมิง\nเมิน\nเมิล\nเมีย\nเมียง\nเมี่ยง\nเมี้ยน\nเมือ\nเมื้อ\nเมื่อ\nเมือก\nเมือง\nเมือบ\nเมื่อย\nแม่\nแม้\nแมก\nแมกนีเซียม\nแมง\nแมงกะพรุน\nแมงกานิน\nแมงกานีส\nแมงคา\nแมงคาเรือง\nแมงช้าง\nแมงดา\nแมงลัก\nแม่ตะงาว\nแมน\nแม่น\nแม้น\nแมลง\nแมลบ\nแมว\nแม้ว\nแมะ\nโม\nโม่\nโม้\nโมก\nโมกข์\nโมกษะ\nโมฆกรรม\nโมฆสัญญา\nโมฆะ\nโมฆียกรรม\nโมฆียะ\nโมง\nโม่ง\nโมงครุ่ม\nโมทนา\nโมโนแซ็กคาไรด์\nโมไนย\nโมเม\nโมเมนต์\nโมเย\nโมรา\nโมรี\nโมเรส\nโมลิบดีนัม\nโมลี\nโมเลกุล\nโมเสก\nโมเสส\nโม่ห์\nโมหะ\nโมหันธ์\nโมหาคติ\nโมโห\nไม่\nไม้\nไมกา\nไมครอน\nไมโครกรัม\nไมโครฟิล์ม\nไมโครโฟน\nไมโครมิเตอร์\nไมโครเมตร\nไมโครลิตร\nไมโครเวฟ\nไมตรี\nไมยราบ\nไมล์\nยก\nยกกระบัตร\nยกนะ\nยง\nยงโย่\nยชุรเวท\nยติ\nยติภังค์\nยถากรรม\nยถาภูตญาณ\nย่น\nยนต์\nยนตร์\nยม\nยมก\nยมโดย\nยมนา\nยมล\nยมะ\nยรรยง\nยล\nยวง\nยวด\nยวน\nยวบ\nย้วย\nยวรยาตร\nยศ\nยโส\nยอ\nย่อ\nยอก\nย็อกแย็ก\nยอง\nย่อง\nย้อง\nยอด\nยอน\nย้อน\nยอบ\nยอม\nย่อม\nย้อม\nย่อย\nย้อย\nย้อแย้\nยะ\nย่ะ\nยะยอบ\nยะยับ\nยัก\nยักข์\nยักขินี\nยักษ์\nยักษา\nยักษิณี\nยักษี\nยัง\nยั้ง\nยั่งยืน\nยัชโญปวีต\nยัญ\nยัญญะ\nยัด\nยัติภังค์\nยัน\nยั่น\nยันต์\nยันตร\nยันตร์\nยันตรกรรม\nยั่นตะนี\nยับ\nยั่ว\nยั้ว\nยั้วเยี้ย\nยัวรยาตร\nยัวะ\nยัษฏิ\nยา\nย่า\nยาก\nยาคุ\nยาคู\nยาง\nย่าง\nยางพารา\nยาจก\nยาจนา\nยาไฉน\nยาด\nยาดา\nยาตร\nยาตรา\nยาน\nย่าน\nย่านพาโหม\nยานมาศ\nยานุมาศ\nยานี\nยาม\nย่าม\nยามะ\nยามักการ\nยามา\nยาย\nย้าย\nยายี\nยาว\nย้าว\nยาวกาลิก\nยาวชีวิก\nยาสูบ\nย่าหยา\nยาหยี\nยำ\nย่ำ\nย้ำ\nยำเยีย\nยิก\nยิง\nยิ่ง\nยิฏฐะ\nยิน\nยิบ\nยิบหยี\nยิปซัม\nยิปซี\nยิ้ม\nยิมนาสติก\nยิหวา\nยี\nยี่\nยี้\nยี่ก่า\nยี่เก\nยี่เข่ง\nยี่โถ\nยีน\nยี่โป้\nยี่ภู่\nยีราฟ\nยี่สก\nยี่สง\nยี่สน\nยี่สาน\nยี่สุ่น\nยี่หระ\nยี่หร่า\nยี่ห้อ\nยี่หุบ\nยึกยัก\nยึกยือ\nยึด\nยืด\nยืน\nยื่น\nยืม\nยื้อ\nยุ\nยุกกระบัตร\nยุกดิ\nยุกติ\nยุกติธรรม\nยุกต์\nยุค\nยุคนธร\nยุคล\nยุคันต์\nยุคันธร\nยุคุนธร\nยุง\nยุ่ง\nยุ้ง\nยุด\nยุต\nยุติ\nยุทธ\nยุทธ์\nยุทธนา\nยุทโธปกรณ์\nยุบ\nยุ่บ\nยุ่บยั่บ\nยุบล\nยุพดี\nยุพเรศ\nยุพา\nยุพาน\nยุพาพาล\nยุพาพิน\nยุ่มย่าม\nยุ่ย\nยุ้ย\nยุรยาตร\nยูรยาตร\nยุวชน\nยุวดี\nยุวราช\nยุวา\nยุวาน\nยู\nยู่\nยูง\nยูโด\nยูถะ\nยูถิกา\nยูริก\nยูเรนัส\nยูเรเนียม\nยูโรเพียม\nเย\nเย้\nเยง\nเยซู\nเย็ด\nเย็น\nเย็นตาโฟ\nเย็นเตาโฟ\nเย็บ\nเย้ย\nเยอ\nเย่อ\nเยอรมัน\nเยอว\nเย่อหยิ่ง\nเยอะ\nเยอะแยะ\nเยา\nเย้า\nเยาว์\nเยาวชน\nเยาวมาลย์\nเยาวยอด\nเยาวราช\nเยาวเรศ\nเยาวลักษณ์\nเยาวพา\nเยาวพาณี\nเยาวพาน\nเยาะ\nเยิง\nเยิน\nเยิ่น\nเยิ่นเย้อ\nเยินยอ\nเยิบ\nเยิบยาบ\nเยิ้ม\nเยีย\nเยี่ยง\nเยี่ยงอย่าง\nเยียงผา\nเยียดยัด\nเยียน\nเยียบ\nเยี่ยม\nเยียรบับ\nเยียรยง\nเยียว\nเยี่ยว\nเยียวยา\nเยือ\nเยื่อ\nเยื้อ\nเยือก\nเยือง\nเยื่อง\nเยื้อง\nเยือน\nเยื้อน\nแย่\nแย้\nแยก\nแยง\nแย่ง\nแย้ง\nแยงแย่\nแยงแย้\nแยบ\nแย็บ\nแยม\nแย้ม\nแยแส\nแยะ\nโย\nโย้\nโยก\nโยกเยก\nโยคาพจร\nโยคาวจร\nโยคเกณฑ์\nโยคยะ\nโยคะ\nโยคิน\nโยคี\nโยง\nโย่ง\nโย่งเย่ง\nโยงโย่\nโยชน์\nโยชนา\nโยถิกะ\nโยทะกา\nโยธวาทิต\nโยธา\nโยธิน\nโยน\nโยนก\nโยนิโส\nโยนี\nโยม\nโยโส\nใย\nไย\nไย่\nไยดี\nไยไพ\nรก\nรง\nรงค์\nรงควัตถุ\nรงรอง\nรจนา\nรจเรข\nรจเลข\nรจิต\nรชตะ\nรชนิ\nรชนี\nรชะ\nรณรงค์\nรด\nรดี\nรตนะ\nรตะ\nรติ\nรถ\nรน\nร่น\nรบ\nรบาญ\nรพี\nรม\nร่ม\nรมณี\nรมณีย์\nรมณียสถาน\nรมย์\nรมเยศ\nรยางค์\nรวก\nรวง\nร่วง\nรวด\nรวน\nรวนเร\nร่วน\nรวบ\nรวม\nร่วม\nรวย\nรวิ\nรวิวาร\nรวี\nรศนา\nรส\nรสนา\nรสสุคนธ์\nรสายนเวท\nรสิก\nรหัท\nรหัส\nรโห\nรโหฐาน\nรอ\nร่อ\nรอก\nรอง\nร่อง\nร้อง\nรองเง็ง\nร่องแร่ง\nรอด\nรอน\nร่อน\nร้อน\nรอบ\nรอบคอบ\nรอม\nรอมชอม\nรอมร่อ\nรอย\nร่อย\nร้อย\nร่อแร่\nระ\nระกะ\nระกา\nระกำ\nระเกะระกะ\nระคน\nระคาง\nระคาย\nระแคะ\nระฆัง\nระงม\nระงับ\nระแง้\nระโงกหิน\nระชวย\nระดม\nระดะ\nระดับ\nระดา\nระด่าว\nระดู\nระเด่น\nระเดียง\nระแด\nระตู\nระทก\nระทด\nระทม\nระทวย\nระทา\nระทึก\nระแทะ\nระนาด\nระนาบ\nระนาม\nระนาว\nระเนน\nระเนระนาด\nระเนียด\nระแนง\nระแนะ\nระบบ\nระบม\nระบอบ\nระบัด\nระบับ\nระบาด\nระบาย\nระบำ\nระบิล\nระบือ\nระบุ\nระเบง\nระเบ็ง\nระเบิด\nระเบียง\nระเบียน\nระเบียบ\nระแบบ\nระมัดระวัง\nระมาด\nระเมียร\nระย่อ\nระย่อม\nระยะ\nระยั้ง\nระยับ\nระย้า\nระยาบ\nระยำ\nระยิบระยับ\nระโยง\nระโยงระยาง\nระรวย\nระรอง\nระร่อน\nระรัว\nระราน\nระร่าย\nระริก\nระรี่\nระรึง\nระรื่น\nระรื้น\nระเร้ง\nระเริง\nระเรียง\nระเรื่อย\nระแรง\nระลวง\nระลอก\nระลึก\nระวัง\nระวาง\nระวาย\nระวิง\nระแวง\nระแวดระวัง\nระไว\nระส่ำระสาย\nระหกระเหิน\nระหง\nระหวย\nระหว่าง\nระหองระแหง\nระหัด\nระหาย\nระเห็จ\nระเหย\nระเหระหน\nระเหหน\nระเหิด\nระเหินระหก\nระแหง\nระโหย\nระอา\nระอิดระอา\nระอุ\nรัก\nรักข์\nรักขิต\nรักตะ\nรักบี้\nรักเร่\nรักแร้\nรักษ์\nรักษา\nรัง\nรั้ง\nรังเกียจ\nรังแก\nรังค์\nรังควาน\nรังแค\nรังรอง\nรังวัด\nรังสิ\nรังสี\nรังสิมันตุ์\nรังสิมา\nรัจฉา\nรัช\nรัชชูปการ\nรัชมังคลาภิเษก\nรัชชุ\nรัชฎาภิเษก\nรัชดาภิเษก\nรัชนะ\nรัชนี\nรัญจวน\nรัฏฐาภิปาลโนบาย\nรัฐ\nรัฐประศาสโนบาย\nรัฐประศาสนศาสตร์\nรัด\nรัต\nรัตกัมพล\nรัตมณี\nรัตคน\nรัตจันทน์\nรัตตัญญู\nรัตติ\nรัตน์\nรัตนะ\nรัตนโกสินทร์\nรัตนโกสินทรศก\nรัตนชาติ\nรัตนตรัย\nรัตนบัลลังก์\nรัตนวราภรณ์\nรัตนสิงหาสน์\nรัตนา\nรัตนากร\nรัตนาภรณ์\nรัตนาวลี\nรัตมา\nรัถ\nรัถยา\nรัทเทอร์ฟอร์เดียม\nรัน\nรั้น\nรันทด\nรันทวย\nรับ\nรัมณียสถาน\nรัมภา\nรัมมี่\nรัมย์\nรัย\nรัว\nรั่ว\nรั้ว\nรัศมิมัต\nรัศมิมาน\nรัศมี\nรัษฎากร\nรัสเซีย\nรัสสะ\nรัสสระ\nรา\nร่า\nร้า\nราก\nรากษส\nรากสาด\nราคะ\nราคจริต\nราคา\nราคิน\nราคี\nราง\nร่าง\nร้าง\nรางจืด\nรางชาง\nรางวัล\nราช\nราชกิจจานุเบกษา\nราชนิกุล\nราชวโรงการ\nราชญี\nราชดัด\nราชพฤกษ์\nราชมาณพ\nราชมาษ\nราชมาส\nราชย์\nราชสีห์\nราชะ\nราชัน\nราชันย์\nราชัย\nราชา\nราชาธิปไตย\nราชาธิราช\nราชาภิเษก\nราชายตนะ\nราชาวดี\nราชี\nราชินิกุล\nราชินีกุล\nราชินี\nราชินูปถัมภ์\nราชูปถัมภ์\nราชูปโภค\nราเชน\nราเชนทร์\nราเชนทรยาน\nราโชวาท\nราไชศวรรย์\nราญ\nราญรอน\nราด\nราต\nราตร\nราตรี\nราน\nร่าน\nร้าน\nราบ\nราพณ์\nราพณาสูร\nราม\nรามเกียรติ์\nรามสูร\nรามัญ\nรามา\nราย\nร่าย\nร้าย\nราว\nร้าว\nราวี\nราศี\nราษฎร\nราษฎร์\nราษตรี\nราษราตรี\nราหุ\nราหู\nรำ\nร่ำ\nรำคาญ\nรำงับ\nรำจวน\nรำบาญ\nรำพัน\nรำพาย\nรำพึง\nรำเพย\nรำไพ\nรำมะนา\nรำมะนาด\nรำมะร่อ\nร่ำรวย\nร่ำร่ำ\nรำไร\nรำลึก\nรำหัด\nรำหัส\nริ\nริก\nริดสีดวง\nริน\nริ้น\nริบ\nริบบิ้น\nริบรี่\nริบหรี่\nริปุ\nริปู\nริม\nริ้ว\nริษยา\nรี\nรี่\nรี้พล\nรีด\nรีดักชัน\nรีต\nรีเนียม\nรีบ\nรีม\nรีรอ\nรี้ริก\nรึง\nรึ้ง\nรื่น\nรื้น\nรื้อ\nรุ\nรุก\nรุกข์\nรุกขชาติ\nรุกขเทวดา\nรุกขมูล\nรุกขา\nรุกรุย\nรุ่ง\nรุ้ง\nรุงรัง\nรุ่งริ่ง\nรุจ\nรุจา\nรุจนะ\nรุจิ\nรุจี\nรุจิระ\nรุจิรา\nรุด\nรุต\nรุทธ์\nรุทระ\nรุธิร\nรุธิระ\nรุเธียร\nรุน\nรุ่น\nรุบรู่\nรุม\nรุ่ม\nรุ่มร่าม\nรุย\nรุ่ย\nรุรุ\nรุหะ\nรู\nรู่\nรู้\nรูจี\nรูด\nรูทีเนียม\nรูบิเดียม\nรูป\nรูปิยะ\nรูปี\nรูเล็ตต์\nเร่\nเรข\nเรขา\nเรขาคณิต\nเร็ง\nเร่ง\nเร้ง\nเรณุ\nเรณู\nเรดอน\nเรดาร์\nเรเดียม\nเร้น\nเรรวน\nเรไร\nเร็ว\nเร่ว\nเรวดี\nเรอ\nเร่อ\nเรา\nเร่า\nเร้า\nเราะ\nเริง\nเริด\nเริม\nเริ่ม\nเริ้ม\nเริศร้าง\nเรี่ย\nเรี้ย\nเรียก\nเรียง\nเรียด\nเรียน\nเรียบ\nเรียม\nเรี่ยม\nเรียว\nเรี่ยว\nเรี้ยวรก\nเรือ\nเรื่อ\nเรื้อ\nเรือก\nเรือง\nเรื่อง\nเรื้อง\nเรืองรอง\nเรือด\nเรือน\nเรื้อน\nเรื่อย\nแร\nแร่\nแรก\nแร็กเกต\nแรง\nแร่ง\nแร้ง\nแรด\nแร้นแค้น\nแรม\nแร้ว\nแระ\nโร\nโร่\nโรค\nโรคา\nโรคาพาธ\nโรง\nโรจ\nโรจน์\nโรเดียม\nโรตี\nโรท\nโรธ\nโรม\nโรมัน\nโรเมอร์\nโรย\nโรเร\nโรหิณี\nโรหิต\nไร\nไร่\nไร้\nไรย์\nฤกษ์\nฤกษณะ\nฤคเวท\nฤชา\nฤชุ\nฤณ\nฤดี\nฤดียา\nฤดู\nฤต\nฤติยา\nฤตุ\nฤทธา\nฤทธิ์\nฤทัย\nฤษภ\nฤษยา\nฤษี\nฤๅ\nฤๅดี\nฤๅทัย\nฤๅษี\nฤๅสาย\nลก\nล่ก\nลฆุ\nลง\nล่ง\nลงกา\nล้งเล้ง\nลด\nลดา\nลดาวัลย์\nลน\nล้น\nลบ\nลบอง\nลพ\nลพุช\nลม\nล่ม\nล้ม\nลมาด\nลรรลุง\nลลนา\nลลิต\nลวก\nลวง\nล่วง\nล้วง\nลวณะ\nลวด\nล้วน\nลวนลาม\nลวนะ\nล่วม\nลวะ\nลวิตร\nลหุ\nลหุกาบัติ\nล่อ\nล้อ\nลอก\nล็อก\nล็อกเกต\nลอกแลก\nลอการิทึม\nลอง\nล่อง\nลองกอง\nลองจิจูด\nลองไน\nลอด\nลอตเตอรี่\nลอน\nล่อน\nลอบ\nลอม\nล้อม\nลอมชอม\nลอมพอก\nลอย\nล่อย\nล่อแล่\nลอว์เรนเซียม\nลออ\nละ\nล่ะ\nละคร\nละติจูด\nละบม\nละบอง\nละบือ\nละเบ็ง\nละโบม\nละม่อม\nละมั่ง\nละมาน\nละม้าย\nละมุ\nละมุด\nละมุน\nละเมอ\nละเมาะ\nละเมิด\nละเมียด\nละแมะ\nละโมก\nละโมบ\nละไม\nละลวย\nละลอก\nละล้า\nละล้าละลัง\nละลาน\nละลาบละล้วง\nละลาย\nละล้าว\nละล่ำละลัก\nละลิบ\nละลุม\nละเลง\nละเล้า\nละเลาะ\nละเลิง\nละเลียด\nละเลียบ\nละไล้\nละว้า\nละวาด\nละเวง\nละแวก\nละโว้\nละหมาด\nละห้อย\nละหาน\nละหาร\nละหุ่ง\nละเหย\nละเหี่ย\nละอง\nละออง\nละอาย\nละเอียด\nละแอน\nลัก\nลักขณะ\nลักขณา\nลักขะ\nลักขี\nลักจั่น\nลักปิดลักเปิด\nลักษณ์\nลักษณนาม\nลักษณะ\nลักษณาการ\nลักษมณ์\nลักษมาณา\nลักษมี\nลักษะ\nลัคคะ\nลัคน์\nลัคนา\nลัง\nลั่ง\nลังกา\nลังคี\nลังถึง\nลังลอง\nลังเล\nลังสาด\nลัชชา\nลัชชี\nลัญจ์\nลัญจกร\nลัญฉกร\nลัญฉน์\nลัฐิ\nลัฐิกา\nลัด\nลัดา\nลัทธ์\nลัทธิ\nลัน\nลั่น\nลันเต\nลันเตา\nลันไต\nลั่นทม\nลันโทม\nลับ\nลัพธ์\nลัพธิ\nลัภ\nลัภนะ\nลัภย์\nลัมพ์\nลัย\nลา\nล่า\nล้า\nลาก\nลาง\nล่าง\nล้าง\nลางลิง\nลางสาด\nลาช\nลาชะ\nลาชา\nลาญ\nลาด\nลาดเลา\nล้าต้า\nล่าเตียง\nลาน\nล่าน\nล้าน\nลาบ\nลาพอน\nลาภ\nลาม\nล่าม\nลามก\nลาย\nล้าย\nลายสือ\nลาลา\nลาว\nลาวัณย์\nลาวา\nลำ\nล่ำ\nล้ำ\nลำเข็ญ\nลำแข\nลำเค็ญ\nลำเจียก\nลำดวน\nลำดับ\nลำเนา\nลำบอง\nลำบาก\nลำปำ\nลำพวน\nลำพอง\nลำพัง\nลำพู\nลำเพ็ญ\nลำเพา\nลำแพน\nลำโพง\nลำไพ่\nลำภุขัน\nลำมะลอก\nลำยอง\nลำไย\nลำลอง\nล่ำลา\nลำลาบ\nลำลึก\nลำเลาะ\nลำเลิก\nลำเลียง\nลำเวียง\nลำเอียก\nลำเอียง\nลิ\nลิกขา\nลิกไนต์\nลิกู\nลิเก\nลิขนะ\nลิขสิทธิ์\nลิขิต\nลิง\nลิงค์\nลิด\nลิต\nลิตมัส\nลิตร\nลิเทียม\nลิ่น\nลิ้น\nลินจง\nลิ้นจี่\nลินลา\nลินสีด\nลิ่นฮื้อ\nลินิน\nลิบ\nลิปดา\nลิปสติก\nลิปิ\nลิฟต์\nลิเภา\nลิ่ม\nลิ้ม\nลิมป์\nลิมปนะ\nลิลิต\nลิว\nลิ่ว\nลิสง\nลี\nลี่\nลี้\nลีซอ\nลีบ\nลีลา\nลีลาศ\nลีฬหา\nลึก\nลึงค์\nลืด\nลื่น\nลื้น\nลืบ\nลืม\nลือ\nลื่อ\nลื้อ\nลุ\nลุก\nลุง\nลุ้ง\nลุ่น\nลุ้น\nลุพธ์\nลุ่ม\nลุมพี\nลุมพู\nลุย\nลุ่ย\nลุ้ย\nลู่\nลูก\nลูกระมาศ\nลูกเอ็น\nลูขะ\nลูทีเชียม\nลูบ\nเลก\nเล็ก\nเลข\nเลขา\nเลขาธิการ\nเลขานุการ\nเล็ง\nเล้ง\nเล่งฮื้อ\nเลเซอร์\nเลฑฑุ\nเลณฑุ\nเลณะ\nเล็ด\nเลน\nเล็น\nเล่น\nเลนส์\nเล็บ\nเลบง\nเลปกร\nเลปน์\nเลเป\nเลเพ\nเล็ม\nเล่ม\nเลย\nเลว\nเลวง\nเลวูโลส\nเลศ\nเลษฏุ\nเล่ห์\nเล่ห์กระเท่ห์\nเลหลัง\nเลหะ\nเลอ\nเล่อ\nเลอะ\nเลอะเทอะ\nเละ\nเละเทะ\nเลา\nเล่า\nเล้า\nเลากัย\nเล้าโลม\nเลาะ\nเลิก\nเลิ่กลั่ก\nเลิง\nเลิ้ง\nเลินเล่อ\nเลิศ\nเลีย\nเลียง\nเลี่ยง\nเลี้ยง\nเลียงผา\nเลียงฝ้าย\nเลียงมัน\nเลียน\nเลี่ยน\nเลียนไฟ\nเลียบ\nเลี่ยม\nเลียว\nเลี้ยว\nเลือก\nเลือง\nเลื่อง\nเลือด\nเลือน\nเลื่อน\nเลื่อม\nเลื่อย\nเลื้อย\nเลื่อยล้า\nแล\nแล่\nแล้\nแลก\nแล็กเกอร์\nแล็กโทส\nแลง\nแล่ง\nแล้ง\nแลน\nแล่น\nแลนทานัม\nแลบ\nแล้ว\nและ\nโล่\nโล้\nโลก\nโลกเชษฐ์\nโลกธรรม\nโลกธาตุ\nโลกนาถ\nโลกบาล\nโลกย์\nโลกัย\nโลกวัชชะ\nโลกวิทู\nโลกัตถจริยา\nโลกันตร์\nโลกา\nโลกาธิบดี\nโลกาธิปไตย\nโลกานุวัตร\nโลกาภิวัตน์\nโลกามิส\nโลกายัต\nโลกาวินาศ\nโลกิยะ\nโลกีย์\nโลกียวัตร\nโลกียวิสัย\nโลกียสุข\nโลกุตระ\nโลกุตรธรรม\nโลกุตรภูมิ\nโลง\nโล่ง\nโล้ง\nโล่งโจ้ง\nโล่งโต้ง\nโล้งโต้ง\nโลจนะ\nโลณะ\nโลด\nโล่ติ๊น\nโลโต\nโลท\nโลน\nโล้น\nโลภ\nโลม\nโลมเล้า\nโลมะ\nโลมา\nโลลุป\nโลเล\nโลโล\nโลโล้\nโลหะ\nโลหกุมภี\nโลหัช\nโลหิต\nไล่\nไล้\nไลย\nไลลา\nไล่เลี่ย\nฦๅ\nฦๅชา\nฦๅสาย\nวก\nวง\nวงก์\nวงกต\nวงศ์\nวงศกร\nวงศา\nวงษ์\nวจนะ\nวจี\nวชิระ\nวชิรปาณี\nวชิรหัตถ์\nวชิราวุธ\nวฏะ\nวฏาการ\nวณิช\nวณิชชา\nวณิชย์\nวณิชยา\nวณิพก\nวดี\nวทนะ\nวทัญญุตา\nวทัญญู\nวธุกา\nวธู\nวน\nวนศาสตร์\nวนสณฑ์\nวนสัณฑ์\nวนอุทยาน\nวนัส\nวนัสบดี\nวนา\nวนาดร\nวนาดอน\nวนานต์\nวนาลัย\nวนาลี\nวนาวาส\nวนาศรม\nวนาสณฑ์\nวนาสัณฑ์\nวนิดา\nวนิพก\nวเนจร\nวโนทยาน\nวยัคฆ์\nวยากรณ์\nวรดนู\nวรทาน\nวรมหาวิหาร\nวรงค์\nวรณะ\nวรรค\nวรรคย์\nวรรช\nวรรชย์\nวรรณะ\nวรรณกรรม\nวรรณคดี\nวรรณยุกต์\nวรรณยุต\nวรรณศิลป์\nวรรณนา\nวรรณพฤติ\nวรรณึก\nวรรธกะ\nวรรธนะ\nวรรษ\nวรรษา\nวรวิหาร\nวรัญญู\nวรางคณา\nวรางคนา\nวราห์\nวราหะ\nวรุณ\nวโรดม\nวฤก\nวลัช\nวลัญช์\nวลัญชน์\nวลัย\nวลาหก\nวลี\nวศค\nวศะ\nวศิน\nวสนะ\nวสภะ\nวสละ\nวสวัดดี\nวสวัตตี\nวสะ\nวสันต์\nวสันตดิลก\nวสันตฤดู\nวสันตวิษุวัต\nวสา\nวสี\nวสุ\nวสุธา\nวสุนธรา\nวสุมดี\nวหะ\nวอ\nวอก\nวอกแวก\nว่องไว\nวอด\nวอน\nว่อน\nว็อบ\nวอมแวม\nวอลเลย์บอล\nวอแว\nวะ\nวัก\nวักกะ\nวัคคีย์\nวัคคุ\nวัคซีน\nวัง\nวังก์\nวังชา\nวังเวง\nวังศะ\nวังสะ\nวัจจะ\nวัจกุฎี\nวัจฉละ\nวัจน์\nวัช\nวัชชะ\nวัชพืช\nวัชฌ์\nวัชระ\nวัชรปาณี\nวัชรยาน\nวัชรอาสน์\nวัชราสน์\nวัชรินทร์\nวัชรี\nวัชเรนทร์\nวัฏ\nวัฏฏะ\nวัฏจักร\nวัฏทุกข์\nวัฏสงสาร\nวัฏกะ\nวัฏฏิ\nวัฒกะ\nวัฒกี\nวัฒนธรรม\nวัฒนะ\nวัฒนา\nวัณ\nวัณโรค\nวัณฏ์\nวัณณะ\nวัณนา\nวัด\nวัต\nวัตต์\nวัตตา\nวัตถ์\nวัตถาภรณ์\nวัตถาลังการ\nวัตถุ\nวัตนะ\nวัตร\nวัตสดร\nวัตสะ\nวัติ\nวัทน์\nวัน\nวันต์\nวันทนา\nวันทนาการ\nวันทนีย์\nวันทยหัตถ์\nวันทยาวุธ\nวันทา\nวันทิ\nวับ\nวับวาบ\nวับวาม\nวับแวบ\nวับแวม\nวัปปะ\nวัมมิกะ\nวัย\nวัลก์\nวัลคุ\nวัลย์\nวัลลภ\nวัลลี\nวัว\nวัสสะ\nวัสโสทก\nวัสดุ\nวัสตร์\nวัสน์\nวัสนะ\nวัสสานะ\nวัสสานฤดู\nวา\nว่า\nว้า\nว้าเหว่\nวาก\nว้าก\nวากยสัมพันธ์\nวากยะ\nวาง\nว่าง\nว้าง\nวาจก\nวาจา\nวาจาไปยะ\nวาจาล\nวาชเปยะ\nวาณิช\nวาณิชกะ\nวาณิชย์\nวาณี\nวาด\nวาต\nวาตะ\nวาตภัย\nวาท\nวาทศาสตร์\nวาทศิลป์\nวาทกะ\nวาทนะ\nวาทย์\nวาทยกร\nวาทิต\nวาทิน\nวาที\nวาน\nวานซืน\nว่าน\nวานร\nวานรินทร์\nวาเนเดียม\nวาบ\nวาปี\nวาม\nวามน\nวามนาวตาร\nวามะ\nวาย\nว่าย\nว้าย\nวายะ\nวาโย\nวายามะ\nวายุ\nวายุกูล\nวาร\nวาระ\nวารสาร\nวารสารศาสตร์\nวาริ\nวารี\nวาริช\nวารีช\nวาริท\nวาริธร\nวารุณ\nวารุณี\nวาล\nวาลวีชนี\nวาล์ว\nวาลิกา\nวาลุกา\nวาว\nว่าว\nว้าว่อน\nว้าวุ่น\nวาสนะ\nวาสนา\nวาสพ\nวาสะ\nวาสิน\nวาสี\nวาสุกรี\nวาสุกี\nวาสุเทพ\nวาหนะ\nวาหะ\nวาหินี\nวาฬ\nวิกขัมภ์\nวิกขัมภนะ\nวิกเขป\nวิกรม\nวิกรัย\nวิกรานต์\nวิกฤต\nวิกฤติ\nวิกล\nวิกสิต\nวิกัต\nวิกัติ\nวิกัติการก\nวิกัป\nวิกัย\nวิการ\nวิกาล\nวิกาลโภชน์\nวิคหะ\nวิเคราะห์\nวิฆเนศ\nวิฆเนศวร\nวิฆาต\nวิง\nวิ่ง\nวิ่งเปี้ยว\nวิงวอน\nวิจฉิกะ\nวิจล\nวิจักขณ์\nวิจักษ์\nวิจักษณ์\nวิจัย\nวิจาร\nวิจารณ์\nวิจารณญาณ\nวิจิ\nวิจิกิจฉา\nวิจิต\nวิจิตร\nวิจิน\nวิจุณ\nวิจุรณ\nวิชชา\nวิชชุ\nวิชชุดา\nวิชชุตา\nวิชชุลดา\nวิชญะ\nวิชน\nวิชนี\nวิชย\nวิชัย\nวิชา\nวิชานนะ\nวิชิต\nวิเชียร\nวิญญัตติ\nวิญญาณ\nวิญญาณกทรัพย์\nวิญญู\nวิฑูรย์\nวิด\nวิตก\nวิตถาร\nวิตามิน\nวิถี\nวิทธะ\nวิทยฐานะ\nวิทยา\nวิทยาคม\nวิทยาคาร\nวิทยาลัย\nวิทยุ\nวิทยุต\nวิทวัส\nวิทัตถิ\nวิทัศน์\nวิทารณ์\nวิทิต\nวิทู\nวิทูร\nวิเทศ\nวิเทโศบาย\nวิธ\nวิธวา\nวิธาน\nวิธี\nวิธุระ\nวิธู\nวิธูปนะ\nวิ่น\nวินตกะ\nวินัย\nวินาที\nวินายก\nวินาศ\nวินิจ\nวินิจฉัย\nวินิต\nวินิบาต\nวินิปาติก\nวิเนต\nวิบัติ\nวิบาก\nวิบุล\nวิบุลย์\nวิบูล\nวิบูลย์\nวิปการ\nวิปฏิสาร\nวิปโยค\nวิประโยค\nวิปริต\nวิปลาส\nวิปวาส\nวิปักษ์\nวิปัสสก\nวิปัสสนา\nวิปัสสนายานิก\nวิพากษ์\nวิพิธทัศนา\nวิพุธ\nวิภว\nวิภวตัณหา\nวิภังค์\nวิภัช\nวิภัตติ\nวิภา\nวิภาค\nวิภาช\nวิภาดา\nวิภาวี\nวิภาษ\nวิภาส\nวิภู\nวิภูษณะ\nวิภูษา\nวิภูษิต\nวิมน\nวิมล\nวิมลัก\nวิมังสา\nวิมัติ\nวิมาน\nวิมุข\nวิมุต\nวิมุตติ\nวิเมลือง\nวิโมกข์\nวิโยค\nวิระ\nวิรงรอง\nวิรังรอง\nวิรัช\nวิรัต\nวิรัติ\nวิราคะ\nวิราม\nวิริยภาพ\nวิริยะ\nวิรุธ\nวิรุฬห์\nวิรุฬหก\nวิรูป\nวิรูปักษ์\nวิเรนทร์\nวิโรจ\nวิโรจน์\nวิโรฒ\nวิโรธ\nวิลันดา\nวิลัย\nวิลาด\nวิลาศ\nวิลาป\nวิลาวัณย์\nวิลาส\nวิลาสินี\nวิลิปดา\nวิลิศมาหรา\nวิเลป\nวิเลปนะ\nวิโลกนะ\nวิโลม\nวิไล\nวิไลวรรณ\nวิวรณ์\nวิวรรธน์\nวิวัฏ\nวิวัฒน์\nวิวัฒนาการ\nวิวัน\nวิวาท\nวิวาห์\nวิวาหมงคล\nวิวาหะ\nวิวิต\nวิวิธ\nวิเวก\nวิศรุต\nวิศว\nวิศวกร\nวิศวกรรม\nวิศวกรรมศาสตร์\nวิศัลย์\nวิศาขบูชา\nวิศาขา\nวิศาล\nวิศิษฏ์\nวิศุทธ์\nวิศุทธิ์\nวิเศษ\nวิเศษณ์\nวิษณุ\nวิษณุกรรม\nวิษธร\nวิษัย\nวิษาณ\nวิษุวัต\nวิสกี้\nวิสรรชนีย์\nวิสฤต\nวิสสุกรรม\nวิสัชนา\nวิสัญญี\nวิสัย\nวิสัยทัศน์\nวิสาขบูชา\nวิสาขะ\nวิสาขา\nวิสามัญ\nวิสามานยนาม\nวิสาร\nวิสารทะ\nวิสาล\nวิสาสะ\nวิสาหกิจ\nวิสิฐ\nวิสุงคามสีมา\nวิสุทธ์\nวิสุทธิ์\nวิสูตร\nวิเสท\nวิหค\nวิหลั่น\nวิหาร\nวิหิงสา\nวิเหสา\nวิฬาร\nวิฬาร์\nวี\nวีจิ\nวีชนี\nวีณา\nวี้ด\nวีรกรรม\nวีรชน\nวีรบุรุษ\nวีรสตรี\nวี่วัน\nวี่แวว\nวีสะ\nวุ้ง\nวุฐิ\nวุฒ\nวุฒิ\nวุด\nวุ่น\nวุ้น\nวุบ\nวุ้ย\nวุลแฟรม\nวู้\nวูดวาด\nวูบ\nวู่วาม\nเว้\nเวค\nเวคิน\nเวคี\nเวจ\nเวช\nเวชยันต์\nเวฐน์\nเวณิ\nเวณิก\nเวณุ\nเวตน์\nเวตร\nเวตาล\nเวท\nเวทคู\nเวทนา\nเวทย์\nเวทัลละ\nเวทางค์\nเวทางคศาสตร์\nเวทานต์\nเวทานตะ\nเวทิ\nเวที\nเวธะ\nเวน\nเว้น\nเวนไตย\nเวไนย\nเวมัต\nเว้ย\nเวยยากรณะ\nเวร\nเวรมณี\nเวรี\nเวโรจน์\nเวลา\nเวเลนซี\nเวศม์\nเวศย์\nเวศยา\nเวสน์\nเวสภู\nเวสม์\nเวสวัณ\nเวสสะ\nเวสสันดร\nเวสสุกรรม\nเวสสุวัณ\nเวสารัช\nเวสิยา\nเวหน\nเวหะ\nเวหา\nเวหาส\nเวฬุ\nเวฬุริยะ\nเว่อ\nเว้า\nเวิก\nเวิ้ง\nเวี่ย\nเวียง\nเวียด\nเวียดนาม\nเวียน\nเวียร\nเวี่ยว\nแว้\nแวง\nแว้ง\nแวด\nแว้ด\nแวน\nแว่น\nแวนดา\nแวบ\nแว็บ\nแวม\nแว็ม\nแวว\nแว่ว\nแวะ\nโว\nโว่\nโวการ\nโว่ง\nโวทาน\nโวย\nโว้ย\nโว้เว้\nโวหาร\nไว\nไว้\nไวกูณฐ์\nไวฑูรย์\nไวทย์\nไวน์\nไวพจน์\nไวยากรณ์\nไวยาวัจกร\nไวยาวัจมัย\nไวรัส\nไววรรณ\nไวษณพ\nไวโอลิน\nศก\nศกุน\nศกุนต์\nศกุนิ\nศกุนี\nศจี\nศตะ\nศตภิษัช\nศตวรรษ\nศตพรรษ\nศตกะ\nศนิ\nศพ\nศมนะ\nศมะ\nศยาม\nศยามล\nศร\nศรายุธ\nศราวรณ์\nศรรกรา\nศรวณะ\nศรวณีย์\nศรวิษฐา\nศรัณย์\nศรัณยู\nศรัท\nศรัทธา\nศรัย\nศราทธ์\nศราทธพรต\nศราพก\nศราวก\nศราวณะ\nศรี\nศรีตรัง\nศรุติ\nศฤคาล\nศฤงค์\nศฤงคาร\nศฤงคาริน\nศฤงคารี\nศลิษฏ์\nศลิษา\nศวะ\nศวัส\nศวา\nศวาน\nศศะ\nศศธร\nศศพินทุ์\nศศลักษณ์\nศศิ\nศศิน\nศศี\nศศิขัณฑ์\nศศิธร\nศศิมณฑล\nศศิวิมล\nศอ\nศอก\nศักดา\nศักดิ\nศักดิ์\nศักดินา\nศักติ\nศักย\nศักยภาพ\nศักย์\nศักยะ\nศักร\nศักรินทร์\nศักเรนทร์\nศักราช\nศังกร\nศัตรู\nศันสนะ\nศันสนีย์\nศัพท์\nศัยยา\nศัล\nศัลย์\nศัลยกรรม\nศัลยแพทย์\nศัลยศาสตร์\nศัสดร\nศัสตร\nศัสตรศาสตร์\nศัสตรา\nศัสตราวุธ\nศากตะ\nศากย\nศากยะ\nศากยพุทธ\nศากยมุนี\nศาฎก\nศาณ\nศานต์\nศานติ\nศาป\nศารท\nศารทูล\nศาริกา\nศาล\nศาลา\nศาศวัต\nศาสดา\nศาสตร์\nศาสตรา\nศาสตราจารย์\nศาสนา\nศาสนกิจ\nศาสนจักร\nศาสนธรรม\nศาสนบุคคล\nศาสนพิธี\nศาสนวัตถุ\nศาสนศาสตร์\nศาสนสถาน\nศาสนสมบัติ\nศาสนิกชน\nศาสนีย์\nศาสนูปถัมภก\nศาสน์\nศิกษก\nศิการ\nศิขร\nศิขริน\nศิขรี\nศิขัณฑ์\nศิคาล\nศิงขร\nศิงขริน\nศิตะ\nศิถี\nศิพิระ\nศิระ\nศิรประภา\nศิราภรณ์\nศิโรรัตน์\nศิโรเวฐน์\nศิรา\nศิรามพุช\nศิโรราบ\nศิลป\nศิลป์\nศิลปะ\nศิลปกร\nศิลปกรรม\nศิลปกิจ\nศิลปวัตถุ\nศิลปวิทยา\nศิลปศาสตร์\nศิลปศึกษา\nศิลปหัตถกรรม\nศิลปิน\nศิลปี\nศิลา\nศิวะ\nศิวโมกข์\nศิวลึงค์\nศิวเวท\nศิวาลัย\nศิศีระ\nศิษฎิ\nศิษฏ์\nศิษย์\nศิษยานุศิษย์\nศีขร\nศีต\nศีตกาล\nศีรษะ\nศีล\nศึก\nศึกษา\nศึกษาธิการ\nศึกษานิเทศก์\nศุกร์\nศุกรวรรณ\nศุกรวาร\nศุกระ\nศุกล\nศุกลปักษ์\nศุจิ\nศุทธะ\nศุทธิ\nศุนะ\nศุนิ\nศุภกร\nศุภเคราะห์\nศุภนิมิต\nศุภมัสดุ\nศุภมาตรา\nศุภมาส\nศุภอักษร\nศุภางค์\nศูกร\nศุลกากร\nศุลการักษ์\nศุลี\nศุษิร\nศูทร\nศูนย์\nศูนยวาท\nศูละ\nศูลิน\nเศรณี\nเศรษฐ\nเศรษฐ์\nเศรษฐกิจ\nเศรษฐศาสตร์\nเศรษฐี\nเศร้า\nเศลษ\nเศวต\nเศวตร\nเศวตัมพร\nเศษ\nเศาจ\nเศาร์\nเศารยะ\nเศิก\nเศียร\nโศก\nโศกา\nโศกาดูร\nโศกาลัย\nโศกี\nโศจิ\nโศธนะ\nโศภน\nโศภะ\nโศภา\nโศภิต\nโศภิน\nโศภิษฐ์\nโศภี\nโศรดา\nโศรตร\nโศลก\nไศล\nไศวะ\nษมา\nษัฏ\nษัฑ\nษัณ\nษัษ\nษัษฐะ\nษัษฐี\nโษฑศัน\nสก\nสกวาที\nสกฏะ\nสกทาคามิผล\nสกิทาคามิผล\nสกทาคามิมรรค\nสกิทาคามิมรรค\nสกทาคามี\nสกิทาคามี\nสกนธ์\nสกปรก\nสกรณีย์\nสกรรจ์\nสกรรมกริยา\nสกล\nสกลมหาสังฆปริณายก\nสกัด\nสกา\nสกาว\nสกี\nสกุณ\nสกุณา\nสกุณี\nสกุน\nสกุนต์\nสกุล\nสเกต\nสแกนเดียม\nสขะ\nสง\nส่ง\nสงกร\nสงกรานต์\nสงกา\nสงค์\nสงคร\nสงคราม\nสงเคราะห์\nสงฆ์\nสงบ\nสงวน\nส่งสการ\nสงสัย\nสงสาร\nสงสารวัฏ\nสงัด\nสง่า\nสฐะ\nสณฑ์\nสด\nสดมภ์\nสดับ\nสดับปกรณ์\nสดำ\nสดุดี\nสตะ\nสตน\nสตภิสชะ\nสตรอนเชียม\nสตริกนิน\nสตรี\nสตัฟฟ์\nสตัมภ์\nสตางค์\nสติ\nสติปัฏฐาน\nสตี\nสตู\nสตูป\nสเต๊ก\nสถบดี\nสถล\nสถวีระ\nสถาน\nสถานะ\nสถานี\nสถาบัน\nสถาปนา\nสถาปนิก\nสถาปัตยกรรม\nสถาปัตยกรรมศาสตร์\nสถาปัตยเรขา\nสถาปัตยเวท\nสถาพร\nสถาวร\nสถิต\nสถิตยศาสตร์\nสถิติ\nสถิร\nสถีรวาท\nสถุล\nสถูป\nสทิง\nสทึง\nสทุม\nสธนะ\nสาธุสะ\nสน\nส้น\nสนทนา\nสนทรรศ\nสนทรรศน์\nสนเทศ\nสนเท่ห์\nสนธยา\nสนธิ\nสนน\nสนม\nสนวน\nสนอง\nสนอบ\nสนอม\nสนะ\nสนัด\nสนั่น\nสนับ\nสนับทึบ\nสนับสนุน\nสนาน\nสนาม\nสนายุ\nสนิกะ\nสนิท\nสนิธ\nสนิม\nสนุก\nสนุกเกอร์\nสนุข\nสนุต\nสนุ่น\nสบ\nสบง\nสบถ\nสบัน\nสบาย\nสบู่\nสไบ\nสปริง\nสปอร์\nสปาเกตตี\nสเปกตรัม\nสเปกโทรสโกป\nสไปริลลัม\nสพาบ\nสภา\nสภาพ\nสภาวการณ์\nสภาวะ\nสม\nสมการ\nสมจารี\nสมดุล\nสมมูล\nส้ม\nสมญา\nสมณะ\nสมณบริขาร\nสมณศักดิ์\nสมณสารูป\nสมเด็จ\nสมถะ\nสมถยานิก\nสมถวิปัสสนา\nสมนาคุณ\nสมบัติ\nสมบุกสมบัน\nสมบูรณ์\nสมบูรณาญาสิทธิราชย์\nสมประดี\nสมปฤดี\nสมปฤๅดี\nส้มป่อย\nสมปัก\nสมผุส\nสมพง\nสมพงศ์\nสมพล\nสมพัตสร\nสมพาส\nสมเพช\nสมโพธน์\nสมโพธิ\nสมภพ\nสมภาร\nสมโภค\nสมโภช\nสมมต\nสมมติ\nสมมุติ\nสมมาตร\nส้มมือ\nสมโมท\nสมโยค\nสมร\nสมรด\nสมรรถ\nสมรรถนะ\nสมรรถภาพ\nสมรส\nสมฤดี\nสมฤติ\nสมวายะ\nสมเสร็จ\nสมอ\nสมอง\nสมะ\nสมัคร\nสมังคี\nสมัช\nสมัชชา\nสมัญญา\nสมัต\nสมัน\nสมันต์\nสมัย\nสมา\nสมาคม\nสมาจาร\nสมาชิก\nสมาทาน\nสมาธิ\nสมาน\nสมานฉันท์\nสมาบัติ\nสมาพันธรัฐ\nสมาส\nสม่ำเสมอ\nสมิง\nสมิต\nสมิติ\nสมิทธ์\nสมิทธิ\nสมี\nสมุก\nสมุจจัย\nสมุจเฉท\nสมุฏฐาน\nสมุด\nสมุทร\nสมุทรโคดม\nสมุทัย\nสมุน\nสมุนไพร\nสมุลแว้ง\nสมุห\nสมุห์\nสมุหกลาโหม\nสมุหเทศาภิบาล\nสมุหนาม\nสมุหนายก\nสโมธาน\nสโมสร\nสยด\nสยนะ\nสยบ\nสยมพร\nสยมภู\nสยอง\nสยอน\nสยัมวรา\nสยาม\nสยามานุสติ\nสยามินทร์\nสยาย\nสยิว\nสยิ้ว\nสยุมพร\nสยุมภู\nสร\nสรง\nสร่ง\nสรณะ\nสรณคมน์\nสรณาคมน์\nสรณตรัย\nสรตะ\nสรทะ\nสรนุก\nสรเนาะ\nสรไน\nสรเพชญ\nสรภะ\nสรภัญญะ\nสรภู\nสรม\nสรร\nสรรค์\nสรรพ\nสรรพคุณ\nสรรพนาม\nสรรพสามิต\nสรรพัชญ\nสรรพากร\nสรรพางค์\nสรรเพชญ\nสรรเพชุดา\nสรรเสริญ\nสรลอน\nสรเลข\nสรวง\nสรวม\nสรวล\nสรเสริญ\nสร้อย\nสระ\nสระกอ\nสระท้อน\nสระพรั่ง\nสระอาด\nสรั่ง\nสรัสวดี\nสร่าง\nสร้าง\nสราญ\nสรี้\nสรีระ\nสรีรกิจ\nสรีรธาตุ\nสรีรวิทยา\nสรีรศาสตร์\nสรีรังคาร\nสรีรางคาร\nสรุป\nสโรช\nสโรชะ\nสฤก\nสฤต\nสฤษฎิ\nสฤษฎี\nสฤษฏ์\nสฤษดิ์\nสลด\nสลบ\nสลวน\nสลวย\nสลอด\nสลอน\nสลอย\nสละ\nสลัก\nสลัด\nสลัดได\nสลับ\nสลัว\nสลา\nสลาก\nสลาง\nสล้าง\nสลาด\nสลาตัน\nสลาบ\nสลาย\nสลิด\nสลิล\nสลึก\nสลึง\nสลุต\nสลุบ\nสลุมพร\nสแลง\nสวการย์\nสวภาพ\nสวราชย์\nสวก\nส้วง\nสวด\nสวน\nสวนะ\nสวนาการ\nส่วน\nสวนิต\nสวบ\nสวม\nส้วม\nสวย\nส่วย\nส้วย\nสวยม\nสวรรค\nสวรรค์\nสวรรคต\nสวรรคาลัย\nสวรรยา\nสวระ\nสวะ\nสวัสดิ\nสวัสดิ์\nสวัสดิการ\nสวัสดิภาพ\nสวัสดิมงคล\nสวัสดี\nสวัสติ\nสวาตี\nสวัสติกะ\nสวา\nสวาปาม\nสวาคตะ\nสวาง\nสว่าง\nสวาด\nสวาดิ\nสวาท\nสว่าน\nสว้าน\nสวาบ\nสวามิ\nสวามี\nสวามินี\nสวาย\nสวาสดิ์\nสวาหะ\nสวิง\nสวิญญาณกทรัพย์\nสวิตช์\nสสาร\nสสุระ\nสสุรี\nสหกรณ์\nสหการ\nสหจร\nสหชาต\nสหชาติ\nสหธรรม\nสหธรรมิก\nสหประชาชาติ\nสหพันธ์\nสหพันธรัฐ\nสหภาพ\nสหศึกษา\nสหัช\nสหัมบดี\nสหัส\nสหัสสะ\nสหัสธารา\nสหัสนัยน์\nสหัสเนตร\nสหัสรังสี\nสหัสา\nสหาย\nสอ\nส่อ\nสอง\nส่อง\nส้อง\nสอด\nสอน\nส่อน\nสอบ\nสอพลอ\nส้อม\nสอย\nสะ\nสะกด\nสะกอ\nสะกาง\nสะการะ\nสะกิด\nสะกิดสะเกา\nสะเก็ด\nสะแก\nสะคร้อ\nสะคราญ\nสะค้าน\nสะเงาะสะแงะ\nสะดม\nสะดวก\nสะดิ้ง\nสะดึง\nสะดือ\nสะดุ้ง\nสะดุด\nสะเด็ด\nสะเดา\nสะเดาะ\nสะตอ\nสะตาหมัน\nสะตึ\nสะตือ\nสะตุ\nสะเต๊ะ\nสะโตก\nสะทก\nสะท้อน\nสะท้าน\nสะทึก\nสะเทิน\nสะเทิ้น\nสะเทือน\nสะเทื้อน\nสะบะ\nสะบัก\nสะบักสะบอม\nสะบัด\nสะบัดสะบิ้ง\nสะบั้น\nสะบันงา\nสะบ้า\nสะบู\nสะแบง\nสะเปะสะปะ\nสะพรั่ง\nสะพรึงกลัว\nสะพรึบ\nสะพรึ่บ\nสะพัก\nสะพัง\nสะพัด\nสะพั้น\nสะพาน\nสะพาย\nสะเพร่า\nสะโพก\nสะเภา\nสะใภ้\nสะโมง\nสะระตะ\nสะระแหน่\nสะลาง\nสะลาบ\nสะลึมสะลือ\nสะวี้ดสะว้าด\nสะสม\nสะสวย\nสะสาง\nสะเหล่อ\nสะอาง\nสะอาด\nสะอ้าน\nสะอิ้ง\nสะอิดสะเอียน\nสะอึก\nสะอื้น\nสะเอ้ง\nสะเอว\nสะเออะ\nสะโอดสะอง\nสะไอ\nสัก\nสักกะ\nสักยะ\nสักกัจจะ\nสักกายทิฐิ\nสักการ\nสักการะ\nสักขี\nสักวา\nสักหลาด\nสัค\nสัคคะ\nสั่ง\nสังกร\nสังกรณี\nสังกรประโยค\nสังกะตัง\nสังกะวัง\nสังกะวาด\nสังกะสี\nสังกัด\nสังกัปปะ\nสังกา\nสังการ\nสังกาศ\nสังกิเลส\nสังเกต\nสังข์\nสังขกร\nสังขตธรรม\nสังขตะ\nสังขยา\nสังขลิก\nสังขลิกา\nสังขาร\nสังขารา\nสังเขป\nสังค์\nสังคญาติ\nสังคม\nสังคหะ\nสังคัง\nสังคายนา\nสังคายนาย\nสังคีต\nสังคีติ\nสังเค็ด\nสังเคราะห์\nสังฆกรรม\nสังฆการี\nสังฆเถระ\nสังฆทาน\nสังฆนายก\nสังฆปาโมกข์\nสังฆภัต\nสังฆเภท\nสังฆมณฑล\nสังฆมนตรี\nสังฆราช\nสังฆสภา\nสังฆาณัติ\nสังฆาฏิ\nสังฆาทิเสส\nสังฆาธิการ\nสังฆานุสติ\nสังฆาวาส\nสังยุตนิกาย\nสังโยค\nสังโยชน์\nสังวร\nสังวัจฉระ\nสังวัธยาย\nสังวาล\nสังวาส\nสังเวคะ\nสังเวช\nสังเวชนียสถาน\nสังเวย\nสังเวียน\nสังสกฤต\nสังสการ\nสังสนทนา\nสั่งสนทนา\nสังสรรค์\nสังสารวัฏ\nสังสิทธิ\nสังสุทธ์\nสังสุทธิ\nสังหร\nสังหรณ์\nสังหาร\nสังหาริมทรัพย์\nสังหาริมะ\nสังหิต\nสัจ\nสัจกิริยา\nสัจจะ\nสัจญาณ\nสัจธรรม\nสัจนิยม\nสัจพจน์\nสัชฌะ\nสัชฌุ\nสัญจร\nสัญเจตนา\nสัญชาตญาณ\nสัญชาติ\nสัญฌา\nสัญญา\nสัญญาณ\nสัญญี\nสัญโญชน์\nสัญนิยม\nสัญประกาศ\nสัญลักษณ์\nสัฐิ\nสัณฐาน\nสัณฐิติ\nสัณฑ์\nสัณห์\nสัด\nสัดจอง\nสัต\nสัตตะ\nสัตตาหกรณียะ\nสัตตาหกาลิก\nสัตมวาร\nสัตสดก\nสัตตบงกช\nสัตตบรรณ\nสัตตบุษย์\nสัตตู\nสัตถันดร\nสัตถา\nสัตถิ\nสัตถุ\nสัตถุศาสนา\nสัตบรรณ\nสัตย์\nสัตยพรต\nสัตยวาที\nสัตยาเคราะห์\nสัตยาธิษฐาน\nสัตยาบัน\nสัตว์\nสัตวชาติ\nสัตวบาล\nสัตวแพทย์\nสัตววิทยา\nสัตวา\nสัทธรรม\nสัทธา\nสัทธาจริต\nสัทธาธิกะ\nสัทธินทรีย์\nสัทธิงวิหาริก\nสัทธิวิหาริก\nสัทวิทยา\nสัทศาสตร์\nสัทอักษร\nสัน\nสั่น\nสั้น\nสันดาน\nสันดาป\nสันโดษ\nสันต์\nสันตติ\nสันตะปาปา\nสันตะวา\nสันติ\nสันตุฏฐี\nสันถวไมตรี\nสันถวะ\nสันถัต\nสันถาร\nสันทนะ\nสันทะ\nสันทัด\nสันทัสนะ\nสันทาน\nสันทิฐิก\nสันทิส\nสันเทหะ\nสันธาน\nสันนิธิ\nสันนิบาต\nสันนิวาส\nสันนิษฐาน\nสันสกฤต\nสับ\nสับปลับ\nสับปลี้\nสับปะรด\nสัปคับ\nสัปดาห์\nสัปดาหะ\nสัปดน\nสัปตศก\nสัปทน\nสัปปะ\nสัปปิ\nสัปปุริส\nสัปปุรุษ\nสัประยุทธ์\nสัปหงก\nสัปเหร่อ\nสัพ\nสัพพะ\nสัพพัญญู\nสัพเพเหระ\nสัพยอก\nสัมบูรณ์\nสัมปชัญญะ\nสัมปทา\nสัมปทาน\nสัมปยุต\nสัมปโยค\nสัมประสิทธิ์\nสัมประหาร\nสัมปรายภพ\nสัมปรายิกภพ\nสัมปัตติ\nสัมผัปลาป\nสัมผัปลาปะ\nสัมผัส\nสัมพล\nสัมพหุลา\nสัมพัจฉรฉินท์\nสัมพัตสร\nสัมพัทธ์\nสัมพันธ์\nสัมพันธน์\nสัมพันธภาพ\nสัมพันธมิตร\nสัมพันธไมตรี\nสัมพาหะ\nสัมพุทธ\nสัมพุทธะ\nสัมโพธิ\nสัมภวะ\nสัมภเวสี\nสัมภัต\nสัมภัตตะ\nสัมภาระ\nสัมภาษณ์\nสัมโภคกาย\nสัมมนา\nสัมมัปธาน\nสัมมา\nสัมโมทนียกถา\nสัมฤทธิ\nสัมฤทธิ์\nสัมฤทธิศก\nสัยน์\nสัลเลข\nสัสดี\nสัสตทิฐิ\nสัสสะ\nสัสสุ\nสัสสู\nสา\nส่า\nสาก\nสากรรจ์\nสากล\nสากัจฉา\nสากัลย์\nสากิยะ\nสาเก\nสาขา\nสาคร\nสาคเรศ\nสาคู\nสาง\nส้าง\nสาชล\nสาฎก\nสาฏิก\nสาณี\nสาด\nสาไถย\nสาทร\nสาทิส\nสาทุ\nสาโท\nสาธก\nสาธยะ\nสาธยาย\nสาธารณะ\nสาธารณชน\nสาธารณประโยชน์\nสาธารณภัย\nสาธารณรัฐ\nสาธารณสถาน\nสาธารณสมบัติ\nสาธารณสุข\nสาธารณูปการ\nสาธารณูปโภค\nสาธารณ์\nสาธิต\nสาธุ\nสาน\nส่าน\nสานุ\nสานู\nสานุศิษย์\nสาบ\nสาบสูญ\nสาบาน\nสาป\nสาปไตย\nสาม\nสามชุก\nสามเณร\nสามเณรี\nสามนต์\nสามนตราช\nสามยทรัพย์\nสามล\nสามหาว\nสามะ\nสามัคคี\nสามัญ\nสามัตถิยะ\nสามานย์\nสามานยนาม\nสามารถ\nสามิต\nสามินี\nสามิภักดิ์\nสามี\nสามีจิกรรม\nสาย\nส่าย\nส้าย\nสายชู\nสายัณห์\nสายาห์\nสาร\nสารคดี\nสารธรรม\nสารนิเทศ\nสารบบ\nสารบรรณ\nสารบัญ\nสารบาญ\nสารบาญชี\nสารประโยชน์\nสารสนเทศ\nสารทุกข์\nสารถี\nสารท\nสารพัด\nสารพัน\nสารพางค์\nสารภาพ\nสารภี\nสารวัตร\nสาระ\nสาระแน\nสาระพา\nสาระยำ\nสาระวารี\nสาระสะมา\nสารัตถประโยชน์\nสารัตถศึกษา\nสารัตถะ\nสารัทธ์\nสารัมภ์\nสาราณียกร\nสาราณียธรรม\nสาราณียะ\nสารานุกรม\nสารีริกธาตุ\nสารูป\nสาโรช\nสาละ\nสาละวน\nสาลิ\nสาลิกา\nสาลินี\nสาลี\nสาลี่\nสาลู\nสาโลหิต\nสาว\nสาวก\nสาวิกา\nสาวิตร\nสาวิตรี\nสาสน\nสาสน์\nสาส์น\nสาสนา\nสาสม\nสาหร่าย\nสาหรี\nส่าหรี\nสาหัส\nสาเหตุ\nสาแหรก\nสำ\nสำส่อน\nส่ำ\nสำคัญ\nสำซ่าง\nสำแดง\nสำทับ\nสำนวน\nสำนอง\nสำนัก\nสำนาน\nสำนึก\nสำนึง\nสำเนา\nสำเนียง\nสำบัด\nสำปะลอ\nสำปะหลัง\nสำปั้น\nสำปันนี\nสำเภา\nสำมะงา\nสำมะโน\nสำมะลอ\nสำมะเลเทเมา\nสำมะหา\nสำรด\nสำรวจ\nสำรวม\nสำรวย\nสำรวล\nสำรอก\nสำรอง\nสำรับ\nสำราก\nสำราญ\nสำริด\nสำเร็จ\nสำเรา\nสำเริง\nสำโรง\nสำลัก\nสำลาน\nสำลี\nสำแลง\nสำหรวด\nสำหรับ\nสำหา\nสำเหนียก\nสำเหร่\nสำออย\nสำอาง\nสิ\nสิกข์\nสิข\nสิกขมานา\nสิกขา\nสิขร\nสิขรี\nสิขเรศ\nสิขา\nสิขานล\nสิขี\nสิคาล\nสิง\nสิ่ง\nสิงขร\nสิงค์\nสิงคลิ้ง\nสิงคลี\nสิงคาร\nสิงคาล\nสิงคี\nสิงโต\nสิงห์\nสิงหนาท\nสิงหบัญชร\nสิงหรา\nสิงหราช\nสิงหาคม\nสิงหาสน์\nสิงหล\nสิญจน์\nสิตะ\nสิตางศุ์\nสิถิล\nสิทธ์\nสิทธัตถะ\nสิทธา\nสิทธาจารย์\nสิทธารถ\nสิทธิ\nสิทธิ์\nสิทธิการิยะ\nสิธยะ\nสิน\nสิ้น\nสินเทา\nสินธพ\nสินธุ\nสินธุ์\nสินธุระ\nสินธู\nสินเธาว์\nสินาด\nสินิทธ์\nสินี\nสิเนรุ\nสิเนหก\nสิเนหะ\nสิเนหา\nสิเน่หา\nสิบ\nสิปปะ\nสิมพลี\nสิระ\nสิโรดม\nสิโรตม์\nสิริ\nสิรี\nสิลา\nสิว\nสิ่ว\nสิวะ\nสิวาลัย\nสิวิกา\nสี\nสี่\nสี้\nสีกา\nสีกุน\nสีข้าง\nสีด\nสีดอ\nสีดา\nสีตลรัศมี\nสีตโลทก\nสีโตทก\nสีทันดร\nสีมันต์\nสีมา\nสีละมัน\nสีวิกา\nสีสอ\nสีสะ\nสีสา\nสีสุก\nสีเสียด\nสีห์\nสีหนาท\nสีหบัญชร\nสีหราช\nสีหไสยา\nสีหไสยาสน์\nสีหะ\nสึก\nสึง\nสืบ\nสื่อ\nสุ\nสุก\nสุกข์\nสุกร\nสุกรม\nสุกำศพ\nสุกียากี้\nสุข\nสุขา\nสุขาภิบาล\nสุขารมณ์\nสุขาวดี\nสุขิน\nสุขี\nสุขุม\nสุขุมาล\nสุโข\nสุคต\nสุคติ\nสุคนธ\nสุคนธ์\nสุคนธชาติ\nสุคนธรส\nสุคันธ์\nสุคันธรส\nสุงกะ\nสุงกากร\nสุงสิง\nสุงสุมาร\nสุจริต\nสุจหนี่\nสุจิ\nสุจิต\nสุจิตร\nสุชน\nสุชัมบดี\nสุชา\nสุชาดา\nสุญ\nสุญญากาศ\nสุญตา\nสุญนิยม\nสุณ\nสุณิสา\nสุด\nสุดา\nสุต\nสุตตนิบาต\nสุตตะ\nสุตตันตปิฎก\nสุตตันตะ\nสุติ\nสุทธ\nสุทธ์\nสุทธาวาส\nสุทธิ\nสุทรรศน์\nสุทัศน์\nสุธา\nสุธาโภชน์\nสุธารส\nสุธาสินี\nสุธาสี\nสุธี\nสุนทร\nสุนทรี\nสุนทรียภาพ\nสุนทรียศาสตร์\nสุนทรียะ\nสุนัข\nสุนันท์\nสุโนก\nสุบดี\nสุบรรณ\nสุบิน\nสุปรีดิ์\nสุปรีย์\nสุปาณี\nสุพพัต\nสุพรรณ\nสุพรรณบัฏ\nสุพรรณภาชน์\nสุพรรณราช\nสุพรรณศรี\nสุพรรณถัน\nสุพรรณิการ์\nสุภร\nสุภัค\nสุภา\nสุภาพ\nสุภาษิต\nสุม\nสุ่ม\nสุมทุม\nสุมน\nสุมนะ\nสุมนัส\nสุมนา\nสุ้มเสียง\nสุมะ\nสุมาลี\nสุเมธ\nสุเมรุ\nสุรคต\nสุรเชษฐ์\nสุรบดี\nสุรภาพ\nสุรโลก\nสุรสีหนาท\nสุรเสียง\nสุรงค์\nสุรังค์\nสุรภี\nสุรัติ\nสุรัสวดี\nสุรา\nสุรางค์จำเรียง\nสุรางคนา\nสุรางคนางค์\nสุรารักษ์\nสุราลัย\nสุรินทร์\nสุรินทราหู\nสุริยะ\nสุริยกันต์\nสุริยกานต์\nสุริยการ\nสุริยกาล\nสุริยคติ\nสุริยคราส\nสุริยมณฑล\nสุริยวงศ์\nสุริยง\nสุริยา\nสุริเยนทร์\nสุริเยศ\nสุริโย\nสุริยน\nสุริยัน\nสุริยุปราคา\nสุรีย์\nสุรุ่ยสุร่าย\nสุลต่าน\nสุวคนธ์\nสุวภาพ\nสุวรรณ\nสุวรรณภูมิ\nสุวะ\nสุวาน\nสุวินัย\nสุวิมล\nสุษิระ\nสุสาน\nสุหนัต\nสุหร่ง\nสุหร่าย\nสุหฤท\nสุหัท\nสุเหร่า\nสู\nสู่\nสู้\nสูง\nสูจิ\nสูจิบัตร\nสูญ\nสูด\nสูต\nสูตร\nสูติ\nสูติกรรม\nสูตินรีเวช\nสูติบัตร\nสูติแพทย์\nสูติศาสตร์\nสูท\nสูทกรรม\nสูทศาสตร์\nสูบ\nสูปะ\nสูร\nสูรย์\nสูรยกานต์\nสูริ\nสูสี\nเส\nเสก\nเสกขบุคคล\nเสกขะ\nเสขบุคคล\nเสขะ\nเส็ง\nเส้ง\nเส็งเคร็ง\nเสงี่ยม\nเสฏฐี\nเสณี\nเสด\nเสด็จ\nเสตุ\nเสถียร\nเสทะ\nเสโท\nเสน\nเส้น\nเสนง\nเสน่ง\nเสน่ห์\nเสนหา\nเสน่หา\nเสนอ\nเสนะ\nเสนา\nเสนาธิการ\nเสนาบดี\nเสน่า\nเสนากุฎ\nเสนางค์\nเสนางคนิกร\nเสนานี\nเสนาสนะ\nเสนาะ\nเสนี\nเสนีย์\nเสนียะ\nเสนียด\nเสบย\nเสบียง\nเสพ\nเสพย์\nเสเพล\nเสภา\nเสม็ด\nเสมหะ\nเสมอ\nเสมา\nเสมียน\nเสมือน\nเสย\nเสร็จ\nเสริด\nเสริม\nเสรี\nเสลด\nเสลบรรพต\nเสลา\nเสลี่ยง\nเสลือกสลน\nเสโล\nเสวก\nเสวกามาตย์\nเสวนะ\nเสวนา\nเสวย\nเสวียน\nเสสรวง\nเสสรวล\nเสา\nเส้า\nเสาร์\nเสารภย์\nเสารี\nเสาวคนธ์\nเสาวธาร\nเสาวภา\nเสาวภาคย์\nเสาวภาพ\nเสาวรภย์\nเสาวรส\nเสาวลักษณ์\nเสาวณิต\nเสาวนะ\nเสาวนา\nเสาวนีย์\nเสาหฤท\nเสาะ\nเสาะแสะ\nเสิร์จ\nเสิร์ฟ\nเสีย\nเสียง\nเสี่ยง\nเสียด\nเสี้ยน\nเสียบ\nเสียม\nเสี่ยม\nเสี้ยม\nเสียว\nเสี่ยว\nเสี้ยว\nเสือ\nเสื่อ\nเสื้อ\nเสือก\nเสื่อม\nแส\nแส่\nแส้\nแสก\nแสง\nแสด\nแสดง\nแสตมป์\nแสน\nแสนย์\nแสนยากร\nแสนยานุภาพ\nแสบ\nแสม\nแสยก\nแสยง\nแสยะ\nแสรก\nแสร้ง\nแสลง\nแสล้ม\nแสวง\nแสะ\nโสก\nโสกโดก\nโสกันต์\nโสโครก\nโสณฑ์\nโสณิ\nโสณี\nโสด\nโสดก\nโสดม\nโสดา\nโสดาบัน\nโสดาปัตติผล\nโสดาปัตติมรรค\nโสต\nโสตทัศนวัสดุ\nโสตทัศนอุปกรณ์\nโสตทัศนูปกรณ์\nโสตินทรีย์\nโสตถิ\nโสทก\nโสทร\nโสธก\nโสธนะ\nโสน\nโสภณ\nโสภา\nโสภี\nโสภิณี\nโสเภณี\nโสม\nโสมนัส\nโสมม\nโสมย์\nโสร่ง\nโสรจ\nโสรวาร\nโสโร\nโสวรรณ\nโสหุ้ย\nโสฬส\nใส\nใส่\nไส\nไส้\nไสย\nไสยา\nไสยาสน์\nไสร้\nไสว\nหก\nหกคะเมน\nหง\nหงก\nหงส์\nหงสบาท\nหงสรถ\nหงอ\nหงอก\nหง่อง\nหงองแหงง\nหงอด\nหงอน\nหง่อม\nหงอย\nหง่อย\nหงัก\nหงับ\nหง่าง\nหงาย\nหง่าว\nหงำ\nหงิก\nหงิง\nหงิม\nหงึก\nหงุงหงิง\nหงุดหงิด\nหงุบ\nหงุ่ย\nหญ้า\nหญ้าฝรั่น\nหญ้ายายเภา\nหญิง\nหญิบ\nหด\nหตะ\nหทัย\nหน\nหนวก\nหน่วง\nหนวด\nหน่วย\nหน่วยกิต\nหนอ\nหน่อ\nหนอก\nหนอง\nหนอน\nหนอนตายหยาก\nหน่อย\nหน็อยแน่\nหนัก\nหนัง\nหนังสติ๊ก\nหนังสือ\nหนั่น\nหนับ\nหนา\nหน้า\nหน่าง\nหนาด\nหนาน\nหนาม\nหน่าย\nหนาว\nหนำ\nหนำเลี้ยบ\nหนี\nหนี้\nหนีบ\nหนึก\nหนึ่ง\nหนึบ\nหนืด\nหนุ\nหนุน\nหนุบ\nหนุ่ม\nหนุ่ย\nหนู\nห่ม\nหมก\nหมด\nหม่น\nหมวก\nหมวด\nหมวน\nหมอ\nหม่อ\nหม้อ\nหมอก\nหมอง\nหม่อง\nหมอน\nหม่อน\nหมอบ\nหม่อม\nหมอย\nหม้อห้อม\nหมัก\nหมักหมม\nหมัด\nหมัน\nหมั่น\nหมั้น\nหมับ\nหมา\nหม่า\nหมาก\nหมากฮอส\nหมาง\nหมาด\nหมามุ่ย\nหมามุ้ย\nหมาย\nหม้าย\nหมาร่า\nหม่ำ\nหม้ำ\nหมิ่น\nหมี\nหมี่\nหมึก\nหมืน\nหมื่น\nหมุด\nหมุน\nหมุบ\nหมุบหมับ\nหมุบหมิบ\nหมุ่ย\nหมุยขาว\nหมู\nหมู่\nหมูหริ่ง\nหยก\nหย่ง\nหยด\nหยวก\nหยวบ\nหยอก\nหยอกเอิน\nหย็อกหย็อย\nหยอง\nหย็อง\nหย่อง\nหย็องกรอด\nหย็องแหย็ง\nหยอด\nหยอน\nหย่อน\nหย่อม\nหย็อมแหย็ม\nหย็อย\nหย่อย\nหยัก\nหยักไย่\nหยักเหยา\nหยัง\nหยั่ง\nหยังหยัง\nหยัด\nหยัน\nหยับ\nหยั่วเมือง\nหย่า\nหยากเยื่อ\nหยากไย่\nหยาด\nหยาบ\nหยาม\nหยาว\nหย้าว\nหยำเป\nหยำเหยอะ\nหยำแหยะ\nหยิก\nหยิ่ง\nหยิบ\nหยิม\nหยี\nหยี่\nหยุกหยิก\nหยุด\nหยุ่น\nหยุบ\nหยุมหยิม\nหยูกยา\nหโยดม\nหรคุณ\nหรณะ\nหรดาล\nหรดี\nหรรษ์\nหรรษา\nหรอ\nหรอก\nหร็อมแหร็ม\nหรอย\nหระ\nหรับ\nหรา\nหริ\nหริ่ง\nหริณะ\nหริต\nหริตกี\nหรีตกี\nหรี่\nหรีด\nหรือ\nหรุบ\nหรุบรู่\nหรุบหรู่\nหรุ่ม\nหรู\nหรูหรา\nหฤทัย\nหฤทย์\nหฤษฎ์\nหฤษฎี\nหฤหรรษ์\nหฤโหด\nหลง\nหลงใหล\nหลงจู๊\nหลด\nหลน\nหล่น\nหลบ\nหล่ม\nหลวง\nหลวม\nหลอ\nหล่อ\nหลอก\nหลอด\nหลอน\nหล็อน\nหล่อน\nหลอม\nหละ\nหละหลวม\nหลัก\nหลัง\nหลั่ง\nหลัด\nหลั่น\nหลับ\nหลัว\nหลา\nหล้า\nหลาก\nหลาน\nหลาบ\nหลาม\nหลาย\nหลาว\nหลิ่ง\nหลิท\nหลิน\nหลิม\nหลิว\nหลิ่ว\nหลี\nหลีก\nหลีโก\nหลีบ\nหลีฮื้อ\nหลืบ\nหลุกหลิก\nหลุด\nหลุน\nหลุบ\nหลุม\nหลุมพอ\nหลุมพี\nหลู่\nหวง\nห่วง\nห้วง\nหวด\nหวน\nห้วน\nหวย\nห้วย\nหวอ\nหวอด\nหวะ\nหวัง\nหวัด\nหวั่น\nหวันยิหวา\nหวัว\nหวัวร่อ\nหวัวเราะ\nหวา\nหว่า\nหว้า\nหวาก\nหว่าง\nหวาด\nหวาน\nหว่าน\nหวาม\nหวาย\nหวำ\nหวิด\nหวิว\nหวี\nหวี่\nหวีด\nหวือ\nหวุดหวิด\nหวูด\nหอ\nห่อ\nห้อ\nหอก\nหอง\nห้อง\nหอน\nห่อน\nหอบ\nหอม\nห้อม\nหอย\nห้อย\nหะ\nหะยี\nหะหาย\nหัก\nหัจญ์\nหัจญี\nหัช\nหัฏฐะ\nหัด\nหัต\nหัตถ์\nหัตถกรรม\nหัตถการ\nหัตถกิจ\nหัตถบาส\nหัตถพันธ์\nหัตถาภรณ์\nหัตถศาสตร์\nหัตถศิลป์\nหัตถศึกษา\nหัตถาจารย์\nหัตถินี\nหัตถี\nหัน\nหั่น\nหั้น\nหันตรา\nหับ\nหัย\nหัว\nหัวร่อ\nหัวเราะ\nหัส\nหัสดิน\nหัสดี\nหัสต์\nหัสตะ\nหา\nห่า\nห้า\nหาก\nหาง\nห่าง\nห้าง\nหาญ\nหาด\nห่าน\nหาบ\nหาม\nห่าม\nห้าม\nหาย\nหายใจ\nหายนะ\nหาร\nหารือ\nหาว\nห้าว\nหาสะ\nหำ\nห้ำ\nหิ้ง\nหิงคุ\nหิงสา\nหิงห้อย\nหิ่งห้อย\nหิ่งหาย\nหิด\nหิต\nหิตานุหิตประโยชน์\nหิน\nหิมพาน\nหิมพานต์\nหิมวัต\nหิมวันต์\nหิมวา\nหิมะ\nหิมาลัย\nหิรัญ\nหิรัญญิการ์\nหิรัญบัฏ\nหิรัณย์\nหิรัณยรัศมี\nหิริ\nหิว\nหิ้ว\nหี\nหีด\nหีนยาน\nหีบ\nหึ\nหึง\nหึ่ง\nหึงสา\nหืด\nหืน\nหื่น\nหือ\nหื้อ\nหุง\nหุน\nหุ่น\nหุ้น\nหุนหัน\nหุบ\nหุ้ม\nหุยฮา\nหู\nหู่\nหูก\nหูด\nเห\nเห่\nเหง\nเหง่ง\nเหงา\nเหง้า\nเหงื่อ\nเหงือก\nเห็จ\nเห็ด\nเหติ\nเหตุ\nเห็น\nเหน่ง\nเหนงนายพราน\nเหน็ดเหนื่อย\nเหน็บ\nเหน่อ\nเห็นอ้ม\nเหนอะ\nเหนอะหนะ\nเหน้า\nเหนาะ\nเหนียง\nเหนี่ยง\nเหนี่ยน\nเหนียม\nเหนียว\nเหนี่ยว\nเหนือ\nเหนื่อย\nเห็บ\nเหม\nเหม่\nเหม็ง\nเหม่ง\nเหม็น\nเหมวดี\nเหม่อ\nเหมันต์\nเหมันตฤดู\nเหมา\nเหมายัน\nเหมาะ\nเหมียว\nเหมี่ยว\nเหมือง\nเหมือด\nเหมือน\nเหมื่อย\nเหย\nเหยง\nเหย่อย\nเหยา\nเหย่า\nเหย้า\nเหยาะ\nเหยาะแหยะ\nเหยิง\nเหยิบ\nเหยียด\nเหยียบ\nเหยี่ยว\nเหยื่อ\nเหยือก\nเหรอ\nเหรอะ\nเหรัญญิก\nเหรา\nเหราะ\nเหรียญ\nเหล่\nเหล็ก\nเหลน\nเหลว\nเหลอ\nเหลา\nเหล่า\nเหล้า\nเหลาะแหละ\nเหลิง\nเหลิงเจิ้ง\nเหลียน\nเหลี่ยม\nเหลียว\nเหลือ\nเหลือก\nเหลือง\nเหลือบ\nเหลือม\nเหลื่อม\nเหว\nเหว่\nเหวง\nเหวย\nเหวอะ\nเหวอะหวะ\nเหวี่ยง\nเห่อ\nเหอะ\nเหะ\nเหะหะ\nเหา\nเห่า\nเหาะ\nเหิน\nเหิม\nเหี้ย\nเหียง\nเหียน\nเหี้ยน\nเหี้ยม\nเหี่ยว\nเหื่อ\nเหือด\nแห\nแห่\nแห้\nแหก\nแหง\nแหง่\nแห่ง\nแห้ง\nแหงแก๋\nแหง่ง\nแหงน\nแหน\nแห้น\nแหนง\nแหนบ\nแหนม\nแหบ\nแหม\nแหม่\nแหม่ม\nแหมะ\nแหย\nแหย่\nแหยง\nแหย่ง\nแหยม\nแหย็ม\nแหยะ\nแหล่\nแหลก\nแหล่ง\nแหลน\nแหลม\nแหละ\nแหว\nแห้ว\nแหวก\nแหว่ง\nแหวด\nแหวน\nแหวะ\nแหะ\nโห่\nโหง\nโหด\nโหน\nโหนก\nโหน่ง\nโหม\nโหม่ง\nโหมด\nโหย\nโหยกเหยก\nโหยง\nโหย่ง\nโหร\nโหรง\nโหรงเหรง\nโหรดาจารย์\nโหระพา\nโหรา\nโหราจารย์\nโหราศาสตร์\nโหล\nโหล่\nโหลงโจ้ง\nโหว\nโหว่\nโหว้\nโหวกเหวก\nโหวง\nโหวด\nโหวต\nให้\nใหญ่\nใหม่\nไห\nไห่\nไห้\nไหน\nไหม\nไหม้\nไหรณย์\nไหล\nไหล่\nไหว\nไหว้\nไหหลำ\nอก\nอกตเวทิตา\nอกตเวที\nอกตัญญุตา\nอกตัญญู\nอกนิษฐ์\nอกรณีย์\nอกรรมกริยา\nอกัปปิยวัตถุ\nอกัปปิยะ\nอกุศล\nอคติ\nอคาธ\nอโฆษะ\nองก์\nองค์\nองคชาต\nองคมนตรี\nองครักษ์\nองคาพยพ\nองคุลี\nองศ์\nองศา\nองอาจ\nองุ่น\nอจลา\nอจินตา\nอจินไตย\nอจิระ\nอเจลก\nอเจละ\nอชะ\nอชิน\nอชินี\nอชิระ\nอฏวี\nอณิ\nอณู\nอโณทัย\nอด\nอดิถี\nอดิเทพ\nอดิเรก\nอดิศร\nอดิศวร\nอดิศัย\nอดีต\nอดุล\nอดุลย์\nอติ\nอติชาต\nอติมานะ\nอติราช\nอติเรก\nอติสาร\nอถรรพเวท\nอาถรรพเวท\nอทระ\nอทินนาทาน\nอธรรม\nอธิ\nอธิกมาส\nอธิกรณ์\nอธิกวาร\nอธิกสุรทิน\nอธิการ\nอธิคม\nอธิฏฐาน\nอธิบดี\nอธิบาย\nอธิป\nอธิปไตย\nอธิมาตร\nอธิมุตติ\nอธิโมกข์\nอธิราช\nอธิวาส\nอธิวาสนะ\nอธิศีล\nอธิษฐาน\nอธึก\nอ้น\nอนงค์\nอนงคณะ\nอนงคเลขา\nอนธการ\nอนนต์\nอนยะ\nอนรรฆ\nอนรรถ\nอนล\nอนวัช\nอนัญ\nอนัตตา\nอนันต์\nอนันตริยกรรม\nอนัม\nอนาคต\nอนาคามิผล\nอนาคามิมรรค\nอนาคามี\nอนาจาร\nอนาถ\nอนาถา\nอนาทร\nอนาธิปไตย\nอนามัย\nอนามิกา\nอนารยชน\nอนารยธรรม\nอนารยะ\nอนาลัย\nอนำ\nอนิจ\nอนิจจัง\nอนิจจา\nอนิฏฐารมณ์\nอนิยต\nอนิยม\nอนิล\nอนิวรรต\nอนิวรรตน์\nอนีกะ\nอนีจะ\nอนึก\nอนึ่ง\nอนุ\nอนุกร\nอนุกรม\nอนุกรรมการ\nอนุกระเบียด\nอนุกาชาด\nอนุการ\nอนุกูล\nอนุคามิก\nอนุเคราะห์\nอนุจร\nอนุช\nอนุชน\nอนุชา\nอนุชาต\nอนุชิต\nอนุญาต\nอนุญาโตตุลาการ\nอนุตร\nอนุเถระ\nอนุทิน\nอนุบท\nอนุบาล\nอนุประโยค\nอนุปริญญา\nอนุปสัมบัน\nอนุปัสนา\nอนุพงศ์\nอนุพัทธ์\nอนุพันธ์\nอนุโพธ\nอนุภรรยา\nอนุภริยา\nอนุภาค\nอนุภาษ\nอนุมัติ\nอนุมาตรา\nอนุมาน\nอนุมูล\nอนุโมทนา\nอนุโยค\nอนุรักษ์\nอนุรักษนิยม\nอนุราช\nอนุราธ\nอนุราธะ\nอนุราธา\nอนุรูป\nอนุโลม\nอนุวงศ์\nอนุวรรตน์\nอนุวัต\nอนุวัตน์\nอนุวัตร\nอนุวัติ\nอนุวาต\nอนุศาสก\nอนุศาสน์\nอนุศาสนาจารย์\nอนุศิษฏ์\nอนุสติ\nอนุสนธิ\nอนุสร\nอนุสรณ์\nอนุสัญญา\nอนุสัย\nอนุสาวรีย์\nอนุสาสนี\nอเนก\nอเนกคุณ\nอเนกรรถประโยค\nอเนจอนาถ\nอโนชา\nอโนดาต\nอบ\nอบเชย\nอบาย\nอปจายนธรรม\nอปจายนมัย\nอปมงคล\nอปยศ\nอประไมย\nอปรัณณชาติ\nอปรา\nอปราชัย\nอปราชิต\nอปริมาณ\nอปลักษณ์\nอปโลกน์\nอปวาท\nอเปหิ\nอพพะ\nอพยพ\nอภัพ\nอภัย\nอภิ\nอภิฆาต\nอภิชฌา\nอภิชน\nอภิชนาธิปไตย\nอภิชัย\nอภิชาต\nอภิชิต\nอภิญญา\nอภิญญาณ\nอภิธรรม\nอภิธาน\nอภิไธย\nอภินันท์\nอภินันทนาการ\nอภินัย\nอภินิหาร\nอภิเนษกรมณ์\nอภิบาล\nอภิปรัชญา\nอภิปราย\nอภิมหาอำนาจ\nอภิมานะ\nอภิมุข\nอภิรดี\nอภิรติ\nอภิรมย์\nอภิรักษ์\nอภิราม\nอภิรุต\nอภิรุม\nอภิรูป\nอภิลักขิต\nอภิลักขิตสมัย\nอภิเลปน์\nอภิวันท์\nอภิวาท\nอภิวาทน์\nอภิเษก\nอภิสมโพธิ\nอภิสมัย\nอภิสมาจาร\nอภิสัมโพธิ\nอภิสัมโพธิญาณ\nอภิสิต\nอภิสิทธิ์\nอภูตะ\nอม\nอมพะนำ\nอ้ม\nอมตธรรม\nอมตบท\nอมตะ\nอมนุษย์\nอมร\nอมรา\nอมราวดี\nอมรินทร์\nอมเรนทร์\nอมเรศ\nอมฤต\nอมัตร\nอมาตย์\nอมาวสี\nอมาวสุ\nอมาวาสี\nอมิตร\nอเมริกัน\nอย่า\nอยาก\nอย่าง\nอยุทธ์\nอยู่\nอร\nอรชร\nอรชุน\nอรดี\nอรติ\nอรทัย\nอรไท\nอรนุช\nอรพินท์\nอรพิม\nอรรค\nอรรฆ\nอรรฆย์\nอรรจน์\nอรรณพ\nอรรถ\nอรรถกถา\nอรรถกถาจารย์\nอรรถาธิบาย\nอรรธ\nอรสุม\nอรหะ\nอรหัง\nอรหัต\nอรหัตผล\nอรหัตมรรค\nอรหัน\nอรหันต์\nอรหันตฆาต\nอร่อย\nอรัญ\nอรัญญิก\nอรัญวาส\nอรัญวาสี\nอรัณย์\nอราดี\nอร่าม\nอริ\nอรินทร์\nอริน\nอริยกะ\nอริยทรัพย์\nอริยบุคคล\nอริยผล\nอริยมรรค\nอริยสั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nอำพล\nอำพะนำ\nอำพัน\nอำไพ\nอำเภอ\nอำมร\nอำมฤคโชค\nอำมฤต\nอำมหิต\nอำมาตย์\nอำมาตยาธิปไตย\nอำยวน\nอำรุง\nอำลา\nอำอวม\nอ้ำอึ้ง\nอิก\nอิง\nอิงค์\nอิงอร\nอิจฉา\nอิฉัน\nอิชยา\nอิฏฐารมณ์\nอิฐ\nอิฐผล\nอิด\nอิตถี\nอิตเทรียม\nอิตเทอร์เบียม\nอิติวุตตกะ\nอิทธิ\nอิน\nอินซูลิน\nอินเดีย\nอินเดียนแดง\nอินเดียม\nอินท์\nอินทขีล\nอินทนิล\nอินทผลัม\nอินทร์\nอินทรธนู\nอินทรวงศ์\nอินทรวิเชียร\nอินทรศักดิ์\nอินทราณี\nอินทราภิเษก\nอินทรายุธ\nอินทรี\nอินทรีย์\nอินทรียสังวร\nอินทีวร\nอินทุ\nอินฟราเรด\nอินัง\nอิ่ม\nอิมัลชัน\nอิริเดียม\nอิริยา\nอิริยาบถ\nอิรุพเพท\nอิเล็กตรอน\nอิเล็กทรอนิกส์\nอิเล็กโทน\nอิศร\nอิศวร\nอิษฏ์\nอิษฏี\nอิส\nอิสตรี\nอิสัตรี\nอิสรภาพ\nอิสระ\nอิสริยยศ\nอิสริยะ\nอิสริยาภรณ์\nอิสลาม\nอิสสา\nอิสิ\nอิสี\nอิหม่าม\nอิหลักอิเหลื่อ\nอี\nอี่\nอี้\nอี๊\nอี๋\nอี๋อ๋อ\nอีก\nอีก้อ\nอีก๋อย\nอีโก้ง\nอีจู้\nอี๊ด\nอีเต้อ\nอีโต้\nอีทุบ\nอีเทอร์\nอีนุงตุงนัง\nอีนูน\nอีโน\nอีแปะ\nอีโปง\nอีเพา\nอีมู\nอีรม\nอีลุ้ม\nอีลุ่ยฉุยแฉก\nอีเลิ้ง\nอีศ\nอีศวร\nอีส\nอีสาน\nอีสุกอีใส\nอีหรอบ\nอีหลักอีเหลื่อ\nอีหลี\nอีหลุกขลุกขลัก\nอีหลุกขลุกขลุ่ย\nอีเห็น\nอีเหน็บ\nอีเหนียว\nอีเหละเขละขละ\nอีเหละเขะขะ\nอีโหน่อีเหน่\nอีโหลกโขลกเขลก\nอีแอ่น\nอึ\nอึก\nอึ้ก\nอึ๊ก\nอึกทึก\nอึกอัก\nอึง\nอึ่ง\nอึ้ง\nอึด\nอึดตะปือ\nอึ้ดทึ่ด\nอึน\nอืด\nอื่น\nอื้น\nอือ\nอื้อ\nอื้อฮือ\nอุ\nอุก\nอุกกา\nอุกกาบาต\nอุกฤษฏ์\nอุกลาบาต\nอุค\nอุคระ\nอุคหนิมิต\nอุโฆษ\nอุ้ง\nอุจ\nอุจจาระ\nอุจฉุ\nอุจเฉท\nอุจเฉททิฐิ\nอุจาด\nอุชุ\nอุฏฐาการ\nอุณหภูมิ\nอุณหะ\nอุณหาหาร\nอุณหิส\nอุณา\nอุณาโลม\nอุด\nอุดเตา\nอุดม\nอุดมการณ์\nอุดมคติ\nอุดมศึกษา\nอุดร\nอุดหนุน\nอุตดม\nอุตตมะ\nอุตมภาพ\nอุตมางค์\nอุตดร\nอุตรกุรุทวีป\nอุตตรายัน\nอุตรนิกาย\nอุตรผลคุนี\nอุตตรผลคุนี\nอุตรภัทรบท\nอุตตรภัทรบท\nอุตตรภัททะ\nอุตราภิมุข\nอุตราวรรต\nอุตราวัฏ\nอุตราษาฒ\nอุตตราสาฬหะ\nอุตราสงค์\nอุตตานภาพ\nอุตพิด\nอุตรา\nอุตริ\nอุตริมนุสธรรม\nอุตลุด\nอุตส่าห์\nอุตสาหกรรม\nอุตสาหะ\nอุตุ\nอุตุนิยม\nอุตุนิยมวิทยา\nอุทก\nอุทกธาร\nอุทกธารา\nอุทกภัย\nอุทกวิทยา\nอุทกศาสตร์\nอุทธรณ์\nอุทธัจ\nอุทยาน\nอุทร\nอุทริยะ\nอุทลุม\nอุทัช\nอุทัย\nอุทาน\nอุทาร\nอุทาหรณ์\nอุทิศ\nอุทุมพร\nอุเทศ\nอุเทสิกเจดีย์\nอุธัจ\nอุ่น\nอุบ\nอุบล\nอุบะ\nอุบ๊ะ\nอุบัติ\nอุบาท\nอุบาทว์\nอุบาย\nอุบาสก\nอุบาสิกา\nอุเบกขา\nอุโบสถ\nอุปกรณ์\nอุปกรม\nอุปการ\nอุปการะ\nอุปการี\nอุปกิเลส\nอุปจาร\nอุปถัมภ์\nอุปถัมภก\nอุปทม\nอุปทูต\nอุปเทศ\nอุปเท่ห์\nอุปธิ\nอุปนัย\nอุปนิกขิต\nอุปนิษัท\nอุปนิสัย\nอุปบัติ\nอุปปาติกะ\nอุปพัทธ์\nอุปพันธ์\nอุปโภค\nอุปมา\nอุปมาน\nอุปไมย\nอุปยุวราช\nอุปรากร\nอุปราคา\nอุปราช\nอุปริ\nอุปริมปริยาย\nอุปโลกน์\nอุปเวท\nอุปสมบท\nอุปสมบัน\nอุปสัมบัน\nอุปสรรค\nอุปสัมปทา\nอุปฮาด\nอุปัชฌาย์\nอุปัชฌายวัตร\nอุปัชฌายะ\nอุปัฏฐาก\nอุปัฏฐานะ\nอุปัทวะ\nอุปัทวันตราย\nอุปาทาน\nอุปาหนา\nอุภัย\nอุ้ม\nอุมงค์\nอุโมงค์\nอุย\nอุ่ย\nอุ้ย\nอุ๊ย\nอุยยาน\nอุยยาม\nอุรณะ\nอุรพี\nอุระ\nอุรังอุตัง\nอุรัจฉัท\nอุรัจฉทะ\nอุรา\nอุรุ\nอุไร\nอุลกมณี\nอุลโลจ\nอุลามก\nอุลิด\nอุโลก\nอุแว้\nอุษณกร\nอุษณกาล\nอุษณรัศมี\nอุษณรุจี\nอุษณาการ\nอุษณีษ์\nอุษมะ\nอุษมัน\nอุษา\nอุษาโยค\nอุสภ\nอุสส่าห์\nอุสสาหะ\nอุสา\nอุสุ\nอุสุภ\nอุสุภราช\nอุสุม\nอุหรับ\nอุหลบ\nอุเหม่\nอุฬาร\nอู\nอู่\nอู้\nอูฐ\nอูด\nอูม\nอูย\nอูรุ\nอู๋อี๋\nเอ\nเอ้\nเอ๊\nเอก\nเอกเขนก\nเอกซเรย์\nเอกรรถประโยค\nเอกัคตา\nเอกังสพยากรณ์\nเอกังสวาที\nเอกา\nเอ้กา\nเอกาธิปไตย\nเอเคอร์\nเอง\nเอ็ง\nเอ๋ง\nเอ็ด\nเอ็ดตะโร\nเอดส์\nเอตทัคคะ\nเอ้เต\nเอทิล\nเอน\nเอ็น\nเอนไซม์\nเอ็นดู\nเอ็นอ่อน\nเอม\nเอ็มบริโอ\nเอย\nเอ่ย\nเอ๊ย\nเอ๋ย\nเอร็ดอร่อย\nเอราวัณ\nเอว\nเอ๊ว\nเอวัง\nเอฬกะ\nเอฬา\nเออ\nเอ่อ\nเออร์เบียม\nเอ้อระเหย\nเอ้อเร้อ\nเอ้อเฮอ\nเอ๊ะ\nเอะใจ\nเอะอะ\nเอะอะมะเทิ่ง\nเอา\nเอาทาร\nเอาทารย์\nเอารส\nเอาฬาร\nเอาะลาย\nเอิก\nเอิกเกริก\nเอิ้น\nเอิบ\nเอียง\nเอี้ยง\nเอียด\nเอี๊ยด\nเอียน\nเอี่ยน\nเอี่ยม\nเอี๊ยม\nเอี้ยมจุ๊น\nเอี้ยมเฟี้ยม\nเอี่ยว\nเอี้ยว\nเอื้อ\nเอื๊อก\nเอื้อง\nเอือด\nเอือน\nเอื้อน\nเอือม\nเอื้อม\nเอื่อย\nเอื้อย\nแอ\nแอ้\nแอ๋\nแอก\nแอกทิเนียม\nแอ่ง\nแอ้งแม้ง\nแอด\nแอ้ด\nแอ๊ด\nแอ่น\nแอนติเจน\nแอนติบอดี\nแอนติอิเล็กตรอน\nแอโนด\nแอบ\nแอม\nแอ้ม\nแอมแปร์\nแอมมิเตอร์\nแอมโมเนีย\nแอร่ม\nแอลกอฮอล์\nแอลฟา\nแอว\nแอ่ว\nแอ้วแซ่ว\nแอสทาทีน\nแอสไพริน\nแอสฟัลต์\nแอหนัง\nแออัด\nโอ\nโอ่\nโอ้\nโอ๋\nโอก\nโอ้ก\nโอ้กอ้าก\nโอ๊ก\nโอกาส\nโอฆชล\nโอฆสงสาร\nโอฆะ\nโอ่ง\nโองการ\nโองโขดง\nโอชะ\nโอชา\nโอโซน\nโอฐ\nโอด\nโอ๊ต\nโอตตัปปะ\nโอทนะ\nโอน\nโอบ\nโอปปาติกะ\nโอภา\nโอภาส\nโอม\nโอย\nโอ๊ย\nโอรส\nโอละพ่อ\nโอลิมปิก\nโอวาท\nโอษฐ์\nโอษฐชะ\nโอษฐภัย\nโอสถ\nโอห์ม\nโอหัง\nโอฬาร\nโอฬาริก\nโอฬารึก\nโอ้เอ้\nโอเอซิส\nโอ้โฮ\nไอ\nไอ้\nไอโซโทป\nไอน์สไตเนียม\nไอยรา\nไอยเรศ\nไอราพต\nไอราวัณ\nไอราวัต\nไอศกรีม\nไอศวรรย์\nไอศุริยสมบัติ\nไอศูรย์\nไอออน\nไอโอดีน\nฮกเกี้ยน\nฮด\nฮวงซุ้ย\nฮวน\nฮ้วนหมู\nฮวบ\nฮ่อ\nฮ้อ\nฮอกกี้\nฮอด\nฮ่อม\nฮ่อยจ๊อ\nฮอร์โมน\nฮอลแลนด์\nฮอลันดา\nฮะ\nฮะเบส\nฮะเรีย\nฮัก\nฮังเล\nฮัจญ์\nฮัจญะฮ์\nฮัจญี\nฮั่น\nฮั้ว\nฮา\nฮ้า\nฮ่างหลวง\nฮาจญ์\nฮาม\nฮาเร็ม\nฮาห์เนียม\nฮิจเราะห์\nฮินดู\nฮิปโปโปเตมัส\nฮิสทีเรีย\nฮีเลียม\nฮึ\nฮึก\nฮึด\nฮึดฮัด\nฮึ่ม\nฮึย\nฮึ่ย\nฮืดฮาด\nฮือ\nฮื่อ\nฮื้อ\nฮื้อฉี่\nฮุด\nฮุบ\nฮุยเลฮุย\nฮู้\nฮูก\nฮูม\nเฮ\nเฮฮา\nเฮกตาร์\nเฮกโตกรัม\nเฮกโตเมตร\nเฮกโตลิตร\nเฮง\nเฮ็ด\nเฮโมโกลบิน\nเฮย\nเฮ่ย\nเฮ้ย\nเฮโรอีน\nเฮลิคอปเตอร์\nเฮโล\nเฮละโล\nเฮ้ว\nเฮอ\nเฮ่อ\nเฮ้อ\nเฮอริเคน\nเฮิรตซ์\nเฮี้ยน\nเฮี้ยบ\nเฮี้ยว\nเฮือก\nเฮือน\nแฮ\nแฮ่\nแฮก\nแฮ่กึ๊น\nแฮนด์บอล\nแฮฟเนียม\nแฮม\nแฮะ\nโฮ\nโฮก\nโฮ่ง\nโฮ้ง\nโฮเต็ล\nโฮลเมียม\nโฮะ\nไฮ้\nไฮโกรมิเตอร์\nไฮดรา\nไฮโดร\nไฮโดรคาร์บอน\nไฮโดรเจน\nไฮโดรมิเตอร์\nไฮไฟ\nไฮโล\nไฮฮี\n"
-              .split(/[\r\n]+/)
-              .filter(function (w) {
-                return w.length > 1;
-              })
-      this.addWords(words, false)
-    }
-    if(finalize){
-      this.finalizeDict();
-    }
-  },
-
-  dictSeek: function (l, r, ch, strOffset, pos) {
-    var ans = null;
-    while (l <= r) {
-      var m = Math.floor((l + r) / 2),
-        dict_item = this.dict[m],
-        len = dict_item.length;
-      if (len <= strOffset) {
-        l = m + 1;
-      } else {
-        var ch_ = dict_item[strOffset];
-        if (ch_ < ch) {
-          l = m + 1;
-        } else if (ch_ > ch) {
-          r = m - 1;
-        } else {
-          ans = m;
-          if (pos == LEFT) {
-            r = m - 1;
-          } else {
-            l = m + 1;
-          }
-        }
-      }
-    }
-    return ans;
-  },
-
-  isFinal: function (acceptor) {
-    return this.dict[acceptor.l].length == acceptor.strOffset;
-  },
-
-  createAcceptor: function () {
-    return {
-      l: 0,
-      r: this.dict.length - 1,
-      strOffset: 0,
-      isFinal: false,
-      dict: this,
-      transit: function (ch) {
-        return this.dict.transit(this, ch);
-      },
-      isError: false,
-      tag: "DICT",
-      w: 1,
-      type: "DICT"
-    };
-  },
-
-  transit: function (acceptor, ch) {
-    var l = this.dictSeek(acceptor.l,
-      acceptor.r,
-      ch,
-      acceptor.strOffset,
-      LEFT);
-    if (l !== null) {
-      var r = this.dictSeek(l,
-        acceptor.r,
-        ch,
-        acceptor.strOffset,
-        RIGHT);
-      acceptor.l = l;
-      acceptor.r = r;
-      acceptor.strOffset++;
-      acceptor.isFinal = this.isFinal(acceptor);
-    } else {
-      acceptor.isError = true;
-    }
-    return acceptor;
-  },
-
-  sortuniq: function(a){
-    return a.sort().filter(function(item, pos, arr){
-      return !pos || item != arr[pos - 1];
-    })
-  },
-
-  flatten: function(a){
-    //[[1,2],[3]] -> [1,2,3]
-    return [].concat.apply([], a);
-  }
-};
-module.exports = WordcutDict;
-
-}).call(this,"/dist/tmp")
-},{"glob":16,"path":22}],3:[function(require,module,exports){
-var WordRule = {
-  createAcceptor: function(tag) {
-    if (tag["WORD_RULE"])
-      return null;
-
-    return {strOffset: 0,
-            isFinal: false,
-            transit: function(ch) {
-              var lch = ch.toLowerCase();
-              if (lch >= "a" && lch <= "z") {
-                this.isFinal = true;
-                this.strOffset++;
-              } else {
-                this.isError = true;
-              }
-              return this;
-            },
-            isError: false,
-            tag: "WORD_RULE",
-            type: "WORD_RULE",
-            w: 1};
-  }
-};
-
-var NumberRule = {
-  createAcceptor: function(tag) {
-    if (tag["NUMBER_RULE"])
-      return null;
-
-    return {strOffset: 0,
-            isFinal: false,
-            transit: function(ch) {
-              if (ch >= "0" && ch <= "9") {
-                this.isFinal = true;
-                this.strOffset++;
-              } else {
-                this.isError = true;
-              }
-              return this;
-            },
-            isError: false,
-            tag: "NUMBER_RULE",
-            type: "NUMBER_RULE",
-            w: 1};
-  }
-};
-
-var SpaceRule = {
-  tag: "SPACE_RULE",
-  createAcceptor: function(tag) {
-
-    if (tag["SPACE_RULE"])
-      return null;
-
-    return {strOffset: 0,
-            isFinal: false,
-            transit: function(ch) {
-              if (ch == " " || ch == "\t" || ch == "\r" || ch == "\n" ||
-                  ch == "\u00A0" || ch=="\u2003"//nbsp and emsp
-                 ) {
-                this.isFinal = true;
-                this.strOffset++;
-              } else {
-                this.isError = true;
-              }
-              return this;
-            },
-            isError: false,
-            tag: SpaceRule.tag,
-            w: 1,
-            type: "SPACE_RULE"};
-  }
-}
-
-var SingleSymbolRule = {
-  tag: "SINSYM",
-  createAcceptor: function(tag) {
-    return {strOffset: 0,
-            isFinal: false,
-            transit: function(ch) {
-              if (this.strOffset == 0 && ch.match(/^[\@\(\)\/\,\-\."`]$/)) {
-                this.isFinal = true;
-                this.strOffset++;
-              } else {
-                this.isError = true;
-              }
-              return this;
-            },
-            isError: false,
-            tag: "SINSYM",
-            w: 1,
-            type: "SINSYM"};
-  }
-}
-
-
-var LatinRules = [WordRule, SpaceRule, SingleSymbolRule, NumberRule];
-
-module.exports = LatinRules;
-
-},{}],4:[function(require,module,exports){
-var _ = require("underscore")
-  , WordcutCore = require("./wordcut_core");
-var PathInfoBuilder = {
-
-  /*
-    buildByPartAcceptors: function(path, acceptors, i) {
-    var 
-    var genInfos = partAcceptors.reduce(function(genInfos, acceptor) {
-      
-    }, []);
-    
-    return genInfos;
-  } 
-  */
-
-  buildByAcceptors: function(path, finalAcceptors, i) {
-    var self = this;
-    var infos = finalAcceptors.map(function(acceptor) {
-      var p = i - acceptor.strOffset + 1
-        , _info = path[p];            
-      
-      var info = {p: p, 
-                  mw: _info.mw + (acceptor.mw === undefined ? 0 : acceptor.mw),
-                  w: acceptor.w + _info.w,
-                  unk: (acceptor.unk ? acceptor.unk : 0) + _info.unk, 
-                  type: acceptor.type};
-
-      if (acceptor.type == "PART") {
-        for(var j = p + 1; j <= i; j++) {
-          path[j].merge = p;
-        }
-        info.merge = p;
-      }
-
-      return info;
-    });
-    return infos.filter(function(info) { return info; });
-  },
-  
-  fallback: function(path, leftBoundary, text, i) {
-    var _info = path[leftBoundary];
-    if (text[i].match(/[\u0E48-\u0E4E]/)) {
-      if (leftBoundary != 0) 
-        leftBoundary = path[leftBoundary].p;
-      return {p: leftBoundary,
-              mw: 0,
-              w: 1 + _info.w,
-              unk: 1 + _info.unk,
-              type: "UNK"};      
-/*    } else if(leftBoundary > 0 && path[leftBoundary].type !== "UNK") {
-      leftBoundary = path[leftBoundary].p;
-      return {p: leftBoundary,
-              w: 1 + _info.w,
-              unk: 1 + _info.unk,
-              type: "UNK"};            */
-    } else {      
-      return {p: leftBoundary,
-              mw: _info.mw,
-              w: 1 + _info.w,
-              unk: 1 + _info.unk,
-              type: "UNK"};
-    }
-  },
-  
-  build: function(path, finalAcceptors, i, leftBoundary, text) {
-    var basicPathInfos = this.buildByAcceptors(path, finalAcceptors, i);
-    if (basicPathInfos.length > 0) {
-      return basicPathInfos;
-    } else {
-      return [this.fallback(path, leftBoundary, text, i)];
-    }
-  }
-};
-
-module.exports = function() {
-  return _.clone(PathInfoBuilder);
-}
-
-},{"./wordcut_core":8,"underscore":25}],5:[function(require,module,exports){
-var _ = require("underscore");
-
-
-var PathSelector = {
-  selectPath: function(paths) {
-    var path = paths.reduce(function(selectedPath, path) {
-      if (selectedPath == null) {        
-        return path;
-      } else {
-        if (path.unk < selectedPath.unk) 
-          return path;        
-        if (path.unk == selectedPath.unk) {
-          if (path.mw < selectedPath.mw)
-            return path
-          if (path.mw == selectedPath.mw) {
-            if (path.w < selectedPath.w) 
-              return path;
-          }
-        }
-        return selectedPath;
-      }
-    }, null);
-    return path;
-  },
-  
-  createPath: function() {
-    return [{p:null, w:0, unk:0, type: "INIT", mw:0}];
-  }
-};
-
-module.exports = function() {
-  return _.clone(PathSelector);
-};
-
-},{"underscore":25}],6:[function(require,module,exports){
-function isMatch(pat, offset, ch) {
-  if (pat.length <= offset)
-    return false;
-  var _ch = pat[offset];
-  return _ch == ch ||
-         (_ch.match(/[กข]/) && ch.match(/[ก-ฮ]/)) ||
-         (_ch.match(/[มบ]/) && ch.match(/[ก-ฮ]/)) ||
-         (_ch.match(/\u0E49/) && ch.match(/[\u0E48-\u0E4B]/));
-}
-
-var Rule0 = {
-  pat: "เหก็ม",
-  createAcceptor: function(tag) {
-    return {strOffset: 0,
-            isFinal: false,
-            transit: function(ch) {
-              if (isMatch(Rule0.pat, this.strOffset,ch)) {                 
-                this.isFinal = (this.strOffset + 1 == Rule0.pat.length);                
-                this.strOffset++;
-              } else {              
-                this.isError = true;             
-              }
-              return this;
-            },
-            isError: false,
-            tag: "THAI_RULE",
-            type: "THAI_RULE", 
-            w: 1};                        
-  }
-};
-
-var PartRule = {
-  createAcceptor: function(tag) {
-    return {strOffset: 0,
-            patterns: [
-              "แก", "เก", "ก้", "กก์", "กา", "กี", "กิ", "กืก"  
-            ],
-            isFinal: false,
-            transit: function(ch) {
-              var offset = this.strOffset;
-              this.patterns = this.patterns.filter(function(pat) {
-                return isMatch(pat, offset, ch);
-              });
-              
-              if (this.patterns.length > 0) {
-                var len = 1 + offset;
-                this.isFinal = this.patterns.some(function(pat) {
-                  return pat.length == len; 
-                });
-                this.strOffset++;
-              } else {              
-                this.isError = true;             
-              }
-              return this;
-            },
-            isError: false,
-            tag: "PART",
-            type: "PART", 
-            unk: 1,
-            w: 1};                        
-  }
-};
-
-var ThaiRules = [Rule0, PartRule];
-
-module.exports = ThaiRules;
-
-},{}],7:[function(require,module,exports){
-var sys = require("sys")
-  , WordcutDict = require("./dict")
-  , WordcutCore = require("./wordcut_core")
-  , PathInfoBuilder = require("./path_info_builder")
-  , PathSelector = require("./path_selector")
-  , Acceptors = require("./acceptors")
-  , latinRules = require("./latin_rules")
-  , thaiRules = require("./thai_rules")
-  , _ = require("underscore");
-
-
-var Wordcut = Object.create(WordcutCore);
-Wordcut.defaultPathInfoBuilder = PathInfoBuilder;
-Wordcut.defaultPathSelector = PathSelector;
-Wordcut.defaultAcceptors = Acceptors;
-Wordcut.defaultLatinRules = latinRules;
-Wordcut.defaultThaiRules = thaiRules;
-Wordcut.defaultDict = WordcutDict;
-
-
-Wordcut.initNoDict = function(dict_path) {
-  var self = this;
-  self.pathInfoBuilder = new self.defaultPathInfoBuilder;
-  self.pathSelector = new self.defaultPathSelector;
-  self.acceptors = new self.defaultAcceptors;
-  self.defaultLatinRules.forEach(function(rule) {
-    self.acceptors.creators.push(rule);
-  });
-  self.defaultThaiRules.forEach(function(rule) {
-    self.acceptors.creators.push(rule);
-  });
-};
-
-Wordcut.init = function(dict_path, withDefault, additionalWords) {
-  withDefault = withDefault || false;
-  this.initNoDict();
-  var dict = _.clone(this.defaultDict);
-  dict.init(dict_path, withDefault, additionalWords);
-  this.acceptors.creators.push(dict);
-};
-
-module.exports = Wordcut;
-
-},{"./acceptors":1,"./dict":2,"./latin_rules":3,"./path_info_builder":4,"./path_selector":5,"./thai_rules":6,"./wordcut_core":8,"sys":28,"underscore":25}],8:[function(require,module,exports){
-var WordcutCore = {
-
-  buildPath: function(text) {
-    var self = this
-      , path = self.pathSelector.createPath()
-      , leftBoundary = 0;
-    self.acceptors.reset();
-    for (var i = 0; i < text.length; i++) {
-      var ch = text[i];
-      self.acceptors.transit(ch);
-
-      var possiblePathInfos = self
-        .pathInfoBuilder
-        .build(path,
-               self.acceptors.getFinalAcceptors(),
-               i,
-               leftBoundary,
-               text);
-      var selectedPath = self.pathSelector.selectPath(possiblePathInfos)
-
-      path.push(selectedPath);
-      if (selectedPath.type !== "UNK") {
-        leftBoundary = i;
-      }
-    }
-    return path;
-  },
-
-  pathToRanges: function(path) {
-    var e = path.length - 1
-     , ranges = [];
-
-    while (e > 0) {
-      var info = path[e]
-       , s = info.p;
-
-      if (info.merge !== undefined && ranges.length > 0) {
-        var r = ranges[ranges.length - 1];
-        r.s = info.merge;
-        s = r.s;
-      } else {
-        ranges.push({s:s, e:e});
-      }
-      e = s;
-    }
-    return ranges.reverse();
-  },
-
-  rangesToText: function(text, ranges, delimiter) {
-    return ranges.map(function(r) {
-      return text.substring(r.s, r.e);
-    }).join(delimiter);
-  },
-
-  cut: function(text, delimiter) {
-    var path = this.buildPath(text)
-      , ranges = this.pathToRanges(path);
-    return this
-      .rangesToText(text, ranges,
-                    (delimiter === undefined ? "|" : delimiter));
-  },
-
-  cutIntoRanges: function(text, noText) {
-    var path = this.buildPath(text)
-      , ranges = this.pathToRanges(path);
-
-    if (!noText) {
-      ranges.forEach(function(r) {
-        r.text = text.substring(r.s, r.e);
-      });
-    }
-    return ranges;
-  },
-
-  cutIntoArray: function(text) {
-    var path = this.buildPath(text)
-      , ranges = this.pathToRanges(path);
-    
-    return ranges.map(function(r) {
-      return text.substring(r.s, r.e)
-    });
-  }
-};
-
-module.exports = WordcutCore;
-
-},{}],9:[function(require,module,exports){
-// http://wiki.commonjs.org/wiki/Unit_Testing/1.0
-//
-// THIS IS NOT TESTED NOR LIKELY TO WORK OUTSIDE V8!
-//
-// Originally from narwhal.js (http://narwhaljs.org)
-// Copyright (c) 2009 Thomas Robinson <280north.com>
-//
-// Permission is hereby granted, free of charge, to any person obtaining a copy
-// of this software and associated documentation files (the 'Software'), to
-// deal in the Software without restriction, including without limitation the
-// rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
-// sell copies of the Software, and to permit persons to whom the Software is
-// furnished to do so, subject to the following conditions:
-//
-// The above copyright notice and this permission notice shall be included in
-// all copies or substantial portions of the Software.
-//
-// THE SOFTWARE IS PROVIDED 'AS IS', WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-// AUTHORS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN
-// ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
-// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
-
-// when used in node, this will actually load the util module we depend on
-// versus loading the builtin util module as happens otherwise
-// this is a bug in node module loading as far as I am concerned
-var util = require('util/');
-
-var pSlice = Array.prototype.slice;
-var hasOwn = Object.prototype.hasOwnProperty;
-
-// 1. The assert module provides functions that throw
-// AssertionError's when particular conditions are not met. The
-// assert module must conform to the following interface.
-
-var assert = module.exports = ok;
-
-// 2. The AssertionError is defined in assert.
-// new assert.AssertionError({ message: message,
-//                             actual: actual,
-//                             expected: expected })
-
-assert.AssertionError = function AssertionError(options) {
-  this.name = 'AssertionError';
-  this.actual = options.actual;
-  this.expected = options.expected;
-  this.operator = options.operator;
-  if (options.message) {
-    this.message = options.message;
-    this.generatedMessage = false;
-  } else {
-    this.message = getMessage(this);
-    this.generatedMessage = true;
-  }
-  var stackStartFunction = options.stackStartFunction || fail;
-
-  if (Error.captureStackTrace) {
-    Error.captureStackTrace(this, stackStartFunction);
-  }
-  else {
-    // non v8 browsers so we can have a stacktrace
-    var err = new Error();
-    if (err.stack) {
-      var out = err.stack;
-
-      // try to strip useless frames
-      var fn_name = stackStartFunction.name;
-      var idx = out.indexOf('\n' + fn_name);
-      if (idx >= 0) {
-        // once we have located the function frame
-        // we need to strip out everything before it (and its line)
-        var next_line = out.indexOf('\n', idx + 1);
-        out = out.substring(next_line + 1);
-      }
-
-      this.stack = out;
-    }
-  }
-};
-
-// assert.AssertionError instanceof Error
-util.inherits(assert.AssertionError, Error);
-
-function replacer(key, value) {
-  if (util.isUndefined(value)) {
-    return '' + value;
-  }
-  if (util.isNumber(value) && !isFinite(value)) {
-    return value.toString();
-  }
-  if (util.isFunction(value) || util.isRegExp(value)) {
-    return value.toString();
-  }
-  return value;
-}
-
-function truncate(s, n) {
-  if (util.isString(s)) {
-    return s.length < n ? s : s.slice(0, n);
-  } else {
-    return s;
-  }
-}
-
-function getMessage(self) {
-  return truncate(JSON.stringify(self.actual, replacer), 128) + ' ' +
-         self.operator + ' ' +
-         truncate(JSON.stringify(self.expected, replacer), 128);
-}
-
-// At present only the three keys mentioned above are used and
-// understood by the spec. Implementations or sub modules can pass
-// other keys to the AssertionError's constructor - they will be
-// ignored.
-
-// 3. All of the following functions must throw an AssertionError
-// when a corresponding condition is not met, with a message that
-// may be undefined if not provided.  All assertion methods provide
-// both the actual and expected values to the assertion error for
-// display purposes.
-
-function fail(actual, expected, message, operator, stackStartFunction) {
-  throw new assert.AssertionError({
-    message: message,
-    actual: actual,
-    expected: expected,
-    operator: operator,
-    stackStartFunction: stackStartFunction
-  });
-}
-
-// EXTENSION! allows for well behaved errors defined elsewhere.
-assert.fail = fail;
-
-// 4. Pure assertion tests whether a value is truthy, as determined
-// by !!guard.
-// assert.ok(guard, message_opt);
-// This statement is equivalent to assert.equal(true, !!guard,
-// message_opt);. To test strictly for the value true, use
-// assert.strictEqual(true, guard, message_opt);.
-
-function ok(value, message) {
-  if (!value) fail(value, true, message, '==', assert.ok);
-}
-assert.ok = ok;
-
-// 5. The equality assertion tests shallow, coercive equality with
-// ==.
-// assert.equal(actual, expected, message_opt);
-
-assert.equal = function equal(actual, expected, message) {
-  if (actual != expected) fail(actual, expected, message, '==', assert.equal);
-};
-
-// 6. The non-equality assertion tests for whether two objects are not equal
-// with != assert.notEqual(actual, expected, message_opt);
-
-assert.notEqual = function notEqual(actual, expected, message) {
-  if (actual == expected) {
-    fail(actual, expected, message, '!=', assert.notEqual);
-  }
-};
-
-// 7. The equivalence assertion tests a deep equality relation.
-// assert.deepEqual(actual, expected, message_opt);
-
-assert.deepEqual = function deepEqual(actual, expected, message) {
-  if (!_deepEqual(actual, expected)) {
-    fail(actual, expected, message, 'deepEqual', assert.deepEqual);
-  }
-};
-
-function _deepEqual(actual, expected) {
-  // 7.1. All identical values are equivalent, as determined by ===.
-  if (actual === expected) {
-    return true;
-
-  } else if (util.isBuffer(actual) && util.isBuffer(expected)) {
-    if (actual.length != expected.length) return false;
-
-    for (var i = 0; i < actual.length; i++) {
-      if (actual[i] !== expected[i]) return false;
-    }
-
-    return true;
-
-  // 7.2. If the expected value is a Date object, the actual value is
-  // equivalent if it is also a Date object that refers to the same time.
-  } else if (util.isDate(actual) && util.isDate(expected)) {
-    return actual.getTime() === expected.getTime();
-
-  // 7.3 If the expected value is a RegExp object, the actual value is
-  // equivalent if it is also a RegExp object with the same source and
-  // properties (`global`, `multiline`, `lastIndex`, `ignoreCase`).
-  } else if (util.isRegExp(actual) && util.isRegExp(expected)) {
-    return actual.source === expected.source &&
-           actual.global === expected.global &&
-           actual.multiline === expected.multiline &&
-           actual.lastIndex === expected.lastIndex &&
-           actual.ignoreCase === expected.ignoreCase;
-
-  // 7.4. Other pairs that do not both pass typeof value == 'object',
-  // equivalence is determined by ==.
-  } else if (!util.isObject(actual) && !util.isObject(expected)) {
-    return actual == expected;
-
-  // 7.5 For all other Object pairs, including Array objects, equivalence is
-  // determined by having the same number of owned properties (as verified
-  // with Object.prototype.hasOwnProperty.call), the same set of keys
-  // (although not necessarily the same order), equivalent values for every
-  // corresponding key, and an identical 'prototype' property. Note: this
-  // accounts for both named and indexed properties on Arrays.
-  } else {
-    return objEquiv(actual, expected);
-  }
-}
-
-function isArguments(object) {
-  return Object.prototype.toString.call(object) == '[object Arguments]';
-}
-
-function objEquiv(a, b) {
-  if (util.isNullOrUndefined(a) || util.isNullOrUndefined(b))
-    return false;
-  // an identical 'prototype' property.
-  if (a.prototype !== b.prototype) return false;
-  // if one is a primitive, the other must be same
-  if (util.isPrimitive(a) || util.isPrimitive(b)) {
-    return a === b;
-  }
-  var aIsArgs = isArguments(a),
-      bIsArgs = isArguments(b);
-  if ((aIsArgs && !bIsArgs) || (!aIsArgs && bIsArgs))
-    return false;
-  if (aIsArgs) {
-    a = pSlice.call(a);
-    b = pSlice.call(b);
-    return _deepEqual(a, b);
-  }
-  var ka = objectKeys(a),
-      kb = objectKeys(b),
-      key, i;
-  // having the same number of owned properties (keys incorporates
-  // hasOwnProperty)
-  if (ka.length != kb.length)
-    return false;
-  //the same set of keys (although not necessarily the same order),
-  ka.sort();
-  kb.sort();
-  //~~~cheap key test
-  for (i = ka.length - 1; i >= 0; i--) {
-    if (ka[i] != kb[i])
-      return false;
-  }
-  //equivalent values for every corresponding key, and
-  //~~~possibly expensive deep test
-  for (i = ka.length - 1; i >= 0; i--) {
-    key = ka[i];
-    if (!_deepEqual(a[key], b[key])) return false;
-  }
-  return true;
-}
-
-// 8. The non-equivalence assertion tests for any deep inequality.
-// assert.notDeepEqual(actual, expected, message_opt);
-
-assert.notDeepEqual = function notDeepEqual(actual, expected, message) {
-  if (_deepEqual(actual, expected)) {
-    fail(actual, expected, message, 'notDeepEqual', assert.notDeepEqual);
-  }
-};
-
-// 9. The strict equality assertion tests strict equality, as determined by ===.
-// assert.strictEqual(actual, expected, message_opt);
-
-assert.strictEqual = function strictEqual(actual, expected, message) {
-  if (actual !== expected) {
-    fail(actual, expected, message, '===', assert.strictEqual);
-  }
-};
-
-// 10. The strict non-equality assertion tests for strict inequality, as
-// determined by !==.  assert.notStrictEqual(actual, expected, message_opt);
-
-assert.notStrictEqual = function notStrictEqual(actual, expected, message) {
-  if (actual === expected) {
-    fail(actual, expected, message, '!==', assert.notStrictEqual);
-  }
-};
-
-function expectedException(actual, expected) {
-  if (!actual || !expected) {
-    return false;
-  }
-
-  if (Object.prototype.toString.call(expected) == '[object RegExp]') {
-    return expected.test(actual);
-  } else if (actual instanceof expected) {
-    return true;
-  } else if (expected.call({}, actual) === true) {
-    return true;
-  }
-
-  return false;
-}
-
-function _throws(shouldThrow, block, expected, message) {
-  var actual;
-
-  if (util.isString(expected)) {
-    message = expected;
-    expected = null;
-  }
-
-  try {
-    block();
-  } catch (e) {
-    actual = e;
-  }
-
-  message = (expected && expected.name ? ' (' + expected.name + ').' : '.') +
-            (message ? ' ' + message : '.');
-
-  if (shouldThrow && !actual) {
-    fail(actual, expected, 'Missing expected exception' + message);
-  }
-
-  if (!shouldThrow && expectedException(actual, expected)) {
-    fail(actual, expected, 'Got unwanted exception' + message);
-  }
-
-  if ((shouldThrow && actual && expected &&
-      !expectedException(actual, expected)) || (!shouldThrow && actual)) {
-    throw actual;
-  }
-}
-
-// 11. Expected to throw an error:
-// assert.throws(block, Error_opt, message_opt);
-
-assert.throws = function(block, /*optional*/error, /*optional*/message) {
-  _throws.apply(this, [true].concat(pSlice.call(arguments)));
-};
-
-// EXTENSION! This is annoying to write outside this module.
-assert.doesNotThrow = function(block, /*optional*/message) {
-  _throws.apply(this, [false].concat(pSlice.call(arguments)));
-};
-
-assert.ifError = function(err) { if (err) {throw err;}};
-
-var objectKeys = Object.keys || function (obj) {
-  var keys = [];
-  for (var key in obj) {
-    if (hasOwn.call(obj, key)) keys.push(key);
-  }
-  return keys;
-};
-
-},{"util/":28}],10:[function(require,module,exports){
-'use strict';
-module.exports = balanced;
-function balanced(a, b, str) {
-  if (a instanceof RegExp) a = maybeMatch(a, str);
-  if (b instanceof RegExp) b = maybeMatch(b, str);
-
-  var r = range(a, b, str);
-
-  return r && {
-    start: r[0],
-    end: r[1],
-    pre: str.slice(0, r[0]),
-    body: str.slice(r[0] + a.length, r[1]),
-    post: str.slice(r[1] + b.length)
-  };
-}
-
-function maybeMatch(reg, str) {
-  var m = str.match(reg);
-  return m ? m[0] : null;
-}
-
-balanced.range = range;
-function range(a, b, str) {
-  var begs, beg, left, right, result;
-  var ai = str.indexOf(a);
-  var bi = str.indexOf(b, ai + 1);
-  var i = ai;
-
-  if (ai >= 0 && bi > 0) {
-    begs = [];
-    left = str.length;
-
-    while (i >= 0 && !result) {
-      if (i == ai) {
-        begs.push(i);
-        ai = str.indexOf(a, i + 1);
-      } else if (begs.length == 1) {
-        result = [ begs.pop(), bi ];
-      } else {
-        beg = begs.pop();
-        if (beg < left) {
-          left = beg;
-          right = bi;
-        }
-
-        bi = str.indexOf(b, i + 1);
-      }
-
-      i = ai < bi && ai >= 0 ? ai : bi;
-    }
-
-    if (begs.length) {
-      result = [ left, right ];
-    }
-  }
-
-  return result;
-}
-
-},{}],11:[function(require,module,exports){
-var concatMap = require('concat-map');
-var balanced = require('balanced-match');
-
-module.exports = expandTop;
-
-var escSlash = '\0SLASH'+Math.random()+'\0';
-var escOpen = '\0OPEN'+Math.random()+'\0';
-var escClose = '\0CLOSE'+Math.random()+'\0';
-var escComma = '\0COMMA'+Math.random()+'\0';
-var escPeriod = '\0PERIOD'+Math.random()+'\0';
-
-function numeric(str) {
-  return parseInt(str, 10) == str
-    ? parseInt(str, 10)
-    : str.charCodeAt(0);
-}
-
-function escapeBraces(str) {
-  return str.split('\\\\').join(escSlash)
-            .split('\\{').join(escOpen)
-            .split('\\}').join(escClose)
-            .split('\\,').join(escComma)
-            .split('\\.').join(escPeriod);
-}
-
-function unescapeBraces(str) {
-  return str.split(escSlash).join('\\')
-            .split(escOpen).join('{')
-            .split(escClose).join('}')
-            .split(escComma).join(',')
-            .split(escPeriod).join('.');
-}
-
-
-// Basically just str.split(","), but handling cases
-// where we have nested braced sections, which should be
-// treated as individual members, like {a,{b,c},d}
-function parseCommaParts(str) {
-  if (!str)
-    return [''];
-
-  var parts = [];
-  var m = balanced('{', '}', str);
-
-  if (!m)
-    return str.split(',');
-
-  var pre = m.pre;
-  var body = m.body;
-  var post = m.post;
-  var p = pre.split(',');
-
-  p[p.length-1] += '{' + body + '}';
-  var postParts = parseCommaParts(post);
-  if (post.length) {
-    p[p.length-1] += postParts.shift();
-    p.push.apply(p, postParts);
-  }
-
-  parts.push.apply(parts, p);
-
-  return parts;
-}
-
-function expandTop(str) {
-  if (!str)
-    return [];
-
-  // I don't know why Bash 4.3 does this, but it does.
-  // Anything starting with {} will have the first two bytes preserved
-  // but *only* at the top level, so {},a}b will not expand to anything,
-  // but a{},b}c will be expanded to [a}c,abc].
-  // One could argue that this is a bug in Bash, but since the goal of
-  // this module is to match Bash's rules, we escape a leading {}
-  if (str.substr(0, 2) === '{}') {
-    str = '\\{\\}' + str.substr(2);
-  }
-
-  return expand(escapeBraces(str), true).map(unescapeBraces);
-}
-
-function identity(e) {
-  return e;
-}
-
-function embrace(str) {
-  return '{' + str + '}';
-}
-function isPadded(el) {
-  return /^-?0\d/.test(el);
-}
-
-function lte(i, y) {
-  return i <= y;
-}
-function gte(i, y) {
-  return i >= y;
-}
-
-function expand(str, isTop) {
-  var expansions = [];
-
-  var m = balanced('{', '}', str);
-  if (!m || /\$$/.test(m.pre)) return [str];
-
-  var isNumericSequence = /^-?\d+\.\.-?\d+(?:\.\.-?\d+)?$/.test(m.body);
-  var isAlphaSequence = /^[a-zA-Z]\.\.[a-zA-Z](?:\.\.-?\d+)?$/.test(m.body);
-  var isSequence = isNumericSequence || isAlphaSequence;
-  var isOptions = m.body.indexOf(',') >= 0;
-  if (!isSequence && !isOptions) {
-    // {a},b}
-    if (m.post.match(/,.*\}/)) {
-      str = m.pre + '{' + m.body + escClose + m.post;
-      return expand(str);
-    }
-    return [str];
-  }
-
-  var n;
-  if (isSequence) {
-    n = m.body.split(/\.\./);
-  } else {
-    n = parseCommaParts(m.body);
-    if (n.length === 1) {
-      // x{{a,b}}y ==> x{a}y x{b}y
-      n = expand(n[0], false).map(embrace);
-      if (n.length === 1) {
-        var post = m.post.length
-          ? expand(m.post, false)
-          : [''];
-        return post.map(function(p) {
-          return m.pre + n[0] + p;
-        });
-      }
-    }
-  }
-
-  // at this point, n is the parts, and we know it's not a comma set
-  // with a single entry.
-
-  // no need to expand pre, since it is guaranteed to be free of brace-sets
-  var pre = m.pre;
-  var post = m.post.length
-    ? expand(m.post, false)
-    : [''];
-
-  var N;
-
-  if (isSequence) {
-    var x = numeric(n[0]);
-    var y = numeric(n[1]);
-    var width = Math.max(n[0].length, n[1].length)
-    var incr = n.length == 3
-      ? Math.abs(numeric(n[2]))
-      : 1;
-    var test = lte;
-    var reverse = y < x;
-    if (reverse) {
-      incr *= -1;
-      test = gte;
-    }
-    var pad = n.some(isPadded);
-
-    N = [];
-
-    for (var i = x; test(i, y); i += incr) {
-      var c;
-      if (isAlphaSequence) {
-        c = String.fromCharCode(i);
-        if (c === '\\')
-          c = '';
-      } else {
-        c = String(i);
-        if (pad) {
-          var need = width - c.length;
-          if (need > 0) {
-            var z = new Array(need + 1).join('0');
-            if (i < 0)
-              c = '-' + z + c.slice(1);
-            else
-              c = z + c;
-          }
-        }
-      }
-      N.push(c);
-    }
-  } else {
-    N = concatMap(n, function(el) { return expand(el, false) });
-  }
-
-  for (var j = 0; j < N.length; j++) {
-    for (var k = 0; k < post.length; k++) {
-      var expansion = pre + N[j] + post[k];
-      if (!isTop || isSequence || expansion)
-        expansions.push(expansion);
-    }
-  }
-
-  return expansions;
-}
-
-
-},{"balanced-match":10,"concat-map":13}],12:[function(require,module,exports){
-
-},{}],13:[function(require,module,exports){
-module.exports = function (xs, fn) {
-    var res = [];
-    for (var i = 0; i < xs.length; i++) {
-        var x = fn(xs[i], i);
-        if (isArray(x)) res.push.apply(res, x);
-        else res.push(x);
-    }
-    return res;
-};
-
-var isArray = Array.isArray || function (xs) {
-    return Object.prototype.toString.call(xs) === '[object Array]';
-};
-
-},{}],14:[function(require,module,exports){
-// Copyright Joyent, Inc. and other Node contributors.
-//
-// Permission is hereby granted, free of charge, to any person obtaining a
-// copy of this software and associated documentation files (the
-// "Software"), to deal in the Software without restriction, including
-// without limitation the rights to use, copy, modify, merge, publish,
-// distribute, sublicense, and/or sell copies of the Software, and to permit
-// persons to whom the Software is furnished to do so, subject to the
-// following conditions:
-//
-// The above copyright notice and this permission notice shall be included
-// in all copies or substantial portions of the Software.
-//
-// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS
-// OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
-// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN
-// NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
-// DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR
-// OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE
-// USE OR OTHER DEALINGS IN THE SOFTWARE.
-
-function EventEmitter() {
-  this._events = this._events || {};
-  this._maxListeners = this._maxListeners || undefined;
-}
-module.exports = EventEmitter;
-
-// Backwards-compat with node 0.10.x
-EventEmitter.EventEmitter = EventEmitter;
-
-EventEmitter.prototype._events = undefined;
-EventEmitter.prototype._maxListeners = undefined;
-
-// By default EventEmitters will print a warning if more than 10 listeners are
-// added to it. This is a useful default which helps finding memory leaks.
-EventEmitter.defaultMaxListeners = 10;
-
-// Obviously not all Emitters should be limited to 10. This function allows
-// that to be increased. Set to zero for unlimited.
-EventEmitter.prototype.setMaxListeners = function(n) {
-  if (!isNumber(n) || n < 0 || isNaN(n))
-    throw TypeError('n must be a positive number');
-  this._maxListeners = n;
-  return this;
-};
-
-EventEmitter.prototype.emit = function(type) {
-  var er, handler, len, args, i, listeners;
-
-  if (!this._events)
-    this._events = {};
-
-  // If there is no 'error' event listener then throw.
-  if (type === 'error') {
-    if (!this._events.error ||
-        (isObject(this._events.error) && !this._events.error.length)) {
-      er = arguments[1];
-      if (er instanceof Error) {
-        throw er; // Unhandled 'error' event
-      }
-      throw TypeError('Uncaught, unspecified "error" event.');
-    }
-  }
-
-  handler = this._events[type];
-
-  if (isUndefined(handler))
-    return false;
-
-  if (isFunction(handler)) {
-    switch (arguments.length) {
-      // fast cases
-      case 1:
-        handler.call(this);
-        break;
-      case 2:
-        handler.call(this, arguments[1]);
-        break;
-      case 3:
-        handler.call(this, arguments[1], arguments[2]);
-        break;
-      // slower
-      default:
-        len = arguments.length;
-        args = new Array(len - 1);
-        for (i = 1; i < len; i++)
-          args[i - 1] = arguments[i];
-        handler.apply(this, args);
-    }
-  } else if (isObject(handler)) {
-    len = arguments.length;
-    args = new Array(len - 1);
-    for (i = 1; i < len; i++)
-      args[i - 1] = arguments[i];
-
-    listeners = handler.slice();
-    len = listeners.length;
-    for (i = 0; i < len; i++)
-      listeners[i].apply(this, args);
-  }
-
-  return true;
-};
-
-EventEmitter.prototype.addListener = function(type, listener) {
-  var m;
-
-  if (!isFunction(listener))
-    throw TypeError('listener must be a function');
-
-  if (!this._events)
-    this._events = {};
-
-  // To avoid recursion in the case that type === "newListener"! Before
-  // adding it to the listeners, first emit "newListener".
-  if (this._events.newListener)
-    this.emit('newListener', type,
-              isFunction(listener.listener) ?
-              listener.listener : listener);
-
-  if (!this._events[type])
-    // Optimize the case of one listener. Don't need the extra array object.
-    this._events[type] = listener;
-  else if (isObject(this._events[type]))
-    // If we've already got an array, just append.
-    this._events[type].push(listener);
-  else
-    // Adding the second element, need to change to array.
-    this._events[type] = [this._events[type], listener];
-
-  // Check for listener leak
-  if (isObject(this._events[type]) && !this._events[type].warned) {
-    var m;
-    if (!isUndefined(this._maxListeners)) {
-      m = this._maxListeners;
-    } else {
-      m = EventEmitter.defaultMaxListeners;
-    }
-
-    if (m && m > 0 && this._events[type].length > m) {
-      this._events[type].warned = true;
-      console.error('(node) warning: possible EventEmitter memory ' +
-                    'leak detected. %d listeners added. ' +
-                    'Use emitter.setMaxListeners() to increase limit.',
-                    this._events[type].length);
-      if (typeof console.trace === 'function') {
-        // not supported in IE 10
-        console.trace();
-      }
-    }
-  }
-
-  return this;
-};
-
-EventEmitter.prototype.on = EventEmitter.prototype.addListener;
-
-EventEmitter.prototype.once = function(type, listener) {
-  if (!isFunction(listener))
-    throw TypeError('listener must be a function');
-
-  var fired = false;
-
-  function g() {
-    this.removeListener(type, g);
-
-    if (!fired) {
-      fired = true;
-      listener.apply(this, arguments);
-    }
-  }
-
-  g.listener = listener;
-  this.on(type, g);
-
-  return this;
-};
-
-// emits a 'removeListener' event iff the listener was removed
-EventEmitter.prototype.removeListener = function(type, listener) {
-  var list, position, length, i;
-
-  if (!isFunction(listener))
-    throw TypeError('listener must be a function');
-
-  if (!this._events || !this._events[type])
-    return this;
-
-  list = this._events[type];
-  length = list.length;
-  position = -1;
-
-  if (list === listener ||
-      (isFunction(list.listener) && list.listener === listener)) {
-    delete this._events[type];
-    if (this._events.removeListener)
-      this.emit('removeListener', type, listener);
-
-  } else if (isObject(list)) {
-    for (i = length; i-- > 0;) {
-      if (list[i] === listener ||
-          (list[i].listener && list[i].listener === listener)) {
-        position = i;
-        break;
-      }
-    }
-
-    if (position < 0)
-      return this;
-
-    if (list.length === 1) {
-      list.length = 0;
-      delete this._events[type];
-    } else {
-      list.splice(position, 1);
-    }
-
-    if (this._events.removeListener)
-      this.emit('removeListener', type, listener);
-  }
-
-  return this;
-};
-
-EventEmitter.prototype.removeAllListeners = function(type) {
-  var key, listeners;
-
-  if (!this._events)
-    return this;
-
-  // not listening for removeListener, no need to emit
-  if (!this._events.removeListener) {
-    if (arguments.length === 0)
-      this._events = {};
-    else if (this._events[type])
-      delete this._events[type];
-    return this;
-  }
-
-  // emit removeListener for all listeners on all events
-  if (arguments.length === 0) {
-    for (key in this._events) {
-      if (key === 'removeListener') continue;
-      this.removeAllListeners(key);
-    }
-    this.removeAllListeners('removeListener');
-    this._events = {};
-    return this;
-  }
-
-  listeners = this._events[type];
-
-  if (isFunction(listeners)) {
-    this.removeListener(type, listeners);
-  } else {
-    // LIFO order
-    while (listeners.length)
-      this.removeListener(type, listeners[listeners.length - 1]);
-  }
-  delete this._events[type];
-
-  return this;
-};
-
-EventEmitter.prototype.listeners = function(type) {
-  var ret;
-  if (!this._events || !this._events[type])
-    ret = [];
-  else if (isFunction(this._events[type]))
-    ret = [this._events[type]];
-  else
-    ret = this._events[type].slice();
-  return ret;
-};
-
-EventEmitter.listenerCount = function(emitter, type) {
-  var ret;
-  if (!emitter._events || !emitter._events[type])
-    ret = 0;
-  else if (isFunction(emitter._events[type]))
-    ret = 1;
-  else
-    ret = emitter._events[type].length;
-  return ret;
-};
-
-function isFunction(arg) {
-  return typeof arg === 'function';
-}
-
-function isNumber(arg) {
-  return typeof arg === 'number';
-}
-
-function isObject(arg) {
-  return typeof arg === 'object' && arg !== null;
-}
-
-function isUndefined(arg) {
-  return arg === void 0;
-}
-
-},{}],15:[function(require,module,exports){
-(function (process){
-exports.alphasort = alphasort
-exports.alphasorti = alphasorti
-exports.setopts = setopts
-exports.ownProp = ownProp
-exports.makeAbs = makeAbs
-exports.finish = finish
-exports.mark = mark
-exports.isIgnored = isIgnored
-exports.childrenIgnored = childrenIgnored
-
-function ownProp (obj, field) {
-  return Object.prototype.hasOwnProperty.call(obj, field)
-}
-
-var path = require("path")
-var minimatch = require("minimatch")
-var isAbsolute = require("path-is-absolute")
-var Minimatch = minimatch.Minimatch
-
-function alphasorti (a, b) {
-  return a.toLowerCase().localeCompare(b.toLowerCase())
-}
-
-function alphasort (a, b) {
-  return a.localeCompare(b)
-}
-
-function setupIgnores (self, options) {
-  self.ignore = options.ignore || []
-
-  if (!Array.isArray(self.ignore))
-    self.ignore = [self.ignore]
-
-  if (self.ignore.length) {
-    self.ignore = self.ignore.map(ignoreMap)
-  }
-}
-
-function ignoreMap (pattern) {
-  var gmatcher = null
-  if (pattern.slice(-3) === '/**') {
-    var gpattern = pattern.replace(/(\/\*\*)+$/, '')
-    gmatcher = new Minimatch(gpattern)
-  }
-
-  return {
-    matcher: new Minimatch(pattern),
-    gmatcher: gmatcher
-  }
-}
-
-function setopts (self, pattern, options) {
-  if (!options)
-    options = {}
-
-  // base-matching: just use globstar for that.
-  if (options.matchBase && -1 === pattern.indexOf("/")) {
-    if (options.noglobstar) {
-      throw new Error("base matching requires globstar")
-    }
-    pattern = "**/" + pattern
-  }
-
-  self.silent = !!options.silent
-  self.pattern = pattern
-  self.strict = options.strict !== false
-  self.realpath = !!options.realpath
-  self.realpathCache = options.realpathCache || Object.create(null)
-  self.follow = !!options.follow
-  self.dot = !!options.dot
-  self.mark = !!options.mark
-  self.nodir = !!options.nodir
-  if (self.nodir)
-    self.mark = true
-  self.sync = !!options.sync
-  self.nounique = !!options.nounique
-  self.nonull = !!options.nonull
-  self.nosort = !!options.nosort
-  self.nocase = !!options.nocase
-  self.stat = !!options.stat
-  self.noprocess = !!options.noprocess
-
-  self.maxLength = options.maxLength || Infinity
-  self.cache = options.cache || Object.create(null)
-  self.statCache = options.statCache || Object.create(null)
-  self.symlinks = options.symlinks || Object.create(null)
-
-  setupIgnores(self, options)
-
-  self.changedCwd = false
-  var cwd = process.cwd()
-  if (!ownProp(options, "cwd"))
-    self.cwd = cwd
-  else {
-    self.cwd = options.cwd
-    self.changedCwd = path.resolve(options.cwd) !== cwd
-  }
-
-  self.root = options.root || path.resolve(self.cwd, "/")
-  self.root = path.resolve(self.root)
-  if (process.platform === "win32")
-    self.root = self.root.replace(/\\/g, "/")
-
-  self.nomount = !!options.nomount
-
-  // disable comments and negation unless the user explicitly
-  // passes in false as the option.
-  options.nonegate = options.nonegate === false ? false : true
-  options.nocomment = options.nocomment === false ? false : true
-  deprecationWarning(options)
-
-  self.minimatch = new Minimatch(pattern, options)
-  self.options = self.minimatch.options
-}
-
-// TODO(isaacs): remove entirely in v6
-// exported to reset in tests
-exports.deprecationWarned
-function deprecationWarning(options) {
-  if (!options.nonegate || !options.nocomment) {
-    if (process.noDeprecation !== true && !exports.deprecationWarned) {
-      var msg = 'glob WARNING: comments and negation will be disabled in v6'
-      if (process.throwDeprecation)
-        throw new Error(msg)
-      else if (process.traceDeprecation)
-        console.trace(msg)
-      else
-        console.error(msg)
-
-      exports.deprecationWarned = true
-    }
-  }
-}
-
-function finish (self) {
-  var nou = self.nounique
-  var all = nou ? [] : Object.create(null)
-
-  for (var i = 0, l = self.matches.length; i < l; i ++) {
-    var matches = self.matches[i]
-    if (!matches || Object.keys(matches).length === 0) {
-      if (self.nonull) {
-        // do like the shell, and spit out the literal glob
-        var literal = self.minimatch.globSet[i]
-        if (nou)
-          all.push(literal)
-        else
-          all[literal] = true
-      }
-    } else {
-      // had matches
-      var m = Object.keys(matches)
-      if (nou)
-        all.push.apply(all, m)
-      else
-        m.forEach(function (m) {
-          all[m] = true
-        })
-    }
-  }
-
-  if (!nou)
-    all = Object.keys(all)
-
-  if (!self.nosort)
-    all = all.sort(self.nocase ? alphasorti : alphasort)
-
-  // at *some* point we statted all of these
-  if (self.mark) {
-    for (var i = 0; i < all.length; i++) {
-      all[i] = self._mark(all[i])
-    }
-    if (self.nodir) {
-      all = all.filter(function (e) {
-        return !(/\/$/.test(e))
-      })
-    }
-  }
-
-  if (self.ignore.length)
-    all = all.filter(function(m) {
-      return !isIgnored(self, m)
-    })
-
-  self.found = all
-}
-
-function mark (self, p) {
-  var abs = makeAbs(self, p)
-  var c = self.cache[abs]
-  var m = p
-  if (c) {
-    var isDir = c === 'DIR' || Array.isArray(c)
-    var slash = p.slice(-1) === '/'
-
-    if (isDir && !slash)
-      m += '/'
-    else if (!isDir && slash)
-      m = m.slice(0, -1)
-
-    if (m !== p) {
-      var mabs = makeAbs(self, m)
-      self.statCache[mabs] = self.statCache[abs]
-      self.cache[mabs] = self.cache[abs]
-    }
-  }
-
-  return m
-}
-
-// lotta situps...
-function makeAbs (self, f) {
-  var abs = f
-  if (f.charAt(0) === '/') {
-    abs = path.join(self.root, f)
-  } else if (isAbsolute(f) || f === '') {
-    abs = f
-  } else if (self.changedCwd) {
-    abs = path.resolve(self.cwd, f)
-  } else {
-    abs = path.resolve(f)
-  }
-  return abs
-}
-
-
-// Return true, if pattern ends with globstar '**', for the accompanying parent directory.
-// Ex:- If node_modules/** is the pattern, add 'node_modules' to ignore list along with it's contents
-function isIgnored (self, path) {
-  if (!self.ignore.length)
-    return false
-
-  return self.ignore.some(function(item) {
-    return item.matcher.match(path) || !!(item.gmatcher && item.gmatcher.match(path))
-  })
-}
-
-function childrenIgnored (self, path) {
-  if (!self.ignore.length)
-    return false
-
-  return self.ignore.some(function(item) {
-    return !!(item.gmatcher && item.gmatcher.match(path))
-  })
-}
-
-}).call(this,require('_process'))
-},{"_process":24,"minimatch":20,"path":22,"path-is-absolute":23}],16:[function(require,module,exports){
-(function (process){
-// Approach:
-//
-// 1. Get the minimatch set
-// 2. For each pattern in the set, PROCESS(pattern, false)
-// 3. Store matches per-set, then uniq them
-//
-// PROCESS(pattern, inGlobStar)
-// Get the first [n] items from pattern that are all strings
-// Join these together.  This is PREFIX.
-//   If there is no more remaining, then stat(PREFIX) and
-//   add to matches if it succeeds.  END.
-//
-// If inGlobStar and PREFIX is symlink and points to dir
-//   set ENTRIES = []
-// else readdir(PREFIX) as ENTRIES
-//   If fail, END
-//
-// with ENTRIES
-//   If pattern[n] is GLOBSTAR
-//     // handle the case where the globstar match is empty
-//     // by pruning it out, and testing the resulting pattern
-//     PROCESS(pattern[0..n] + pattern[n+1 .. $], false)
-//     // handle other cases.
-//     for ENTRY in ENTRIES (not dotfiles)
-//       // attach globstar + tail onto the entry
-//       // Mark that this entry is a globstar match
-//       PROCESS(pattern[0..n] + ENTRY + pattern[n .. $], true)
-//
-//   else // not globstar
-//     for ENTRY in ENTRIES (not dotfiles, unless pattern[n] is dot)
-//       Test ENTRY against pattern[n]
-//       If fails, continue
-//       If passes, PROCESS(pattern[0..n] + item + pattern[n+1 .. $])
-//
-// Caveat:
-//   Cache all stats and readdirs results to minimize syscall.  Since all
-//   we ever care about is existence and directory-ness, we can just keep
-//   `true` for files, and [children,...] for directories, or `false` for
-//   things that don't exist.
-
-module.exports = glob
-
-var fs = require('fs')
-var minimatch = require('minimatch')
-var Minimatch = minimatch.Minimatch
-var inherits = require('inherits')
-var EE = require('events').EventEmitter
-var path = require('path')
-var assert = require('assert')
-var isAbsolute = require('path-is-absolute')
-var globSync = require('./sync.js')
-var common = require('./common.js')
-var alphasort = common.alphasort
-var alphasorti = common.alphasorti
-var setopts = common.setopts
-var ownProp = common.ownProp
-var inflight = require('inflight')
-var util = require('util')
-var childrenIgnored = common.childrenIgnored
-var isIgnored = common.isIgnored
-
-var once = require('once')
-
-function glob (pattern, options, cb) {
-  if (typeof options === 'function') cb = options, options = {}
-  if (!options) options = {}
-
-  if (options.sync) {
-    if (cb)
-      throw new TypeError('callback provided to sync glob')
-    return globSync(pattern, options)
-  }
-
-  return new Glob(pattern, options, cb)
-}
-
-glob.sync = globSync
-var GlobSync = glob.GlobSync = globSync.GlobSync
-
-// old api surface
-glob.glob = glob
-
-glob.hasMagic = function (pattern, options_) {
-  var options = util._extend({}, options_)
-  options.noprocess = true
-
-  var g = new Glob(pattern, options)
-  var set = g.minimatch.set
-  if (set.length > 1)
-    return true
-
-  for (var j = 0; j < set[0].length; j++) {
-    if (typeof set[0][j] !== 'string')
-      return true
-  }
-
-  return false
-}
-
-glob.Glob = Glob
-inherits(Glob, EE)
-function Glob (pattern, options, cb) {
-  if (typeof options === 'function') {
-    cb = options
-    options = null
-  }
-
-  if (options && options.sync) {
-    if (cb)
-      throw new TypeError('callback provided to sync glob')
-    return new GlobSync(pattern, options)
-  }
-
-  if (!(this instanceof Glob))
-    return new Glob(pattern, options, cb)
-
-  setopts(this, pattern, options)
-  this._didRealPath = false
-
-  // process each pattern in the minimatch set
-  var n = this.minimatch.set.length
-
-  // The matches are stored as {<filename>: true,...} so that
-  // duplicates are automagically pruned.
-  // Later, we do an Object.keys() on these.
-  // Keep them as a list so we can fill in when nonull is set.
-  this.matches = new Array(n)
-
-  if (typeof cb === 'function') {
-    cb = once(cb)
-    this.on('error', cb)
-    this.on('end', function (matches) {
-      cb(null, matches)
-    })
-  }
-
-  var self = this
-  var n = this.minimatch.set.length
-  this._processing = 0
-  this.matches = new Array(n)
-
-  this._emitQueue = []
-  this._processQueue = []
-  this.paused = false
-
-  if (this.noprocess)
-    return this
-
-  if (n === 0)
-    return done()
-
-  for (var i = 0; i < n; i ++) {
-    this._process(this.minimatch.set[i], i, false, done)
-  }
-
-  function done () {
-    --self._processing
-    if (self._processing <= 0)
-      self._finish()
-  }
-}
-
-Glob.prototype._finish = function () {
-  assert(this instanceof Glob)
-  if (this.aborted)
-    return
-
-  if (this.realpath && !this._didRealpath)
-    return this._realpath()
-
-  common.finish(this)
-  this.emit('end', this.found)
-}
-
-Glob.prototype._realpath = function () {
-  if (this._didRealpath)
-    return
-
-  this._didRealpath = true
-
-  var n = this.matches.length
-  if (n === 0)
-    return this._finish()
-
-  var self = this
-  for (var i = 0; i < this.matches.length; i++)
-    this._realpathSet(i, next)
-
-  function next () {
-    if (--n === 0)
-      self._finish()
-  }
-}
-
-Glob.prototype._realpathSet = function (index, cb) {
-  var matchset = this.matches[index]
-  if (!matchset)
-    return cb()
-
-  var found = Object.keys(matchset)
-  var self = this
-  var n = found.length
-
-  if (n === 0)
-    return cb()
-
-  var set = this.matches[index] = Object.create(null)
-  found.forEach(function (p, i) {
-    // If there's a problem with the stat, then it means that
-    // one or more of the links in the realpath couldn't be
-    // resolved.  just return the abs value in that case.
-    p = self._makeAbs(p)
-    fs.realpath(p, self.realpathCache, function (er, real) {
-      if (!er)
-        set[real] = true
-      else if (er.syscall === 'stat')
-        set[p] = true
-      else
-        self.emit('error', er) // srsly wtf right here
-
-      if (--n === 0) {
-        self.matches[index] = set
-        cb()
-      }
-    })
-  })
-}
-
-Glob.prototype._mark = function (p) {
-  return common.mark(this, p)
-}
-
-Glob.prototype._makeAbs = function (f) {
-  return common.makeAbs(this, f)
-}
-
-Glob.prototype.abort = function () {
-  this.aborted = true
-  this.emit('abort')
-}
-
-Glob.prototype.pause = function () {
-  if (!this.paused) {
-    this.paused = true
-    this.emit('pause')
-  }
-}
-
-Glob.prototype.resume = function () {
-  if (this.paused) {
-    this.emit('resume')
-    this.paused = false
-    if (this._emitQueue.length) {
-      var eq = this._emitQueue.slice(0)
-      this._emitQueue.length = 0
-      for (var i = 0; i < eq.length; i ++) {
-        var e = eq[i]
-        this._emitMatch(e[0], e[1])
-      }
-    }
-    if (this._processQueue.length) {
-      var pq = this._processQueue.slice(0)
-      this._processQueue.length = 0
-      for (var i = 0; i < pq.length; i ++) {
-        var p = pq[i]
-        this._processing--
-        this._process(p[0], p[1], p[2], p[3])
-      }
-    }
-  }
-}
-
-Glob.prototype._process = function (pattern, index, inGlobStar, cb) {
-  assert(this instanceof Glob)
-  assert(typeof cb === 'function')
-
-  if (this.aborted)
-    return
-
-  this._processing++
-  if (this.paused) {
-    this._processQueue.push([pattern, index, inGlobStar, cb])
-    return
-  }
-
-  //console.error('PROCESS %d', this._processing, pattern)
-
-  // Get the first [n] parts of pattern that are all strings.
-  var n = 0
-  while (typeof pattern[n] === 'string') {
-    n ++
-  }
-  // now n is the index of the first one that is *not* a string.
-
-  // see if there's anything else
-  var prefix
-  switch (n) {
-    // if not, then this is rather simple
-    case pattern.length:
-      this._processSimple(pattern.join('/'), index, cb)
-      return
-
-    case 0:
-      // pattern *starts* with some non-trivial item.
-      // going to readdir(cwd), but not include the prefix in matches.
-      prefix = null
-      break
-
-    default:
-      // pattern has some string bits in the front.
-      // whatever it starts with, whether that's 'absolute' like /foo/bar,
-      // or 'relative' like '../baz'
-      prefix = pattern.slice(0, n).join('/')
-      break
-  }
-
-  var remain = pattern.slice(n)
-
-  // get the list of entries.
-  var read
-  if (prefix === null)
-    read = '.'
-  else if (isAbsolute(prefix) || isAbsolute(pattern.join('/'))) {
-    if (!prefix || !isAbsolute(prefix))
-      prefix = '/' + prefix
-    read = prefix
-  } else
-    read = prefix
-
-  var abs = this._makeAbs(read)
-
-  //if ignored, skip _processing
-  if (childrenIgnored(this, read))
-    return cb()
-
-  var isGlobStar = remain[0] === minimatch.GLOBSTAR
-  if (isGlobStar)
-    this._processGlobStar(prefix, read, abs, remain, index, inGlobStar, cb)
-  else
-    this._processReaddir(prefix, read, abs, remain, index, inGlobStar, cb)
-}
-
-Glob.prototype._processReaddir = function (prefix, read, abs, remain, index, inGlobStar, cb) {
-  var self = this
-  this._readdir(abs, inGlobStar, function (er, entries) {
-    return self._processReaddir2(prefix, read, abs, remain, index, inGlobStar, entries, cb)
-  })
-}
-
-Glob.prototype._processReaddir2 = function (prefix, read, abs, remain, index, inGlobStar, entries, cb) {
-
-  // if the abs isn't a dir, then nothing can match!
-  if (!entries)
-    return cb()
-
-  // It will only match dot entries if it starts with a dot, or if
-  // dot is set.  Stuff like @(.foo|.bar) isn't allowed.
-  var pn = remain[0]
-  var negate = !!this.minimatch.negate
-  var rawGlob = pn._glob
-  var dotOk = this.dot || rawGlob.charAt(0) === '.'
-
-  var matchedEntries = []
-  for (var i = 0; i < entries.length; i++) {
-    var e = entries[i]
-    if (e.charAt(0) !== '.' || dotOk) {
-      var m
-      if (negate && !prefix) {
-        m = !e.match(pn)
-      } else {
-        m = e.match(pn)
-      }
-      if (m)
-        matchedEntries.push(e)
-    }
-  }
-
-  //console.error('prd2', prefix, entries, remain[0]._glob, matchedEntries)
-
-  var len = matchedEntries.length
-  // If there are no matched entries, then nothing matches.
-  if (len === 0)
-    return cb()
-
-  // if this is the last remaining pattern bit, then no need for
-  // an additional stat *unless* the user has specified mark or
-  // stat explicitly.  We know they exist, since readdir returned
-  // them.
-
-  if (remain.length === 1 && !this.mark && !this.stat) {
-    if (!this.matches[index])
-      this.matches[index] = Object.create(null)
-
-    for (var i = 0; i < len; i ++) {
-      var e = matchedEntries[i]
-      if (prefix) {
-        if (prefix !== '/')
-          e = prefix + '/' + e
-        else
-          e = prefix + e
-      }
-
-      if (e.charAt(0) === '/' && !this.nomount) {
-        e = path.join(this.root, e)
-      }
-      this._emitMatch(index, e)
-    }
-    // This was the last one, and no stats were needed
-    return cb()
-  }
-
-  // now test all matched entries as stand-ins for that part
-  // of the pattern.
-  remain.shift()
-  for (var i = 0; i < len; i ++) {
-    var e = matchedEntries[i]
-    var newPattern
-    if (prefix) {
-      if (prefix !== '/')
-        e = prefix + '/' + e
-      else
-        e = prefix + e
-    }
-    this._process([e].concat(remain), index, inGlobStar, cb)
-  }
-  cb()
-}
-
-Glob.prototype._emitMatch = function (index, e) {
-  if (this.aborted)
-    return
-
-  if (this.matches[index][e])
-    return
-
-  if (isIgnored(this, e))
-    return
-
-  if (this.paused) {
-    this._emitQueue.push([index, e])
-    return
-  }
-
-  var abs = this._makeAbs(e)
-
-  if (this.nodir) {
-    var c = this.cache[abs]
-    if (c === 'DIR' || Array.isArray(c))
-      return
-  }
-
-  if (this.mark)
-    e = this._mark(e)
-
-  this.matches[index][e] = true
-
-  var st = this.statCache[abs]
-  if (st)
-    this.emit('stat', e, st)
-
-  this.emit('match', e)
-}
-
-Glob.prototype._readdirInGlobStar = function (abs, cb) {
-  if (this.aborted)
-    return
-
-  // follow all symlinked directories forever
-  // just proceed as if this is a non-globstar situation
-  if (this.follow)
-    return this._readdir(abs, false, cb)
-
-  var lstatkey = 'lstat\0' + abs
-  var self = this
-  var lstatcb = inflight(lstatkey, lstatcb_)
-
-  if (lstatcb)
-    fs.lstat(abs, lstatcb)
-
-  function lstatcb_ (er, lstat) {
-    if (er)
-      return cb()
-
-    var isSym = lstat.isSymbolicLink()
-    self.symlinks[abs] = isSym
-
-    // If it's not a symlink or a dir, then it's definitely a regular file.
-    // don't bother doing a readdir in that case.
-    if (!isSym && !lstat.isDirectory()) {
-      self.cache[abs] = 'FILE'
-      cb()
-    } else
-      self._readdir(abs, false, cb)
-  }
-}
-
-Glob.prototype._readdir = function (abs, inGlobStar, cb) {
-  if (this.aborted)
-    return
-
-  cb = inflight('readdir\0'+abs+'\0'+inGlobStar, cb)
-  if (!cb)
-    return
-
-  //console.error('RD %j %j', +inGlobStar, abs)
-  if (inGlobStar && !ownProp(this.symlinks, abs))
-    return this._readdirInGlobStar(abs, cb)
-
-  if (ownProp(this.cache, abs)) {
-    var c = this.cache[abs]
-    if (!c || c === 'FILE')
-      return cb()
-
-    if (Array.isArray(c))
-      return cb(null, c)
-  }
-
-  var self = this
-  fs.readdir(abs, readdirCb(this, abs, cb))
-}
-
-function readdirCb (self, abs, cb) {
-  return function (er, entries) {
-    if (er)
-      self._readdirError(abs, er, cb)
-    else
-      self._readdirEntries(abs, entries, cb)
-  }
-}
-
-Glob.prototype._readdirEntries = function (abs, entries, cb) {
-  if (this.aborted)
-    return
-
-  // if we haven't asked to stat everything, then just
-  // assume that everything in there exists, so we can avoid
-  // having to stat it a second time.
-  if (!this.mark && !this.stat) {
-    for (var i = 0; i < entries.length; i ++) {
-      var e = entries[i]
-      if (abs === '/')
-        e = abs + e
-      else
-        e = abs + '/' + e
-      this.cache[e] = true
-    }
-  }
-
-  this.cache[abs] = entries
-  return cb(null, entries)
-}
-
-Glob.prototype._readdirError = function (f, er, cb) {
-  if (this.aborted)
-    return
-
-  // handle errors, and cache the information
-  switch (er.code) {
-    case 'ENOTSUP': // https://github.com/isaacs/node-glob/issues/205
-    case 'ENOTDIR': // totally normal. means it *does* exist.
-      this.cache[this._makeAbs(f)] = 'FILE'
-      break
-
-    case 'ENOENT': // not terribly unusual
-    case 'ELOOP':
-    case 'ENAMETOOLONG':
-    case 'UNKNOWN':
-      this.cache[this._makeAbs(f)] = false
-      break
-
-    default: // some unusual error.  Treat as failure.
-      this.cache[this._makeAbs(f)] = false
-      if (this.strict) {
-        this.emit('error', er)
-        // If the error is handled, then we abort
-        // if not, we threw out of here
-        this.abort()
-      }
-      if (!this.silent)
-        console.error('glob error', er)
-      break
-  }
-
-  return cb()
-}
-
-Glob.prototype._processGlobStar = function (prefix, read, abs, remain, index, inGlobStar, cb) {
-  var self = this
-  this._readdir(abs, inGlobStar, function (er, entries) {
-    self._processGlobStar2(prefix, read, abs, remain, index, inGlobStar, entries, cb)
-  })
-}
-
-
-Glob.prototype._processGlobStar2 = function (prefix, read, abs, remain, index, inGlobStar, entries, cb) {
-  //console.error('pgs2', prefix, remain[0], entries)
-
-  // no entries means not a dir, so it can never have matches
-  // foo.txt/** doesn't match foo.txt
-  if (!entries)
-    return cb()
-
-  // test without the globstar, and with every child both below
-  // and replacing the globstar.
-  var remainWithoutGlobStar = remain.slice(1)
-  var gspref = prefix ? [ prefix ] : []
-  var noGlobStar = gspref.concat(remainWithoutGlobStar)
-
-  // the noGlobStar pattern exits the inGlobStar state
-  this._process(noGlobStar, index, false, cb)
-
-  var isSym = this.symlinks[abs]
-  var len = entries.length
-
-  // If it's a symlink, and we're in a globstar, then stop
-  if (isSym && inGlobStar)
-    return cb()
-
-  for (var i = 0; i < len; i++) {
-    var e = entries[i]
-    if (e.charAt(0) === '.' && !this.dot)
-      continue
-
-    // these two cases enter the inGlobStar state
-    var instead = gspref.concat(entries[i], remainWithoutGlobStar)
-    this._process(instead, index, true, cb)
-
-    var below = gspref.concat(entries[i], remain)
-    this._process(below, index, true, cb)
-  }
-
-  cb()
-}
-
-Glob.prototype._processSimple = function (prefix, index, cb) {
-  // XXX review this.  Shouldn't it be doing the mounting etc
-  // before doing stat?  kinda weird?
-  var self = this
-  this._stat(prefix, function (er, exists) {
-    self._processSimple2(prefix, index, er, exists, cb)
-  })
-}
-Glob.prototype._processSimple2 = function (prefix, index, er, exists, cb) {
-
-  //console.error('ps2', prefix, exists)
-
-  if (!this.matches[index])
-    this.matches[index] = Object.create(null)
-
-  // If it doesn't exist, then just mark the lack of results
-  if (!exists)
-    return cb()
-
-  if (prefix && isAbsolute(prefix) && !this.nomount) {
-    var trail = /[\/\\]$/.test(prefix)
-    if (prefix.charAt(0) === '/') {
-      prefix = path.join(this.root, prefix)
-    } else {
-      prefix = path.resolve(this.root, prefix)
-      if (trail)
-        prefix += '/'
-    }
-  }
-
-  if (process.platform === 'win32')
-    prefix = prefix.replace(/\\/g, '/')
-
-  // Mark this as a match
-  this._emitMatch(index, prefix)
-  cb()
-}
-
-// Returns either 'DIR', 'FILE', or false
-Glob.prototype._stat = function (f, cb) {
-  var abs = this._makeAbs(f)
-  var needDir = f.slice(-1) === '/'
-
-  if (f.length > this.maxLength)
-    return cb()
-
-  if (!this.stat && ownProp(this.cache, abs)) {
-    var c = this.cache[abs]
-
-    if (Array.isArray(c))
-      c = 'DIR'
-
-    // It exists, but maybe not how we need it
-    if (!needDir || c === 'DIR')
-      return cb(null, c)
-
-    if (needDir && c === 'FILE')
-      return cb()
-
-    // otherwise we have to stat, because maybe c=true
-    // if we know it exists, but not what it is.
-  }
-
-  var exists
-  var stat = this.statCache[abs]
-  if (stat !== undefined) {
-    if (stat === false)
-      return cb(null, stat)
-    else {
-      var type = stat.isDirectory() ? 'DIR' : 'FILE'
-      if (needDir && type === 'FILE')
-        return cb()
-      else
-        return cb(null, type, stat)
-    }
-  }
-
-  var self = this
-  var statcb = inflight('stat\0' + abs, lstatcb_)
-  if (statcb)
-    fs.lstat(abs, statcb)
-
-  function lstatcb_ (er, lstat) {
-    if (lstat && lstat.isSymbolicLink()) {
-      // If it's a symlink, then treat it as the target, unless
-      // the target does not exist, then treat it as a file.
-      return fs.stat(abs, function (er, stat) {
-        if (er)
-          self._stat2(f, abs, null, lstat, cb)
-        else
-          self._stat2(f, abs, er, stat, cb)
-      })
-    } else {
-      self._stat2(f, abs, er, lstat, cb)
-    }
-  }
-}
-
-Glob.prototype._stat2 = function (f, abs, er, stat, cb) {
-  if (er) {
-    this.statCache[abs] = false
-    return cb()
-  }
-
-  var needDir = f.slice(-1) === '/'
-  this.statCache[abs] = stat
-
-  if (abs.slice(-1) === '/' && !stat.isDirectory())
-    return cb(null, false, stat)
-
-  var c = stat.isDirectory() ? 'DIR' : 'FILE'
-  this.cache[abs] = this.cache[abs] || c
-
-  if (needDir && c !== 'DIR')
-    return cb()
-
-  return cb(null, c, stat)
-}
-
-}).call(this,require('_process'))
-},{"./common.js":15,"./sync.js":17,"_process":24,"assert":9,"events":14,"fs":12,"inflight":18,"inherits":19,"minimatch":20,"once":21,"path":22,"path-is-absolute":23,"util":28}],17:[function(require,module,exports){
-(function (process){
-module.exports = globSync
-globSync.GlobSync = GlobSync
-
-var fs = require('fs')
-var minimatch = require('minimatch')
-var Minimatch = minimatch.Minimatch
-var Glob = require('./glob.js').Glob
-var util = require('util')
-var path = require('path')
-var assert = require('assert')
-var isAbsolute = require('path-is-absolute')
-var common = require('./common.js')
-var alphasort = common.alphasort
-var alphasorti = common.alphasorti
-var setopts = common.setopts
-var ownProp = common.ownProp
-var childrenIgnored = common.childrenIgnored
-
-function globSync (pattern, options) {
-  if (typeof options === 'function' || arguments.length === 3)
-    throw new TypeError('callback provided to sync glob\n'+
-                        'See: https://github.com/isaacs/node-glob/issues/167')
-
-  return new GlobSync(pattern, options).found
-}
-
-function GlobSync (pattern, options) {
-  if (!pattern)
-    throw new Error('must provide pattern')
-
-  if (typeof options === 'function' || arguments.length === 3)
-    throw new TypeError('callback provided to sync glob\n'+
-                        'See: https://github.com/isaacs/node-glob/issues/167')
-
-  if (!(this instanceof GlobSync))
-    return new GlobSync(pattern, options)
-
-  setopts(this, pattern, options)
-
-  if (this.noprocess)
-    return this
-
-  var n = this.minimatch.set.length
-  this.matches = new Array(n)
-  for (var i = 0; i < n; i ++) {
-    this._process(this.minimatch.set[i], i, false)
-  }
-  this._finish()
-}
-
-GlobSync.prototype._finish = function () {
-  assert(this instanceof GlobSync)
-  if (this.realpath) {
-    var self = this
-    this.matches.forEach(function (matchset, index) {
-      var set = self.matches[index] = Object.create(null)
-      for (var p in matchset) {
-        try {
-          p = self._makeAbs(p)
-          var real = fs.realpathSync(p, self.realpathCache)
-          set[real] = true
-        } catch (er) {
-          if (er.syscall === 'stat')
-            set[self._makeAbs(p)] = true
-          else
-            throw er
-        }
-      }
-    })
-  }
-  common.finish(this)
-}
-
-
-GlobSync.prototype._process = function (pattern, index, inGlobStar) {
-  assert(this instanceof GlobSync)
-
-  // Get the first [n] parts of pattern that are all strings.
-  var n = 0
-  while (typeof pattern[n] === 'string') {
-    n ++
-  }
-  // now n is the index of the first one that is *not* a string.
-
-  // See if there's anything else
-  var prefix
-  switch (n) {
-    // if not, then this is rather simple
-    case pattern.length:
-      this._processSimple(pattern.join('/'), index)
-      return
-
-    case 0:
-      // pattern *starts* with some non-trivial item.
-      // going to readdir(cwd), but not include the prefix in matches.
-      prefix = null
-      break
-
-    default:
-      // pattern has some string bits in the front.
-      // whatever it starts with, whether that's 'absolute' like /foo/bar,
-      // or 'relative' like '../baz'
-      prefix = pattern.slice(0, n).join('/')
-      break
-  }
-
-  var remain = pattern.slice(n)
-
-  // get the list of entries.
-  var read
-  if (prefix === null)
-    read = '.'
-  else if (isAbsolute(prefix) || isAbsolute(pattern.join('/'))) {
-    if (!prefix || !isAbsolute(prefix))
-      prefix = '/' + prefix
-    read = prefix
-  } else
-    read = prefix
-
-  var abs = this._makeAbs(read)
-
-  //if ignored, skip processing
-  if (childrenIgnored(this, read))
-    return
-
-  var isGlobStar = remain[0] === minimatch.GLOBSTAR
-  if (isGlobStar)
-    this._processGlobStar(prefix, read, abs, remain, index, inGlobStar)
-  else
-    this._processReaddir(prefix, read, abs, remain, index, inGlobStar)
-}
-
-
-GlobSync.prototype._processReaddir = function (prefix, read, abs, remain, index, inGlobStar) {
-  var entries = this._readdir(abs, inGlobStar)
-
-  // if the abs isn't a dir, then nothing can match!
-  if (!entries)
-    return
-
-  // It will only match dot entries if it starts with a dot, or if
-  // dot is set.  Stuff like @(.foo|.bar) isn't allowed.
-  var pn = remain[0]
-  var negate = !!this.minimatch.negate
-  var rawGlob = pn._glob
-  var dotOk = this.dot || rawGlob.charAt(0) === '.'
-
-  var matchedEntries = []
-  for (var i = 0; i < entries.length; i++) {
-    var e = entries[i]
-    if (e.charAt(0) !== '.' || dotOk) {
-      var m
-      if (negate && !prefix) {
-        m = !e.match(pn)
-      } else {
-        m = e.match(pn)
-      }
-      if (m)
-        matchedEntries.push(e)
-    }
-  }
-
-  var len = matchedEntries.length
-  // If there are no matched entries, then nothing matches.
-  if (len === 0)
-    return
-
-  // if this is the last remaining pattern bit, then no need for
-  // an additional stat *unless* the user has specified mark or
-  // stat explicitly.  We know they exist, since readdir returned
-  // them.
-
-  if (remain.length === 1 && !this.mark && !this.stat) {
-    if (!this.matches[index])
-      this.matches[index] = Object.create(null)
-
-    for (var i = 0; i < len; i ++) {
-      var e = matchedEntries[i]
-      if (prefix) {
-        if (prefix.slice(-1) !== '/')
-          e = prefix + '/' + e
-        else
-          e = prefix + e
-      }
-
-      if (e.charAt(0) === '/' && !this.nomount) {
-        e = path.join(this.root, e)
-      }
-      this.matches[index][e] = true
-    }
-    // This was the last one, and no stats were needed
-    return
-  }
-
-  // now test all matched entries as stand-ins for that part
-  // of the pattern.
-  remain.shift()
-  for (var i = 0; i < len; i ++) {
-    var e = matchedEntries[i]
-    var newPattern
-    if (prefix)
-      newPattern = [prefix, e]
-    else
-      newPattern = [e]
-    this._process(newPattern.concat(remain), index, inGlobStar)
-  }
-}
-
-
-GlobSync.prototype._emitMatch = function (index, e) {
-  var abs = this._makeAbs(e)
-  if (this.mark)
-    e = this._mark(e)
-
-  if (this.matches[index][e])
-    return
-
-  if (this.nodir) {
-    var c = this.cache[this._makeAbs(e)]
-    if (c === 'DIR' || Array.isArray(c))
-      return
-  }
-
-  this.matches[index][e] = true
-  if (this.stat)
-    this._stat(e)
-}
-
-
-GlobSync.prototype._readdirInGlobStar = function (abs) {
-  // follow all symlinked directories forever
-  // just proceed as if this is a non-globstar situation
-  if (this.follow)
-    return this._readdir(abs, false)
-
-  var entries
-  var lstat
-  var stat
-  try {
-    lstat = fs.lstatSync(abs)
-  } catch (er) {
-    // lstat failed, doesn't exist
-    return null
-  }
-
-  var isSym = lstat.isSymbolicLink()
-  this.symlinks[abs] = isSym
-
-  // If it's not a symlink or a dir, then it's definitely a regular file.
-  // don't bother doing a readdir in that case.
-  if (!isSym && !lstat.isDirectory())
-    this.cache[abs] = 'FILE'
-  else
-    entries = this._readdir(abs, false)
-
-  return entries
-}
-
-GlobSync.prototype._readdir = function (abs, inGlobStar) {
-  var entries
-
-  if (inGlobStar && !ownProp(this.symlinks, abs))
-    return this._readdirInGlobStar(abs)
-
-  if (ownProp(this.cache, abs)) {
-    var c = this.cache[abs]
-    if (!c || c === 'FILE')
-      return null
-
-    if (Array.isArray(c))
-      return c
-  }
-
-  try {
-    return this._readdirEntries(abs, fs.readdirSync(abs))
-  } catch (er) {
-    this._readdirError(abs, er)
-    return null
-  }
-}
-
-GlobSync.prototype._readdirEntries = function (abs, entries) {
-  // if we haven't asked to stat everything, then just
-  // assume that everything in there exists, so we can avoid
-  // having to stat it a second time.
-  if (!this.mark && !this.stat) {
-    for (var i = 0; i < entries.length; i ++) {
-      var e = entries[i]
-      if (abs === '/')
-        e = abs + e
-      else
-        e = abs + '/' + e
-      this.cache[e] = true
-    }
-  }
-
-  this.cache[abs] = entries
-
-  // mark and cache dir-ness
-  return entries
-}
-
-GlobSync.prototype._readdirError = function (f, er) {
-  // handle errors, and cache the information
-  switch (er.code) {
-    case 'ENOTSUP': // https://github.com/isaacs/node-glob/issues/205
-    case 'ENOTDIR': // totally normal. means it *does* exist.
-      this.cache[this._makeAbs(f)] = 'FILE'
-      break
-
-    case 'ENOENT': // not terribly unusual
-    case 'ELOOP':
-    case 'ENAMETOOLONG':
-    case 'UNKNOWN':
-      this.cache[this._makeAbs(f)] = false
-      break
-
-    default: // some unusual error.  Treat as failure.
-      this.cache[this._makeAbs(f)] = false
-      if (this.strict)
-        throw er
-      if (!this.silent)
-        console.error('glob error', er)
-      break
-  }
-}
-
-GlobSync.prototype._processGlobStar = function (prefix, read, abs, remain, index, inGlobStar) {
-
-  var entries = this._readdir(abs, inGlobStar)
-
-  // no entries means not a dir, so it can never have matches
-  // foo.txt/** doesn't match foo.txt
-  if (!entries)
-    return
-
-  // test without the globstar, and with every child both below
-  // and replacing the globstar.
-  var remainWithoutGlobStar = remain.slice(1)
-  var gspref = prefix ? [ prefix ] : []
-  var noGlobStar = gspref.concat(remainWithoutGlobStar)
-
-  // the noGlobStar pattern exits the inGlobStar state
-  this._process(noGlobStar, index, false)
-
-  var len = entries.length
-  var isSym = this.symlinks[abs]
-
-  // If it's a symlink, and we're in a globstar, then stop
-  if (isSym && inGlobStar)
-    return
-
-  for (var i = 0; i < len; i++) {
-    var e = entries[i]
-    if (e.charAt(0) === '.' && !this.dot)
-      continue
-
-    // these two cases enter the inGlobStar state
-    var instead = gspref.concat(entries[i], remainWithoutGlobStar)
-    this._process(instead, index, true)
-
-    var below = gspref.concat(entries[i], remain)
-    this._process(below, index, true)
-  }
-}
-
-GlobSync.prototype._processSimple = function (prefix, index) {
-  // XXX review this.  Shouldn't it be doing the mounting etc
-  // before doing stat?  kinda weird?
-  var exists = this._stat(prefix)
-
-  if (!this.matches[index])
-    this.matches[index] = Object.create(null)
-
-  // If it doesn't exist, then just mark the lack of results
-  if (!exists)
-    return
-
-  if (prefix && isAbsolute(prefix) && !this.nomount) {
-    var trail = /[\/\\]$/.test(prefix)
-    if (prefix.charAt(0) === '/') {
-      prefix = path.join(this.root, prefix)
-    } else {
-      prefix = path.resolve(this.root, prefix)
-      if (trail)
-        prefix += '/'
-    }
-  }
-
-  if (process.platform === 'win32')
-    prefix = prefix.replace(/\\/g, '/')
-
-  // Mark this as a match
-  this.matches[index][prefix] = true
-}
-
-// Returns either 'DIR', 'FILE', or false
-GlobSync.prototype._stat = function (f) {
-  var abs = this._makeAbs(f)
-  var needDir = f.slice(-1) === '/'
-
-  if (f.length > this.maxLength)
-    return false
-
-  if (!this.stat && ownProp(this.cache, abs)) {
-    var c = this.cache[abs]
-
-    if (Array.isArray(c))
-      c = 'DIR'
-
-    // It exists, but maybe not how we need it
-    if (!needDir || c === 'DIR')
-      return c
-
-    if (needDir && c === 'FILE')
-      return false
-
-    // otherwise we have to stat, because maybe c=true
-    // if we know it exists, but not what it is.
-  }
-
-  var exists
-  var stat = this.statCache[abs]
-  if (!stat) {
-    var lstat
-    try {
-      lstat = fs.lstatSync(abs)
-    } catch (er) {
-      return false
-    }
-
-    if (lstat.isSymbolicLink()) {
-      try {
-        stat = fs.statSync(abs)
-      } catch (er) {
-        stat = lstat
-      }
-    } else {
-      stat = lstat
-    }
-  }
-
-  this.statCache[abs] = stat
-
-  var c = stat.isDirectory() ? 'DIR' : 'FILE'
-  this.cache[abs] = this.cache[abs] || c
-
-  if (needDir && c !== 'DIR')
-    return false
-
-  return c
-}
-
-GlobSync.prototype._mark = function (p) {
-  return common.mark(this, p)
-}
-
-GlobSync.prototype._makeAbs = function (f) {
-  return common.makeAbs(this, f)
-}
-
-}).call(this,require('_process'))
-},{"./common.js":15,"./glob.js":16,"_process":24,"assert":9,"fs":12,"minimatch":20,"path":22,"path-is-absolute":23,"util":28}],18:[function(require,module,exports){
-(function (process){
-var wrappy = require('wrappy')
-var reqs = Object.create(null)
-var once = require('once')
-
-module.exports = wrappy(inflight)
-
-function inflight (key, cb) {
-  if (reqs[key]) {
-    reqs[key].push(cb)
-    return null
-  } else {
-    reqs[key] = [cb]
-    return makeres(key)
-  }
-}
-
-function makeres (key) {
-  return once(function RES () {
-    var cbs = reqs[key]
-    var len = cbs.length
-    var args = slice(arguments)
-
-    // XXX It's somewhat ambiguous whether a new callback added in this
-    // pass should be queued for later execution if something in the
-    // list of callbacks throws, or if it should just be discarded.
-    // However, it's such an edge case that it hardly matters, and either
-    // choice is likely as surprising as the other.
-    // As it happens, we do go ahead and schedule it for later execution.
-    try {
-      for (var i = 0; i < len; i++) {
-        cbs[i].apply(null, args)
-      }
-    } finally {
-      if (cbs.length > len) {
-        // added more in the interim.
-        // de-zalgo, just in case, but don't call again.
-        cbs.splice(0, len)
-        process.nextTick(function () {
-          RES.apply(null, args)
-        })
-      } else {
-        delete reqs[key]
-      }
-    }
-  })
-}
-
-function slice (args) {
-  var length = args.length
-  var array = []
-
-  for (var i = 0; i < length; i++) array[i] = args[i]
-  return array
-}
-
-}).call(this,require('_process'))
-},{"_process":24,"once":21,"wrappy":29}],19:[function(require,module,exports){
-if (typeof Object.create === 'function') {
-  // implementation from standard node.js 'util' module
-  module.exports = function inherits(ctor, superCtor) {
-    ctor.super_ = superCtor
-    ctor.prototype = Object.create(superCtor.prototype, {
-      constructor: {
-        value: ctor,
-        enumerable: false,
-        writable: true,
-        configurable: true
-      }
-    });
-  };
-} else {
-  // old school shim for old browsers
-  module.exports = function inherits(ctor, superCtor) {
-    ctor.super_ = superCtor
-    var TempCtor = function () {}
-    TempCtor.prototype = superCtor.prototype
-    ctor.prototype = new TempCtor()
-    ctor.prototype.constructor = ctor
-  }
-}
-
-},{}],20:[function(require,module,exports){
-module.exports = minimatch
-minimatch.Minimatch = Minimatch
-
-var path = { sep: '/' }
-try {
-  path = require('path')
-} catch (er) {}
-
-var GLOBSTAR = minimatch.GLOBSTAR = Minimatch.GLOBSTAR = {}
-var expand = require('brace-expansion')
-
-var plTypes = {
-  '!': { open: '(?:(?!(?:', close: '))[^/]*?)'},
-  '?': { open: '(?:', close: ')?' },
-  '+': { open: '(?:', close: ')+' },
-  '*': { open: '(?:', close: ')*' },
-  '@': { open: '(?:', close: ')' }
-}
-
-// any single thing other than /
-// don't need to escape / when using new RegExp()
-var qmark = '[^/]'
-
-// * => any number of characters
-var star = qmark + '*?'
-
-// ** when dots are allowed.  Anything goes, except .. and .
-// not (^ or / followed by one or two dots followed by $ or /),
-// followed by anything, any number of times.
-var twoStarDot = '(?:(?!(?:\\\/|^)(?:\\.{1,2})($|\\\/)).)*?'
-
-// not a ^ or / followed by a dot,
-// followed by anything, any number of times.
-var twoStarNoDot = '(?:(?!(?:\\\/|^)\\.).)*?'
-
-// characters that need to be escaped in RegExp.
-var reSpecials = charSet('().*{}+?[]^$\\!')
-
-// "abc" -> { a:true, b:true, c:true }
-function charSet (s) {
-  return s.split('').reduce(function (set, c) {
-    set[c] = true
-    return set
-  }, {})
-}
-
-// normalizes slashes.
-var slashSplit = /\/+/
-
-minimatch.filter = filter
-function filter (pattern, options) {
-  options = options || {}
-  return function (p, i, list) {
-    return minimatch(p, pattern, options)
-  }
-}
-
-function ext (a, b) {
-  a = a || {}
-  b = b || {}
-  var t = {}
-  Object.keys(b).forEach(function (k) {
-    t[k] = b[k]
-  })
-  Object.keys(a).forEach(function (k) {
-    t[k] = a[k]
-  })
-  return t
-}
-
-minimatch.defaults = function (def) {
-  if (!def || !Object.keys(def).length) return minimatch
-
-  var orig = minimatch
-
-  var m = function minimatch (p, pattern, options) {
-    return orig.minimatch(p, pattern, ext(def, options))
-  }
-
-  m.Minimatch = function Minimatch (pattern, options) {
-    return new orig.Minimatch(pattern, ext(def, options))
-  }
-
-  return m
-}
-
-Minimatch.defaults = function (def) {
-  if (!def || !Object.keys(def).length) return Minimatch
-  return minimatch.defaults(def).Minimatch
-}
-
-function minimatch (p, pattern, options) {
-  if (typeof pattern !== 'string') {
-    throw new TypeError('glob pattern string required')
-  }
-
-  if (!options) options = {}
-
-  // shortcut: comments match nothing.
-  if (!options.nocomment && pattern.charAt(0) === '#') {
-    return false
-  }
-
-  // "" only matches ""
-  if (pattern.trim() === '') return p === ''
-
-  return new Minimatch(pattern, options).match(p)
-}
-
-function Minimatch (pattern, options) {
-  if (!(this instanceof Minimatch)) {
-    return new Minimatch(pattern, options)
-  }
-
-  if (typeof pattern !== 'string') {
-    throw new TypeError('glob pattern string required')
-  }
-
-  if (!options) options = {}
-  pattern = pattern.trim()
-
-  // windows support: need to use /, not \
-  if (path.sep !== '/') {
-    pattern = pattern.split(path.sep).join('/')
-  }
-
-  this.options = options
-  this.set = []
-  this.pattern = pattern
-  this.regexp = null
-  this.negate = false
-  this.comment = false
-  this.empty = false
-
-  // make the set of regexps etc.
-  this.make()
-}
-
-Minimatch.prototype.debug = function () {}
-
-Minimatch.prototype.make = make
-function make () {
-  // don't do it more than once.
-  if (this._made) return
-
-  var pattern = this.pattern
-  var options = this.options
-
-  // empty patterns and comments match nothing.
-  if (!options.nocomment && pattern.charAt(0) === '#') {
-    this.comment = true
-    return
-  }
-  if (!pattern) {
-    this.empty = true
-    return
-  }
-
-  // step 1: figure out negation, etc.
-  this.parseNegate()
-
-  // step 2: expand braces
-  var set = this.globSet = this.braceExpand()
-
-  if (options.debug) this.debug = console.error
-
-  this.debug(this.pattern, set)
-
-  // step 3: now we have a set, so turn each one into a series of path-portion
-  // matching patterns.
-  // These will be regexps, except in the case of "**", which is
-  // set to the GLOBSTAR object for globstar behavior,
-  // and will not contain any / characters
-  set = this.globParts = set.map(function (s) {
-    return s.split(slashSplit)
-  })
-
-  this.debug(this.pattern, set)
-
-  // glob --> regexps
-  set = set.map(function (s, si, set) {
-    return s.map(this.parse, this)
-  }, this)
-
-  this.debug(this.pattern, set)
-
-  // filter out everything that didn't compile properly.
-  set = set.filter(function (s) {
-    return s.indexOf(false) === -1
-  })
-
-  this.debug(this.pattern, set)
-
-  this.set = set
-}
-
-Minimatch.prototype.parseNegate = parseNegate
-function parseNegate () {
-  var pattern = this.pattern
-  var negate = false
-  var options = this.options
-  var negateOffset = 0
-
-  if (options.nonegate) return
-
-  for (var i = 0, l = pattern.length
-    ; i < l && pattern.charAt(i) === '!'
-    ; i++) {
-    negate = !negate
-    negateOffset++
-  }
-
-  if (negateOffset) this.pattern = pattern.substr(negateOffset)
-  this.negate = negate
-}
-
-// Brace expansion:
-// a{b,c}d -> abd acd
-// a{b,}c -> abc ac
-// a{0..3}d -> a0d a1d a2d a3d
-// a{b,c{d,e}f}g -> abg acdfg acefg
-// a{b,c}d{e,f}g -> abdeg acdeg abdeg abdfg
-//
-// Invalid sets are not expanded.
-// a{2..}b -> a{2..}b
-// a{b}c -> a{b}c
-minimatch.braceExpand = function (pattern, options) {
-  return braceExpand(pattern, options)
-}
-
-Minimatch.prototype.braceExpand = braceExpand
-
-function braceExpand (pattern, options) {
-  if (!options) {
-    if (this instanceof Minimatch) {
-      options = this.options
-    } else {
-      options = {}
-    }
-  }
-
-  pattern = typeof pattern === 'undefined'
-    ? this.pattern : pattern
-
-  if (typeof pattern === 'undefined') {
-    throw new TypeError('undefined pattern')
-  }
-
-  if (options.nobrace ||
-    !pattern.match(/\{.*\}/)) {
-    // shortcut. no need to expand.
-    return [pattern]
-  }
-
-  return expand(pattern)
-}
-
-// parse a component of the expanded set.
-// At this point, no pattern may contain "/" in it
-// so we're going to return a 2d array, where each entry is the full
-// pattern, split on '/', and then turned into a regular expression.
-// A regexp is made at the end which joins each array with an
-// escaped /, and another full one which joins each regexp with |.
-//
-// Following the lead of Bash 4.1, note that "**" only has special meaning
-// when it is the *only* thing in a path portion.  Otherwise, any series
-// of * is equivalent to a single *.  Globstar behavior is enabled by
-// default, and can be disabled by setting options.noglobstar.
-Minimatch.prototype.parse = parse
-var SUBPARSE = {}
-function parse (pattern, isSub) {
-  if (pattern.length > 1024 * 64) {
-    throw new TypeError('pattern is too long')
-  }
-
-  var options = this.options
-
-  // shortcuts
-  if (!options.noglobstar && pattern === '**') return GLOBSTAR
-  if (pattern === '') return ''
-
-  var re = ''
-  var hasMagic = !!options.nocase
-  var escaping = false
-  // ? => one single character
-  var patternListStack = []
-  var negativeLists = []
-  var stateChar
-  var inClass = false
-  var reClassStart = -1
-  var classStart = -1
-  // . and .. never match anything that doesn't start with .,
-  // even when options.dot is set.
-  var patternStart = pattern.charAt(0) === '.' ? '' // anything
-  // not (start or / followed by . or .. followed by / or end)
-  : options.dot ? '(?!(?:^|\\\/)\\.{1,2}(?:$|\\\/))'
-  : '(?!\\.)'
-  var self = this
-
-  function clearStateChar () {
-    if (stateChar) {
-      // we had some state-tracking character
-      // that wasn't consumed by this pass.
-      switch (stateChar) {
-        case '*':
-          re += star
-          hasMagic = true
-        break
-        case '?':
-          re += qmark
-          hasMagic = true
-        break
-        default:
-          re += '\\' + stateChar
-        break
-      }
-      self.debug('clearStateChar %j %j', stateChar, re)
-      stateChar = false
-    }
-  }
-
-  for (var i = 0, len = pattern.length, c
-    ; (i < len) && (c = pattern.charAt(i))
-    ; i++) {
-    this.debug('%s\t%s %s %j', pattern, i, re, c)
-
-    // skip over any that are escaped.
-    if (escaping && reSpecials[c]) {
-      re += '\\' + c
-      escaping = false
-      continue
-    }
-
-    switch (c) {
-      case '/':
-        // completely not allowed, even escaped.
-        // Should already be path-split by now.
-        return false
-
-      case '\\':
-        clearStateChar()
-        escaping = true
-      continue
-
-      // the various stateChar values
-      // for the "extglob" stuff.
-      case '?':
-      case '*':
-      case '+':
-      case '@':
-      case '!':
-        this.debug('%s\t%s %s %j <-- stateChar', pattern, i, re, c)
-
-        // all of those are literals inside a class, except that
-        // the glob [!a] means [^a] in regexp
-        if (inClass) {
-          this.debug('  in class')
-          if (c === '!' && i === classStart + 1) c = '^'
-          re += c
-          continue
-        }
-
-        // if we already have a stateChar, then it means
-        // that there was something like ** or +? in there.
-        // Handle the stateChar, then proceed with this one.
-        self.debug('call clearStateChar %j', stateChar)
-        clearStateChar()
-        stateChar = c
-        // if extglob is disabled, then +(asdf|foo) isn't a thing.
-        // just clear the statechar *now*, rather than even diving into
-        // the patternList stuff.
-        if (options.noext) clearStateChar()
-      continue
-
-      case '(':
-        if (inClass) {
-          re += '('
-          continue
-        }
-
-        if (!stateChar) {
-          re += '\\('
-          continue
-        }
-
-        patternListStack.push({
-          type: stateChar,
-          start: i - 1,
-          reStart: re.length,
-          open: plTypes[stateChar].open,
-          close: plTypes[stateChar].close
-        })
-        // negation is (?:(?!js)[^/]*)
-        re += stateChar === '!' ? '(?:(?!(?:' : '(?:'
-        this.debug('plType %j %j', stateChar, re)
-        stateChar = false
-      continue
-
-      case ')':
-        if (inClass || !patternListStack.length) {
-          re += '\\)'
-          continue
-        }
-
-        clearStateChar()
-        hasMagic = true
-        var pl = patternListStack.pop()
-        // negation is (?:(?!js)[^/]*)
-        // The others are (?:<pattern>)<type>
-        re += pl.close
-        if (pl.type === '!') {
-          negativeLists.push(pl)
-        }
-        pl.reEnd = re.length
-      continue
-
-      case '|':
-        if (inClass || !patternListStack.length || escaping) {
-          re += '\\|'
-          escaping = false
-          continue
-        }
-
-        clearStateChar()
-        re += '|'
-      continue
-
-      // these are mostly the same in regexp and glob
-      case '[':
-        // swallow any state-tracking char before the [
-        clearStateChar()
-
-        if (inClass) {
-          re += '\\' + c
-          continue
-        }
-
-        inClass = true
-        classStart = i
-        reClassStart = re.length
-        re += c
-      continue
-
-      case ']':
-        //  a right bracket shall lose its special
-        //  meaning and represent itself in
-        //  a bracket expression if it occurs
-        //  first in the list.  -- POSIX.2 2.8.3.2
-        if (i === classStart + 1 || !inClass) {
-          re += '\\' + c
-          escaping = false
-          continue
-        }
-
-        // handle the case where we left a class open.
-        // "[z-a]" is valid, equivalent to "\[z-a\]"
-        if (inClass) {
-          // split where the last [ was, make sure we don't have
-          // an invalid re. if so, re-walk the contents of the
-          // would-be class to re-translate any characters that
-          // were passed through as-is
-          // TODO: It would probably be faster to determine this
-          // without a try/catch and a new RegExp, but it's tricky
-          // to do safely.  For now, this is safe and works.
-          var cs = pattern.substring(classStart + 1, i)
-          try {
-            RegExp('[' + cs + ']')
-          } catch (er) {
-            // not a valid class!
-            var sp = this.parse(cs, SUBPARSE)
-            re = re.substr(0, reClassStart) + '\\[' + sp[0] + '\\]'
-            hasMagic = hasMagic || sp[1]
-            inClass = false
-            continue
-          }
-        }
-
-        // finish up the class.
-        hasMagic = true
-        inClass = false
-        re += c
-      continue
-
-      default:
-        // swallow any state char that wasn't consumed
-        clearStateChar()
-
-        if (escaping) {
-          // no need
-          escaping = false
-        } else if (reSpecials[c]
-          && !(c === '^' && inClass)) {
-          re += '\\'
-        }
-
-        re += c
-
-    } // switch
-  } // for
-
-  // handle the case where we left a class open.
-  // "[abc" is valid, equivalent to "\[abc"
-  if (inClass) {
-    // split where the last [ was, and escape it
-    // this is a huge pita.  We now have to re-walk
-    // the contents of the would-be class to re-translate
-    // any characters that were passed through as-is
-    cs = pattern.substr(classStart + 1)
-    sp = this.parse(cs, SUBPARSE)
-    re = re.substr(0, reClassStart) + '\\[' + sp[0]
-    hasMagic = hasMagic || sp[1]
-  }
-
-  // handle the case where we had a +( thing at the *end*
-  // of the pattern.
-  // each pattern list stack adds 3 chars, and we need to go through
-  // and escape any | chars that were passed through as-is for the regexp.
-  // Go through and escape them, taking care not to double-escape any
-  // | chars that were already escaped.
-  for (pl = patternListStack.pop(); pl; pl = patternListStack.pop()) {
-    var tail = re.slice(pl.reStart + pl.open.length)
-    this.debug('setting tail', re, pl)
-    // maybe some even number of \, then maybe 1 \, followed by a |
-    tail = tail.replace(/((?:\\{2}){0,64})(\\?)\|/g, function (_, $1, $2) {
-      if (!$2) {
-        // the | isn't already escaped, so escape it.
-        $2 = '\\'
-      }
-
-      // need to escape all those slashes *again*, without escaping the
-      // one that we need for escaping the | character.  As it works out,
-      // escaping an even number of slashes can be done by simply repeating
-      // it exactly after itself.  That's why this trick works.
-      //
-      // I am sorry that you have to see this.
-      return $1 + $1 + $2 + '|'
-    })
-
-    this.debug('tail=%j\n   %s', tail, tail, pl, re)
-    var t = pl.type === '*' ? star
-      : pl.type === '?' ? qmark
-      : '\\' + pl.type
-
-    hasMagic = true
-    re = re.slice(0, pl.reStart) + t + '\\(' + tail
-  }
-
-  // handle trailing things that only matter at the very end.
-  clearStateChar()
-  if (escaping) {
-    // trailing \\
-    re += '\\\\'
-  }
-
-  // only need to apply the nodot start if the re starts with
-  // something that could conceivably capture a dot
-  var addPatternStart = false
-  switch (re.charAt(0)) {
-    case '.':
-    case '[':
-    case '(': addPatternStart = true
-  }
-
-  // Hack to work around lack of negative lookbehind in JS
-  // A pattern like: *.!(x).!(y|z) needs to ensure that a name
-  // like 'a.xyz.yz' doesn't match.  So, the first negative
-  // lookahead, has to look ALL the way ahead, to the end of
-  // the pattern.
-  for (var n = negativeLists.length - 1; n > -1; n--) {
-    var nl = negativeLists[n]
-
-    var nlBefore = re.slice(0, nl.reStart)
-    var nlFirst = re.slice(nl.reStart, nl.reEnd - 8)
-    var nlLast = re.slice(nl.reEnd - 8, nl.reEnd)
-    var nlAfter = re.slice(nl.reEnd)
-
-    nlLast += nlAfter
-
-    // Handle nested stuff like *(*.js|!(*.json)), where open parens
-    // mean that we should *not* include the ) in the bit that is considered
-    // "after" the negated section.
-    var openParensBefore = nlBefore.split('(').length - 1
-    var cleanAfter = nlAfter
-    for (i = 0; i < openParensBefore; i++) {
-      cleanAfter = cleanAfter.replace(/\)[+*?]?/, '')
-    }
-    nlAfter = cleanAfter
-
-    var dollar = ''
-    if (nlAfter === '' && isSub !== SUBPARSE) {
-      dollar = '$'
-    }
-    var newRe = nlBefore + nlFirst + nlAfter + dollar + nlLast
-    re = newRe
-  }
-
-  // if the re is not "" at this point, then we need to make sure
-  // it doesn't match against an empty path part.
-  // Otherwise a/* will match a/, which it should not.
-  if (re !== '' && hasMagic) {
-    re = '(?=.)' + re
-  }
-
-  if (addPatternStart) {
-    re = patternStart + re
-  }
-
-  // parsing just a piece of a larger pattern.
-  if (isSub === SUBPARSE) {
-    return [re, hasMagic]
-  }
-
-  // skip the regexp for non-magical patterns
-  // unescape anything in it, though, so that it'll be
-  // an exact match against a file etc.
-  if (!hasMagic) {
-    return globUnescape(pattern)
-  }
-
-  var flags = options.nocase ? 'i' : ''
-  try {
-    var regExp = new RegExp('^' + re + '$', flags)
-  } catch (er) {
-    // If it was an invalid regular expression, then it can't match
-    // anything.  This trick looks for a character after the end of
-    // the string, which is of course impossible, except in multi-line
-    // mode, but it's not a /m regex.
-    return new RegExp('$.')
-  }
-
-  regExp._glob = pattern
-  regExp._src = re
-
-  return regExp
-}
-
-minimatch.makeRe = function (pattern, options) {
-  return new Minimatch(pattern, options || {}).makeRe()
-}
-
-Minimatch.prototype.makeRe = makeRe
-function makeRe () {
-  if (this.regexp || this.regexp === false) return this.regexp
-
-  // at this point, this.set is a 2d array of partial
-  // pattern strings, or "**".
-  //
-  // It's better to use .match().  This function shouldn't
-  // be used, really, but it's pretty convenient sometimes,
-  // when you just want to work with a regex.
-  var set = this.set
-
-  if (!set.length) {
-    this.regexp = false
-    return this.regexp
-  }
-  var options = this.options
-
-  var twoStar = options.noglobstar ? star
-    : options.dot ? twoStarDot
-    : twoStarNoDot
-  var flags = options.nocase ? 'i' : ''
-
-  var re = set.map(function (pattern) {
-    return pattern.map(function (p) {
-      return (p === GLOBSTAR) ? twoStar
-      : (typeof p === 'string') ? regExpEscape(p)
-      : p._src
-    }).join('\\\/')
-  }).join('|')
-
-  // must match entire pattern
-  // ending in a * or ** will make it less strict.
-  re = '^(?:' + re + ')$'
-
-  // can match anything, as long as it's not this.
-  if (this.negate) re = '^(?!' + re + ').*$'
-
-  try {
-    this.regexp = new RegExp(re, flags)
-  } catch (ex) {
-    this.regexp = false
-  }
-  return this.regexp
-}
-
-minimatch.match = function (list, pattern, options) {
-  options = options || {}
-  var mm = new Minimatch(pattern, options)
-  list = list.filter(function (f) {
-    return mm.match(f)
-  })
-  if (mm.options.nonull && !list.length) {
-    list.push(pattern)
-  }
-  return list
-}
-
-Minimatch.prototype.match = match
-function match (f, partial) {
-  this.debug('match', f, this.pattern)
-  // short-circuit in the case of busted things.
-  // comments, etc.
-  if (this.comment) return false
-  if (this.empty) return f === ''
-
-  if (f === '/' && partial) return true
-
-  var options = this.options
-
-  // windows: need to use /, not \
-  if (path.sep !== '/') {
-    f = f.split(path.sep).join('/')
-  }
-
-  // treat the test path as a set of pathparts.
-  f = f.split(slashSplit)
-  this.debug(this.pattern, 'split', f)
-
-  // just ONE of the pattern sets in this.set needs to match
-  // in order for it to be valid.  If negating, then just one
-  // match means that we have failed.
-  // Either way, return on the first hit.
-
-  var set = this.set
-  this.debug(this.pattern, 'set', set)
-
-  // Find the basename of the path by looking for the last non-empty segment
-  var filename
-  var i
-  for (i = f.length - 1; i >= 0; i--) {
-    filename = f[i]
-    if (filename) break
-  }
-
-  for (i = 0; i < set.length; i++) {
-    var pattern = set[i]
-    var file = f
-    if (options.matchBase && pattern.length === 1) {
-      file = [filename]
-    }
-    var hit = this.matchOne(file, pattern, partial)
-    if (hit) {
-      if (options.flipNegate) return true
-      return !this.negate
-    }
-  }
-
-  // didn't get any hits.  this is success if it's a negative
-  // pattern, failure otherwise.
-  if (options.flipNegate) return false
-  return this.negate
-}
-
-// set partial to true to test if, for example,
-// "/a/b" matches the start of "/*/b/*/d"
-// Partial means, if you run out of file before you run
-// out of pattern, then that's fine, as long as all
-// the parts match.
-Minimatch.prototype.matchOne = function (file, pattern, partial) {
-  var options = this.options
-
-  this.debug('matchOne',
-    { 'this': this, file: file, pattern: pattern })
-
-  this.debug('matchOne', file.length, pattern.length)
-
-  for (var fi = 0,
-      pi = 0,
-      fl = file.length,
-      pl = pattern.length
-      ; (fi < fl) && (pi < pl)
-      ; fi++, pi++) {
-    this.debug('matchOne loop')
-    var p = pattern[pi]
-    var f = file[fi]
-
-    this.debug(pattern, p, f)
-
-    // should be impossible.
-    // some invalid regexp stuff in the set.
-    if (p === false) return false
-
-    if (p === GLOBSTAR) {
-      this.debug('GLOBSTAR', [pattern, p, f])
-
-      // "**"
-      // a/**/b/**/c would match the following:
-      // a/b/x/y/z/c
-      // a/x/y/z/b/c
-      // a/b/x/b/x/c
-      // a/b/c
-      // To do this, take the rest of the pattern after
-      // the **, and see if it would match the file remainder.
-      // If so, return success.
-      // If not, the ** "swallows" a segment, and try again.
-      // This is recursively awful.
-      //
-      // a/**/b/**/c matching a/b/x/y/z/c
-      // - a matches a
-      // - doublestar
-      //   - matchOne(b/x/y/z/c, b/**/c)
-      //     - b matches b
-      //     - doublestar
-      //       - matchOne(x/y/z/c, c) -> no
-      //       - matchOne(y/z/c, c) -> no
-      //       - matchOne(z/c, c) -> no
-      //       - matchOne(c, c) yes, hit
-      var fr = fi
-      var pr = pi + 1
-      if (pr === pl) {
-        this.debug('** at the end')
-        // a ** at the end will just swallow the rest.
-        // We have found a match.
-        // however, it will not swallow /.x, unless
-        // options.dot is set.
-        // . and .. are *never* matched by **, for explosively
-        // exponential reasons.
-        for (; fi < fl; fi++) {
-          if (file[fi] === '.' || file[fi] === '..' ||
-            (!options.dot && file[fi].charAt(0) === '.')) return false
-        }
-        return true
-      }
-
-      // ok, let's see if we can swallow whatever we can.
-      while (fr < fl) {
-        var swallowee = file[fr]
-
-        this.debug('\nglobstar while', file, fr, pattern, pr, swallowee)
-
-        // XXX remove this slice.  Just pass the start index.
-        if (this.matchOne(file.slice(fr), pattern.slice(pr), partial)) {
-          this.debug('globstar found match!', fr, fl, swallowee)
-          // found a match.
-          return true
-        } else {
-          // can't swallow "." or ".." ever.
-          // can only swallow ".foo" when explicitly asked.
-          if (swallowee === '.' || swallowee === '..' ||
-            (!options.dot && swallowee.charAt(0) === '.')) {
-            this.debug('dot detected!', file, fr, pattern, pr)
-            break
-          }
-
-          // ** swallows a segment, and continue.
-          this.debug('globstar swallow a segment, and continue')
-          fr++
-        }
-      }
-
-      // no match was found.
-      // However, in partial mode, we can't say this is necessarily over.
-      // If there's more *pattern* left, then
-      if (partial) {
-        // ran out of file
-        this.debug('\n>>> no match, partial?', file, fr, pattern, pr)
-        if (fr === fl) return true
-      }
-      return false
-    }
-
-    // something other than **
-    // non-magic patterns just have to match exactly
-    // patterns with magic have been turned into regexps.
-    var hit
-    if (typeof p === 'string') {
-      if (options.nocase) {
-        hit = f.toLowerCase() === p.toLowerCase()
-      } else {
-        hit = f === p
-      }
-      this.debug('string match', p, f, hit)
-    } else {
-      hit = f.match(p)
-      this.debug('pattern match', p, f, hit)
-    }
-
-    if (!hit) return false
-  }
-
-  // Note: ending in / means that we'll get a final ""
-  // at the end of the pattern.  This can only match a
-  // corresponding "" at the end of the file.
-  // If the file ends in /, then it can only match a
-  // a pattern that ends in /, unless the pattern just
-  // doesn't have any more for it. But, a/b/ should *not*
-  // match "a/b/*", even though "" matches against the
-  // [^/]*? pattern, except in partial mode, where it might
-  // simply not be reached yet.
-  // However, a/b/ should still satisfy a/*
-
-  // now either we fell off the end of the pattern, or we're done.
-  if (fi === fl && pi === pl) {
-    // ran out of pattern and filename at the same time.
-    // an exact hit!
-    return true
-  } else if (fi === fl) {
-    // ran out of file, but still had pattern left.
-    // this is ok if we're doing the match as part of
-    // a glob fs traversal.
-    return partial
-  } else if (pi === pl) {
-    // ran out of pattern, still have file left.
-    // this is only acceptable if we're on the very last
-    // empty segment of a file with a trailing slash.
-    // a/* should match a/b/
-    var emptyFileEnd = (fi === fl - 1) && (file[fi] === '')
-    return emptyFileEnd
-  }
-
-  // should be unreachable.
-  throw new Error('wtf?')
-}
-
-// replace stuff like \* with *
-function globUnescape (s) {
-  return s.replace(/\\(.)/g, '$1')
-}
-
-function regExpEscape (s) {
-  return s.replace(/[-[\]{}()*+?.,\\^$|#\s]/g, '\\$&')
-}
-
-},{"brace-expansion":11,"path":22}],21:[function(require,module,exports){
-var wrappy = require('wrappy')
-module.exports = wrappy(once)
-module.exports.strict = wrappy(onceStrict)
-
-once.proto = once(function () {
-  Object.defineProperty(Function.prototype, 'once', {
-    value: function () {
-      return once(this)
-    },
-    configurable: true
-  })
-
-  Object.defineProperty(Function.prototype, 'onceStrict', {
-    value: function () {
-      return onceStrict(this)
-    },
-    configurable: true
-  })
-})
-
-function once (fn) {
-  var f = function () {
-    if (f.called) return f.value
-    f.called = true
-    return f.value = fn.apply(this, arguments)
-  }
-  f.called = false
-  return f
-}
-
-function onceStrict (fn) {
-  var f = function () {
-    if (f.called)
-      throw new Error(f.onceError)
-    f.called = true
-    return f.value = fn.apply(this, arguments)
-  }
-  var name = fn.name || 'Function wrapped with `once`'
-  f.onceError = name + " shouldn't be called more than once"
-  f.called = false
-  return f
-}
-
-},{"wrappy":29}],22:[function(require,module,exports){
-(function (process){
-// Copyright Joyent, Inc. and other Node contributors.
-//
-// Permission is hereby granted, free of charge, to any person obtaining a
-// copy of this software and associated documentation files (the
-// "Software"), to deal in the Software without restriction, including
-// without limitation the rights to use, copy, modify, merge, publish,
-// distribute, sublicense, and/or sell copies of the Software, and to permit
-// persons to whom the Software is furnished to do so, subject to the
-// following conditions:
-//
-// The above copyright notice and this permission notice shall be included
-// in all copies or substantial portions of the Software.
-//
-// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS
-// OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
-// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN
-// NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
-// DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR
-// OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE
-// USE OR OTHER DEALINGS IN THE SOFTWARE.
-
-// resolves . and .. elements in a path array with directory names there
-// must be no slashes, empty elements, or device names (c:\) in the array
-// (so also no leading and trailing slashes - it does not distinguish
-// relative and absolute paths)
-function normalizeArray(parts, allowAboveRoot) {
-  // if the path tries to go above the root, `up` ends up > 0
-  var up = 0;
-  for (var i = parts.length - 1; i >= 0; i--) {
-    var last = parts[i];
-    if (last === '.') {
-      parts.splice(i, 1);
-    } else if (last === '..') {
-      parts.splice(i, 1);
-      up++;
-    } else if (up) {
-      parts.splice(i, 1);
-      up--;
-    }
-  }
-
-  // if the path is allowed to go above the root, restore leading ..s
-  if (allowAboveRoot) {
-    for (; up--; up) {
-      parts.unshift('..');
-    }
-  }
-
-  return parts;
-}
-
-// Split a filename into [root, dir, basename, ext], unix version
-// 'root' is just a slash, or nothing.
-var splitPathRe =
-    /^(\/?|)([\s\S]*?)((?:\.{1,2}|[^\/]+?|)(\.[^.\/]*|))(?:[\/]*)$/;
-var splitPath = function(filename) {
-  return splitPathRe.exec(filename).slice(1);
-};
-
-// path.resolve([from ...], to)
-// posix version
-exports.resolve = function() {
-  var resolvedPath = '',
-      resolvedAbsolute = false;
-
-  for (var i = arguments.length - 1; i >= -1 && !resolvedAbsolute; i--) {
-    var path = (i >= 0) ? arguments[i] : process.cwd();
-
-    // Skip empty and invalid entries
-    if (typeof path !== 'string') {
-      throw new TypeError('Arguments to path.resolve must be strings');
-    } else if (!path) {
-      continue;
-    }
-
-    resolvedPath = path + '/' + resolvedPath;
-    resolvedAbsolute = path.charAt(0) === '/';
-  }
-
-  // At this point the path should be resolved to a full absolute path, but
-  // handle relative paths to be safe (might happen when process.cwd() fails)
-
-  // Normalize the path
-  resolvedPath = normalizeArray(filter(resolvedPath.split('/'), function(p) {
-    return !!p;
-  }), !resolvedAbsolute).join('/');
-
-  return ((resolvedAbsolute ? '/' : '') + resolvedPath) || '.';
-};
-
-// path.normalize(path)
-// posix version
-exports.normalize = function(path) {
-  var isAbsolute = exports.isAbsolute(path),
-      trailingSlash = substr(path, -1) === '/';
-
-  // Normalize the path
-  path = normalizeArray(filter(path.split('/'), function(p) {
-    return !!p;
-  }), !isAbsolute).join('/');
-
-  if (!path && !isAbsolute) {
-    path = '.';
-  }
-  if (path && trailingSlash) {
-    path += '/';
-  }
-
-  return (isAbsolute ? '/' : '') + path;
-};
-
-// posix version
-exports.isAbsolute = function(path) {
-  return path.charAt(0) === '/';
-};
-
-// posix version
-exports.join = function() {
-  var paths = Array.prototype.slice.call(arguments, 0);
-  return exports.normalize(filter(paths, function(p, index) {
-    if (typeof p !== 'string') {
-      throw new TypeError('Arguments to path.join must be strings');
-    }
-    return p;
-  }).join('/'));
-};
-
-
-// path.relative(from, to)
-// posix version
-exports.relative = function(from, to) {
-  from = exports.resolve(from).substr(1);
-  to = exports.resolve(to).substr(1);
-
-  function trim(arr) {
-    var start = 0;
-    for (; start < arr.length; start++) {
-      if (arr[start] !== '') break;
-    }
-
-    var end = arr.length - 1;
-    for (; end >= 0; end--) {
-      if (arr[end] !== '') break;
-    }
-
-    if (start > end) return [];
-    return arr.slice(start, end - start + 1);
-  }
-
-  var fromParts = trim(from.split('/'));
-  var toParts = trim(to.split('/'));
-
-  var length = Math.min(fromParts.length, toParts.length);
-  var samePartsLength = length;
-  for (var i = 0; i < length; i++) {
-    if (fromParts[i] !== toParts[i]) {
-      samePartsLength = i;
-      break;
-    }
-  }
-
-  var outputParts = [];
-  for (var i = samePartsLength; i < fromParts.length; i++) {
-    outputParts.push('..');
-  }
-
-  outputParts = outputParts.concat(toParts.slice(samePartsLength));
-
-  return outputParts.join('/');
-};
-
-exports.sep = '/';
-exports.delimiter = ':';
-
-exports.dirname = function(path) {
-  var result = splitPath(path),
-      root = result[0],
-      dir = result[1];
-
-  if (!root && !dir) {
-    // No dirname whatsoever
-    return '.';
-  }
-
-  if (dir) {
-    // It has a dirname, strip trailing slash
-    dir = dir.substr(0, dir.length - 1);
-  }
-
-  return root + dir;
-};
-
-
-exports.basename = function(path, ext) {
-  var f = splitPath(path)[2];
-  // TODO: make this comparison case-insensitive on windows?
-  if (ext && f.substr(-1 * ext.length) === ext) {
-    f = f.substr(0, f.length - ext.length);
-  }
-  return f;
-};
-
-
-exports.extname = function(path) {
-  return splitPath(path)[3];
-};
-
-function filter (xs, f) {
-    if (xs.filter) return xs.filter(f);
-    var res = [];
-    for (var i = 0; i < xs.length; i++) {
-        if (f(xs[i], i, xs)) res.push(xs[i]);
-    }
-    return res;
-}
-
-// String.prototype.substr - negative index don't work in IE8
-var substr = 'ab'.substr(-1) === 'b'
-    ? function (str, start, len) { return str.substr(start, len) }
-    : function (str, start, len) {
-        if (start < 0) start = str.length + start;
-        return str.substr(start, len);
-    }
-;
-
-}).call(this,require('_process'))
-},{"_process":24}],23:[function(require,module,exports){
-(function (process){
-'use strict';
-
-function posix(path) {
-	return path.charAt(0) === '/';
-}
-
-function win32(path) {
-	// https://github.com/nodejs/node/blob/b3fcc245fb25539909ef1d5eaa01dbf92e168633/lib/path.js#L56
-	var splitDeviceRe = /^([a-zA-Z]:|[\\\/]{2}[^\\\/]+[\\\/]+[^\\\/]+)?([\\\/])?([\s\S]*?)$/;
-	var result = splitDeviceRe.exec(path);
-	var device = result[1] || '';
-	var isUnc = Boolean(device && device.charAt(1) !== ':');
-
-	// UNC paths are always absolute
-	return Boolean(result[2] || isUnc);
-}
-
-module.exports = process.platform === 'win32' ? win32 : posix;
-module.exports.posix = posix;
-module.exports.win32 = win32;
-
-}).call(this,require('_process'))
-},{"_process":24}],24:[function(require,module,exports){
-// shim for using process in browser
-var process = module.exports = {};
-
-// cached from whatever global is present so that test runners that stub it
-// don't break things.  But we need to wrap it in a try catch in case it is
-// wrapped in strict mode code which doesn't define any globals.  It's inside a
-// function because try/catches deoptimize in certain engines.
-
-var cachedSetTimeout;
-var cachedClearTimeout;
-
-function defaultSetTimout() {
-    throw new Error('setTimeout has not been defined');
-}
-function defaultClearTimeout () {
-    throw new Error('clearTimeout has not been defined');
-}
-(function () {
-    try {
-        if (typeof setTimeout === 'function') {
-            cachedSetTimeout = setTimeout;
-        } else {
-            cachedSetTimeout = defaultSetTimout;
-        }
-    } catch (e) {
-        cachedSetTimeout = defaultSetTimout;
-    }
-    try {
-        if (typeof clearTimeout === 'function') {
-            cachedClearTimeout = clearTimeout;
-        } else {
-            cachedClearTimeout = defaultClearTimeout;
-        }
-    } catch (e) {
-        cachedClearTimeout = defaultClearTimeout;
-    }
-} ())
-function runTimeout(fun) {
-    if (cachedSetTimeout === setTimeout) {
-        //normal enviroments in sane situations
-        return setTimeout(fun, 0);
-    }
-    // if setTimeout wasn't available but was latter defined
-    if ((cachedSetTimeout === defaultSetTimout || !cachedSetTimeout) && setTimeout) {
-        cachedSetTimeout = setTimeout;
-        return setTimeout(fun, 0);
-    }
-    try {
-        // when when somebody has screwed with setTimeout but no I.E. maddness
-        return cachedSetTimeout(fun, 0);
-    } catch(e){
-        try {
-            // When we are in I.E. but the script has been evaled so I.E. doesn't trust the global object when called normally
-            return cachedSetTimeout.call(null, fun, 0);
-        } catch(e){
-            // same as above but when it's a version of I.E. that must have the global object for 'this', hopfully our context correct otherwise it will throw a global error
-            return cachedSetTimeout.call(this, fun, 0);
-        }
-    }
-
-
-}
-function runClearTimeout(marker) {
-    if (cachedClearTimeout === clearTimeout) {
-        //normal enviroments in sane situations
-        return clearTimeout(marker);
-    }
-    // if clearTimeout wasn't available but was latter defined
-    if ((cachedClearTimeout === defaultClearTimeout || !cachedClearTimeout) && clearTimeout) {
-        cachedClearTimeout = clearTimeout;
-        return clearTimeout(marker);
-    }
-    try {
-        // when when somebody has screwed with setTimeout but no I.E. maddness
-        return cachedClearTimeout(marker);
-    } catch (e){
-        try {
-            // When we are in I.E. but the script has been evaled so I.E. doesn't  trust the global object when called normally
-            return cachedClearTimeout.call(null, marker);
-        } catch (e){
-            // same as above but when it's a version of I.E. that must have the global object for 'this', hopfully our context correct otherwise it will throw a global error.
-            // Some versions of I.E. have different rules for clearTimeout vs setTimeout
-            return cachedClearTimeout.call(this, marker);
-        }
-    }
-
-
-
-}
-var queue = [];
-var draining = false;
-var currentQueue;
-var queueIndex = -1;
-
-function cleanUpNextTick() {
-    if (!draining || !currentQueue) {
-        return;
-    }
-    draining = false;
-    if (currentQueue.length) {
-        queue = currentQueue.concat(queue);
-    } else {
-        queueIndex = -1;
-    }
-    if (queue.length) {
-        drainQueue();
-    }
-}
-
-function drainQueue() {
-    if (draining) {
-        return;
-    }
-    var timeout = runTimeout(cleanUpNextTick);
-    draining = true;
-
-    var len = queue.length;
-    while(len) {
-        currentQueue = queue;
-        queue = [];
-        while (++queueIndex < len) {
-            if (currentQueue) {
-                currentQueue[queueIndex].run();
-            }
-        }
-        queueIndex = -1;
-        len = queue.length;
-    }
-    currentQueue = null;
-    draining = false;
-    runClearTimeout(timeout);
-}
-
-process.nextTick = function (fun) {
-    var args = new Array(arguments.length - 1);
-    if (arguments.length > 1) {
-        for (var i = 1; i < arguments.length; i++) {
-            args[i - 1] = arguments[i];
-        }
-    }
-    queue.push(new Item(fun, args));
-    if (queue.length === 1 && !draining) {
-        runTimeout(drainQueue);
-    }
-};
-
-// v8 likes predictible objects
-function Item(fun, array) {
-    this.fun = fun;
-    this.array = array;
-}
-Item.prototype.run = function () {
-    this.fun.apply(null, this.array);
-};
-process.title = 'browser';
-process.browser = true;
-process.env = {};
-process.argv = [];
-process.version = ''; // empty string to avoid regexp issues
-process.versions = {};
-
-function noop() {}
-
-process.on = noop;
-process.addListener = noop;
-process.once = noop;
-process.off = noop;
-process.removeListener = noop;
-process.removeAllListeners = noop;
-process.emit = noop;
-process.prependListener = noop;
-process.prependOnceListener = noop;
-
-process.listeners = function (name) { return [] }
-
-process.binding = function (name) {
-    throw new Error('process.binding is not supported');
-};
-
-process.cwd = function () { return '/' };
-process.chdir = function (dir) {
-    throw new Error('process.chdir is not supported');
-};
-process.umask = function() { return 0; };
-
-},{}],25:[function(require,module,exports){
-//     Underscore.js 1.8.3
-//     http://underscorejs.org
-//     (c) 2009-2015 Jeremy Ashkenas, DocumentCloud and Investigative Reporters & Editors
-//     Underscore may be freely distributed under the MIT license.
-
-(function() {
-
-  // Baseline setup
-  // --------------
-
-  // Establish the root object, `window` in the browser, or `exports` on the server.
-  var root = this;
-
-  // Save the previous value of the `_` variable.
-  var previousUnderscore = root._;
-
-  // Save bytes in the minified (but not gzipped) version:
-  var ArrayProto = Array.prototype, ObjProto = Object.prototype, FuncProto = Function.prototype;
-
-  // Create quick reference variables for speed access to core prototypes.
-  var
-    push             = ArrayProto.push,
-    slice            = ArrayProto.slice,
-    toString         = ObjProto.toString,
-    hasOwnProperty   = ObjProto.hasOwnProperty;
-
-  // All **ECMAScript 5** native function implementations that we hope to use
-  // are declared here.
-  var
-    nativeIsArray      = Array.isArray,
-    nativeKeys         = Object.keys,
-    nativeBind         = FuncProto.bind,
-    nativeCreate       = Object.create;
-
-  // Naked function reference for surrogate-prototype-swapping.
-  var Ctor = function(){};
-
-  // Create a safe reference to the Underscore object for use below.
-  var _ = function(obj) {
-    if (obj instanceof _) return obj;
-    if (!(this instanceof _)) return new _(obj);
-    this._wrapped = obj;
-  };
-
-  // Export the Underscore object for **Node.js**, with
-  // backwards-compatibility for the old `require()` API. If we're in
-  // the browser, add `_` as a global object.
-  if (typeof exports !== 'undefined') {
-    if (typeof module !== 'undefined' && module.exports) {
-      exports = module.exports = _;
-    }
-    exports._ = _;
-  } else {
-    root._ = _;
-  }
-
-  // Current version.
-  _.VERSION = '1.8.3';
-
-  // Internal function that returns an efficient (for current engines) version
-  // of the passed-in callback, to be repeatedly applied in other Underscore
-  // functions.
-  var optimizeCb = function(func, context, argCount) {
-    if (context === void 0) return func;
-    switch (argCount == null ? 3 : argCount) {
-      case 1: return function(value) {
-        return func.call(context, value);
-      };
-      case 2: return function(value, other) {
-        return func.call(context, value, other);
-      };
-      case 3: return function(value, index, collection) {
-        return func.call(context, value, index, collection);
-      };
-      case 4: return function(accumulator, value, index, collection) {
-        return func.call(context, accumulator, value, index, collection);
-      };
-    }
-    return function() {
-      return func.apply(context, arguments);
-    };
-  };
-
-  // A mostly-internal function to generate callbacks that can be applied
-  // to each element in a collection, returning the desired result — either
-  // identity, an arbitrary callback, a property matcher, or a property accessor.
-  var cb = function(value, context, argCount) {
-    if (value == null) return _.identity;
-    if (_.isFunction(value)) return optimizeCb(value, context, argCount);
-    if (_.isObject(value)) return _.matcher(value);
-    return _.property(value);
-  };
-  _.iteratee = function(value, context) {
-    return cb(value, context, Infinity);
-  };
-
-  // An internal function for creating assigner functions.
-  var createAssigner = function(keysFunc, undefinedOnly) {
-    return function(obj) {
-      var length = arguments.length;
-      if (length < 2 || obj == null) return obj;
-      for (var index = 1; index < length; index++) {
-        var source = arguments[index],
-            keys = keysFunc(source),
-            l = keys.length;
-        for (var i = 0; i < l; i++) {
-          var key = keys[i];
-          if (!undefinedOnly || obj[key] === void 0) obj[key] = source[key];
-        }
-      }
-      return obj;
-    };
-  };
-
-  // An internal function for creating a new object that inherits from another.
-  var baseCreate = function(prototype) {
-    if (!_.isObject(prototype)) return {};
-    if (nativeCreate) return nativeCreate(prototype);
-    Ctor.prototype = prototype;
-    var result = new Ctor;
-    Ctor.prototype = null;
-    return result;
-  };
-
-  var property = function(key) {
-    return function(obj) {
-      return obj == null ? void 0 : obj[key];
-    };
-  };
-
-  // Helper for collection methods to determine whether a collection
-  // should be iterated as an array or as an object
-  // Related: http://people.mozilla.org/~jorendorff/es6-draft.html#sec-tolength
-  // Avoids a very nasty iOS 8 JIT bug on ARM-64. #2094
-  var MAX_ARRAY_INDEX = Math.pow(2, 53) - 1;
-  var getLength = property('length');
-  var isArrayLike = function(collection) {
-    var length = getLength(collection);
-    return typeof length == 'number' && length >= 0 && length <= MAX_ARRAY_INDEX;
-  };
-
-  // Collection Functions
-  // --------------------
-
-  // The cornerstone, an `each` implementation, aka `forEach`.
-  // Handles raw objects in addition to array-likes. Treats all
-  // sparse array-likes as if they were dense.
-  _.each = _.forEach = function(obj, iteratee, context) {
-    iteratee = optimizeCb(iteratee, context);
-    var i, length;
-    if (isArrayLike(obj)) {
-      for (i = 0, length = obj.length; i < length; i++) {
-        iteratee(obj[i], i, obj);
-      }
-    } else {
-      var keys = _.keys(obj);
-      for (i = 0, length = keys.length; i < length; i++) {
-        iteratee(obj[keys[i]], keys[i], obj);
-      }
-    }
-    return obj;
-  };
-
-  // Return the results of applying the iteratee to each element.
-  _.map = _.collect = function(obj, iteratee, context) {
-    iteratee = cb(iteratee, context);
-    var keys = !isArrayLike(obj) && _.keys(obj),
-        length = (keys || obj).length,
-        results = Array(length);
-    for (var index = 0; index < length; index++) {
-      var currentKey = keys ? keys[index] : index;
-      results[index] = iteratee(obj[currentKey], currentKey, obj);
-    }
-    return results;
-  };
-
-  // Create a reducing function iterating left or right.
-  function createReduce(dir) {
-    // Optimized iterator function as using arguments.length
-    // in the main function will deoptimize the, see #1991.
-    function iterator(obj, iteratee, memo, keys, index, length) {
-      for (; index >= 0 && index < length; index += dir) {
-        var currentKey = keys ? keys[index] : index;
-        memo = iteratee(memo, obj[currentKey], currentKey, obj);
-      }
-      return memo;
-    }
-
-    return function(obj, iteratee, memo, context) {
-      iteratee = optimizeCb(iteratee, context, 4);
-      var keys = !isArrayLike(obj) && _.keys(obj),
-          length = (keys || obj).length,
-          index = dir > 0 ? 0 : length - 1;
-      // Determine the initial value if none is provided.
-      if (arguments.length < 3) {
-        memo = obj[keys ? keys[index] : index];
-        index += dir;
-      }
-      return iterator(obj, iteratee, memo, keys, index, length);
-    };
-  }
-
-  // **Reduce** builds up a single result from a list of values, aka `inject`,
-  // or `foldl`.
-  _.reduce = _.foldl = _.inject = createReduce(1);
-
-  // The right-associative version of reduce, also known as `foldr`.
-  _.reduceRight = _.foldr = createReduce(-1);
-
-  // Return the first value which passes a truth test. Aliased as `detect`.
-  _.find = _.detect = function(obj, predicate, context) {
-    var key;
-    if (isArrayLike(obj)) {
-      key = _.findIndex(obj, predicate, context);
-    } else {
-      key = _.findKey(obj, predicate, context);
-    }
-    if (key !== void 0 && key !== -1) return obj[key];
-  };
-
-  // Return all the elements that pass a truth test.
-  // Aliased as `select`.
-  _.filter = _.select = function(obj, predicate, context) {
-    var results = [];
-    predicate = cb(predicate, context);
-    _.each(obj, function(value, index, list) {
-      if (predicate(value, index, list)) results.push(value);
-    });
-    return results;
-  };
-
-  // Return all the elements for which a truth test fails.
-  _.reject = function(obj, predicate, context) {
-    return _.filter(obj, _.negate(cb(predicate)), context);
-  };
-
-  // Determine whether all of the elements match a truth test.
-  // Aliased as `all`.
-  _.every = _.all = function(obj, predicate, context) {
-    predicate = cb(predicate, context);
-    var keys = !isArrayLike(obj) && _.keys(obj),
-        length = (keys || obj).length;
-    for (var index = 0; index < length; index++) {
-      var currentKey = keys ? keys[index] : index;
-      if (!predicate(obj[currentKey], currentKey, obj)) return false;
-    }
-    return true;
-  };
-
-  // Determine if at least one element in the object matches a truth test.
-  // Aliased as `any`.
-  _.some = _.any = function(obj, predicate, context) {
-    predicate = cb(predicate, context);
-    var keys = !isArrayLike(obj) && _.keys(obj),
-        length = (keys || obj).length;
-    for (var index = 0; index < length; index++) {
-      var currentKey = keys ? keys[index] : index;
-      if (predicate(obj[currentKey], currentKey, obj)) return true;
-    }
-    return false;
-  };
-
-  // Determine if the array or object contains a given item (using `===`).
-  // Aliased as `includes` and `include`.
-  _.contains = _.includes = _.include = function(obj, item, fromIndex, guard) {
-    if (!isArrayLike(obj)) obj = _.values(obj);
-    if (typeof fromIndex != 'number' || guard) fromIndex = 0;
-    return _.indexOf(obj, item, fromIndex) >= 0;
-  };
-
-  // Invoke a method (with arguments) on every item in a collection.
-  _.invoke = function(obj, method) {
-    var args = slice.call(arguments, 2);
-    var isFunc = _.isFunction(method);
-    return _.map(obj, function(value) {
-      var func = isFunc ? method : value[method];
-      return func == null ? func : func.apply(value, args);
-    });
-  };
-
-  // Convenience version of a common use case of `map`: fetching a property.
-  _.pluck = function(obj, key) {
-    return _.map(obj, _.property(key));
-  };
-
-  // Convenience version of a common use case of `filter`: selecting only objects
-  // containing specific `key:value` pairs.
-  _.where = function(obj, attrs) {
-    return _.filter(obj, _.matcher(attrs));
-  };
-
-  // Convenience version of a common use case of `find`: getting the first object
-  // containing specific `key:value` pairs.
-  _.findWhere = function(obj, attrs) {
-    return _.find(obj, _.matcher(attrs));
-  };
-
-  // Return the maximum element (or element-based computation).
-  _.max = function(obj, iteratee, context) {
-    var result = -Infinity, lastComputed = -Infinity,
-        value, computed;
-    if (iteratee == null && obj != null) {
-      obj = isArrayLike(obj) ? obj : _.values(obj);
-      for (var i = 0, length = obj.length; i < length; i++) {
-        value = obj[i];
-        if (value > result) {
-          result = value;
-        }
-      }
-    } else {
-      iteratee = cb(iteratee, context);
-      _.each(obj, function(value, index, list) {
-        computed = iteratee(value, index, list);
-        if (computed > lastComputed || computed === -Infinity && result === -Infinity) {
-          result = value;
-          lastComputed = computed;
-        }
-      });
-    }
-    return result;
-  };
-
-  // Return the minimum element (or element-based computation).
-  _.min = function(obj, iteratee, context) {
-    var result = Infinity, lastComputed = Infinity,
-        value, computed;
-    if (iteratee == null && obj != null) {
-      obj = isArrayLike(obj) ? obj : _.values(obj);
-      for (var i = 0, length = obj.length; i < length; i++) {
-        value = obj[i];
-        if (value < result) {
-          result = value;
-        }
-      }
-    } else {
-      iteratee = cb(iteratee, context);
-      _.each(obj, function(value, index, list) {
-        computed = iteratee(value, index, list);
-        if (computed < lastComputed || computed === Infinity && result === Infinity) {
-          result = value;
-          lastComputed = computed;
-        }
-      });
-    }
-    return result;
-  };
-
-  // Shuffle a collection, using the modern version of the
-  // [Fisher-Yates shuffle](http://en.wikipedia.org/wiki/Fisher–Yates_shuffle).
-  _.shuffle = function(obj) {
-    var set = isArrayLike(obj) ? obj : _.values(obj);
-    var length = set.length;
-    var shuffled = Array(length);
-    for (var index = 0, rand; index < length; index++) {
-      rand = _.random(0, index);
-      if (rand !== index) shuffled[index] = shuffled[rand];
-      shuffled[rand] = set[index];
-    }
-    return shuffled;
-  };
-
-  // Sample **n** random values from a collection.
-  // If **n** is not specified, returns a single random element.
-  // The internal `guard` argument allows it to work with `map`.
-  _.sample = function(obj, n, guard) {
-    if (n == null || guard) {
-      if (!isArrayLike(obj)) obj = _.values(obj);
-      return obj[_.random(obj.length - 1)];
-    }
-    return _.shuffle(obj).slice(0, Math.max(0, n));
-  };
-
-  // Sort the object's values by a criterion produced by an iteratee.
-  _.sortBy = function(obj, iteratee, context) {
-    iteratee = cb(iteratee, context);
-    return _.pluck(_.map(obj, function(value, index, list) {
-      return {
-        value: value,
-        index: index,
-        criteria: iteratee(value, index, list)
-      };
-    }).sort(function(left, right) {
-      var a = left.criteria;
-      var b = right.criteria;
-      if (a !== b) {
-        if (a > b || a === void 0) return 1;
-        if (a < b || b === void 0) return -1;
-      }
-      return left.index - right.index;
-    }), 'value');
-  };
-
-  // An internal function used for aggregate "group by" operations.
-  var group = function(behavior) {
-    return function(obj, iteratee, context) {
-      var result = {};
-      iteratee = cb(iteratee, context);
-      _.each(obj, function(value, index) {
-        var key = iteratee(value, index, obj);
-        behavior(result, value, key);
-      });
-      return result;
-    };
-  };
-
-  // Groups the object's values by a criterion. Pass either a string attribute
-  // to group by, or a function that returns the criterion.
-  _.groupBy = group(function(result, value, key) {
-    if (_.has(result, key)) result[key].push(value); else result[key] = [value];
-  });
-
-  // Indexes the object's values by a criterion, similar to `groupBy`, but for
-  // when you know that your index values will be unique.
-  _.indexBy = group(function(result, value, key) {
-    result[key] = value;
-  });
-
-  // Counts instances of an object that group by a certain criterion. Pass
-  // either a string attribute to count by, or a function that returns the
-  // criterion.
-  _.countBy = group(function(result, value, key) {
-    if (_.has(result, key)) result[key]++; else result[key] = 1;
-  });
-
-  // Safely create a real, live array from anything iterable.
-  _.toArray = function(obj) {
-    if (!obj) return [];
-    if (_.isArray(obj)) return slice.call(obj);
-    if (isArrayLike(obj)) return _.map(obj, _.identity);
-    return _.values(obj);
-  };
-
-  // Return the number of elements in an object.
-  _.size = function(obj) {
-    if (obj == null) return 0;
-    return isArrayLike(obj) ? obj.length : _.keys(obj).length;
-  };
-
-  // Split a collection into two arrays: one whose elements all satisfy the given
-  // predicate, and one whose elements all do not satisfy the predicate.
-  _.partition = function(obj, predicate, context) {
-    predicate = cb(predicate, context);
-    var pass = [], fail = [];
-    _.each(obj, function(value, key, obj) {
-      (predicate(value, key, obj) ? pass : fail).push(value);
-    });
-    return [pass, fail];
-  };
-
-  // Array Functions
-  // ---------------
-
-  // Get the first element of an array. Passing **n** will return the first N
-  // values in the array. Aliased as `head` and `take`. The **guard** check
-  // allows it to work with `_.map`.
-  _.first = _.head = _.take = function(array, n, guard) {
-    if (array == null) return void 0;
-    if (n == null || guard) return array[0];
-    return _.initial(array, array.length - n);
-  };
-
-  // Returns everything but the last entry of the array. Especially useful on
-  // the arguments object. Passing **n** will return all the values in
-  // the array, excluding the last N.
-  _.initial = function(array, n, guard) {
-    return slice.call(array, 0, Math.max(0, array.length - (n == null || guard ? 1 : n)));
-  };
-
-  // Get the last element of an array. Passing **n** will return the last N
-  // values in the array.
-  _.last = function(array, n, guard) {
-    if (array == null) return void 0;
-    if (n == null || guard) return array[array.length - 1];
-    return _.rest(array, Math.max(0, array.length - n));
-  };
-
-  // Returns everything but the first entry of the array. Aliased as `tail` and `drop`.
-  // Especially useful on the arguments object. Passing an **n** will return
-  // the rest N values in the array.
-  _.rest = _.tail = _.drop = function(array, n, guard) {
-    return slice.call(array, n == null || guard ? 1 : n);
-  };
-
-  // Trim out all falsy values from an array.
-  _.compact = function(array) {
-    return _.filter(array, _.identity);
-  };
-
-  // Internal implementation of a recursive `flatten` function.
-  var flatten = function(input, shallow, strict, startIndex) {
-    var output = [], idx = 0;
-    for (var i = startIndex || 0, length = getLength(input); i < length; i++) {
-      var value = input[i];
-      if (isArrayLike(value) && (_.isArray(value) || _.isArguments(value))) {
-        //flatten current level of array or arguments object
-        if (!shallow) value = flatten(value, shallow, strict);
-        var j = 0, len = value.length;
-        output.length += len;
-        while (j < len) {
-          output[idx++] = value[j++];
-        }
-      } else if (!strict) {
-        output[idx++] = value;
-      }
-    }
-    return output;
-  };
-
-  // Flatten out an array, either recursively (by default), or just one level.
-  _.flatten = function(array, shallow) {
-    return flatten(array, shallow, false);
-  };
-
-  // Return a version of the array that does not contain the specified value(s).
-  _.without = function(array) {
-    return _.difference(array, slice.call(arguments, 1));
-  };
-
-  // Produce a duplicate-free version of the array. If the array has already
-  // been sorted, you have the option of using a faster algorithm.
-  // Aliased as `unique`.
-  _.uniq = _.unique = function(array, isSorted, iteratee, context) {
-    if (!_.isBoolean(isSorted)) {
-      context = iteratee;
-      iteratee = isSorted;
-      isSorted = false;
-    }
-    if (iteratee != null) iteratee = cb(iteratee, context);
-    var result = [];
-    var seen = [];
-    for (var i = 0, length = getLength(array); i < length; i++) {
-      var value = array[i],
-          computed = iteratee ? iteratee(value, i, array) : value;
-      if (isSorted) {
-        if (!i || seen !== computed) result.push(value);
-        seen = computed;
-      } else if (iteratee) {
-        if (!_.contains(seen, computed)) {
-          seen.push(computed);
-          result.push(value);
-        }
-      } else if (!_.contains(result, value)) {
-        result.push(value);
-      }
-    }
-    return result;
-  };
-
-  // Produce an array that contains the union: each distinct element from all of
-  // the passed-in arrays.
-  _.union = function() {
-    return _.uniq(flatten(arguments, true, true));
-  };
-
-  // Produce an array that contains every item shared between all the
-  // passed-in arrays.
-  _.intersection = function(array) {
-    var result = [];
-    var argsLength = arguments.length;
-    for (var i = 0, length = getLength(array); i < length; i++) {
-      var item = array[i];
-      if (_.contains(result, item)) continue;
-      for (var j = 1; j < argsLength; j++) {
-        if (!_.contains(arguments[j], item)) break;
-      }
-      if (j === argsLength) result.push(item);
-    }
-    return result;
-  };
-
-  // Take the difference between one array and a number of other arrays.
-  // Only the elements present in just the first array will remain.
-  _.difference = function(array) {
-    var rest = flatten(arguments, true, true, 1);
-    return _.filter(array, function(value){
-      return !_.contains(rest, value);
-    });
-  };
-
-  // Zip together multiple lists into a single array -- elements that share
-  // an index go together.
-  _.zip = function() {
-    return _.unzip(arguments);
-  };
-
-  // Complement of _.zip. Unzip accepts an array of arrays and groups
-  // each array's elements on shared indices
-  _.unzip = function(array) {
-    var length = array && _.max(array, getLength).length || 0;
-    var result = Array(length);
-
-    for (var index = 0; index < length; index++) {
-      result[index] = _.pluck(array, index);
-    }
-    return result;
-  };
-
-  // Converts lists into objects. Pass either a single array of `[key, value]`
-  // pairs, or two parallel arrays of the same length -- one of keys, and one of
-  // the corresponding values.
-  _.object = function(list, values) {
-    var result = {};
-    for (var i = 0, length = getLength(list); i < length; i++) {
-      if (values) {
-        result[list[i]] = values[i];
-      } else {
-        result[list[i][0]] = list[i][1];
-      }
-    }
-    return result;
-  };
-
-  // Generator function to create the findIndex and findLastIndex functions
-  function createPredicateIndexFinder(dir) {
-    return function(array, predicate, context) {
-      predicate = cb(predicate, context);
-      var length = getLength(array);
-      var index = dir > 0 ? 0 : length - 1;
-      for (; index >= 0 && index < length; index += dir) {
-        if (predicate(array[index], index, array)) return index;
-      }
-      return -1;
-    };
-  }
-
-  // Returns the first index on an array-like that passes a predicate test
-  _.findIndex = createPredicateIndexFinder(1);
-  _.findLastIndex = createPredicateIndexFinder(-1);
-
-  // Use a comparator function to figure out the smallest index at which
-  // an object should be inserted so as to maintain order. Uses binary search.
-  _.sortedIndex = function(array, obj, iteratee, context) {
-    iteratee = cb(iteratee, context, 1);
-    var value = iteratee(obj);
-    var low = 0, high = getLength(array);
-    while (low < high) {
-      var mid = Math.floor((low + high) / 2);
-      if (iteratee(array[mid]) < value) low = mid + 1; else high = mid;
-    }
-    return low;
-  };
-
-  // Generator function to create the indexOf and lastIndexOf functions
-  function createIndexFinder(dir, predicateFind, sortedIndex) {
-    return function(array, item, idx) {
-      var i = 0, length = getLength(array);
-      if (typeof idx == 'number') {
-        if (dir > 0) {
-            i = idx >= 0 ? idx : Math.max(idx + length, i);
-        } else {
-            length = idx >= 0 ? Math.min(idx + 1, length) : idx + length + 1;
-        }
-      } else if (sortedIndex && idx && length) {
-        idx = sortedIndex(array, item);
-        return array[idx] === item ? idx : -1;
-      }
-      if (item !== item) {
-        idx = predicateFind(slice.call(array, i, length), _.isNaN);
-        return idx >= 0 ? idx + i : -1;
-      }
-      for (idx = dir > 0 ? i : length - 1; idx >= 0 && idx < length; idx += dir) {
-        if (array[idx] === item) return idx;
-      }
-      return -1;
-    };
-  }
-
-  // Return the position of the first occurrence of an item in an array,
-  // or -1 if the item is not included in the array.
-  // If the array is large and already in sort order, pass `true`
-  // for **isSorted** to use binary search.
-  _.indexOf = createIndexFinder(1, _.findIndex, _.sortedIndex);
-  _.lastIndexOf = createIndexFinder(-1, _.findLastIndex);
-
-  // Generate an integer Array containing an arithmetic progression. A port of
-  // the native Python `range()` function. See
-  // [the Python documentation](http://docs.python.org/library/functions.html#range).
-  _.range = function(start, stop, step) {
-    if (stop == null) {
-      stop = start || 0;
-      start = 0;
-    }
-    step = step || 1;
-
-    var length = Math.max(Math.ceil((stop - start) / step), 0);
-    var range = Array(length);
-
-    for (var idx = 0; idx < length; idx++, start += step) {
-      range[idx] = start;
-    }
-
-    return range;
-  };
-
-  // Function (ahem) Functions
-  // ------------------
-
-  // Determines whether to execute a function as a constructor
-  // or a normal function with the provided arguments
-  var executeBound = function(sourceFunc, boundFunc, context, callingContext, args) {
-    if (!(callingContext instanceof boundFunc)) return sourceFunc.apply(context, args);
-    var self = baseCreate(sourceFunc.prototype);
-    var result = sourceFunc.apply(self, args);
-    if (_.isObject(result)) return result;
-    return self;
-  };
-
-  // Create a function bound to a given object (assigning `this`, and arguments,
-  // optionally). Delegates to **ECMAScript 5**'s native `Function.bind` if
-  // available.
-  _.bind = function(func, context) {
-    if (nativeBind && func.bind === nativeBind) return nativeBind.apply(func, slice.call(arguments, 1));
-    if (!_.isFunction(func)) throw new TypeError('Bind must be called on a function');
-    var args = slice.call(arguments, 2);
-    var bound = function() {
-      return executeBound(func, bound, context, this, args.concat(slice.call(arguments)));
-    };
-    return bound;
-  };
-
-  // Partially apply a function by creating a version that has had some of its
-  // arguments pre-filled, without changing its dynamic `this` context. _ acts
-  // as a placeholder, allowing any combination of arguments to be pre-filled.
-  _.partial = function(func) {
-    var boundArgs = slice.call(arguments, 1);
-    var bound = function() {
-      var position = 0, length = boundArgs.length;
-      var args = Array(length);
-      for (var i = 0; i < length; i++) {
-        args[i] = boundArgs[i] === _ ? arguments[position++] : boundArgs[i];
-      }
-      while (position < arguments.length) args.push(arguments[position++]);
-      return executeBound(func, bound, this, this, args);
-    };
-    return bound;
-  };
-
-  // Bind a number of an object's methods to that object. Remaining arguments
-  // are the method names to be bound. Useful for ensuring that all callbacks
-  // defined on an object belong to it.
-  _.bindAll = function(obj) {
-    var i, length = arguments.length, key;
-    if (length <= 1) throw new Error('bindAll must be passed function names');
-    for (i = 1; i < length; i++) {
-      key = arguments[i];
-      obj[key] = _.bind(obj[key], obj);
-    }
-    return obj;
-  };
-
-  // Memoize an expensive function by storing its results.
-  _.memoize = function(func, hasher) {
-    var memoize = function(key) {
-      var cache = memoize.cache;
-      var address = '' + (hasher ? hasher.apply(this, arguments) : key);
-      if (!_.has(cache, address)) cache[address] = func.apply(this, arguments);
-      return cache[address];
-    };
-    memoize.cache = {};
-    return memoize;
-  };
-
-  // Delays a function for the given number of milliseconds, and then calls
-  // it with the arguments supplied.
-  _.delay = function(func, wait) {
-    var args = slice.call(arguments, 2);
-    return setTimeout(function(){
-      return func.apply(null, args);
-    }, wait);
-  };
-
-  // Defers a function, scheduling it to run after the current call stack has
-  // cleared.
-  _.defer = _.partial(_.delay, _, 1);
-
-  // Returns a function, that, when invoked, will only be triggered at most once
-  // during a given window of time. Normally, the throttled function will run
-  // as much as it can, without ever going more than once per `wait` duration;
-  // but if you'd like to disable the execution on the leading edge, pass
-  // `{leading: false}`. To disable execution on the trailing edge, ditto.
-  _.throttle = function(func, wait, options) {
-    var context, args, result;
-    var timeout = null;
-    var previous = 0;
-    if (!options) options = {};
-    var later = function() {
-      previous = options.leading === false ? 0 : _.now();
-      timeout = null;
-      result = func.apply(context, args);
-      if (!timeout) context = args = null;
-    };
-    return function() {
-      var now = _.now();
-      if (!previous && options.leading === false) previous = now;
-      var remaining = wait - (now - previous);
-      context = this;
-      args = arguments;
-      if (remaining <= 0 || remaining > wait) {
-        if (timeout) {
-          clearTimeout(timeout);
-          timeout = null;
-        }
-        previous = now;
-        result = func.apply(context, args);
-        if (!timeout) context = args = null;
-      } else if (!timeout && options.trailing !== false) {
-        timeout = setTimeout(later, remaining);
-      }
-      return result;
-    };
-  };
-
-  // Returns a function, that, as long as it continues to be invoked, will not
-  // be triggered. The function will be called after it stops being called for
-  // N milliseconds. If `immediate` is passed, trigger the function on the
-  // leading edge, instead of the trailing.
-  _.debounce = function(func, wait, immediate) {
-    var timeout, args, context, timestamp, result;
-
-    var later = function() {
-      var last = _.now() - timestamp;
-
-      if (last < wait && last >= 0) {
-        timeout = setTimeout(later, wait - last);
-      } else {
-        timeout = null;
-        if (!immediate) {
-          result = func.apply(context, args);
-          if (!timeout) context = args = null;
-        }
-      }
-    };
-
-    return function() {
-      context = this;
-      args = arguments;
-      timestamp = _.now();
-      var callNow = immediate && !timeout;
-      if (!timeout) timeout = setTimeout(later, wait);
-      if (callNow) {
-        result = func.apply(context, args);
-        context = args = null;
-      }
-
-      return result;
-    };
-  };
-
-  // Returns the first function passed as an argument to the second,
-  // allowing you to adjust arguments, run code before and after, and
-  // conditionally execute the original function.
-  _.wrap = function(func, wrapper) {
-    return _.partial(wrapper, func);
-  };
-
-  // Returns a negated version of the passed-in predicate.
-  _.negate = function(predicate) {
-    return function() {
-      return !predicate.apply(this, arguments);
-    };
-  };
-
-  // Returns a function that is the composition of a list of functions, each
-  // consuming the return value of the function that follows.
-  _.compose = function() {
-    var args = arguments;
-    var start = args.length - 1;
-    return function() {
-      var i = start;
-      var result = args[start].apply(this, arguments);
-      while (i--) result = args[i].call(this, result);
-      return result;
-    };
-  };
-
-  // Returns a function that will only be executed on and after the Nth call.
-  _.after = function(times, func) {
-    return function() {
-      if (--times < 1) {
-        return func.apply(this, arguments);
-      }
-    };
-  };
-
-  // Returns a function that will only be executed up to (but not including) the Nth call.
-  _.before = function(times, func) {
-    var memo;
-    return function() {
-      if (--times > 0) {
-        memo = func.apply(this, arguments);
-      }
-      if (times <= 1) func = null;
-      return memo;
-    };
-  };
-
-  // Returns a function that will be executed at most one time, no matter how
-  // often you call it. Useful for lazy initialization.
-  _.once = _.partial(_.before, 2);
-
-  // Object Functions
-  // ----------------
-
-  // Keys in IE < 9 that won't be iterated by `for key in ...` and thus missed.
-  var hasEnumBug = !{toString: null}.propertyIsEnumerable('toString');
-  var nonEnumerableProps = ['valueOf', 'isPrototypeOf', 'toString',
-                      'propertyIsEnumerable', 'hasOwnProperty', 'toLocaleString'];
-
-  function collectNonEnumProps(obj, keys) {
-    var nonEnumIdx = nonEnumerableProps.length;
-    var constructor = obj.constructor;
-    var proto = (_.isFunction(constructor) && constructor.prototype) || ObjProto;
-
-    // Constructor is a special case.
-    var prop = 'constructor';
-    if (_.has(obj, prop) && !_.contains(keys, prop)) keys.push(prop);
-
-    while (nonEnumIdx--) {
-      prop = nonEnumerableProps[nonEnumIdx];
-      if (prop in obj && obj[prop] !== proto[prop] && !_.contains(keys, prop)) {
-        keys.push(prop);
-      }
-    }
-  }
-
-  // Retrieve the names of an object's own properties.
-  // Delegates to **ECMAScript 5**'s native `Object.keys`
-  _.keys = function(obj) {
-    if (!_.isObject(obj)) return [];
-    if (nativeKeys) return nativeKeys(obj);
-    var keys = [];
-    for (var key in obj) if (_.has(obj, key)) keys.push(key);
-    // Ahem, IE < 9.
-    if (hasEnumBug) collectNonEnumProps(obj, keys);
-    return keys;
-  };
-
-  // Retrieve all the property names of an object.
-  _.allKeys = function(obj) {
-    if (!_.isObject(obj)) return [];
-    var keys = [];
-    for (var key in obj) keys.push(key);
-    // Ahem, IE < 9.
-    if (hasEnumBug) collectNonEnumProps(obj, keys);
-    return keys;
-  };
-
-  // Retrieve the values of an object's properties.
-  _.values = function(obj) {
-    var keys = _.keys(obj);
-    var length = keys.length;
-    var values = Array(length);
-    for (var i = 0; i < length; i++) {
-      values[i] = obj[keys[i]];
-    }
-    return values;
-  };
-
-  // Returns the results of applying the iteratee to each element of the object
-  // In contrast to _.map it returns an object
-  _.mapObject = function(obj, iteratee, context) {
-    iteratee = cb(iteratee, context);
-    var keys =  _.keys(obj),
-          length = keys.length,
-          results = {},
-          currentKey;
-      for (var index = 0; index < length; index++) {
-        currentKey = keys[index];
-        results[currentKey] = iteratee(obj[currentKey], currentKey, obj);
-      }
-      return results;
-  };
-
-  // Convert an object into a list of `[key, value]` pairs.
-  _.pairs = function(obj) {
-    var keys = _.keys(obj);
-    var length = keys.length;
-    var pairs = Array(length);
-    for (var i = 0; i < length; i++) {
-      pairs[i] = [keys[i], obj[keys[i]]];
-    }
-    return pairs;
-  };
-
-  // Invert the keys and values of an object. The values must be serializable.
-  _.invert = function(obj) {
-    var result = {};
-    var keys = _.keys(obj);
-    for (var i = 0, length = keys.length; i < length; i++) {
-      result[obj[keys[i]]] = keys[i];
-    }
-    return result;
-  };
-
-  // Return a sorted list of the function names available on the object.
-  // Aliased as `methods`
-  _.functions = _.methods = function(obj) {
-    var names = [];
-    for (var key in obj) {
-      if (_.isFunction(obj[key])) names.push(key);
-    }
-    return names.sort();
-  };
-
-  // Extend a given object with all the properties in passed-in object(s).
-  _.extend = createAssigner(_.allKeys);
-
-  // Assigns a given object with all the own properties in the passed-in object(s)
-  // (https://developer.mozilla.org/docs/Web/JavaScript/Reference/Global_Objects/Object/assign)
-  _.extendOwn = _.assign = createAssigner(_.keys);
-
-  // Returns the first key on an object that passes a predicate test
-  _.findKey = function(obj, predicate, context) {
-    predicate = cb(predicate, context);
-    var keys = _.keys(obj), key;
-    for (var i = 0, length = keys.length; i < length; i++) {
-      key = keys[i];
-      if (predicate(obj[key], key, obj)) return key;
-    }
-  };
-
-  // Return a copy of the object only containing the whitelisted properties.
-  _.pick = function(object, oiteratee, context) {
-    var result = {}, obj = object, iteratee, keys;
-    if (obj == null) return result;
-    if (_.isFunction(oiteratee)) {
-      keys = _.allKeys(obj);
-      iteratee = optimizeCb(oiteratee, context);
-    } else {
-      keys = flatten(arguments, false, false, 1);
-      iteratee = function(value, key, obj) { return key in obj; };
-      obj = Object(obj);
-    }
-    for (var i = 0, length = keys.length; i < length; i++) {
-      var key = keys[i];
-      var value = obj[key];
-      if (iteratee(value, key, obj)) result[key] = value;
-    }
-    return result;
-  };
-
-   // Return a copy of the object without the blacklisted properties.
-  _.omit = function(obj, iteratee, context) {
-    if (_.isFunction(iteratee)) {
-      iteratee = _.negate(iteratee);
-    } else {
-      var keys = _.map(flatten(arguments, false, false, 1), String);
-      iteratee = function(value, key) {
-        return !_.contains(keys, key);
-      };
-    }
-    return _.pick(obj, iteratee, context);
-  };
-
-  // Fill in a given object with default properties.
-  _.defaults = createAssigner(_.allKeys, true);
-
-  // Creates an object that inherits from the given prototype object.
-  // If additional properties are provided then they will be added to the
-  // created object.
-  _.create = function(prototype, props) {
-    var result = baseCreate(prototype);
-    if (props) _.extendOwn(result, props);
-    return result;
-  };
-
-  // Create a (shallow-cloned) duplicate of an object.
-  _.clone = function(obj) {
-    if (!_.isObject(obj)) return obj;
-    return _.isArray(obj) ? obj.slice() : _.extend({}, obj);
-  };
-
-  // Invokes interceptor with the obj, and then returns obj.
-  // The primary purpose of this method is to "tap into" a method chain, in
-  // order to perform operations on intermediate results within the chain.
-  _.tap = function(obj, interceptor) {
-    interceptor(obj);
-    return obj;
-  };
-
-  // Returns whether an object has a given set of `key:value` pairs.
-  _.isMatch = function(object, attrs) {
-    var keys = _.keys(attrs), length = keys.length;
-    if (object == null) return !length;
-    var obj = Object(object);
-    for (var i = 0; i < length; i++) {
-      var key = keys[i];
-      if (attrs[key] !== obj[key] || !(key in obj)) return false;
-    }
-    return true;
-  };
-
-
-  // Internal recursive comparison function for `isEqual`.
-  var eq = function(a, b, aStack, bStack) {
-    // Identical objects are equal. `0 === -0`, but they aren't identical.
-    // See the [Harmony `egal` proposal](http://wiki.ecmascript.org/doku.php?id=harmony:egal).
-    if (a === b) return a !== 0 || 1 / a === 1 / b;
-    // A strict comparison is necessary because `null == undefined`.
-    if (a == null || b == null) return a === b;
-    // Unwrap any wrapped objects.
-    if (a instanceof _) a = a._wrapped;
-    if (b instanceof _) b = b._wrapped;
-    // Compare `[[Class]]` names.
-    var className = toString.call(a);
-    if (className !== toString.call(b)) return false;
-    switch (className) {
-      // Strings, numbers, regular expressions, dates, and booleans are compared by value.
-      case '[object RegExp]':
-      // RegExps are coerced to strings for comparison (Note: '' + /a/i === '/a/i')
-      case '[object String]':
-        // Primitives and their corresponding object wrappers are equivalent; thus, `"5"` is
-        // equivalent to `new String("5")`.
-        return '' + a === '' + b;
-      case '[object Number]':
-        // `NaN`s are equivalent, but non-reflexive.
-        // Object(NaN) is equivalent to NaN
-        if (+a !== +a) return +b !== +b;
-        // An `egal` comparison is performed for other numeric values.
-        return +a === 0 ? 1 / +a === 1 / b : +a === +b;
-      case '[object Date]':
-      case '[object Boolean]':
-        // Coerce dates and booleans to numeric primitive values. Dates are compared by their
-        // millisecond representations. Note that invalid dates with millisecond representations
-        // of `NaN` are not equivalent.
-        return +a === +b;
-    }
-
-    var areArrays = className === '[object Array]';
-    if (!areArrays) {
-      if (typeof a != 'object' || typeof b != 'object') return false;
-
-      // Objects with different constructors are not equivalent, but `Object`s or `Array`s
-      // from different frames are.
-      var aCtor = a.constructor, bCtor = b.constructor;
-      if (aCtor !== bCtor && !(_.isFunction(aCtor) && aCtor instanceof aCtor &&
-                               _.isFunction(bCtor) && bCtor instanceof bCtor)
-                          && ('constructor' in a && 'constructor' in b)) {
-        return false;
-      }
-    }
-    // Assume equality for cyclic structures. The algorithm for detecting cyclic
-    // structures is adapted from ES 5.1 section 15.12.3, abstract operation `JO`.
-
-    // Initializing stack of traversed objects.
-    // It's done here since we only need them for objects and arrays comparison.
-    aStack = aStack || [];
-    bStack = bStack || [];
-    var length = aStack.length;
-    while (length--) {
-      // Linear search. Performance is inversely proportional to the number of
-      // unique nested structures.
-      if (aStack[length] === a) return bStack[length] === b;
-    }
-
-    // Add the first object to the stack of traversed objects.
-    aStack.push(a);
-    bStack.push(b);
-
-    // Recursively compare objects and arrays.
-    if (areArrays) {
-      // Compare array lengths to determine if a deep comparison is necessary.
-      length = a.length;
-      if (length !== b.length) return false;
-      // Deep compare the contents, ignoring non-numeric properties.
-      while (length--) {
-        if (!eq(a[length], b[length], aStack, bStack)) return false;
-      }
-    } else {
-      // Deep compare objects.
-      var keys = _.keys(a), key;
-      length = keys.length;
-      // Ensure that both objects contain the same number of properties before comparing deep equality.
-      if (_.keys(b).length !== length) return false;
-      while (length--) {
-        // Deep compare each member
-        key = keys[length];
-        if (!(_.has(b, key) && eq(a[key], b[key], aStack, bStack))) return false;
-      }
-    }
-    // Remove the first object from the stack of traversed objects.
-    aStack.pop();
-    bStack.pop();
-    return true;
-  };
-
-  // Perform a deep comparison to check if two objects are equal.
-  _.isEqual = function(a, b) {
-    return eq(a, b);
-  };
-
-  // Is a given array, string, or object empty?
-  // An "empty" object has no enumerable own-properties.
-  _.isEmpty = function(obj) {
-    if (obj == null) return true;
-    if (isArrayLike(obj) && (_.isArray(obj) || _.isString(obj) || _.isArguments(obj))) return obj.length === 0;
-    return _.keys(obj).length === 0;
-  };
-
-  // Is a given value a DOM element?
-  _.isElement = function(obj) {
-    return !!(obj && obj.nodeType === 1);
-  };
-
-  // Is a given value an array?
-  // Delegates to ECMA5's native Array.isArray
-  _.isArray = nativeIsArray || function(obj) {
-    return toString.call(obj) === '[object Array]';
-  };
-
-  // Is a given variable an object?
-  _.isObject = function(obj) {
-    var type = typeof obj;
-    return type === 'function' || type === 'object' && !!obj;
-  };
-
-  // Add some isType methods: isArguments, isFunction, isString, isNumber, isDate, isRegExp, isError.
-  _.each(['Arguments', 'Function', 'String', 'Number', 'Date', 'RegExp', 'Error'], function(name) {
-    _['is' + name] = function(obj) {
-      return toString.call(obj) === '[object ' + name + ']';
-    };
-  });
-
-  // Define a fallback version of the method in browsers (ahem, IE < 9), where
-  // there isn't any inspectable "Arguments" type.
-  if (!_.isArguments(arguments)) {
-    _.isArguments = function(obj) {
-      return _.has(obj, 'callee');
-    };
-  }
-
-  // Optimize `isFunction` if appropriate. Work around some typeof bugs in old v8,
-  // IE 11 (#1621), and in Safari 8 (#1929).
-  if (typeof /./ != 'function' && typeof Int8Array != 'object') {
-    _.isFunction = function(obj) {
-      return typeof obj == 'function' || false;
-    };
-  }
-
-  // Is a given object a finite number?
-  _.isFinite = function(obj) {
-    return isFinite(obj) && !isNaN(parseFloat(obj));
-  };
-
-  // Is the given value `NaN`? (NaN is the only number which does not equal itself).
-  _.isNaN = function(obj) {
-    return _.isNumber(obj) && obj !== +obj;
-  };
-
-  // Is a given value a boolean?
-  _.isBoolean = function(obj) {
-    return obj === true || obj === false || toString.call(obj) === '[object Boolean]';
-  };
-
-  // Is a given value equal to null?
-  _.isNull = function(obj) {
-    return obj === null;
-  };
-
-  // Is a given variable undefined?
-  _.isUndefined = function(obj) {
-    return obj === void 0;
-  };
-
-  // Shortcut function for checking if an object has a given property directly
-  // on itself (in other words, not on a prototype).
-  _.has = function(obj, key) {
-    return obj != null && hasOwnProperty.call(obj, key);
-  };
-
-  // Utility Functions
-  // -----------------
-
-  // Run Underscore.js in *noConflict* mode, returning the `_` variable to its
-  // previous owner. Returns a reference to the Underscore object.
-  _.noConflict = function() {
-    root._ = previousUnderscore;
-    return this;
-  };
-
-  // Keep the identity function around for default iteratees.
-  _.identity = function(value) {
-    return value;
-  };
-
-  // Predicate-generating functions. Often useful outside of Underscore.
-  _.constant = function(value) {
-    return function() {
-      return value;
-    };
-  };
-
-  _.noop = function(){};
-
-  _.property = property;
-
-  // Generates a function for a given object that returns a given property.
-  _.propertyOf = function(obj) {
-    return obj == null ? function(){} : function(key) {
-      return obj[key];
-    };
-  };
-
-  // Returns a predicate for checking whether an object has a given set of
-  // `key:value` pairs.
-  _.matcher = _.matches = function(attrs) {
-    attrs = _.extendOwn({}, attrs);
-    return function(obj) {
-      return _.isMatch(obj, attrs);
-    };
-  };
-
-  // Run a function **n** times.
-  _.times = function(n, iteratee, context) {
-    var accum = Array(Math.max(0, n));
-    iteratee = optimizeCb(iteratee, context, 1);
-    for (var i = 0; i < n; i++) accum[i] = iteratee(i);
-    return accum;
-  };
-
-  // Return a random integer between min and max (inclusive).
-  _.random = function(min, max) {
-    if (max == null) {
-      max = min;
-      min = 0;
-    }
-    return min + Math.floor(Math.random() * (max - min + 1));
-  };
-
-  // A (possibly faster) way to get the current timestamp as an integer.
-  _.now = Date.now || function() {
-    return new Date().getTime();
-  };
-
-   // List of HTML entities for escaping.
-  var escapeMap = {
-    '&': '&amp;',
-    '<': '&lt;',
-    '>': '&gt;',
-    '"': '&quot;',
-    "'": '&#x27;',
-    '`': '&#x60;'
-  };
-  var unescapeMap = _.invert(escapeMap);
-
-  // Functions for escaping and unescaping strings to/from HTML interpolation.
-  var createEscaper = function(map) {
-    var escaper = function(match) {
-      return map[match];
-    };
-    // Regexes for identifying a key that needs to be escaped
-    var source = '(?:' + _.keys(map).join('|') + ')';
-    var testRegexp = RegExp(source);
-    var replaceRegexp = RegExp(source, 'g');
-    return function(string) {
-      string = string == null ? '' : '' + string;
-      return testRegexp.test(string) ? string.replace(replaceRegexp, escaper) : string;
-    };
-  };
-  _.escape = createEscaper(escapeMap);
-  _.unescape = createEscaper(unescapeMap);
-
-  // If the value of the named `property` is a function then invoke it with the
-  // `object` as context; otherwise, return it.
-  _.result = function(object, property, fallback) {
-    var value = object == null ? void 0 : object[property];
-    if (value === void 0) {
-      value = fallback;
-    }
-    return _.isFunction(value) ? value.call(object) : value;
-  };
-
-  // Generate a unique integer id (unique within the entire client session).
-  // Useful for temporary DOM ids.
-  var idCounter = 0;
-  _.uniqueId = function(prefix) {
-    var id = ++idCounter + '';
-    return prefix ? prefix + id : id;
-  };
-
-  // By default, Underscore uses ERB-style template delimiters, change the
-  // following template settings to use alternative delimiters.
-  _.templateSettings = {
-    evaluate    : /<%([\s\S]+?)%>/g,
-    interpolate : /<%=([\s\S]+?)%>/g,
-    escape      : /<%-([\s\S]+?)%>/g
-  };
-
-  // When customizing `templateSettings`, if you don't want to define an
-  // interpolation, evaluation or escaping regex, we need one that is
-  // guaranteed not to match.
-  var noMatch = /(.)^/;
-
-  // Certain characters need to be escaped so that they can be put into a
-  // string literal.
-  var escapes = {
-    "'":      "'",
-    '\\':     '\\',
-    '\r':     'r',
-    '\n':     'n',
-    '\u2028': 'u2028',
-    '\u2029': 'u2029'
-  };
-
-  var escaper = /\\|'|\r|\n|\u2028|\u2029/g;
-
-  var escapeChar = function(match) {
-    return '\\' + escapes[match];
-  };
-
-  // JavaScript micro-templating, similar to John Resig's implementation.
-  // Underscore templating handles arbitrary delimiters, preserves whitespace,
-  // and correctly escapes quotes within interpolated code.
-  // NB: `oldSettings` only exists for backwards compatibility.
-  _.template = function(text, settings, oldSettings) {
-    if (!settings && oldSettings) settings = oldSettings;
-    settings = _.defaults({}, settings, _.templateSettings);
-
-    // Combine delimiters into one regular expression via alternation.
-    var matcher = RegExp([
-      (settings.escape || noMatch).source,
-      (settings.interpolate || noMatch).source,
-      (settings.evaluate || noMatch).source
-    ].join('|') + '|$', 'g');
-
-    // Compile the template source, escaping string literals appropriately.
-    var index = 0;
-    var source = "__p+='";
-    text.replace(matcher, function(match, escape, interpolate, evaluate, offset) {
-      source += text.slice(index, offset).replace(escaper, escapeChar);
-      index = offset + match.length;
-
-      if (escape) {
-        source += "'+\n((__t=(" + escape + "))==null?'':_.escape(__t))+\n'";
-      } else if (interpolate) {
-        source += "'+\n((__t=(" + interpolate + "))==null?'':__t)+\n'";
-      } else if (evaluate) {
-        source += "';\n" + evaluate + "\n__p+='";
-      }
-
-      // Adobe VMs need the match returned to produce the correct offest.
-      return match;
-    });
-    source += "';\n";
-
-    // If a variable is not specified, place data values in local scope.
-    if (!settings.variable) source = 'with(obj||{}){\n' + source + '}\n';
-
-    source = "var __t,__p='',__j=Array.prototype.join," +
-      "print=function(){__p+=__j.call(arguments,'');};\n" +
-      source + 'return __p;\n';
-
-    try {
-      var render = new Function(settings.variable || 'obj', '_', source);
-    } catch (e) {
-      e.source = source;
-      throw e;
-    }
-
-    var template = function(data) {
-      return render.call(this, data, _);
-    };
-
-    // Provide the compiled source as a convenience for precompilation.
-    var argument = settings.variable || 'obj';
-    template.source = 'function(' + argument + '){\n' + source + '}';
-
-    return template;
-  };
-
-  // Add a "chain" function. Start chaining a wrapped Underscore object.
-  _.chain = function(obj) {
-    var instance = _(obj);
-    instance._chain = true;
-    return instance;
-  };
-
-  // OOP
-  // ---------------
-  // If Underscore is called as a function, it returns a wrapped object that
-  // can be used OO-style. This wrapper holds altered versions of all the
-  // underscore functions. Wrapped objects may be chained.
-
-  // Helper function to continue chaining intermediate results.
-  var result = function(instance, obj) {
-    return instance._chain ? _(obj).chain() : obj;
-  };
-
-  // Add your own custom functions to the Underscore object.
-  _.mixin = function(obj) {
-    _.each(_.functions(obj), function(name) {
-      var func = _[name] = obj[name];
-      _.prototype[name] = function() {
-        var args = [this._wrapped];
-        push.apply(args, arguments);
-        return result(this, func.apply(_, args));
-      };
-    });
-  };
-
-  // Add all of the Underscore functions to the wrapper object.
-  _.mixin(_);
-
-  // Add all mutator Array functions to the wrapper.
-  _.each(['pop', 'push', 'reverse', 'shift', 'sort', 'splice', 'unshift'], function(name) {
-    var method = ArrayProto[name];
-    _.prototype[name] = function() {
-      var obj = this._wrapped;
-      method.apply(obj, arguments);
-      if ((name === 'shift' || name === 'splice') && obj.length === 0) delete obj[0];
-      return result(this, obj);
-    };
-  });
-
-  // Add all accessor Array functions to the wrapper.
-  _.each(['concat', 'join', 'slice'], function(name) {
-    var method = ArrayProto[name];
-    _.prototype[name] = function() {
-      return result(this, method.apply(this._wrapped, arguments));
-    };
-  });
-
-  // Extracts the result from a wrapped and chained object.
-  _.prototype.value = function() {
-    return this._wrapped;
-  };
-
-  // Provide unwrapping proxy for some methods used in engine operations
-  // such as arithmetic and JSON stringification.
-  _.prototype.valueOf = _.prototype.toJSON = _.prototype.value;
-
-  _.prototype.toString = function() {
-    return '' + this._wrapped;
-  };
-
-  // AMD registration happens at the end for compatibility with AMD loaders
-  // that may not enforce next-turn semantics on modules. Even though general
-  // practice for AMD registration is to be anonymous, underscore registers
-  // as a named module because, like jQuery, it is a base library that is
-  // popular enough to be bundled in a third party lib, but not be part of
-  // an AMD load request. Those cases could generate an error when an
-  // anonymous define() is called outside of a loader request.
-  if (typeof define === 'function' && define.amd) {
-    define('underscore', [], function() {
-      return _;
-    });
-  }
-}.call(this));
-
-},{}],26:[function(require,module,exports){
-arguments[4][19][0].apply(exports,arguments)
-},{"dup":19}],27:[function(require,module,exports){
-module.exports = function isBuffer(arg) {
-  return arg && typeof arg === 'object'
-    && typeof arg.copy === 'function'
-    && typeof arg.fill === 'function'
-    && typeof arg.readUInt8 === 'function';
-}
-},{}],28:[function(require,module,exports){
-(function (process,global){
-// Copyright Joyent, Inc. and other Node contributors.
-//
-// Permission is hereby granted, free of charge, to any person obtaining a
-// copy of this software and associated documentation files (the
-// "Software"), to deal in the Software without restriction, including
-// without limitation the rights to use, copy, modify, merge, publish,
-// distribute, sublicense, and/or sell copies of the Software, and to permit
-// persons to whom the Software is furnished to do so, subject to the
-// following conditions:
-//
-// The above copyright notice and this permission notice shall be included
-// in all copies or substantial portions of the Software.
-//
-// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS
-// OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
-// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN
-// NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
-// DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR
-// OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE
-// USE OR OTHER DEALINGS IN THE SOFTWARE.
-
-var formatRegExp = /%[sdj%]/g;
-exports.format = function(f) {
-  if (!isString(f)) {
-    var objects = [];
-    for (var i = 0; i < arguments.length; i++) {
-      objects.push(inspect(arguments[i]));
-    }
-    return objects.join(' ');
-  }
-
-  var i = 1;
-  var args = arguments;
-  var len = args.length;
-  var str = String(f).replace(formatRegExp, function(x) {
-    if (x === '%%') return '%';
-    if (i >= len) return x;
-    switch (x) {
-      case '%s': return String(args[i++]);
-      case '%d': return Number(args[i++]);
-      case '%j':
-        try {
-          return JSON.stringify(args[i++]);
-        } catch (_) {
-          return '[Circular]';
-        }
-      default:
-        return x;
-    }
-  });
-  for (var x = args[i]; i < len; x = args[++i]) {
-    if (isNull(x) || !isObject(x)) {
-      str += ' ' + x;
-    } else {
-      str += ' ' + inspect(x);
-    }
-  }
-  return str;
-};
-
-
-// Mark that a method should not be used.
-// Returns a modified function which warns once by default.
-// If --no-deprecation is set, then it is a no-op.
-exports.deprecate = function(fn, msg) {
-  // Allow for deprecating things in the process of starting up.
-  if (isUndefined(global.process)) {
-    return function() {
-      return exports.deprecate(fn, msg).apply(this, arguments);
-    };
-  }
-
-  if (process.noDeprecation === true) {
-    return fn;
-  }
-
-  var warned = false;
-  function deprecated() {
-    if (!warned) {
-      if (process.throwDeprecation) {
-        throw new Error(msg);
-      } else if (process.traceDeprecation) {
-        console.trace(msg);
-      } else {
-        console.error(msg);
-      }
-      warned = true;
-    }
-    return fn.apply(this, arguments);
-  }
-
-  return deprecated;
-};
-
-
-var debugs = {};
-var debugEnviron;
-exports.debuglog = function(set) {
-  if (isUndefined(debugEnviron))
-    debugEnviron = process.env.NODE_DEBUG || '';
-  set = set.toUpperCase();
-  if (!debugs[set]) {
-    if (new RegExp('\\b' + set + '\\b', 'i').test(debugEnviron)) {
-      var pid = process.pid;
-      debugs[set] = function() {
-        var msg = exports.format.apply(exports, arguments);
-        console.error('%s %d: %s', set, pid, msg);
-      };
-    } else {
-      debugs[set] = function() {};
-    }
-  }
-  return debugs[set];
-};
-
-
-/**
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- * in the best way possible given the different types.
- *
- * @param {Object} obj The object to print out.
- * @param {Object} opts Optional options object that alters the output.
- */
-/* legacy: obj, showHidden, depth, colors*/
-function inspect(obj, opts) {
-  // default options
-  var ctx = {
-    seen: [],
-    stylize: stylizeNoColor
-  };
-  // legacy...
-  if (arguments.length >= 3) ctx.depth = arguments[2];
-  if (arguments.length >= 4) ctx.colors = arguments[3];
-  if (isBoolean(opts)) {
-    // legacy...
-    ctx.showHidden = opts;
-  } else if (opts) {
-    // got an "options" object
-    exports._extend(ctx, opts);
-  }
-  // set default options
-  if (isUndefined(ctx.showHidden)) ctx.showHidden = false;
-  if (isUndefined(ctx.depth)) ctx.depth = 2;
-  if (isUndefined(ctx.colors)) ctx.colors = false;
-  if (isUndefined(ctx.customInspect)) ctx.customInspect = true;
-  if (ctx.colors) ctx.stylize = stylizeWithColor;
-  return formatValue(ctx, obj, ctx.depth);
-}
-exports.inspect = inspect;
-
-
-// http://en.wikipedia.org/wiki/ANSI_escape_code#graphics
-inspect.colors = {
-  'bold' : [1, 22],
-  'italic' : [3, 23],
-  'underline' : [4, 24],
-  'inverse' : [7, 27],
-  'white' : [37, 39],
-  'grey' : [90, 39],
-  'black' : [30, 39],
-  'blue' : [34, 39],
-  'cyan' : [36, 39],
-  'green' : [32, 39],
-  'magenta' : [35, 39],
-  'red' : [31, 39],
-  'yellow' : [33, 39]
-};
-
-// Don't use 'blue' not visible on cmd.exe
-inspect.styles = {
-  'special': 'cyan',
-  'number': 'yellow',
-  'boolean': 'yellow',
-  'undefined': 'grey',
-  'null': 'bold',
-  'string': 'green',
-  'date': 'magenta',
-  // "name": intentionally not styling
-  'regexp': 'red'
-};
-
-
-function stylizeWithColor(str, styleType) {
-  var style = inspect.styles[styleType];
-
-  if (style) {
-    return '\u001b[' + inspect.colors[style][0] + 'm' + str +
-           '\u001b[' + inspect.colors[style][1] + 'm';
-  } else {
-    return str;
-  }
-}
-
-
-function stylizeNoColor(str, styleType) {
-  return str;
-}
-
-
-function arrayToHash(array) {
-  var hash = {};
-
-  array.forEach(function(val, idx) {
-    hash[val] = true;
-  });
-
-  return hash;
-}
-
-
-function formatValue(ctx, value, recurseTimes) {
-  // Provide a hook for user-specified inspect functions.
-  // Check that value is an object with an inspect function on it
-  if (ctx.customInspect &&
-      value &&
-      isFunction(value.inspect) &&
-      // Filter out the util module, it's inspect function is special
-      value.inspect !== exports.inspect &&
-      // Also filter out any prototype objects using the circular check.
-      !(value.constructor && value.constructor.prototype === value)) {
-    var ret = value.inspect(recurseTimes, ctx);
-    if (!isString(ret)) {
-      ret = formatValue(ctx, ret, recurseTimes);
-    }
-    return ret;
-  }
-
-  // Primitive types cannot have properties
-  var primitive = formatPrimitive(ctx, value);
-  if (primitive) {
-    return primitive;
-  }
-
-  // Look up the keys of the object.
-  var keys = Object.keys(value);
-  var visibleKeys = arrayToHash(keys);
-
-  if (ctx.showHidden) {
-    keys = Object.getOwnPropertyNames(value);
-  }
-
-  // IE doesn't make error fields non-enumerable
-  // http://msdn.microsoft.com/en-us/library/ie/dww52sbt(v=vs.94).aspx
-  if (isError(value)
-      && (keys.indexOf('message') >= 0 || keys.indexOf('description') >= 0)) {
-    return formatError(value);
-  }
-
-  // Some type of object without properties can be shortcutted.
-  if (keys.length === 0) {
-    if (isFunction(value)) {
-      var name = value.name ? ': ' + value.name : '';
-      return ctx.stylize('[Function' + name + ']', 'special');
-    }
-    if (isRegExp(value)) {
-      return ctx.stylize(RegExp.prototype.toString.call(value), 'regexp');
-    }
-    if (isDate(value)) {
-      return ctx.stylize(Date.prototype.toString.call(value), 'date');
-    }
-    if (isError(value)) {
-      return formatError(value);
-    }
-  }
-
-  var base = '', array = false, braces = ['{', '}'];
-
-  // Make Array say that they are Array
-  if (isArray(value)) {
-    array = true;
-    braces = ['[', ']'];
-  }
-
-  // Make functions say that they are functions
-  if (isFunction(value)) {
-    var n = value.name ? ': ' + value.name : '';
-    base = ' [Function' + n + ']';
-  }
-
-  // Make RegExps say that they are RegExps
-  if (isRegExp(value)) {
-    base = ' ' + RegExp.prototype.toString.call(value);
-  }
-
-  // Make dates with properties first say the date
-  if (isDate(value)) {
-    base = ' ' + Date.prototype.toUTCString.call(value);
-  }
-
-  // Make error with message first say the error
-  if (isError(value)) {
-    base = ' ' + formatError(value);
-  }
-
-  if (keys.length === 0 && (!array || value.length == 0)) {
-    return braces[0] + base + braces[1];
-  }
-
-  if (recurseTimes < 0) {
-    if (isRegExp(value)) {
-      return ctx.stylize(RegExp.prototype.toString.call(value), 'regexp');
-    } else {
-      return ctx.stylize('[Object]', 'special');
-    }
-  }
-
-  ctx.seen.push(value);
-
-  var output;
-  if (array) {
-    output = formatArray(ctx, value, recurseTimes, visibleKeys, keys);
-  } else {
-    output = keys.map(function(key) {
-      return formatProperty(ctx, value, recurseTimes, visibleKeys, key, array);
-    });
-  }
-
-  ctx.seen.pop();
-
-  return reduceToSingleString(output, base, braces);
-}
-
-
-function formatPrimitive(ctx, value) {
-  if (isUndefined(value))
-    return ctx.stylize('undefined', 'undefined');
-  if (isString(value)) {
-    var simple = '\'' + JSON.stringify(value).replace(/^"|"$/g, '')
-                                             .replace(/'/g, "\\'")
-                                             .replace(/\\"/g, '"') + '\'';
-    return ctx.stylize(simple, 'string');
-  }
-  if (isNumber(value))
-    return ctx.stylize('' + value, 'number');
-  if (isBoolean(value))
-    return ctx.stylize('' + value, 'boolean');
-  // For some reason typeof null is "object", so special case here.
-  if (isNull(value))
-    return ctx.stylize('null', 'null');
-}
-
-
-function formatError(value) {
-  return '[' + Error.prototype.toString.call(value) + ']';
-}
-
-
-function formatArray(ctx, value, recurseTimes, visibleKeys, keys) {
-  var output = [];
-  for (var i = 0, l = value.length; i < l; ++i) {
-    if (hasOwnProperty(value, String(i))) {
-      output.push(formatProperty(ctx, value, recurseTimes, visibleKeys,
-          String(i), true));
-    } else {
-      output.push('');
-    }
-  }
-  keys.forEach(function(key) {
-    if (!key.match(/^\d+$/)) {
-      output.push(formatProperty(ctx, value, recurseTimes, visibleKeys,
-          key, true));
-    }
-  });
-  return output;
-}
-
-
-function formatProperty(ctx, value, recurseTimes, visibleKeys, key, array) {
-  var name, str, desc;
-  desc = Object.getOwnPropertyDescriptor(value, key) || { value: value[key] };
-  if (desc.get) {
-    if (desc.set) {
-      str = ctx.stylize('[Getter/Setter]', 'special');
-    } else {
-      str = ctx.stylize('[Getter]', 'special');
-    }
-  } else {
-    if (desc.set) {
-      str = ctx.stylize('[Setter]', 'special');
-    }
-  }
-  if (!hasOwnProperty(visibleKeys, key)) {
-    name = '[' + key + ']';
-  }
-  if (!str) {
-    if (ctx.seen.indexOf(desc.value) < 0) {
-      if (isNull(recurseTimes)) {
-        str = formatValue(ctx, desc.value, null);
-      } else {
-        str = formatValue(ctx, desc.value, recurseTimes - 1);
-      }
-      if (str.indexOf('\n') > -1) {
-        if (array) {
-          str = str.split('\n').map(function(line) {
-            return '  ' + line;
-          }).join('\n').substr(2);
-        } else {
-          str = '\n' + str.split('\n').map(function(line) {
-            return '   ' + line;
-          }).join('\n');
-        }
-      }
-    } else {
-      str = ctx.stylize('[Circular]', 'special');
-    }
-  }
-  if (isUndefined(name)) {
-    if (array && key.match(/^\d+$/)) {
-      return str;
-    }
-    name = JSON.stringify('' + key);
-    if (name.match(/^"([a-zA-Z_][a-zA-Z_0-9]*)"$/)) {
-      name = name.substr(1, name.length - 2);
-      name = ctx.stylize(name, 'name');
-    } else {
-      name = name.replace(/'/g, "\\'")
-                 .replace(/\\"/g, '"')
-                 .replace(/(^"|"$)/g, "'");
-      name = ctx.stylize(name, 'string');
-    }
-  }
-
-  return name + ': ' + str;
-}
-
-
-function reduceToSingleString(output, base, braces) {
-  var numLinesEst = 0;
-  var length = output.reduce(function(prev, cur) {
-    numLinesEst++;
-    if (cur.indexOf('\n') >= 0) numLinesEst++;
-    return prev + cur.replace(/\u001b\[\d\d?m/g, '').length + 1;
-  }, 0);
-
-  if (length > 60) {
-    return braces[0] +
-           (base === '' ? '' : base + '\n ') +
-           ' ' +
-           output.join(',\n  ') +
-           ' ' +
-           braces[1];
-  }
-
-  return braces[0] + base + ' ' + output.join(', ') + ' ' + braces[1];
-}
-
-
-// NOTE: These type checking functions intentionally don't use `instanceof`
-// because it is fragile and can be easily faked with `Object.create()`.
-function isArray(ar) {
-  return Array.isArray(ar);
-}
-exports.isArray = isArray;
-
-function isBoolean(arg) {
-  return typeof arg === 'boolean';
-}
-exports.isBoolean = isBoolean;
-
-function isNull(arg) {
-  return arg === null;
-}
-exports.isNull = isNull;
-
-function isNullOrUndefined(arg) {
-  return arg == null;
-}
-exports.isNullOrUndefined = isNullOrUndefined;
-
-function isNumber(arg) {
-  return typeof arg === 'number';
-}
-exports.isNumber = isNumber;
-
-function isString(arg) {
-  return typeof arg === 'string';
-}
-exports.isString = isString;
-
-function isSymbol(arg) {
-  return typeof arg === 'symbol';
-}
-exports.isSymbol = isSymbol;
-
-function isUndefined(arg) {
-  return arg === void 0;
-}
-exports.isUndefined = isUndefined;
-
-function isRegExp(re) {
-  return isObject(re) && objectToString(re) === '[object RegExp]';
-}
-exports.isRegExp = isRegExp;
-
-function isObject(arg) {
-  return typeof arg === 'object' && arg !== null;
-}
-exports.isObject = isObject;
-
-function isDate(d) {
-  return isObject(d) && objectToString(d) === '[object Date]';
-}
-exports.isDate = isDate;
-
-function isError(e) {
-  return isObject(e) &&
-      (objectToString(e) === '[object Error]' || e instanceof Error);
-}
-exports.isError = isError;
-
-function isFunction(arg) {
-  return typeof arg === 'function';
-}
-exports.isFunction = isFunction;
-
-function isPrimitive(arg) {
-  return arg === null ||
-         typeof arg === 'boolean' ||
-         typeof arg === 'number' ||
-         typeof arg === 'string' ||
-         typeof arg === 'symbol' ||  // ES6 symbol
-         typeof arg === 'undefined';
-}
-exports.isPrimitive = isPrimitive;
-
-exports.isBuffer = require('./support/isBuffer');
-
-function objectToString(o) {
-  return Object.prototype.toString.call(o);
-}
-
-
-function pad(n) {
-  return n < 10 ? '0' + n.toString(10) : n.toString(10);
-}
-
-
-var months = ['Jan', 'Feb', 'Mar', 'Apr', 'May', 'Jun', 'Jul', 'Aug', 'Sep',
-              'Oct', 'Nov', 'Dec'];
-
-// 26 Feb 16:19:34
-function timestamp() {
-  var d = new Date();
-  var time = [pad(d.getHours()),
-              pad(d.getMinutes()),
-              pad(d.getSeconds())].join(':');
-  return [d.getDate(), months[d.getMonth()], time].join(' ');
-}
-
-
-// log is just a thin wrapper to console.log that prepends a timestamp
-exports.log = function() {
-  console.log('%s - %s', timestamp(), exports.format.apply(exports, arguments));
-};
-
-
-/**
- * Inherit the prototype methods from one constructor into another.
- *
- * The Function.prototype.inherits from lang.js rewritten as a standalone
- * function (not on Function.prototype). NOTE: If this file is to be loaded
- * during bootstrapping this function needs to be rewritten using some native
- * functions as prototype setup using normal JavaScript does not work as
- * expected during bootstrapping (see mirror.js in r114903).
- *
- * @param {function} ctor Constructor function which needs to inherit the
- *     prototype.
- * @param {function} superCtor Constructor function to inherit prototype from.
- */
-exports.inherits = require('inherits');
-
-exports._extend = function(origin, add) {
-  // Don't do anything if add isn't an object
-  if (!add || !isObject(add)) return origin;
-
-  var keys = Object.keys(add);
-  var i = keys.length;
-  while (i--) {
-    origin[keys[i]] = add[keys[i]];
-  }
-  return origin;
-};
-
-function hasOwnProperty(obj, prop) {
-  return Object.prototype.hasOwnProperty.call(obj, prop);
-}
-
-}).call(this,require('_process'),typeof global !== "undefined" ? global : typeof self !== "undefined" ? self : typeof window !== "undefined" ? window : {})
-},{"./support/isBuffer":27,"_process":24,"inherits":26}],29:[function(require,module,exports){
-// Returns a wrapper function that returns a wrapped callback
-// The wrapper function should do some stuff, and return a
-// presumably different callback function.
-// This makes sure that own properties are retained, so that
-// decorations and such are not lost along the way.
-module.exports = wrappy
-function wrappy (fn, cb) {
-  if (fn && cb) return wrappy(fn)(cb)
-
-  if (typeof fn !== 'function')
-    throw new TypeError('need wrapper function')
-
-  Object.keys(fn).forEach(function (k) {
-    wrapper[k] = fn[k]
-  })
-
-  return wrapper
-
-  function wrapper() {
-    var args = new Array(arguments.length)
-    for (var i = 0; i < args.length; i++) {
-      args[i] = arguments[i]
-    }
-    var ret = fn.apply(this, args)
-    var cb = args[args.length-1]
-    if (typeof ret === 'function' && ret !== cb) {
-      Object.keys(cb).forEach(function (k) {
-        ret[k] = cb[k]
-      })
-    }
-    return ret
-  }
-}
-
-},{}]},{},[7])(7)
-});
\ No newline at end of file
diff --git a/pr-preview/pr-496/assets/javascripts/workers/search.c7c1ca2c.min.js b/pr-preview/pr-496/assets/javascripts/workers/search.c7c1ca2c.min.js
deleted file mode 100644
index 2d6f767082..0000000000
--- a/pr-preview/pr-496/assets/javascripts/workers/search.c7c1ca2c.min.js
+++ /dev/null
@@ -1,2 +0,0 @@
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r.replace(/^\W+/,"").replace(/\W+$/,"")})},t.Pipeline.registerFunction(t.trimmer,"trimmer");t.TokenSet=function(){this.final=!1,this.edges={},this.id=t.TokenSet._nextId,t.TokenSet._nextId+=1},t.TokenSet._nextId=1,t.TokenSet.fromArray=function(e){for(var r=new t.TokenSet.Builder,n=0,i=e.length;n<i;n++)r.insert(e[n]);return r.finish(),r.root},t.TokenSet.fromClause=function(e){return"editDistance"in e?t.TokenSet.fromFuzzyString(e.term,e.editDistance):t.TokenSet.fromString(e.term)},t.TokenSet.fromFuzzyString=function(e,r){for(var n=new t.TokenSet,i=[{node:n,editsRemaining:r,str:e}];i.length;){var s=i.pop();if(s.str.length>0){var o=s.str.charAt(0),a;o in s.node.edges?a=s.node.edges[o]:(a=new t.TokenSet,s.node.edges[o]=a),s.str.length==1&&(a.final=!0),i.push({node:a,editsRemaining:s.editsRemaining,str:s.str.slice(1)})}if(s.editsRemaining!=0){if("*"in s.node.edges)var u=s.node.edges["*"];else{var u=new 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e=[],r=[{prefix:"",node:this}];r.length;){var n=r.pop(),i=Object.keys(n.node.edges),s=i.length;n.node.final&&(n.prefix.charAt(0),e.push(n.prefix));for(var o=0;o<s;o++){var a=i[o];r.push({prefix:n.prefix.concat(a),node:n.node.edges[a]})}}return e},t.TokenSet.prototype.toString=function(){if(this._str)return this._str;for(var e=this.final?"1":"0",r=Object.keys(this.edges).sort(),n=r.length,i=0;i<n;i++){var s=r[i],o=this.edges[s];e=e+s+o.id}return e},t.TokenSet.prototype.intersect=function(e){for(var r=new t.TokenSet,n=void 0,i=[{qNode:e,output:r,node:this}];i.length;){n=i.pop();for(var s=Object.keys(n.qNode.edges),o=s.length,a=Object.keys(n.node.edges),u=a.length,c=0;c<o;c++)for(var f=s[c],g=0;g<u;g++){var l=a[g];if(l==f||f=="*"){var m=n.node.edges[l],x=n.qNode.edges[f],v=m.final&&x.final,d=void 0;l in n.output.edges?(d=n.output.edges[l],d.final=d.final||v):(d=new t.TokenSet,d.final=v,n.output.edges[l]=d),i.push({qNode:x,output:d,node:m})}}}return r},t.TokenSet.Builder=function(){this.previousWord="",this.root=new t.TokenSet,this.uncheckedNodes=[],this.minimizedNodes={}},t.TokenSet.Builder.prototype.insert=function(e){var r,n=0;if(e<this.previousWord)throw new Error("Out of order word insertion");for(var i=0;i<e.length&&i<this.previousWord.length&&e[i]==this.previousWord[i];i++)n++;this.minimize(n),this.uncheckedNodes.length==0?r=this.root:r=this.uncheckedNodes[this.uncheckedNodes.length-1].child;for(var i=n;i<e.length;i++){var s=new t.TokenSet,o=e[i];r.edges[o]=s,this.uncheckedNodes.push({parent:r,char:o,child:s}),r=s}r.final=!0,this.previousWord=e},t.TokenSet.Builder.prototype.finish=function(){this.minimize(0)},t.TokenSet.Builder.prototype.minimize=function(e){for(var r=this.uncheckedNodes.length-1;r>=e;r--){var n=this.uncheckedNodes[r],i=n.child.toString();i in this.minimizedNodes?n.parent.edges[n.char]=this.minimizedNodes[i]:(n.child._str=i,this.minimizedNodes[i]=n.child),this.uncheckedNodes.pop()}};t.Index=function(e){this.invertedIndex=e.invertedIndex,this.fieldVectors=e.fieldVectors,this.tokenSet=e.tokenSet,this.fields=e.fields,this.pipeline=e.pipeline},t.Index.prototype.search=function(e){return this.query(function(r){var n=new t.QueryParser(e,r);n.parse()})},t.Index.prototype.query=function(e){for(var r=new t.Query(this.fields),n=Object.create(null),i=Object.create(null),s=Object.create(null),o=Object.create(null),a=Object.create(null),u=0;u<this.fields.length;u++)i[this.fields[u]]=new t.Vector;e.call(r,r);for(var u=0;u<r.clauses.length;u++){var c=r.clauses[u],f=null,g=t.Set.empty;c.usePipeline?f=this.pipeline.runString(c.term,{fields:c.fields}):f=[c.term];for(var l=0;l<f.length;l++){var m=f[l];c.term=m;var x=t.TokenSet.fromClause(c),v=this.tokenSet.intersect(x).toArray();if(v.length===0&&c.presence===t.Query.presence.REQUIRED){for(var d=0;d<c.fields.length;d++){var y=c.fields[d];o[y]=t.Set.empty}break}for(var b=0;b<v.length;b++)for(var E=v[b],w=this.invertedIndex[E],R=w._index,d=0;d<c.fields.length;d++){var y=c.fields[d],j=w[y],C=Object.keys(j),D=E+"/"+y,N=new t.Set(C);if(c.presence==t.Query.presence.REQUIRED&&(g=g.union(N),o[y]===void 0&&(o[y]=t.Set.complete)),c.presence==t.Query.presence.PROHIBITED){a[y]===void 0&&(a[y]=t.Set.empty),a[y]=a[y].union(N);continue}if(i[y].upsert(R,c.boost,function(ye,me){return ye+me}),!s[D]){for(var M=0;M<C.length;M++){var V=C[M],P=new t.FieldRef(V,y),z=j[V],$;($=n[P])===void 0?n[P]=new t.MatchData(E,y,z):$.add(E,y,z)}s[D]=!0}}}if(c.presence===t.Query.presence.REQUIRED)for(var d=0;d<c.fields.length;d++){var y=c.fields[d];o[y]=o[y].intersect(g)}}for(var A=t.Set.complete,I=t.Set.empty,u=0;u<this.fields.length;u++){var y=this.fields[u];o[y]&&(A=A.intersect(o[y])),a[y]&&(I=I.union(a[y]))}var h=Object.keys(n),S=[],k=Object.create(null);if(r.isNegated()){h=Object.keys(this.fieldVectors);for(var u=0;u<h.length;u++){var P=h[u],L=t.FieldRef.fromString(P);n[P]=new t.MatchData}}for(var u=0;u<h.length;u++){var L=t.FieldRef.fromString(h[u]),p=L.docRef;if(A.contains(p)&&!I.contains(p)){var T=this.fieldVectors[L],O=i[L.fieldName].similarity(T),F;if((F=k[p])!==void 0)F.score+=O,F.matchData.combine(n[L]);else{var Q={ref:p,score:O,matchData:n[L]};k[p]=Q,S.push(Q)}}}return S.sort(function(pe,ge){return ge.score-pe.score})},t.Index.prototype.toJSON=function(){var e=Object.keys(this.invertedIndex).sort().map(function(n){return[n,this.invertedIndex[n]]},this),r=Object.keys(this.fieldVectors).map(function(n){return[n,this.fieldVectors[n].toJSON()]},this);return{version:t.version,fields:this.fields,fieldVectors:r,invertedIndex:e,pipeline:this.pipeline.toJSON()}},t.Index.load=function(e){var r={},n={},i=e.fieldVectors,s=Object.create(null),o=e.invertedIndex,a=new t.TokenSet.Builder,u=t.Pipeline.load(e.pipeline);e.version!=t.version&&t.utils.warn("Version mismatch when loading serialised index. Current version of lunr '"+t.version+"' does not match serialized index '"+e.version+"'");for(var c=0;c<i.length;c++){var f=i[c],g=f[0],l=f[1];n[g]=new t.Vector(l)}for(var c=0;c<o.length;c++){var f=o[c],m=f[0],x=f[1];a.insert(m),s[m]=x}return a.finish(),r.fields=e.fields,r.fieldVectors=n,r.invertedIndex=s,r.tokenSet=a.root,r.pipeline=u,new t.Index(r)};t.Builder=function(){this._ref="id",this._fields=Object.create(null),this._documents=Object.create(null),this.invertedIndex=Object.create(null),this.fieldTermFrequencies={},this.fieldLengths={},this.tokenizer=t.tokenizer,this.pipeline=new t.Pipeline,this.searchPipeline=new t.Pipeline,this.documentCount=0,this._b=.75,this._k1=1.2,this.termIndex=0,this.metadataWhitelist=[]},t.Builder.prototype.ref=function(e){this._ref=e},t.Builder.prototype.field=function(e,r){if(/\//.test(e))throw new RangeError("Field '"+e+"' contains illegal character '/'");this._fields[e]=r||{}},t.Builder.prototype.b=function(e){e<0?this._b=0:e>1?this._b=1:this._b=e},t.Builder.prototype.k1=function(e){this._k1=e},t.Builder.prototype.add=function(e,r){var n=e[this._ref],i=Object.keys(this._fields);this._documents[n]=r||{},this.documentCount+=1;for(var s=0;s<i.length;s++){var o=i[s],a=this._fields[o].extractor,u=a?a(e):e[o],c=this.tokenizer(u,{fields:[o]}),f=this.pipeline.run(c),g=new t.FieldRef(n,o),l=Object.create(null);this.fieldTermFrequencies[g]=l,this.fieldLengths[g]=0,this.fieldLengths[g]+=f.length;for(var m=0;m<f.length;m++){var x=f[m];if(l[x]==null&&(l[x]=0),l[x]+=1,this.invertedIndex[x]==null){var v=Object.create(null);v._index=this.termIndex,this.termIndex+=1;for(var d=0;d<i.length;d++)v[i[d]]=Object.create(null);this.invertedIndex[x]=v}this.invertedIndex[x][o][n]==null&&(this.invertedIndex[x][o][n]=Object.create(null));for(var y=0;y<this.metadataWhitelist.length;y++){var b=this.metadataWhitelist[y],E=x.metadata[b];this.invertedIndex[x][o][n][b]==null&&(this.invertedIndex[x][o][n][b]=[]),this.invertedIndex[x][o][n][b].push(E)}}}},t.Builder.prototype.calculateAverageFieldLengths=function(){for(var e=Object.keys(this.fieldLengths),r=e.length,n={},i={},s=0;s<r;s++){var o=t.FieldRef.fromString(e[s]),a=o.fieldName;i[a]||(i[a]=0),i[a]+=1,n[a]||(n[a]=0),n[a]+=this.fieldLengths[o]}for(var u=Object.keys(this._fields),s=0;s<u.length;s++){var c=u[s];n[c]=n[c]/i[c]}this.averageFieldLength=n},t.Builder.prototype.createFieldVectors=function(){for(var e={},r=Object.keys(this.fieldTermFrequencies),n=r.length,i=Object.create(null),s=0;s<n;s++){for(var o=t.FieldRef.fromString(r[s]),a=o.fieldName,u=this.fieldLengths[o],c=new t.Vector,f=this.fieldTermFrequencies[o],g=Object.keys(f),l=g.length,m=this._fields[a].boost||1,x=this._documents[o.docRef].boost||1,v=0;v<l;v++){var d=g[v],y=f[d],b=this.invertedIndex[d]._index,E,w,R;i[d]===void 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0&&(this.metadata[e]=Object.create(null),this.metadata[e][r]=i)},t.MatchData.prototype.combine=function(e){for(var r=Object.keys(e.metadata),n=0;n<r.length;n++){var i=r[n],s=Object.keys(e.metadata[i]);this.metadata[i]==null&&(this.metadata[i]=Object.create(null));for(var o=0;o<s.length;o++){var a=s[o],u=Object.keys(e.metadata[i][a]);this.metadata[i][a]==null&&(this.metadata[i][a]=Object.create(null));for(var c=0;c<u.length;c++){var f=u[c];this.metadata[i][a][f]==null?this.metadata[i][a][f]=e.metadata[i][a][f]:this.metadata[i][a][f]=this.metadata[i][a][f].concat(e.metadata[i][a][f])}}}},t.MatchData.prototype.add=function(e,r,n){if(!(e in this.metadata)){this.metadata[e]=Object.create(null),this.metadata[e][r]=n;return}if(!(r in this.metadata[e])){this.metadata[e][r]=n;return}for(var i=Object.keys(n),s=0;s<i.length;s++){var o=i[s];o in this.metadata[e][r]?this.metadata[e][r][o]=this.metadata[e][r][o].concat(n[o]):this.metadata[e][r][o]=n[o]}},t.Query=function(e){this.clauses=[],this.allFields=e},t.Query.wildcard=new String("*"),t.Query.wildcard.NONE=0,t.Query.wildcard.LEADING=1,t.Query.wildcard.TRAILING=2,t.Query.presence={OPTIONAL:1,REQUIRED:2,PROHIBITED:3},t.Query.prototype.clause=function(e){return"fields"in e||(e.fields=this.allFields),"boost"in e||(e.boost=1),"usePipeline"in e||(e.usePipeline=!0),"wildcard"in e||(e.wildcard=t.Query.wildcard.NONE),e.wildcard&t.Query.wildcard.LEADING&&e.term.charAt(0)!=t.Query.wildcard&&(e.term="*"+e.term),e.wildcard&t.Query.wildcard.TRAILING&&e.term.slice(-1)!=t.Query.wildcard&&(e.term=""+e.term+"*"),"presence"in e||(e.presence=t.Query.presence.OPTIONAL),this.clauses.push(e),this},t.Query.prototype.isNegated=function(){for(var e=0;e<this.clauses.length;e++)if(this.clauses[e].presence!=t.Query.presence.PROHIBITED)return!1;return!0},t.Query.prototype.term=function(e,r){if(Array.isArray(e))return e.forEach(function(i){this.term(i,t.utils.clone(r))},this),this;var n=r||{};return n.term=e.toString(),this.clause(n),this},t.QueryParseError=function(e,r,n){this.name="QueryParseError",this.message=e,this.start=r,this.end=n},t.QueryParseError.prototype=new Error,t.QueryLexer=function(e){this.lexemes=[],this.str=e,this.length=e.length,this.pos=0,this.start=0,this.escapeCharPositions=[]},t.QueryLexer.prototype.run=function(){for(var e=t.QueryLexer.lexText;e;)e=e(this)},t.QueryLexer.prototype.sliceString=function(){for(var e=[],r=this.start,n=this.pos,i=0;i<this.escapeCharPositions.length;i++)n=this.escapeCharPositions[i],e.push(this.str.slice(r,n)),r=n+1;return e.push(this.str.slice(r,this.pos)),this.escapeCharPositions.length=0,e.join("")},t.QueryLexer.prototype.emit=function(e){this.lexemes.push({type:e,str:this.sliceString(),start:this.start,end:this.pos}),this.start=this.pos},t.QueryLexer.prototype.escapeCharacter=function(){this.escapeCharPositions.push(this.pos-1),this.pos+=1},t.QueryLexer.prototype.next=function(){if(this.pos>=this.length)return t.QueryLexer.EOS;var e=this.str.charAt(this.pos);return this.pos+=1,e},t.QueryLexer.prototype.width=function(){return this.pos-this.start},t.QueryLexer.prototype.ignore=function(){this.start==this.pos&&(this.pos+=1),this.start=this.pos},t.QueryLexer.prototype.backup=function(){this.pos-=1},t.QueryLexer.prototype.acceptDigitRun=function(){var e,r;do e=this.next(),r=e.charCodeAt(0);while(r>47&&r<58);e!=t.QueryLexer.EOS&&this.backup()},t.QueryLexer.prototype.more=function(){return this.pos<this.length},t.QueryLexer.EOS="EOS",t.QueryLexer.FIELD="FIELD",t.QueryLexer.TERM="TERM",t.QueryLexer.EDIT_DISTANCE="EDIT_DISTANCE",t.QueryLexer.BOOST="BOOST",t.QueryLexer.PRESENCE="PRESENCE",t.QueryLexer.lexField=function(e){return e.backup(),e.emit(t.QueryLexer.FIELD),e.ignore(),t.QueryLexer.lexText},t.QueryLexer.lexTerm=function(e){if(e.width()>1&&(e.backup(),e.emit(t.QueryLexer.TERM)),e.ignore(),e.more())return t.QueryLexer.lexText},t.QueryLexer.lexEditDistance=function(e){return e.ignore(),e.acceptDigitRun(),e.emit(t.QueryLexer.EDIT_DISTANCE),t.QueryLexer.lexText},t.QueryLexer.lexBoost=function(e){return e.ignore(),e.acceptDigitRun(),e.emit(t.QueryLexer.BOOST),t.QueryLexer.lexText},t.QueryLexer.lexEOS=function(e){e.width()>0&&e.emit(t.QueryLexer.TERM)},t.QueryLexer.termSeparator=t.tokenizer.separator,t.QueryLexer.lexText=function(e){for(;;){var r=e.next();if(r==t.QueryLexer.EOS)return t.QueryLexer.lexEOS;if(r.charCodeAt(0)==92){e.escapeCharacter();continue}if(r==":")return t.QueryLexer.lexField;if(r=="~")return e.backup(),e.width()>0&&e.emit(t.QueryLexer.TERM),t.QueryLexer.lexEditDistance;if(r=="^")return e.backup(),e.width()>0&&e.emit(t.QueryLexer.TERM),t.QueryLexer.lexBoost;if(r=="+"&&e.width()===1||r=="-"&&e.width()===1)return e.emit(t.QueryLexer.PRESENCE),t.QueryLexer.lexText;if(r.match(t.QueryLexer.termSeparator))return t.QueryLexer.lexTerm}},t.QueryParser=function(e,r){this.lexer=new t.QueryLexer(e),this.query=r,this.currentClause={},this.lexemeIdx=0},t.QueryParser.prototype.parse=function(){this.lexer.run(),this.lexemes=this.lexer.lexemes;for(var e=t.QueryParser.parseClause;e;)e=e(this);return this.query},t.QueryParser.prototype.peekLexeme=function(){return this.lexemes[this.lexemeIdx]},t.QueryParser.prototype.consumeLexeme=function(){var e=this.peekLexeme();return this.lexemeIdx+=1,e},t.QueryParser.prototype.nextClause=function(){var e=this.currentClause;this.query.clause(e),this.currentClause={}},t.QueryParser.parseClause=function(e){var r=e.peekLexeme();if(r!=null)switch(r.type){case t.QueryLexer.PRESENCE:return t.QueryParser.parsePresence;case t.QueryLexer.FIELD:return t.QueryParser.parseField;case t.QueryLexer.TERM:return t.QueryParser.parseTerm;default:var n="expected either a field or a term, found "+r.type;throw r.str.length>=1&&(n+=" with value '"+r.str+"'"),new t.QueryParseError(n,r.start,r.end)}},t.QueryParser.parsePresence=function(e){var r=e.consumeLexeme();if(r!=null){switch(r.str){case"-":e.currentClause.presence=t.Query.presence.PROHIBITED;break;case"+":e.currentClause.presence=t.Query.presence.REQUIRED;break;default:var n="unrecognised presence operator'"+r.str+"'";throw new t.QueryParseError(n,r.start,r.end)}var i=e.peekLexeme();if(i==null){var n="expecting term or field, found nothing";throw new t.QueryParseError(n,r.start,r.end)}switch(i.type){case t.QueryLexer.FIELD:return t.QueryParser.parseField;case t.QueryLexer.TERM:return t.QueryParser.parseTerm;default:var n="expecting term or field, found '"+i.type+"'";throw new t.QueryParseError(n,i.start,i.end)}}},t.QueryParser.parseField=function(e){var r=e.consumeLexeme();if(r!=null){if(e.query.allFields.indexOf(r.str)==-1){var n=e.query.allFields.map(function(o){return"'"+o+"'"}).join(", "),i="unrecognised field '"+r.str+"', possible fields: "+n;throw new t.QueryParseError(i,r.start,r.end)}e.currentClause.fields=[r.str];var s=e.peekLexeme();if(s==null){var i="expecting term, found nothing";throw new t.QueryParseError(i,r.start,r.end)}switch(s.type){case t.QueryLexer.TERM:return t.QueryParser.parseTerm;default:var i="expecting term, found '"+s.type+"'";throw new t.QueryParseError(i,s.start,s.end)}}},t.QueryParser.parseTerm=function(e){var r=e.consumeLexeme();if(r!=null){e.currentClause.term=r.str.toLowerCase(),r.str.indexOf("*")!=-1&&(e.currentClause.usePipeline=!1);var n=e.peekLexeme();if(n==null){e.nextClause();return}switch(n.type){case t.QueryLexer.TERM:return e.nextClause(),t.QueryParser.parseTerm;case t.QueryLexer.FIELD:return e.nextClause(),t.QueryParser.parseField;case t.QueryLexer.EDIT_DISTANCE:return t.QueryParser.parseEditDistance;case t.QueryLexer.BOOST:return t.QueryParser.parseBoost;case t.QueryLexer.PRESENCE:return e.nextClause(),t.QueryParser.parsePresence;default:var i="Unexpected lexeme type '"+n.type+"'";throw new t.QueryParseError(i,n.start,n.end)}}},t.QueryParser.parseEditDistance=function(e){var r=e.consumeLexeme();if(r!=null){var n=parseInt(r.str,10);if(isNaN(n)){var i="edit distance must be numeric";throw new t.QueryParseError(i,r.start,r.end)}e.currentClause.editDistance=n;var s=e.peekLexeme();if(s==null){e.nextClause();return}switch(s.type){case t.QueryLexer.TERM:return e.nextClause(),t.QueryParser.parseTerm;case t.QueryLexer.FIELD:return e.nextClause(),t.QueryParser.parseField;case t.QueryLexer.EDIT_DISTANCE:return t.QueryParser.parseEditDistance;case t.QueryLexer.BOOST:return t.QueryParser.parseBoost;case t.QueryLexer.PRESENCE:return 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diff --git a/pr-preview/pr-496/assets/stylesheets/palette.ab4e12ef.min.css b/pr-preview/pr-496/assets/stylesheets/palette.ab4e12ef.min.css
deleted file mode 100644
index 75aaf84253..0000000000
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+++ /dev/null
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diff --git a/pr-preview/pr-496/index.html b/pr-preview/pr-496/index.html
deleted file mode 100644
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-      <li><a href="voldoen-aan-wetten-en-regels/ai-verordening/">Tijdlijn AI-verordening</a></li>
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-    
-    
-    <script id="__config" type="application/json">{"base": ".", "features": ["navigation.indexes", "navigation.tabs", "navigation.tabs.sticky", "navigation.top", "navigation.tracking", "navigation.instant", "navigation.footer", "navigation.prune", "navigation.path", "search.highlight", "search.suggest", "content.tooltips", "content.tabs.link"], "search": "assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Gekopieerd naar klembord", "clipboard.copy": "Kopi\u00ebren naar klembord", "search.result.more.one": "1 extra overeenkomst op deze pagina", "search.result.more.other": "# extra overeenkomsten op deze pagina", "search.result.none": "Geen overeenkomende documenten", "search.result.one": "1 overeenkomende document", "search.result.other": "# overeenkomende documenten", "search.result.placeholder": "Typ om te beginnen met zoeken", "search.result.term.missing": "Ontbreekt", "select.version": "Selecteer versie"}}</script>
-    
-    
-      <script src="assets/javascripts/bundle.203fd0bc.min.js"></script>
-      
-        <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
-      
-        <script src="https://cdn.jsdelivr.net/npm/choices.js/public/assets/scripts/choices.min.js"></script>
-      
-        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
-      
-        <script src="javascripts/tablesort.js"></script>
-      
-        <script src="javascripts/filtering.js"></script>
-      
-        <script src="https://unpkg.com/mermaid@10.9.1/dist/mermaid.min.js"></script>
-      
-    
-  <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": true, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
-document$.subscribe(() => { lightbox.reload() });
-</script></body>
-</html>
\ No newline at end of file
diff --git a/pr-preview/pr-496/javascripts/extra.js b/pr-preview/pr-496/javascripts/extra.js
deleted file mode 100644
index 43c0244413..0000000000
--- a/pr-preview/pr-496/javascripts/extra.js
+++ /dev/null
@@ -1,174 +0,0 @@
-// Wait for MkDocs Material content loading events
-document$.subscribe(function() {
-    // Initialize Choices.js when the document is loaded or content is switched
-    initializeChoices();
-
-    // Set active navigation link on page load or after navigation
-    setActiveLink();
-
-    // Attach event listeners to the filters for table filtering
-    attachFilterListeners();
-
-    // Reinitialize Choices.js when content is dynamically updated
-    document.addEventListener('contentUpdated', function() {
-        initializeChoices();
-        attachFilterListeners(); // Re-attach listeners after content updates
-    });
-});
-
-// Function to initialize Choices.js for multi-select filters
-function initializeChoices() {
-    const elements = document.querySelectorAll('.js-example-basic-multiple');
-
-    elements.forEach(function(element) {
-        // Check if Choices.js is already initialized
-        if (!element.choicesInstance) {
-            const choices = new Choices(element, {
-                removeItemButton: true,
-                placeholder: true,
-                searchEnabled: true,
-                noResultsText: 'Geen resultaten',
-                noChoicesText: 'Geen keuzes beschikbaar',
-                itemSelectText: 'Klik om te selecteren',
-                resetScrollPosition: false
-            });
-
-            // Store the Choices.js instance to avoid re-initialization
-            element.choicesInstance = choices;
-            console.log("Choices.js initialized");
-        }
-    });
-}
-
-// Function to set active link in the navigation based on the current page
-function setActiveLink() {
-    var currentUrl = window.location.pathname;
-
-    // Remove all existing active classes
-    document.querySelectorAll('.md-nav__item--active, .md-nav__link--active, .md-nav__dropdown-item--active, .md-nav__dropdown-link--active').forEach(function(el) {
-        el.classList.remove('md-nav__item--active', 'md-nav__link--active', 'md-nav__dropdown-item--active', 'md-nav__dropdown-link--active');
-    });
-
-    // Don't set any active class if on root URL
-    if (currentUrl === '/') {
-        return;
-    }
-
-    // Function to set the active class for a given element
-    function setActiveClass(el) {
-        el.classList.add('md-nav__link--active');
-        var item = el.closest('.md-nav__item');
-        if (item) {
-            item.classList.add('md-nav__item--active');
-        }
-    }
-
-    // Function to check if the link matches the current URL
-    function isPathActive(linkPath) {
-        return currentUrl === linkPath || currentUrl.startsWith(linkPath + '/');
-    }
-
-    // Set active class for top navigation links
-    document.querySelectorAll('.md-nav--top .md-nav__link').forEach(function(link) {
-        var linkPath = new URL(link.href).pathname;
-        if (isPathActive(linkPath)) {
-            setActiveClass(link);
-        }
-    });
-
-    // Set active class for dropdown links
-    document.querySelectorAll('.md-nav__dropdown-link').forEach(function(link) {
-        var linkPath = new URL(link.href).pathname;
-        if (isPathActive(linkPath)) {
-            link.classList.add('md-nav__dropdown-link--active');
-            var dropdownItem = link.closest('.md-nav__dropdown-item');
-            if (dropdownItem) {
-                dropdownItem.classList.add('md-nav__dropdown-item--active');
-                var parentItem = dropdownItem.closest('.md-nav__item');
-                if (parentItem) {
-                    parentItem.classList.add('md-nav__item--active');
-                }
-            }
-        }
-    });
-}
-
-// Attach event listeners to trigger table filtering when filters change
-function attachFilterListeners() {
-    var filterSelect = document.getElementById("filterSelect");
-    var levenscyclusSelect = document.getElementById("filterLevenscyclusSelect");
-    var onderwerpSelect = document.getElementById("filterOnderwerpSelect");
-    var filterInput = document.getElementById("filterInput");
-
-    if (filterSelect) {
-        filterSelect.addEventListener('change', filterTable);
-    }
-
-    if (levenscyclusSelect) {
-        levenscyclusSelect.addEventListener('change', filterTable);
-    }
-
-    if (onderwerpSelect) {
-        onderwerpSelect.addEventListener('change', filterTable);
-    }
-
-    if (filterInput) {
-        filterInput.addEventListener('input', filterTable);
-    }
-}
-
-// Example filterTable function for filtering a table based on selected choices
-function filterTable() {
-    console.log("filterTable is aangeroepen");
-
-    var input = document.getElementById("filterInput");
-    var filter = input ? input.value.toUpperCase() : "";
-
-    var select = document.getElementById("filterSelect"); // Rollen filter
-    var selectedRoles = Array.from(select.options)
-        .filter(option => option.selected)
-        .map(option => option.value.toUpperCase());
-
-    var levenscyclusSelect = document.getElementById("filterLevenscyclusSelect"); // Levenscyclus filter
-    var selectedLevenscyclus = Array.from(levenscyclusSelect.options)
-        .filter(option => option.selected)
-        .map(option => option.value.toUpperCase());
-
-    var onderwerpSelect = document.getElementById("filterOnderwerpSelect"); // Onderwerpen filter
-    var selectedOnderwerpen = Array.from(onderwerpSelect.options)
-        .filter(option => option.selected)
-        .map(option => option.value.toUpperCase());
-
-    var table = document.getElementById("myTable");
-    var tr = table ? table.getElementsByTagName("tr") : [];
-
-    for (var i = 1; i < tr.length; i++) { // Skip header row
-        var td = tr[i].getElementsByTagName("td")[0];  // Maatregelen column (td[0])
-        var roles = tr[i].getElementsByTagName("td")[1]; // Rollen column (td[1])
-        var lc = tr[i].getElementsByTagName("td")[2];   // Levenscyclus column (td[2])
-        var onderwerpen = tr[i].getElementsByTagName("td")[3]; // Onderwerpen column (td[3])
-
-        if (td && roles && lc && onderwerpen) {
-            var txtValue = td.textContent || td.innerText;  // Maatregelen value
-            var txtValue2 = roles.textContent || roles.innerText; // Rollen value
-            var txtValue3 = lc.textContent || lc.innerText; // Levenscyclus value
-            var txtValue4 = onderwerpen.textContent || onderwerpen.innerText; // Onderwerpen value
-
-            console.log(`Row ${i} values: `, { txtValue, txtValue2, txtValue3, txtValue4 });
-
-            // Check if all selected filters are present
-            var roleMatch = selectedRoles.every(role => txtValue2.toUpperCase().indexOf(role) > -1);
-            var lcMatch = selectedLevenscyclus.every(lc => txtValue3.toUpperCase().indexOf(lc) > -1);
-            var onderwerpMatch = selectedOnderwerpen.every(onderwerp => txtValue4.toUpperCase().indexOf(onderwerp) > -1);
-
-            if (txtValue.toUpperCase().indexOf(filter) > -1 && roleMatch && lcMatch && onderwerpMatch) {
-                tr[i].style.display = "";
-            } else {
-                tr[i].style.display = "none";
-            }
-        }
-    }
-
-    // Trigger contentUpdated to reinitialize Choices.js after filtering
-    document.dispatchEvent(new Event('contentUpdated'));
-}
\ No newline at end of file
diff --git a/pr-preview/pr-496/javascripts/filtering.js b/pr-preview/pr-496/javascripts/filtering.js
deleted file mode 100644
index 08d9647733..0000000000
--- a/pr-preview/pr-496/javascripts/filtering.js
+++ /dev/null
@@ -1,173 +0,0 @@
-// Wait for MkDocs Material content loading events
-document$.subscribe(function () {
-    // Ensure order is applied before initializing Choices.js
-    setLevenscyclusOrder();
-
-    // Initialize Choices.js after order has been set
-    initializeChoices();
-
-    // Attach event listeners to the filters for table filtering
-    attachFilterListeners();
-
-    // Reinitialize Choices.js and filter listeners when content is dynamically updated
-    document.addEventListener('contentUpdated', function () {
-        setLevenscyclusOrder();  // Reapply order after content update
-        initializeChoices();
-        attachFilterListeners();
-    });
-});
-
-// Function to initialize Choices.js for multi-select filters
-function initializeChoices() {
-    const elements = document.querySelectorAll('.js-example-basic-multiple');
-
-    elements.forEach(function (element) {
-        // Initialize Choices.js for the first time
-        if (!element.choicesInstance) {
-            const choices = new Choices(element, {
-                removeItemButton: true,
-                placeholder: true,
-                searchEnabled: true,
-                noResultsText: 'Geen resultaten',
-                noChoicesText: 'Geen keuzes beschikbaar',
-                itemSelectText: 'Klik om te selecteren',
-                resetScrollPosition: false,
-                shouldSort: false,  // Prevent sorting of options
-                shouldSortItems: false,  // Prevent sorting of selected items
-                sorter: (a, b) => 0  // Custom sorting function (no sorting)
-            });
-
-            // Store the Choices.js instance to avoid re-initialization
-            element.choicesInstance = choices;
-        }
-    });
-}
-
-// Function to set a specific order to the levenscyclus dropdown
-function setLevenscyclusOrder() {
-    const levenscyclusSelect = document.getElementById("filterLevenscyclusSelect");
-    if (levenscyclusSelect) {
-        // Define the desired order for levenscyclus items
-        const desiredOrder = [
-            'organisatieverantwoordelijkheden',
-            'probleemanalyse',
-            'ontwerp',
-            'dataverkenning-en-datapreparatie',
-            'ontwikkelen',
-            'verificatie-en-validatie',
-            'implementatie',
-            'monitoring-en-beheer',
-            'uitfaseren',
-        ];
-
-        // Get options and map to their values
-        const options = Array.from(levenscyclusSelect.options);
-
-        // Sort the options based on the desired order
-        options.sort((a, b) => {
-            return desiredOrder.indexOf(a.value) - desiredOrder.indexOf(b.value);
-        });
-
-        // Clear the existing options and append them in the correct order
-        levenscyclusSelect.innerHTML = ''; // Empty the select
-
-        // Append sorted options back into the select
-        options.forEach(option => levenscyclusSelect.appendChild(option));
-
-        // Reinitialize Choices.js with the sorted options
-        if (levenscyclusSelect.choicesInstance) {
-            // Set the sorted choices back into the Choices.js instance
-            levenscyclusSelect.choicesInstance.setChoices(
-                options.map(option => ({
-                    value: option.value,
-                    label: option.text,
-                    selected: option.selected,
-                    disabled: option.disabled
-                })),
-                'value',
-                'label',
-                false
-            );
-        }
-    }
-}
-
-// Attach event listeners to trigger table filtering when filters change
-function attachFilterListeners() {
-    var filterSelect = document.getElementById("filterSelect");
-    var levenscyclusSelect = document.getElementById("filterLevenscyclusSelect");
-    var onderwerpSelect = document.getElementById("filterOnderwerpSelect");
-    var filterInput = document.getElementById("filterInput");
-
-    if (filterSelect) {
-        filterSelect.addEventListener('change', filterTable);
-    }
-
-    if (levenscyclusSelect) {
-        levenscyclusSelect.addEventListener('change', filterTable);
-    }
-
-    if (onderwerpSelect) {
-        onderwerpSelect.addEventListener('change', filterTable);
-    }
-
-    if (filterInput) {
-        filterInput.addEventListener('input', filterTable);
-    }
-}
-
-// Function for filtering a table based on selected choices
-function filterTable() {
-    console.log("filterTable is aangeroepen");
-
-    var input = document.getElementById("filterInput");
-    var filter = input ? input.value.toUpperCase() : "";
-
-    var select = document.getElementById("filterSelect"); // Rollen filter
-    var selectedRoles = Array.from(select.options)
-        .filter(option => option.selected)
-        .map(option => option.value.toUpperCase());
-
-    var levenscyclusSelect = document.getElementById("filterLevenscyclusSelect"); // Levenscyclus filter
-    var selectedLevenscyclus = Array.from(levenscyclusSelect.options)
-        .filter(option => option.selected)
-        .map(option => option.value.toUpperCase());
-
-    var onderwerpSelect = document.getElementById("filterOnderwerpSelect"); // Onderwerpen filter
-    var selectedOnderwerpen = Array.from(onderwerpSelect.options)
-        .filter(option => option.selected)
-        .map(option => option.value.toUpperCase());
-
-    var table = document.getElementById("myTable");
-    var tr = table ? table.getElementsByTagName("tr") : [];
-
-    for (var i = 1; i < tr.length; i++) { // Skip header row
-        var td = tr[i].getElementsByTagName("td")[1];  // Maatregelen column (td[0])
-        var roles = tr[i].getElementsByTagName("td")[2]; // Rollen column (td[1])
-        var lc = tr[i].getElementsByTagName("td")[3];   // Levenscyclus column (td[2])
-        var onderwerpen = tr[i].getElementsByTagName("td")[4]; // Onderwerpen column (td[3])
-
-        if (td && roles && lc && onderwerpen) {
-            var txtValue = td.textContent || td.innerText;  // Maatregelen value
-            var txtValue2 = roles.textContent || roles.innerText; // Rollen value
-            var txtValue3 = lc.textContent || lc.innerText; // Levenscyclus value
-            var txtValue4 = onderwerpen.textContent || onderwerpen.innerText; // Onderwerpen value
-
-            console.log(`Row ${i} values: `, { txtValue, txtValue2, txtValue3, txtValue4 });
-
-            // Check if all selected filters are present
-            var roleMatch = selectedRoles.every(role => txtValue2.toUpperCase().indexOf(role) > -1);
-            var lcMatch = selectedLevenscyclus.every(lc => txtValue3.toUpperCase().indexOf(lc) > -1);
-            var onderwerpMatch = selectedOnderwerpen.every(onderwerp => txtValue4.toUpperCase().indexOf(onderwerp) > -1);
-
-            if (txtValue.toUpperCase().indexOf(filter) > -1 && roleMatch && lcMatch && onderwerpMatch) {
-                tr[i].style.display = "";
-            } else {
-                tr[i].style.display = "none";
-            }
-        }
-    }
-
-    // Trigger contentUpdated to reinitialize Choices.js after filtering
-    document.dispatchEvent(new Event('contentUpdated'));
-}
\ No newline at end of file
diff --git a/pr-preview/pr-496/javascripts/tablesort.js b/pr-preview/pr-496/javascripts/tablesort.js
deleted file mode 100644
index c916015f04..0000000000
--- a/pr-preview/pr-496/javascripts/tablesort.js
+++ /dev/null
@@ -1,6 +0,0 @@
-document$.subscribe(function() {
-    var tables = document.querySelectorAll("article table:not([class])")
-    tables.forEach(function(table) {
-      new Tablesort(table)
-    })
-  })
\ No newline at end of file
diff --git a/pr-preview/pr-496/levenscyclus/Levenscyclus vergelijkingstabel.pdf b/pr-preview/pr-496/levenscyclus/Levenscyclus vergelijkingstabel.pdf
deleted file mode 100644
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diff --git a/pr-preview/pr-496/levenscyclus/dataverkenning-en-datapreparatie/index.html b/pr-preview/pr-496/levenscyclus/dataverkenning-en-datapreparatie/index.html
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-<h1 id="fase-3-dataverkenning-en-datapreparatie">Fase 3: Dataverkenning en datapreparatie</h1>
-<p>In deze fase worden relevante datasets geïdentificeerd en wanneer nodig wordt nieuwe data verzameld. 
-In deze fase zal ook de ontwikkelomgeving (verder) worden ingericht indien nodig. 
-Het is van belang dat voorafgaand aan verzameling is vastgesteld dat de benodigde data mag worden verwerkt en dat de juiste maatregelen worden getroffen, zodra de data kan worden verwerkt. 
-Denk hierbij aan het anonimiseren, pseudonimiseren of aggregeren van persoonsgegevens. 
-De data zullen vervolgens worden opgeschoond, geanalyseerd en voorbereid voor verdere verwerking. </p>
-<p>Het is van belang dat dataverzameling op de juiste manier gebeurt, en dat datasets die gebruikt gaan worden van goede kwaliteit zijn. 
-In deze fase is het van belang om de datakwaliteit en eventuele bias in de dataset te onderzoeken. 
-Indien er risico's optreden door bijvoorbeeld missende data of niet representatieve data, is het belangrijk om te kijken wat voor effecten dit heeft op het oorspronkelijke ontwerp van het algoritme. 
-Dit kan betekenen dat nieuwe keuzes moeten worden gemaakt in het ontwerp en eventueel eerste deze fase van ontwerp (deels) opnieuw moet worden doorlopen. </p>
-<p>Met voorgaande handelingen wordt het fundament gelegd om het algoritme te kunnen ontwikkelen. 
-In de praktijk zal bijvoorbeeld het analyseren van de data niet stoppen na deze fase, maar terugkerend zijn in alle fasen die volgen. 
-Als de verzamelde data van voldoende kwaliteit is en de vereiste maatregelen zijn getroffen, dan kan worden gestart met het ontwikkelen van het algoritme. </p>
-<h2 id="vereisten">Vereisten</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/index.html">aia-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/index.html">Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/index.html">aia-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/index.html">Hoog-risico-AI-systemen zijn voorzien van voldoende technische documentatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html">aia-33</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html">AI-testomgevingen die persoonsgegevens verwerken, voldoen aan strenge voorwaarden.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/index.html">aut-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/index.html">Auteursrechten zijn beschermd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/index.html">avg-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/index.html">Persoonsgegevens worden op een rechtmatige manier verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/index.html">avg-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/index.html">Persoonsgegevens worden zo kort mogelijk bewaard.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/index.html">avg-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/index.html">Persoonsgegevens worden zo min mogelijk verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/index.html">avg-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/index.html">Persoonsgegevens en andere data verwerken gebeurt proportioneel en subsidiair.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/index.html">avg-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/index.html">Persoonsgegevens zijn juist en actueel.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/index.html">avg-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/index.html">Organisaties kunnen bewijzen dat zij persoonsgegevens op de juiste manier verwerken.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/index.html">avg-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/index.html">Gevoelige persoonsgegevens worden alleen gebruikt als hiervoor een wettelijke uitzondering geldt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html">avg-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html">Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/index.html">avg-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/index.html">Een gegevensbeschermingseffectbeoordeling (DPIA) is verplicht, indien een verwerking van persoonsgegevens waarschijnlijk een hoog risico inhoudt voor de rechten en vrijheden van natuurlijke personen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/index.html">dat-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/index.html">Databanken worden alleen gebruikt met toestemming van de databank-producent</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/index.html">grw-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/index.html">Algoritmes discrimineren niet</a></td></tr></tbody></table>
-
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">owp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">Beschrijf voor welk doel het algoritme persoonsgegevens gebruikt en waarom dit mag</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/index.html">owp-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/index.html">Beschrijf welke data gebruikt wordt voor de beoogde toepassing</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/index.html">owp-16</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/index.html">Laat aanbieder(s) bewijs leveren dat de door hen ontwikkelde algoritmes geen inbreuk maken op de auteursrechten van derden met de trainingsdata en de output.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/index.html">dat-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/index.html">Controleer de datakwaliteit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/index.html">dat-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/index.html">Maak waardevolle data vindbaar, toegankelijk, interoperabel en herbruikbaar (FAIR) binnen en buiten de eigen organisatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/index.html">dat-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/index.html">Bescherm persoonsgegevens door data te anonimiseren, pseudonimiseren of te aggregeren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/index.html">dat-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/index.html">Controleer de auteursrechten van eigen data</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">dat-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">Gebruik duurzame datacenters</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html">dat-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html">Gebruik bij machine learning technieken gescheiden train-, test- en validatiedata en houdt rekening met underfitting en overfitting.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html">dat-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html">Zorg dat je controle of eigenaarschap hebt over de data</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/index.html">dat-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/index.html">Beperk de omvang van datasets voor energie-efficiëntie</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">imp-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">Doe aselecte steekproeven om algoritmes met 'risicogestuurde selectie’ te controleren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">mon-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">Beveilig de software</a></td></tr></tbody></table>
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-<h1 id="fase-6-implementatie">Fase 6: Implementatie</h1>
-<p>In deze fase wordt het algoritme in de praktijk gebracht en duurzaam geïntegreerd in het bedrijfsproces. 
-In de praktijk worden veelal eerst een pilot uitgevoerd voor een afgebakende periode of over een beperkt aan zaken. 
-In deze situatie, een pilot, wordt tijdelijk productiedata verwerkt. 
-Dit vraagt om een goede samenwerking tussen het ontwikkelteam en de gebruikers van het algoritme. 
-Niet alleen de prestaties van het algoritme worden nogmaals gevalideerd, maar bijvoorbeeld ook of de output zodanig wordt gepresenteerd dat gebruikers hiermee kunnen werken. 
-Na deze pilot wordt onderzocht in hoeverre het algoritme presteert conform wens en verwachting. 
-Er kan worden gekozen om het algoritme eerst nog door te ontwikkelen op basis van de bevindingen, uit te faseren of om de oplossing structureel onderdeel te maken van de bedrijfsvoering door het te implementeren. </p>
-<p>Als een besluit wordt genomen om de oplossing te implementeren, dan is het van belang dat gebruikers goed begrijpen hoe de resultaten van het algoritme moeten worden geïnterpreteerd, dat de rest-risico's bekend zijn, de verantwoordelijkheden belegd zijn en dat er duidelijke werkinstructies zijn over het gebruik van het algoritme.
-Service- en incidentmanagement moet volledig worden geoperationaliseerd, zodat gebruikers kunnen worden geholpen bij vragen of incidenten. 
-Een kenmerkend element van deze fase is dat vanaf nu betrokkenen onderhevig zijn aan de werking van het algoritme. 
-Beslissingen en besluiten komen nu bijvoorbeeld mede of geheel door de werking van het algoritme tot stand. 
-Waar passend, bijvoorbeeld bij impactvolle of hoog risico AI-systemen wordt dit duidelijk gecommuniceerd naar betrokken, voordat de oplossing volledig is geïmplementeerd.  </p>
-<h2 id="vereisten">Vereisten</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/index.html">aia-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/index.html">Hoog-risico-AI-systemen worden pas geleverd of gebruikt na een conformiteitsbeoordelingsprocedure.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/index.html">aia-15</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/index.html">Hoog-risico-AI-systemen zijn voorzien van een EU-conformiteitsverklaring.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/index.html">aia-16</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/index.html">Hoog-risico-AI-systemen zijn voorzien van een CE-markering.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/index.html">aia-17</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/index.html">Hoog-risico-AI-systemen zijn geregistreerd in de EU-databank.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/index.html">aia-20</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/index.html">Hoog-risico-AI-systemen worden gebruikt volgens de gebruiksaanwijzing.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-24-informeren-werknemers/index.html">aia-24</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-24-informeren-werknemers/index.html">Werknemers weten dat hun organisatie een hoog-risico AI-systeem gebruikt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/index.html">aia-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/index.html">Gebruiksverantwoordelijken controleren de registratie van het hoog-risico AI-systeem in de EU-databank.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/index.html">aia-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/index.html">AI-systemen worden zo ontworpen en gebruikt, dat mensen begrijpen wanneer zij met een AI-systeem communiceren en welke content gemaakt is door een AI-systeem.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/index.html">avg-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/index.html">Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/index.html">avg-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/index.html">Besluiten die levens kunnen beïnvloeden, zijn niet volledig geautomatiseerd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/index.html">awb-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/index.html">Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/index.html">bzk-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/index.html">Impactvolle algoritmes en hoog-risico-AI-systemen staan in het Nederlandse Algoritmeregister</a></td></tr></tbody></table>
-
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/index.html">imp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/index.html">Stel een protocol vast voor de situatie dat er (een vermoeden van) discriminatie door een algoritme is geconstateerd en pas dit wanneer nodig toe.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/index.html">pba-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/index.html">Overleg regelmatig met belanghebbenden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/index.html">owp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/index.html">Beschrijf de rollen en verantwoordelijkheden voor het ontwikkelen en gebruiken van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">owp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">Beschrijf voor welk doel het algoritme persoonsgegevens gebruikt en waarom dit mag</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">owp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">Maak een Project Startarchitectuur (PSA) voor de ontwikkeling of inkoop van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/index.html">owp-17</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/index.html">Aansprakelijkheidsvoorwaarden van een aanbieder worden beoordeeld in de aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/index.html">owp-27</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/index.html">Maak (contractuele) afspraken over data en artefacten met een aanbieder</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">dat-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">Gebruik duurzame datacenters</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">owk-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">Maak een noodplan voor het stoppen van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/index.html">imp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/index.html">Stel een werkinstructie op voor gebruikers.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">imp-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">Doe aselecte steekproeven om algoritmes met 'risicogestuurde selectie’ te controleren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">imp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">Richt de juiste menselijke controle in van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html">imp-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html">Publiceer impactvolle algoritmes en hoog-risico-AI-systemen in het Algoritmeregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html">imp-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html">Spreek af hoe medewerkers omgaan met het algoritme.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/index.html">imp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/index.html">Vermeld het gebruik van persoonsgegevens in een privacyverklaring</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/index.html">imp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/index.html">Richt een proces in zodat burgers of andere belanghebbenden een klacht, bezwaar of beroep kunnen indienen over het gebruik van het algoritme en monitor dit proces.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/index.html">imp-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/index.html">Vermeld het gebruik van persoonsgegevens in het verwerkingsregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">imp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">Maak een openbaar besluit over de inzet van het algoritme</a></td></tr></tbody></table>
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-<h1 id="levenscyclus-algoritmes-en-ai">Levenscyclus algoritmes en AI</h1>
-<div class="grid cards" style="margin-top:32px;">
-<ul>
-<li>
-<p><a href="over-de-levenscyclus/"><strong>Over de levenscyclus</strong></a></p>
-<hr />
-<p>De levenscyclus helpt je te bepalen wat je wanneer moet doen. Hoe ziet dit eruit in een plaatje? En waarom 8 fasen?</p>
-</li>
-<li>
-<p><a href="organisatieverantwoordelijkheden/"><strong>Fase 0: Organisatieverantwoordelijkheden</strong></a></p>
-<hr />
-<p>Voordat je start met de ontwikkeling of het gebruik van een algoritme, zul je moeten zorgen dat je organisatie voldoende ingericht is om algoritmes te gebruiken of te ontwikkelen.</p>
-</li>
-<li>
-<p><a href="probleemanalyse/"><strong>Fase 1: Probleemanalyse</strong></a></p>
-<hr />
-<p>In deze fase wordt het probleem en de doelstellingen van een opdrachtgever geanalyseerd en beschreven.</p>
-</li>
-<li>
-<p><a href="ontwerp/"><strong>Fase 2: Ontwerp</strong></a></p>
-<hr />
-<p>In de ontwerpfase wordt het conceptuele ontwerp van het AI-systeem uitgedacht.</p>
-</li>
-<li>
-<p><a href="dataverkenning-en-datapreparatie/"><strong>Fase 3: Dataverkenning en datapreparatie</strong></a></p>
-<hr />
-<p>Dit is de fase waarin het algoritme of AI-systeem wordt ontwikkeld door het ontwikkelteam.</p>
-</li>
-<li>
-<p><a href="ontwikkelen/"><strong>Fase 4: Ontwikkelen</strong></a></p>
-<hr />
-<p>Dit is de fase waarin het algoritme of AI-systeem wordt ontwikkeld door het ontwikkelteam.</p>
-</li>
-<li>
-<p><a href="verificatie-en-validatie/"><strong>Fase 5: Verificatie en validatie</strong></a></p>
-<hr />
-<p>Bij de verificatie en validatie van het algoritme of AI-systeem dient bepaald te worden of het algoritme of AI-systeem gebouwd is volgens de (technische) specificaties en voldoet aan de beoogde doelstellingen.</p>
-</li>
-<li>
-<p><a href="implementatie/"><strong>Fase 6: Implementatie</strong></a></p>
-<hr />
-<p>In deze fase wordt het algoritme of AI-systeem in de praktijk gebracht en duurzaam geïntegreerd in het bedrijfsproces.</p>
-</li>
-<li>
-<p><a href="monitoring-en-beheer/"><strong>Fase 7: Monitoring en beheer</strong></a></p>
-<hr />
-<p>Het algoritme of AI-systeem wordt in deze fase voortdurend gemonitord om ervoor te zorgen dat het blijft presteren zoals verwacht en kan worden gebruikt door gebruikers.</p>
-</li>
-<li>
-<p><a href="uitfaseren/"><strong>Fase 8: Uitfaseren</strong></a></p>
-<hr />
-<p>Als wordt besloten dat het algoritme of AI-systeem niet langer nodig is of wordt vervangen door een wezenlijk andere versie, wordt het gearchiveerd en uitgefaseerd.</p>
-</li>
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-<h1 id="fase-7-monitoring-en-beheer">Fase 7: Monitoring en beheer</h1>
-<p>Het algoritme wordt in deze fase voortdurend gemonitord om ervoor te zorgen dat het blijft presteren zoals verwacht en kan worden gebruikt door gebruikers. 
-Eventuele afwijkingen of degradatie van prestaties worden gesignaleerd en er worden maatregelen getroffen om dit te herstellen. 
-Dit is van belang vanuit een technisch perspectief (presteert het model nog wel waar het voor ontworpen is), maar ook vanuit een juridische en ethische blik (functioneert het model nog wel rechtmatig en zijn er geen onvoorziene nadelige effecten op mens en maatschappij). 
-Hierbij dient ook voortdurend gemonitord te worden of de omstandigheden waarin het algoritme wordt gebruikt veranderlijk zijn, en of daar op geanticipeerd moet worden. 
-Dit kan bijvoorbeeld spelen bij veranderende data of bij het uitvoeren van nieuw beleid of wet- en regelgeving in het werkproces dat wordt ondersteund met het algoritme. </p>
-<p>Het is van belang dat beheer wordt uitgevoerd over het algoritme, zodat de (gehele) oplossing operationeel blijft. 
-Een wijziging in onderliggende systemen kan er bijvoorbeeld voor zorgen dat het algoritme niet meer wordt voorzien van de noodzakelijk data om de benodigde output te genereren. 
-Het beheerteam zorgt ervoor dat dergelijke situaties worden voorkomen of opgelost. Er kunnen ook incidenten worden gemeld door gebruikers die worden opgelost door het beheerteam.  </p>
-<h2 id="vereisten">Vereisten</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/index.html">aia-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/index.html">Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/index.html">aia-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/index.html">Hoog-risico-AI-systemen loggen automatisch bepaalde gegevens.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html">aia-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html">Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/index.html">aia-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/index.html">Hoog-risico-AI-systemen staan onder menselijk toezicht.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html">aia-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html">Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/index.html">aia-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/index.html">Documentatie over hoog-risico-AI-systemen wordt 10 jaar bewaard door de aanbieder.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/index.html">aia-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/index.html">Logs van hoog-risico-AI-systemen worden zes maanden bewaard door de aanbieder.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/index.html">aia-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/index.html">Als een hoog-risico-AI-systeem niet voldoet aan de AI-verordening, grijpt de aanbieder in.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/index.html">aia-22</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/index.html">De werking van hoog-risico-AI-systemen wordt gemonitord.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/index.html">aia-23</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/index.html">Logs voor hoog-risico-AI-systemen worden bewaard door de gebruiksverantwoordelijke.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/index.html">aia-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/index.html">Gebruiksverantwoordelijken controleren de registratie van het hoog-risico AI-systeem in de EU-databank.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/index.html">aia-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/index.html">Mensen over wie besluiten worden genomen door een hoog-risico-AI-systemen, krijgen op verzoek informatie over deze besluiten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/index.html">aia-29</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/index.html">AI-modellen voor algemene doeleinden zijn voorzien van voldoende technische documentatie en informatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/index.html">aia-30</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/index.html">Aanbieders van AI-modellen voor algemene doeleinden met een systeemrisico treffen extra maatregelen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/index.html">aia-31</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/index.html">Als AI-modellen voor algemene doeleinden met systeemrisico’s ernstige incidenten veroorzaken, wordt dit gedocumenteerd en gerapporteerd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/index.html">aia-32</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/index.html">AI-modellen voor algemene doeleinden met systeemrisico’s zijn voldoende beveiligd tegen cyberaanvallen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-34-monitoring-na-het-in-de-handel-brengen/index.html">aia-34</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-34-monitoring-na-het-in-de-handel-brengen/index.html">Hoog-risico-AI-systemen zijn voorzien van een monitoringsysteem.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/index.html">aia-35</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/index.html">Ernstige incidenten door hoog-risico-AI-systemen worden gemeld aan de toezichthouder.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/index.html">aia-36</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/index.html">Klokkenluiders kunnen veilig melden dat een organisatie zich niet houdt aan de AI-verordening.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-39-beleid-naleven-auteurs-en-naburige-rechten/index.html">aia-29</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-39-beleid-naleven-auteurs-en-naburige-rechten/index.html">Er is beleid opgesteld ter naleving van auteursrechten en naburige rechten door aanbieders van AI-modellen voor algemene doeleinden.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-39-testen/index.html">aia-39</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-39-testen/index.html">Hoog-risico-AI-systemen zijn getest.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/index.html">arc-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/index.html">Informatie over algoritmes wordt in goede, geordende en toegankelijke staat gebracht, bewaard en vernietigd wanneer nodig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/index.html">avg-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/index.html">Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/index.html">awb-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/index.html">Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/index.html">bzk-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/index.html">Impactvolle algoritmes en hoog-risico-AI-systemen staan in het Nederlandse Algoritmeregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html">grw-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html">Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/index.html">grw-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/index.html">Algoritmes discrimineren niet</a></td></tr></tbody></table>
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-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html">org-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html">Controleer en verbeter regelmatig de kwaliteit van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/index.html">owp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/index.html">Beschrijf de rollen en verantwoordelijkheden voor het ontwikkelen en gebruiken van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">owp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">Inventariseer welke grondrechten het algoritme kan schenden en maak een belangenafweging</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">owp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">Een model-verwerkersovereenkomst is onderdeel van de aanbesteding als persoonsgegevens worden verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">owp-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">Maak het opstellen van een verwerkersovereenkomst onderdeel van de aanbesteding als persoonsgegevens worden verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">dat-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">Geef data zoals persoonsgegevens een bewaartermijn met een vernietigingsprocedure</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">dat-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">Gebruik duurzame datacenters</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html">owk-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html">Analyseer de privacy-risico’s en neem maatregelen om deze risico’s laag te houden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/index.html">owk-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/index.html">Maak logbestanden waarin staat wie wanneer toegang had tot de data en de code</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html">Controleer regelmatig of het algoritme werkt zoals het bedoeld is</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">Toets het algoritme op bias</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">imp-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">Doe aselecte steekproeven om algoritmes met 'risicogestuurde selectie’ te controleren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">imp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">Richt de juiste menselijke controle in van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html">imp-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html">Publiceer impactvolle algoritmes en hoog-risico-AI-systemen in het Algoritmeregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/index.html">imp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/index.html">Richt een proces in zodat burgers of andere belanghebbenden een klacht, bezwaar of beroep kunnen indienen over het gebruik van het algoritme en monitor dit proces.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/index.html">mon-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/index.html">Maak back-ups van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">mon-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">Beveilig de software</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">mon-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">Maak een noodplan voor beveiligingsincidenten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html">mon-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html">Monitor regelmatig op veranderingen in de data. Bij veranderingen evalueer je de prestaties en output van het algoritme.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/index.html">mon-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/index.html">Meten, monitoren en rapporteren van milieu-impact van algoritmes</a></td></tr></tbody></table>
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diff --git a/pr-preview/pr-496/levenscyclus/ontwerp/index.html b/pr-preview/pr-496/levenscyclus/ontwerp/index.html
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-<h1 id="fase-2-ontwerp">Fase 2: Ontwerp</h1>
-<p>In de ontwerpfase wordt het conceptuele ontwerp van het algoritme uitgedacht. 
-Het is van belang om belangrijke uitgangspunten en beleid, zoals doelarchitectuur en de datastrategie, van de betreffende organisatie meteen te verwerken in het ontwerp en dat het applicatielandschap en de databronnen in beeld wordt gebracht. 
-In deze fase worden doorgaans veel werkzaamheden verzet, zoals business- en informatieanalyse, om een goed beeld te krijgen hoe aan de beoogde doelstellingen kan worden voldaan met een passende oplossing.  </p>
-<p>Het is goed denkbaar dat meerdere ontwerpen in deze fase tot stand komen voor het te ontwikkelen algoritme. 
-Het is van belang om deze ontwerpen te toetsen bij bijvoorbeeld de <abbr title="De proceseigenaar is verantwoordelijk voor de kwaliteit van het proces en de vastlegging daarvan in een processchema">proceseigenaar</abbr>, opdrachtgever en gebruiker, maar ook bij informatiebeveiligingsadviseurs, privacy officers, informatiebeheerders, architecten of een ethicus. 
-Deze experts kunnen vanuit hun vakgebied een eerste toets doen in hoeverre het ontwerp haalbaar of gewenst is, aansluit bij de gebruikersbehoefte, aan welke vereisten moet worden voldaan of dat er risicoanalyses moeten worden uitgevoerd en een onafhankelijke commissies moet worden betrokken.</p>
-<p>Met deze input kan het ontwerp worden verbeterd en vraagstukken over bijvoorbeeld governance en risicomanagement verder worden uitgewerkt. 
-In deze fase kan ook een eerste stap worden gezet om de vereisten te vertalen naar concrete maatregelen, te structureren en te beleggen bij de betrokken experts. 
-Als bijvoorbeeld is vastgesteld dat persoonsgegevens noodzakelijkerwijs moeten worden verwerkt en hier een grondslag voor is, dan is het van belang dat voorafgaand aan de dataverkenning en datapreparatie fase voldoende (technische) maatregelen zijn getroffen om de data veilig te verwerken in de beoogde (ontwikkel)omgeving. </p>
-<p>Daarnaast dient er in de ontwerpfase ook aandacht besteed te worden aan de succesfactoren van een algoritme. 
-Het is belangrijk om in een multidisciplinaire setting te bepalen hoe het algoritme in de praktijk geëvalueerd kan worden en wanneer we kunnen spreken van een rechtvaardig succes.
-Hierbij dient er ook te worden nagedacht over evaluatiemethoden om na te gaan of het algoritme voldoet aan bijvoorbeeld het vereiste van non-discriminatie. </p>
-<p>Nadat een besluit is genomen over het definitieve ontwerp van het algoritme, kan worden gestart met het inrichten van de ontwikkelomgeving (indien nodig), de dataverkenning, datapreparatie. 
-Dit besluit betekent dat een akkoord wordt gegeven voor het type algoritme en de beoogde werking.  </p>
-<h2 id="vereisten">Vereisten</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/index.html">aia-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/index.html">Beoordeling als niet 'hoog-risico-AI-systeem' is gedocumenteerd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/index.html">aia-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/index.html">Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html">aia-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html">Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/index.html">aia-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/index.html">Hoog-risico-AI-systemen staan onder menselijk toezicht.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html">aia-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html">Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/index.html">aia-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/index.html">Documentatie over hoog-risico-AI-systemen wordt 10 jaar bewaard door de aanbieder.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/index.html">aia-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/index.html">Logs van hoog-risico-AI-systemen worden zes maanden bewaard door de aanbieder.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/index.html">aia-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/index.html">Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/index.html">aia-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/index.html">Mensen over wie besluiten worden genomen door een hoog-risico-AI-systemen, krijgen op verzoek informatie over deze besluiten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/index.html">aia-27</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/index.html">Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/index.html">aia-29</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/index.html">AI-modellen voor algemene doeleinden zijn voorzien van voldoende technische documentatie en informatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/index.html">aia-30</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/index.html">Aanbieders van AI-modellen voor algemene doeleinden met een systeemrisico treffen extra maatregelen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-39-beleid-naleven-auteurs-en-naburige-rechten/index.html">aia-29</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-39-beleid-naleven-auteurs-en-naburige-rechten/index.html">Er is beleid opgesteld ter naleving van auteursrechten en naburige rechten door aanbieders van AI-modellen voor algemene doeleinden.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-39-testen/index.html">aia-39</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-39-testen/index.html">Hoog-risico-AI-systemen zijn getest.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/index.html">aut-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/index.html">Auteursrechten zijn beschermd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/index.html">avg-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/index.html">Persoonsgegevens worden op een rechtmatige manier verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/index.html">avg-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/index.html">Persoonsgegevens worden zo kort mogelijk bewaard.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/index.html">avg-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/index.html">Persoonsgegevens worden zo min mogelijk verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/index.html">avg-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/index.html">Persoonsgegevens en andere data verwerken gebeurt proportioneel en subsidiair.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/index.html">avg-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/index.html">Organisaties kunnen bewijzen dat zij persoonsgegevens op de juiste manier verwerken.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/index.html">avg-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/index.html">Gevoelige persoonsgegevens worden alleen gebruikt als hiervoor een wettelijke uitzondering geldt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/index.html">avg-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/index.html">Besluiten die levens kunnen beïnvloeden, zijn niet volledig geautomatiseerd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html">avg-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html">Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/index.html">avg-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/index.html">Een gegevensbeschermingseffectbeoordeling (DPIA) is verplicht, indien een verwerking van persoonsgegevens waarschijnlijk een hoog risico inhoudt voor de rechten en vrijheden van natuurlijke personen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/index.html">awb-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/index.html">Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/index.html">awb-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/index.html">Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html">grw-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html">Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr></tbody></table>
-
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/index.html">pba-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/index.html">Overleg regelmatig met belanghebbenden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/index.html">owp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/index.html">Beschrijf de rollen en verantwoordelijkheden voor het ontwikkelen en gebruiken van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/index.html">owp-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/index.html">Voer voorafgaand aan een project een data beschikbaarheid, kwaliteit- en toegankelijkheidsanalayse uit.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">owp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">Beschrijf voor welk doel het algoritme persoonsgegevens gebruikt en waarom dit mag</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/index.html">owp-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/index.html">Beschrijf welke techniek gebruikt wordt voor de beoogde toepassing</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html">owp-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html">Bepaal het soort algoritme en de risicogroep en vereisten die hierbij horen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">owp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">Inventariseer welke grondrechten het algoritme kan schenden en maak een belangenafweging</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/index.html">owp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/index.html">Maak een lijst van de meest kwetsbare groepen en bescherm hen extra</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html">owp-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html">Bepaal welke documenten voor hoe lang gearchiveerd moeten worden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">owp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">Een model-verwerkersovereenkomst is onderdeel van de aanbesteding als persoonsgegevens worden verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/index.html">owp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/index.html">Stel een multidisciplinair team samen bij het ontwikkelen of inkopen van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">owp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">Maak een Project Startarchitectuur (PSA) voor de ontwikkeling of inkoop van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/index.html">owp-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/index.html">Koop duurzaam algoritmes in</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/index.html">owp-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/index.html">Beschrijf welke data gebruikt wordt voor de beoogde toepassing</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/index.html">Ontwerp algoritmes zo eenvoudig mogelijk</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">owp-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">Maak het opstellen van een verwerkersovereenkomst onderdeel van de aanbesteding als persoonsgegevens worden verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/index.html">owp-15</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/index.html">Maak het leveren van bewijs voor het voldoen aan de vereisten voor algoritmes onderdeel van de beoordeling van een inschrijving.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/index.html">owp-17</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/index.html">Aansprakelijkheidsvoorwaarden van een aanbieder worden beoordeeld in de aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/index.html">owp-20</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/index.html">Vul technische documentatie van aanbieder aan met relevante informatie vanuit de gebruiksverantwoordelijke.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/index.html">owp-22</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/index.html">Bepaal in een aanbesteding of algoritmes van een aanbieder bepalende invloed hebben in een besluit richting personen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/index.html">owp-23</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/index.html">Laat de aanbieder aangeven welke mate van opleiding en ondersteuning bij de implementatie nodig is om de beoogde algoritmes verantwoord te gebruiken.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/index.html">owp-24</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/index.html">Voer een risico-analyse met de aanbieder uit op het gebied van informatiebeveiliging bij een uitbestedingstraject</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">owp-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">Maak vereisten voor algoritmes onderdeel van de Service Level Agreement</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/index.html">owp-27</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/index.html">Maak (contractuele) afspraken over data en artefacten met een aanbieder</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/index.html">pba-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/index.html">Stel vast welke betrokkenen geïnformeerd moeten worden en welke informatie zij nodig hebben.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html">owp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html">Pas uitlegbaarheidstechnieken toe en evalueer en valideer deze.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">imp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">Maak gebruik van een algoritme dat bronvermelding kan genereren bij de output.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/index.html">dat-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/index.html">Controleer de auteursrechten van eigen data</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">dat-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">Gebruik duurzame datacenters</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html">owk-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html">Analyseer de privacy-risico’s en neem maatregelen om deze risico’s laag te houden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">Toets het algoritme op bias</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">imp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">Richt de juiste menselijke controle in van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/index.html">mon-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/index.html">Meten, monitoren en rapporteren van milieu-impact van algoritmes</a></td></tr></tbody></table>
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-<h1 id="fase-4-ontwikkelen">Fase 4: Ontwikkelen</h1>
-<p>Dit is de fase waarin het algoritme wordt ontwikkeld door het ontwikkelteam. 
-Als het gaat om AI-systemen, omvat deze fase het trainen van modellen met behulp van de voorbereide gegevens.
-Als het gaat om algoritmes op basis van rekenregels, betreft dit het implementeren van deze rekenregels in de (ontwikkelomgeving van de) systemen.  </p>
-<p>Het algoritme technisch correct ontwikkelen, inclusief het kunnen begrijpen van de beperkingen ervan, vraagt om een samenspel van expertise vanuit verschillende disciplines. 
-Denk hierbij aan de <abbr title="De proceseigenaar is verantwoordelijk voor de kwaliteit van het proces en de vastlegging daarvan in een processchema">proceseigenaar</abbr>, domeinexperts van het te ondersteunen werkproces, data scientists, data engineer, (privacy)juristen, beleidsmedewerkers en een ethicus. 
-Een voorbeeld hiervan is het beoordelen van de zogenaamde inputvariabelen of rekenregels (die voor een groot deel bepalen hoe een algoritme functioneert) van een machine learning model of algoritme. 
-Deze rollen zijn bijzonder waardevol bij het beoordelen of deze variabelen of rekenregels juridisch zijn toegestaan, ethisch wenselijk zijn, technisch gezien- voldoende significant zijn en of deze van toegevoegde waarde zijn voor gebruikers. 
-Dit multidisciplinaire team kan tijdens de ontwikkeling continu bijsturen, zodat het algoritme op een verantwoorde wijze functioneert en aansluit bij de beoogde doelstellingen.  </p>
-<p>In deze fase is niet alleen het ontwikkelen van een algoritme, maar ook het documenteren van belangrijke afwegingen en het opstellen van technische documentatie van groot belang. 
-Daarnaast zullen tal van (technische) maatregelen moeten worden getroffen zoals de verdere beveiliging van het informatiesysteem of bij de ontsluiting van de output naar gebruikers, het automatische genereren van logs en het inrichten van service en incidentmanagementprocedures.  </p>
-<h2 id="vereisten">Vereisten</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/index.html">aia-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/index.html">Hoog-risico-AI-systemen zijn voorzien van voldoende technische documentatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/index.html">aia-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/index.html">Hoog-risico-AI-systemen loggen automatisch bepaalde gegevens.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html">aia-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html">Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/index.html">aia-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/index.html">Hoog-risico-AI-systemen staan onder menselijk toezicht.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html">aia-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html">Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/index.html">aia-23</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/index.html">Logs voor hoog-risico-AI-systemen worden bewaard door de gebruiksverantwoordelijke.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/index.html">aia-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/index.html">AI-systemen worden zo ontworpen en gebruikt, dat mensen begrijpen wanneer zij met een AI-systeem communiceren en welke content gemaakt is door een AI-systeem.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/index.html">aia-29</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/index.html">AI-modellen voor algemene doeleinden zijn voorzien van voldoende technische documentatie en informatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/index.html">aia-32</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/index.html">AI-modellen voor algemene doeleinden met systeemrisico’s zijn voldoende beveiligd tegen cyberaanvallen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html">aia-33</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html">AI-testomgevingen die persoonsgegevens verwerken, voldoen aan strenge voorwaarden.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-39-beleid-naleven-auteurs-en-naburige-rechten/index.html">aia-29</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-39-beleid-naleven-auteurs-en-naburige-rechten/index.html">Er is beleid opgesteld ter naleving van auteursrechten en naburige rechten door aanbieders van AI-modellen voor algemene doeleinden.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-39-testen/index.html">aia-39</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-39-testen/index.html">Hoog-risico-AI-systemen zijn getest.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/index.html">arc-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/index.html">Informatie over algoritmes wordt in goede, geordende en toegankelijke staat gebracht, bewaard en vernietigd wanneer nodig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/index.html">avg-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/index.html">Persoonsgegevens worden zo min mogelijk verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/index.html">avg-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/index.html">Betrokkenen kunnen een beroep doen op hun privacyrechten.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/index.html">awb-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/index.html">Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr></tbody></table>
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-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">owp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">Beschrijf voor welk doel het algoritme persoonsgegevens gebruikt en waarom dit mag</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html">owp-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html">Bepaal het soort algoritme en de risicogroep en vereisten die hierbij horen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html">owp-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html">Bepaal welke documenten voor hoe lang gearchiveerd moeten worden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">owp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">Maak een Project Startarchitectuur (PSA) voor de ontwikkeling of inkoop van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/index.html">Ontwerp algoritmes zo eenvoudig mogelijk</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/index.html">pba-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/index.html">Stel vast welke betrokkenen geïnformeerd moeten worden en welke informatie zij nodig hebben.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">dat-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">Geef data zoals persoonsgegevens een bewaartermijn met een vernietigingsprocedure</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/index.html">dat-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/index.html">Bescherm persoonsgegevens door data te anonimiseren, pseudonimiseren of te aggregeren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">dat-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">Gebruik duurzame datacenters</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html">dat-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html">Gebruik bij machine learning technieken gescheiden train-, test- en validatiedata en houdt rekening met underfitting en overfitting.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/index.html">dat-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/index.html">Beperk de omvang van datasets voor energie-efficiëntie</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/index.html">owk-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/index.html">Ontwerp en ontwikkel het algoritme volgens de principes van ‘security by design’</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">owk-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">Maak een noodplan voor het stoppen van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html">owk-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html">Analyseer de privacy-risico’s en neem maatregelen om deze risico’s laag te houden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/index.html">owk-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/index.html">Maak logbestanden waarin staat wie wanneer toegang had tot de data en de code</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-05-energiezuinige-programmeermethoden/index.html">owk-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-05-energiezuinige-programmeermethoden/index.html">Kies energiezuinige programmeermethoden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/index.html">owk-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/index.html">Optimaliseer AI-trainingsprocessen voor energie-efficiëntie</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html">Controleer regelmatig of het algoritme werkt zoals het bedoeld is</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">imp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">Spreek af hoe de organisatie omgaat met privacy-verzoeken</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/index.html">mon-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/index.html">Maak back-ups van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">mon-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">Beveilig de software</a></td></tr></tbody></table>
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-<div class="admonition info">
-<p class="admonition-title">Disclaimer</p>
-<p>Het Algoritmekader is nog volop in ontwikkeling. Op deze plek willen we vooral aan de slag gaan op een open en transparante wijze. Het is dus niet definitief. Dat betekent dat er dingen opstaan die niet af zijn en soms zelfs fout. Mocht er iets niet kloppen, laat het ons weten via <a href="https://github.com/MinBZK/Algoritmekader">GitHub</a>.</p>
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diff --git a/pr-preview/pr-496/levenscyclus/organisatieverantwoordelijkheden/index.html b/pr-preview/pr-496/levenscyclus/organisatieverantwoordelijkheden/index.html
deleted file mode 100644
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-<h1 id="fase-0-organisatieverantwoordelijkheden">Fase 0: Organisatieverantwoordelijkheden</h1>
-<p>Voordat je start met de ontwikkeling of het gebruik van een algoritme, zul je moeten zorgen dat je organisatie voldoende ingericht is om algoritmes te gebruiken of te ontwikkelen. 
-In deze fase beschrijven we de randvoorwaarden die je als organisatie moet hebben om aan de slag te gaan. Dit zijn aspecten die je in het ideale geval al regelt voordat je begint aan het gebruik van algoritmes.
-Het zijn ook taken die je voortdurend aandacht zal moeten geven, maar die je niet voor ieder algorite opnieuw hoeft te organiseren. </p>
-<h2 id="vereisten">Vereisten</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/index.html">aia-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/index.html">Personeel en gebruikers zijn voldoende AI-geletterd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/index.html">aia-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/index.html">Verboden AI-systemen mogen niet worden gebruikt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/index.html">aia-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/index.html">Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/index.html">aia-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/index.html">Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/index.html">aia-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/index.html">Als een hoog-risico-AI-systeem niet voldoet aan de AI-verordening, grijpt de aanbieder in.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/index.html">aia-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/index.html">Menselijk toezicht van hoog-risico-AI-systemen wordt uitgevoerd door mensen met voldoende kennis en mogelijkheden.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/index.html">aia-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/index.html">Gebruiksverantwoordelijken controleren de registratie van het hoog-risico AI-systeem in de EU-databank.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/index.html">aia-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/index.html">Mensen over wie besluiten worden genomen door een hoog-risico-AI-systemen, krijgen op verzoek informatie over deze besluiten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html">aia-33</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html">AI-testomgevingen die persoonsgegevens verwerken, voldoen aan strenge voorwaarden.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/index.html">aia-35</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/index.html">Ernstige incidenten door hoog-risico-AI-systemen worden gemeld aan de toezichthouder.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/index.html">aia-36</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/index.html">Klokkenluiders kunnen veilig melden dat een organisatie zich niet houdt aan de AI-verordening.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-37-recht-klacht-indienen-bij-ai-bureau/index.html">aia-37</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-37-recht-klacht-indienen-bij-ai-bureau/index.html">Klachtrecht voor aanbieders verder in AI-waardeketen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/index.html">avg-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/index.html">Betrokkenen kunnen een beroep doen op hun privacyrechten.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/index.html">avg-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/index.html">Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/index.html">bio-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/index.html">Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/index.html">woo-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/index.html">Iedereen kan openbare informatie over algoritmes vinden of aanvragen</a></td></tr></tbody></table>
-
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/index.html">org-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/index.html">Bepaal of er genoeg experts beschikbaar zijn</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/index.html">org-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/index.html">Stel beleid op voor een verantwoorde inzet van algoritmes binnen de organisatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/index.html">org-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/index.html">Maak een plan voor het omgaan met risico’s</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/index.html">org-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/index.html">Zorg voor politiek-bestuurlijk bewustzijn, betrokkenheid, en verantwoordelijkheid.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/index.html">org-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/index.html">Sluit algoritmegovernance aan op bestaande governancestructuren binnen de organisatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/index.html">org-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/index.html">Gebruik een algoritme volwassenheidsmodel om te weten waar de organisatie staat</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-07-intern-toezicht/index.html">org-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-07-intern-toezicht/index.html">Richt een algoritmegovernance in met three lines of defence</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/index.html">org-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/index.html">Maak gebruik van beslismomenten  in de algoritmelevenscyclus</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/index.html">org-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/index.html">Richt algoritmegovernance op basis van de risicoclassificatie van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/index.html">org-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/index.html">Taken en verantwoordelijkheden zijn toebedeeld in de algoritmegovernance</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/index.html">org-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/index.html">Maak afspraken over het beheer van gebruikers</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html">org-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html">Controleer en verbeter regelmatig de kwaliteit van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/index.html">org-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/index.html">Maak afspraken over het beheer van wachtwoorden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/index.html">org-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/index.html">Maak afspraken over het wijzigen van de code</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/index.html">imp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/index.html">Stel een protocol vast voor de situatie dat er (een vermoeden van) discriminatie door een algoritme is geconstateerd en pas dit wanneer nodig toe.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">owp-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">org-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">Pas vastgestelde beleidskaders toe</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">imp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">Spreek af hoe de organisatie omgaat met privacy-verzoeken</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">imp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">Maak een openbaar besluit over de inzet van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">mon-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">Maak een noodplan voor beveiligingsincidenten</a></td></tr></tbody></table>
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-<h1 id="over-de-levenscyclus">Over de levenscyclus</h1>
-<p>Om algoritmes op een verantwoorde manier te gebruiken, zul je op de juiste momenten aandacht moeten hebben voor de juiste onderwerpen en risico's. Van het ontwikkelen van een oplossing, tot het in gebruik nemen van die oplossing en er uiteindelijk weer mee stoppen. Door al in een vroeg stadium aandacht besteden aan bijvoorbeeld een eventuele inbreuk op mensenrechten kan je hier gedurende het hele proces al rekening mee houden. De levenscyclus helpt je om te bepalen wat je wanneer moet doen.</p>
-<div style="float: left; width: 50%;">
-<h2 id="fases-van-de-levenscyclus">Fases van de levenscyclus</h2>
-<ol start="0">
-  <li> <a href="organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></li>
-  <li> <a href="probleemanalyse/">Probleemanalyse</a></li>
-  <li> <a href="ontwerp/">Ontwerp</a></li>
-  <li> <a href="dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></li>
-  <li> <a href="ontwikkelen/">Ontwikkelen</a></li>
-  <li> <a href="verificatie-en-validatie/">Verificatie en validatie</a></li>
-  <li> <a href="implementatie/">Implementeren</a></li>
-  <li> <a href="monitoring-en-beheer/">Monitoring en beheer</a></li>
-  <li> <a href="uitfaseren/">Uitfaseren</a></li>
-</ol>
-
-<h2 id="systeemniveau-en-organisatieniveau">Systeemniveau en organisatieniveau</h2>
-<p>De levenscyclus kent 2 verschillende niveau's: </p>
-<ul>
-<li><strong>organisatieniveau</strong>: Sommige vereisten zijn algemeen en vragen om een organisatiebrede aanpak. Dit gaat bijvoorbeeld om passende processen en risicomanagment in je organisatie. Of het creëeren van bewustzijn en kennis binnen je organisatie. In het ideale geval besteed je hier al aandacht aan voordat je begint met de ontwikkeling of het gebruik van algoritmes. Bij deze fase horen maatregelen die je niet voor ieder systeem opnieuw zal hoeven te bekijken.</li>
-<li><strong>systeemniveau</strong>: Sommige vereisten voor verantwoorde inzet van algoritmes zul je bij ieder algoritme weer opnieuw aandacht moeten geven. Dat geldt bijvoorbeeld voor het beschermen van grondrechten. </li>
-</ul>
-</div>
-<div style="float: right;width: 50%;">
-<pre class="mermaid"><code>  flowchart TD
-      subgraph organisatieniveau [organisatieniveau &amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp]
-        0(0. Organisatieverantwoordelijkheden) --&gt; 1(1. Probleemanalyse);
-        subgraph systeemniveau [systeemniveau &amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp]
-          7(7. Monitoring en beheer) --&gt; 1(1. Probleemanalyse);
-          1(1. Probleemanalyse) --&gt; 2(2. Ontwerp);
-          2(2. Ontwerp) --&gt; 3(3. Dataverkenning en datapreparatie);
-          3(3. Dataverkenning en datapreparatie) --&gt; 4(4. Ontwikkelen);
-          4(4. Ontwikkelen) --&gt; 5(5. Verificatie en validatie);
-          5(5. Verificatie en validatie) --&gt; 6(6. Implementatie);
-          6(6. Implementatie) --&gt; 7(7. Monitoring en beheer);
-          7(7. Monitoring en beheer) -.-&gt; 8(8. Uitfaseren);
-        end
-      end
-      click 0 href "organisatieverantwoordelijkheden"
-      click 1 href "probleemanalyse"
-      click 2 href "ontwerp"
-      click 3 href "dataverkenning-en-datapreparatie"
-      click 4 href "ontwikkelen"
-      click 5 href "verificatie-en-validatie"
-      click 6 href "implementatie"
-      click 7 href "monitoring-en-beheer"
-      click 8 href "uitfaseren"
-      style 0 color:#fff, fill:#1975d2, stroke:#1975d2, text-decoration:underline;
-      style 1 color:#fff, fill:#1975d2, stroke:#1975d2, text-decoration:underline;
-      style 2 color:#fff, fill:#1975d2, stroke:#1975d2, text-decoration:underline;
-      style 3 color:#fff, fill:#1975d2, stroke:#1975d2, text-decoration:underline;
-      style 4 color:#fff, fill:#1975d2, stroke:#1975d2, text-decoration:underline;
-      style 5 color:#fff, fill:#1975d2, stroke:#1975d2, text-decoration:underline;
-      style 6 color:#fff, fill:#1975d2, stroke:#1975d2, text-decoration:underline;
-      style 7 color:#fff, fill:#1975d2, stroke:#1975d2, text-decoration:underline;
-      style 8 color:#fff, fill:#1975d2, stroke:#1975d2, text-decoration:underline;
-      style organisatieniveau fill:transparant</code></pre>
-</div>
-<div style="clear: both;"></div>
-<div class="admonition tip">
-<p class="admonition-title">Tip</p>
-<p>In de praktijk herhaal je soms fases of ga je terug naar een eerdere fase. Mislukt bijvoorbeeld het valideren (fase 5), dan moet je terug naar de ontwerpfase (fase 2) omdat het product nog niet voldoet aan de wensen of vereisten.</p>
-</div>
-<h2 id="andere-levenscyclusmodellen">Andere levenscyclusmodellen</h2>
-<p>De 9 fasen van de levenscyclus zijn gebaseerd op 10 belangrijke levenscyclusmodellen voor het ontwikkelen van AI, zoals:</p>
-<ul>
-<li>CRISP-DM (cross-industry standard process for data mining)</li>
-<li>ASUM-DM (analytics solutions unified method)</li>
-<li>SEMMA (Sample, Explore, Modify, Model, and Assess)</li>
-<li>Microsoft TDSP (Team Data Science Process)</li>
-<li>MDLM (mobile device lifecycle management)</li>
-<li>NIST (National Institute of Standards and Technology)</li>
-<li>ISO/IEC 22989</li>
-</ul>
-<p>Deze 9 fasen passen zo goed mogelijk bij de manier van werken van overheden.
-Het is geen verplicht model. Mogelijk past een ander levenscyclusmodel beter bij jouw organisatie.</p>
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-<h1 id="fase-1-probleemanalyse">Fase 1: Probleemanalyse</h1>
-<p>In deze fase wordt het probleem en de doelstellingen van een opdrachtgever geanalyseerd en beschreven. 
-Er wordt bijvoorbeeld onderzocht welke publieke taak moet worden ondersteund en welke publieke waarden daarbij moeten worden beschermd of juist gerealiseerd. 
-In deze fase wordt onderzocht of het ontwikkelen van een algoritme een geschikt middel is om het doel te realiseren en het probleem op te lossen.
-Dat hangt van verschillende zaken af. </p>
-<p>Hierbij kan worden gedacht aan de middelen (capaciteit en financiële middelen) die nodig zijn om algoritmen op een verantwoorde wijze te ontwikkelen, de complexiteit van de oplossing, het in beeld brengen van de verwachte risico's (hoog over), een eerste beeld krijgen bij wat voor data nodig zijn en het in kaart brengen en beleggen van de verschillende verantwoordelijkheden. 
-Daarnaast is het van belang om het beleid met betrekking tot de inzet van algoritme een organisatie te raadplegen.  </p>
-<p>Er zal een conclusie moeten volgen of de ontwikkeling van een algoritme passend is. 
-Deze fase wordt doorgaans afgerond met een akkoord van de (gemandateerd) verantwoordelijk(en)/opdrachtgever om een algoritme te ontwikkelen. 
-Een vastgestelde business case of plan van aanpak vormen veelal de basis om de ontwerpfase te starten met de benodigde experts. </p>
-<h2 id="vereisten">Vereisten</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/index.html">aia-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/index.html">Verboden AI-systemen mogen niet worden gebruikt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html">grw-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html">Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr></tbody></table>
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-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/index.html">pba-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/index.html">Beschrijf het probleem dat het algoritme moet oplossen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/index.html">pba-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/index.html">Beschrijf het doel van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/index.html">pba-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/index.html">Beschrijf waarom een algoritme het probleem moet oplossen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/index.html">pba-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/index.html">Overleg regelmatig met belanghebbenden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/index.html">pba-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/index.html">Beschrijf de wettelijke grondslag voor de inzet van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">owp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">Inventariseer welke grondrechten het algoritme kan schenden en maak een belangenafweging</a></td></tr></tbody></table>
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-<p>Het Algoritmekader is nog volop in ontwikkeling. Op deze plek willen we vooral aan de slag gaan op een open en transparante wijze. Het is dus niet definitief. Dat betekent dat er dingen opstaan die niet af zijn en soms zelfs fout. Mocht er iets niet kloppen, laat het ons weten via <a href="https://github.com/MinBZK/Algoritmekader">GitHub</a>.</p>
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-Hiermee wordt ervoor gezocht dat later kan worden gereconstrueerd hoe het algoritme heeft gefunctioneerd en dat gebruikers er geen gebruik meer van kunnen maken.  </p>
-<p>Archiveren betekent dat documentatie en eventuele relevante artefacten (zoals logbestanden en de parameters van het model) worden bewaard voor een bepaalde periode. 
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-<p>Bij uitfaseren wordt het algoritme verwijderd uit de productieomgeving en, na archivering, wordt de <abbr title="data die worden gebruikt voor het trainen van een AI-systeem door de leerbare parameters hiervan aan te passen">trainingsdata</abbr> uit de ontwikkelomgeving verwijderd. 
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-<h2 id="vereisten">Vereisten</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/index.html">aia-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/index.html">Documentatie over hoog-risico-AI-systemen wordt 10 jaar bewaard door de aanbieder.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/index.html">aia-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/index.html">Logs van hoog-risico-AI-systemen worden zes maanden bewaard door de aanbieder.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/index.html">arc-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/index.html">Informatie over algoritmes wordt in goede, geordende en toegankelijke staat gebracht, bewaard en vernietigd wanneer nodig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/index.html">avg-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/index.html">Persoonsgegevens worden zo kort mogelijk bewaard.</a></td></tr></tbody></table>
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-<h1 id="fase-5-verificatie-en-validatie">Fase 5: Verificatie en validatie</h1>
-<p>Bij de verificatie en validatie van het algoritme dient bepaald te worden of het algoritme gebouwd is volgens de (technische) specificaties en voldoet aan de beoogde doelstellingen. 
-Hiervoor moeten technische, maar ook organisatorische maatregelen worden getroffen.  </p>
-<p>Bij verificatie kan worden gedacht aan het (laten) controleren of het algoritme voldoet aan de (technische) specificaties, bijvoorbeeld door een interne of externe audit of in de toekomst een <abbr title="Het proces waarbij de naleving wordt aangetoond van de voorschriften van hoofdstuk III, afdeling 2 van de AI-Verordening in verband met een AI-systeem met een hoog risico">conformiteitsbeoordeling</abbr> voor hoog risico AI-systemen. 
-Hiermee kan (onafhankelijk) worden vastgesteld of het systeem voldoet aan de vereisten die organisaties daaraan stellen. 
-Op basis van bevindingen uit een audit of <abbr title="Het proces waarbij de naleving wordt aangetoond van de voorschriften van hoofdstuk III, afdeling 2 van de AI-Verordening in verband met een AI-systeem met een hoog risico">conformiteitsbeoordeling</abbr>, is het denkbaar dat het ontwikkelteam nog bepaalde maatregelen moet treffen om te voldoen aan de specificaties. </p>
-<p>Bij het valideren van een algoritme moet worden bepaald of het goed genoeg presteert en of het geschikt is voor het beoogde doel van het systeem. 
-Wanneer het een AI-systeem betreft, is het belangrijk dat dit gevalideerd wordt op nieuwe, niet eerder geziene data. 
-Het valideren betreft het iteratief evalueren van de nauwkeurigheid en prestaties van het systeem. 
-Daarnaast is het ook belangrijk om te valideren of het algoritme gelijke prestaties toont voor verschillende groepen en om te testen hoe het algoritme presteert in uitzonderlijke gevallen. 
-Het is net als in de ontwerpfase belangrijk dat een multidisciplinair team beoordeelt of de werking passend en bijvoorbeeld non-discriminatoir is. 
-In het geval van impactvolle algoritmen of hoog risico AI-systemen, is het raadzaam om een onafhankelijke commissie of partij te betrekken die een advies geeft over de werking van het algoritme of AI-systeem.  </p>
-<p>In praktijk zal vaak na validatie weer worden teruggegaan naar de ontwikkelfase om prestaties van het model te verbeteren voorafgaand aan implementatie van de oplossing. 
-Het is ook denkbaar dat het algoritme onvoldoende aansluit bij de doelstellingen en het gebruik ervan moet wordt beëindigd. 
-Een andere conclusie kan zijn dat het presteert conform verwachting en naar de implementatiefase kan worden gegaan.  </p>
-<h2 id="vereisten">Vereisten</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/index.html">aia-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/index.html">Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/index.html">aia-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/index.html">Hoog-risico-AI-systemen zijn voorzien van voldoende technische documentatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/index.html">aia-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/index.html">Hoog-risico-AI-systemen worden pas geleverd of gebruikt na een conformiteitsbeoordelingsprocedure.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/index.html">aia-15</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/index.html">Hoog-risico-AI-systemen zijn voorzien van een EU-conformiteitsverklaring.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/index.html">aia-27</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/index.html">Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/index.html">aia-30</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/index.html">Aanbieders van AI-modellen voor algemene doeleinden met een systeemrisico treffen extra maatregelen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-39-testen/index.html">aia-39</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-39-testen/index.html">Hoog-risico-AI-systemen zijn getest.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/index.html">avg-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/index.html">Een gegevensbeschermingseffectbeoordeling (DPIA) is verplicht, indien een verwerking van persoonsgegevens waarschijnlijk een hoog risico inhoudt voor de rechten en vrijheden van natuurlijke personen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/index.html">awb-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/index.html">Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html">grw-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html">Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/index.html">grw-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/index.html">Algoritmes discrimineren niet</a></td></tr></tbody></table>
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-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">owp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">Beschrijf voor welk doel het algoritme persoonsgegevens gebruikt en waarom dit mag</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">owp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">Inventariseer welke grondrechten het algoritme kan schenden en maak een belangenafweging</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">owp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">Maak een Project Startarchitectuur (PSA) voor de ontwikkeling of inkoop van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/index.html">owp-16</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/index.html">Laat aanbieder(s) bewijs leveren dat de door hen ontwikkelde algoritmes geen inbreuk maken op de auteursrechten van derden met de trainingsdata en de output.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">imp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">Maak gebruik van een algoritme dat bronvermelding kan genereren bij de output.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html">Controleer regelmatig of het algoritme werkt zoals het bedoeld is</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">Toets het algoritme op bias</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html">ver-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html">Controleer regelmatig of het algoritme voldoet aan alle wetten en regels en het eigen beleid</a></td></tr></tbody></table>
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-  <h1>Bias en non-discriminatie</h1>
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-<p>Algoritmes worden binnen de overheid veelvuldig ingezet om publieke taken uit te voeren. Dit biedt veel kansen, maar er zijn ook risico's aan verbonden.
-Hoewel algoritmes in sommige gevallen kunnen bijdragen aan het tegengaan van discriminatie, kan bias in het algoritme leiden tot een ongelijke en oneerlijke behandeling van burgers of groepen, en kan er sprake zijn van discriminerende effecten. 
-In dit bouwblok van het algoritmekader besteden we aandacht aan de onderwerpen bias, eerlijkheid en non-discriminatie. 
-We werken uit wat bias is, hoe bias kan ontstaan, hoe we dit kunnen signaleren, welke maatregelen er genomen kunnen worden om dit te voorkomen en geven we handvatten wat te doen wanneer een (onwenselijke) bias is gesignaleerd. </p>
-<p>Hierbij is het goed om op te merken dat het omgaan met het thema bias gedurende het ontwikkelen, inkopen of gebruik van het algoritme vraagt om continue aandacht voor dit onderwerp. 
-Het betreft geen probleem dat eenmalig kan worden weggenomen. Het vraagt voortdurend om reflectie op eerlijkheid en rechtvaardigheid van het systeem. </p>
-<p>Dit bouwblok wordt uitgewerkt in vereisten die weergeven wat er vanuit wet- en regelgeving en bestaande toetsingskaders vereist is om bias en discriminatie tegen te gaan. 
-Daarbij worden er suggesties gedaan hoe deze vereisten kunnen worden nageleefd met concrete maatregelen, en welke actoren daarbij betrokken kunnen zijn. 
-Waar mogelijk worden concrete voorbeelden en best practices uit de praktijk gegeven en zal worden aangegeven bij welk type algoritmen of AI dit relevant is.
-Deze vereisten en maatregelen worden ook gekoppeld aan de algoritme levenscyclus. 
-Dit geeft een beeld van wanneer bepaalde vereisten of maatregelen, bij het ontwikkelen van algoritmen en AI, moeten worden geadresseerd.   </p>
-<p>Door bij de ontwikkeling van algoritmes rekening te houden met vereisten die voorkomen uit wet- en regelgeving, het type algoritme of AI en de potentiële risico’s die ontstaan bij het gebruiken ervan, kunnen negatieve gevolgen worden voorkomen. </p>
-<p>De onderwerpen bias en non-discriminatie spelen daarom een belangrijke rol bij de totstandkoming van verantwoord ontwikkelde algoritmen en AI en het gebruik daarvan door ambtenaren. </p>
-<h2 id="wat-is-discriminatie-en-bias">Wat is discriminatie en bias?</h2>
-<h3 id="discriminatie">Discriminatie</h3>
-<p><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0001840&amp;hoofdstuk=1&amp;artikel=1&amp;z=2023-02-22&amp;g=2023-02-22">Artikel 1 van de Nederlandse Grondwet</a> verbiedt discriminatie: </p>
-<blockquote>
-<p>Allen die zich in Nederland bevinden, worden in gelijke gevallen gelijk behandeld. Discriminatie wegens godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, handicap, seksuele gerichtheid of op welke grond dan ook, is niet toegestaan. </p>
-</blockquote>
-<p>De prominente positie in de Grondwet benadrukt het belang van het mensenrecht in Nederland. 
-De afgelopen jaren hebben incidenten in de praktijk de aandacht gericht op de discriminatoire effecten die algoritmes kunnen hebben.</p>
-<h3 id="bias">Bias</h3>
-<p><em>Bias</em> is een Engelse term die in het Nederlands wordt vertaald als vooroordeel, vooringenomenheid of neiging. 
-Omdat niet één van die termen helemaal de lading van het begrip <em>bias</em> dekt, maken we in het Algoritmekader gebruik van de term <em>bias</em>. 
-De term <em>bias</em> heeft verschillende betekenissen afhankelijk van de context waarin het gebruikt wordt en de disciplines die daarbij betrokken zijn. 
-Vaak wordt er naar bias gekeken als een technisch concept, maar het omvat daarnaast ook menselijke aspecten. 
-We starten met een verduidelijking hoe het begrip bias in algoritmische context gebruikt wordt en hoe dit in verhouding staat tot discriminatie. 
-Vervolgens maken we onderscheid tussen drie verschillende aspecten van bias: statistische bias, systemische bias en menselijke bias. 
-Deze drie aspecten van bias kunnen los van elkaar bestaan, maar kunnen juist in combinatie met elkaar tot problemen leiden. </p>
-<h4 id="bias-in-algoritmische-context">Bias in algoritmische context</h4>
-<p>Het concept bias wordt in algoritmische context gedefinieerd als <em>een systematisch verschil in behandeling van bepaalde objecten, mensen of groepen in vergelijking met anderen</em>.<sup id="fnref:2"><a class="footnote-ref" href="#fn:2">1</a></sup></p>
-<p>Dit systematische verschil of onderscheid kan zowel op een directe als op een indirecte manier ontstaan. </p>
-<blockquote>
-<p>De <a href="https://wetten.overheid.nl/BWBR0006502/2020-01-01">Algemene wet gelijke behandeling</a> spreekt van <strong><abbr title="Indien een persoon op een andere wijze wordt behandeld dan een ander in een vergelijkbare situatie wordt, is of zou worden behandeld, op grond van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat;">direct onderscheid</abbr></strong> wanneer <em>een persoon op een andere wijze wordt behandeld dan een ander in een vergelijkbare situatie wordt, is of zou worden behandeld, op grond van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid <sup id="fnref4:6"><a class="footnote-ref" href="#fn:6">2</a></sup> of burgerlijke staat</em>.</p>
-<p>De <a href="https://wetten.overheid.nl/BWBR0006502/2020-01-01">Algemene wet gelijke behandeling</a> spreekt van <strong><abbr title="Indien een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaalde godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat in vergelijking met andere personen bijzonder treft.">indirect onderscheid</abbr></strong> indien <em>een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaalde godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid <sup id="fnref5:6"><a class="footnote-ref" href="#fn:6">2</a></sup> of burgerlijke staat in vergelijking met andere personen bijzonder treft</em>. </p>
-</blockquote>
-<p>Een geconstateerd systematische onderscheid is niet altijd fout en is niet altijd verboden, maar het vraagt wel altijd om aandacht en zorgvuldigheid. 
-Het geconstateerde onderscheid kan in bepaalde situaties en onder bepaalde strikte voorwaarden gerechtvaardigd zijn. 
-Voor <abbr title="Indien een persoon op een andere wijze wordt behandeld dan een ander in een vergelijkbare situatie wordt, is of zou worden behandeld, op grond van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat;">direct onderscheid</abbr> kan er bijvoorbeeld sprake zijn van een wettelijke uitzondering die het gemaakte onderscheid toelaat. 
-Voor <abbr title="Indien een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaalde godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat in vergelijking met andere personen bijzonder treft.">indirect onderscheid</abbr> geldt dat behalve een wettelijke uitzondering er ook een <abbr title="Van een objectieve rechtvaardiging voor onderscheid is sprake wanneer onderscheid een legitiem doel nastreeft en er een redelijke relatie van evenredigheid bestaat tussen het gemaakte onderscheid en het nagestreefde doel.">objectieve rechtvaardiging</abbr> kan bestaan, waarmee het geconstateerde onderscheid in bepaalde gevallen toelaatbaar kan zijn. </p>
-<p>Het maken van een eventueel onderscheid is in sommige gevallen nauw verbonden met het gebruik van algoritmes. 
-Soms worden algoritmes en AI bijvoorbeeld juist ingezet om op een zo objectief mogelijke manier te bepalen welke groepen meer of minder belang hebben bij een andere behandeling. 
-In deze gevallen zal er altijd na moeten worden gegaan of er sprake is van een <abbr title="Van een objectieve rechtvaardiging voor onderscheid is sprake wanneer onderscheid een legitiem doel nastreeft en er een redelijke relatie van evenredigheid bestaat tussen het gemaakte onderscheid en het nagestreefde doel.">objectieve rechtvaardiging</abbr> voor het gemaakte onderscheid.</p>
-<p>Wanneer er geen rechtvaardiging is voor het gemaakte onderscheid, spreken we van een verboden direct of <abbr title="Indien een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaalde godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat in vergelijking met andere personen bijzonder treft.">indirect onderscheid</abbr>, ofwel discriminatie. 
-Het algoritme of AI-systeem mag in dat geval niet gebruikt worden.
-Bias vormt daarmee een risico op discriminatie.</p>
-<h5 id="fairness">Fairness</h5>
-<p>In de context van algoritmes wordt de term <em>unfairness</em> gebruikt wanneer er sprake is van een ongerechtvaardigd onderscheid waarbij bepaalde groepen meer bevoordeeld worden dan andere.<sup id="fnref:5"><a class="footnote-ref" href="#fn:5">3</a></sup> 
-In de Nederlandse taal spreken we dan van oneerlijkheid of onrechtvaardigheid (of in positieve zin van respectievelijk fairness, eerlijkheid en rechtvaardigheid). 
-Wanneer we het hebben over fairness hebben we het minder over de juridische kant van discriminatie en verboden onderscheid. 
-Ook als er wel een <abbr title="Van een objectieve rechtvaardiging voor onderscheid is sprake wanneer onderscheid een legitiem doel nastreeft en er een redelijke relatie van evenredigheid bestaat tussen het gemaakte onderscheid en het nagestreefde doel.">objectieve rechtvaardiging</abbr> bestaat voor een gemaakt onderscheid, kan afgevraagd worden of het gemaakte onderscheid ethisch wenselijk is. </p>
-<h4 id="statistische-bias">Statistische bias</h4>
-<p>Statistische bias wordt gedefinieerd als <em>een consistente numerieke afwijking van een schatting ten opzichte van de werkelijke onderliggende waarde</em>.<sup id="fnref2:2"><a class="footnote-ref" href="#fn:2">1</a></sup>
-Dit fenomeen kan in allerlei verschillende contexten plaatsvinden, niet alleen bij het gebruik van algoritmes. 
-Een voorbeeld is wanneer een bepaalde meting van een waarde niet goed gekalibreerd is en er sprake is van een consistente afwijking van de te meten waarde (bijvoorbeeld dat we consistent 10% hoger meten). </p>
-<p>In de context van algoritmes kan deze vorm van bias voorkomen wanneer er een steekproef wordt gebruikt die niet representatief is voor de populatie, en de schattingen op basis van de steekproef vervolgens systematisch afwijken van de werkelijke waarde in de gebruikte doelpopulatie.
-Statistische bias duidt op een systematische fout die gemaakt wordt door het algoritme. 
-Deze fout kan hetzelfde zijn voor alle groepen en hoeft daardoor niet in alle gevallen te duiden op ongelijke behandeling of discriminerende effecten. 
-Voorbeelden van statistische bias zijn meetfouten (measurement bias), foute data of data op een te simpele manier representeren (representatie bias).</p>
-<h4 id="systemische-bias">Systemische bias</h4>
-<p>We spreken van systemische bias wanneer bepaalde processen of systemen op zo'n wijze worden gebruikt dat bepaalde groepen bevoordeeld worden en andere groepen benadeeld worden.
-Dit is vaak geen bewuste vorm van vooringenomenheid, maar kan bijvoorbeeld ontstaan doordat de meerderheid bestaande regels of normen volgt, en het systeem geoptimaliseerd is op de meerderheid.
-Systemische bias heeft een sterk institutioneel karakter. Systemische bias wordt daarom ook wel institutionele vooringenomenheid genoemd. 
-Deze vooroordelen zijn vaak verweven in de bredere cultuur en samenleving, en zitten daardoor ook in veel datasets. 
-Een veel voorkomend voorbeeld van systemische bias is historische bias. </p>
-<h4 id="menselijke-bias">Menselijke bias</h4>
-<p>Menselijke bias omvat systematische fouten in het menselijk denken. 
-Deze (onbewuste) menselijke vooroordelen zijn vaak impliciet van aard en hebben betrekking op de manier waarop een individu bepaalde informatie waarneemt en verwerkt om bijvoorbeeld een beslissing te nemen. 
-In de context van algoritmes kan deze vorm van bias invloed hebben op de verzamelde data, op de wijze waarop het algoritme wordt geoptimaliseerd en de besluiten die door mensen worden genomen op basis van het algoritme.
-Voorbeelden van vormen menselijke bias zijn wanneer er voorkeur wordt geven aan de voorspellingen van een algoritme die reeds bestaande overtuigingen bevestigen (bevestigingsbias), of wanneer mensen de neiging hebben om voorkeur te geven aan suggesties die door het algoritme worden gedaan (automatiseringsbias)</p>
-<h2 id="overzicht-van-gebruikte-definities">Overzicht van gebruikte definities</h2>
-<p>Onderstaand bieden we een overzicht van de gebruikte definities in het algoritmekader die betrekking hebben op het onderwerp bias en non-discriminatie. </p>
-<table>
-<thead>
-<tr>
-<th>Term of begrip</th>
-<th>Definitie</th>
-<th>Bron</th>
-</tr>
-</thead>
-<tbody>
-<tr>
-<td><abbr title="Indien een persoon op een andere wijze wordt behandeld dan een ander in een vergelijkbare situatie wordt, is of zou worden behandeld, op grond van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat;">direct onderscheid</abbr></td>
-<td>indien een persoon op een andere wijze wordt behandeld dan een ander in een vergelijkbare situatie wordt, is of zou worden behandeld, op grond van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid<sup id="fnref3:6"><a class="footnote-ref" href="#fn:6">2</a></sup> of burgerlijke staat</td>
-<td><a href="https://wetten.overheid.nl/BWBR0006502/2020-01-01">Algemene wet gelijke behandeling</a></td>
-</tr>
-<tr>
-<td><abbr title="Indien een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaalde godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat in vergelijking met andere personen bijzonder treft.">indirect onderscheid</abbr></td>
-<td>indien een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaalde godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid<sup id="fnref2:6"><a class="footnote-ref" href="#fn:6">2</a></sup> of burgerlijke staat in vergelijking met andere personen bijzonder treft.</td>
-<td><a href="https://wetten.overheid.nl/BWBR0006502/2020-01-01">Algemene wet gelijke behandeling</a></td>
-</tr>
-<tr>
-<td>discriminatie</td>
-<td>mensen anders behandelen, achterstellen of uitsluiten op basis van (persoonlijke) kenmerken.</td>
-<td><a href="https://www.mensenrechten.nl/mensenrechten-voor-jou/discriminatie-en-gelijke-behandeling/wat-is-discriminatie">College voor de rechten van de mens</a></td>
-</tr>
-<tr>
-<td><abbr title="De ongelijke behandeling van een persoon of groep personen ten opzichte van andere personen in een vergelijkbare situatie, op grond van een beschermd persoonskenmerk (discriminatiegrond).">directe discriminatie</abbr></td>
-<td>de ongelijke behandeling van een persoon of groep personen ten opzichte van andere personen in een vergelijkbare situatie, op grond van een beschermd persoonskenmerk (<abbr title="Beschermde persoonskenmerken op basis waarvan het maken van onderscheid tussen personen verboden is. Bijvoorbeeld: ras, nationaliteit, religie, geslacht, seksuele gerichtheid, handicap of chronische ziekte.">discriminatiegrond</abbr>).</td>
-<td><a href="https://publicaties.mensenrechten.nl/publicatie/61a734e65d726f72c45f9dce">College voor de rechten van de mens, Discriminatie door risicoprofielen - een mensenrechtelijk toetsingskader</a></td>
-</tr>
-<tr>
-<td><abbr title="Wanneer een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaald beschermd persoonskenmerk (discriminatiegrond) in vergelijking met andere personen in het bijzonder benadeelt, tenzij hiervoor een objectieve rechtvaardiging bestaat.">indirecte discriminatie</abbr></td>
-<td>wanneer een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaald beschermd persoonskenmerk (<abbr title="Beschermde persoonskenmerken op basis waarvan het maken van onderscheid tussen personen verboden is. Bijvoorbeeld: ras, nationaliteit, religie, geslacht, seksuele gerichtheid, handicap of chronische ziekte.">discriminatiegrond</abbr>) in vergelijking met andere personen in het bijzonder benadeelt, tenzij hiervoor een <abbr title="Van een objectieve rechtvaardiging voor onderscheid is sprake wanneer onderscheid een legitiem doel nastreeft en er een redelijke relatie van evenredigheid bestaat tussen het gemaakte onderscheid en het nagestreefde doel.">objectieve rechtvaardiging</abbr> bestaat.</td>
-<td><a href="https://publicaties.mensenrechten.nl/publicatie/61a734e65d726f72c45f9dce">College voor de rechten van de mens, Discriminatie door risicoprofielen - een mensenrechtelijk toetsingskader</a></td>
-</tr>
-<tr>
-<td>algoritmische fairness</td>
-<td>het vakgebied dat bestudeert hoe algoritmische systemen zich moeten gedragen om mensen eerlijk te behandelen, dat wil zeggen zonder discriminatie op grond van beschermde gevoelige kenmerken zoals leeftijd, geslacht, handicap, etnische of raciale afkomst, religie of geloofsovertuiging, of seksuele geaardheid</td>
-<td><a href="https://openresearch.amsterdam/en/media/inline/2022/7/14/fairness_handbook.pdf">The fairness handbook</a></td>
-</tr>
-<tr>
-<td>ground truth (NL vertaling?)</td>
-<td>waarde van de doelvariabele voor een bepaald item van gelabelde invoergegevens. <sup id="fnref:4"><a class="footnote-ref" href="#fn:4">5</a></sup></td>
-<td><a href="https://www.nen.nl/nen-en-iso-iec-22989-2023-en-312642">NEN-EN-ISO/IEC 22989:2023 en</a> <sup id="fnref8:3"><a class="footnote-ref" href="#fn:3">4</a></sup></td>
-</tr>
-<tr>
-<td><abbr title="Het gebruik door overheidsinstanties van selectiecriteria als ras, huidskleur, taal, religie, nationaliteit of nationale of etnische afkomst bij de uitoefening van toezichts-, handhavings- en opsporingsbevoegdheden, zonder dat daarvoor een objectieve en redelijke rechtvaardiging bestaat">etnisch profileren</abbr></td>
-<td>Het gebruik door overheidsinstanties van selectiecriteria als ras, huidskleur, taal, religie, nationaliteit of nationale of etnische afkomst bij de uitoefening van toezichts-, handhavings- en opsporingsbevoegdheden, zonder dat daarvoor een objectieve en redelijke rechtvaardiging bestaat.</td>
-<td><a href="https://publicaties.mensenrechten.nl/publicatie/61a734e65d726f72c45f9dce">College voor de rechten van de mens, Discriminatie door risicoprofielen - een mensenrechtelijk toetsingskader</a></td>
-</tr>
-<tr>
-<td><abbr title="Beschermde persoonskenmerken op basis waarvan het maken van onderscheid tussen personen verboden is. Bijvoorbeeld: ras, nationaliteit, religie, geslacht, seksuele gerichtheid, handicap of chronische ziekte.">discriminatiegrond</abbr></td>
-<td>Beschermde persoonskenmerken op basis waarvan het maken van onderscheid tussen personen verboden is. Bijvoorbeeld: ras, nationaliteit, religie, geslacht, seksuele gerichtheid, handicap of chronische ziekte</td>
-<td><a href="https://publicaties.mensenrechten.nl/publicatie/61a734e65d726f72c45f9dce">College voor de rechten van de mens, Discriminatie door risicoprofielen - een mensenrechtelijk toetsingskader</a></td>
-</tr>
-<tr>
-<td>risicoprofiel</td>
-<td>Een verzameling van één of meer selectiecriteria op basis waarvan een bepaald risico op normovertreding wordt ingeschat en een selectiebeslissing wordt gemaakt.</td>
-<td><a href="https://publicaties.mensenrechten.nl/publicatie/61a734e65d726f72c45f9dce">College voor de rechten van de mens, Discriminatie door risicoprofielen - een mensenrechtelijk toetsingskader</a></td>
-</tr>
-<tr>
-<td>groep</td>
-<td>deelverzameling van objecten in een domein die zijn gekoppeld omdat ze gemeenschappelijke kenmerken hebben.</td>
-<td><a href="https://www.nen.nl/iso-iec-tr-24027-2021-en-289193">ISO/IEC TR 24027:2021 en</a> <sup id="fnref7:3"><a class="footnote-ref" href="#fn:3">4</a></sup></td>
-</tr>
-</tbody>
-</table>
-<h3 id="verschillende-vormen-van-bias">Verschillende vormen van bias</h3>
-<p>Omdat bias op verschillende manieren kan ontstaan, zijn er allerlei verschillende vormen van bias, die hieronder gedefinieerd worden. Deze lijst is niet uitputtend. </p>
-<table>
-<thead>
-<tr>
-<th>Begrip</th>
-<th>Definitie</th>
-<th>Bron</th>
-</tr>
-</thead>
-<tbody>
-<tr>
-<td>automatiseringsbias</td>
-<td>de neiging van mensen om de voorkeur te geven aan suggesties van geautomatiseerde besluitvormingssystemen en om tegenstrijdige informatie te negeren die zonder automatisering is verkregen, zelfs als deze correct is</td>
-<td><a href="https://www.nen.nl/iso-iec-tr-24027-2021-en-289193">ISO/IEC TR 24027:2021 en</a> <sup id="fnref6:3"><a class="footnote-ref" href="#fn:3">4</a></sup></td>
-</tr>
-<tr>
-<td>data bias</td>
-<td>dataeigenschappen die, als ze niet worden aangepakt, leiden tot AI-systemen die beter of slechter presteren voor verschillende groepen</td>
-<td><a href="https://www.nen.nl/iso-iec-tr-24027-2021-en-289193">ISO/IEC TR 24027:2021 en</a> <sup id="fnref5:3"><a class="footnote-ref" href="#fn:3">4</a></sup></td>
-</tr>
-<tr>
-<td>statistische bias</td>
-<td>soort consistente numerieke afwijking in een schatting ten opzichte van de werkelijke onderliggende waarde, inherent aan de meeste schattingen</td>
-<td><a href="https://www.nen.nl/iso-iec-tr-24027-2021-en-289193">ISO/IEC TR 24027:2021 en</a> <sup id="fnref4:3"><a class="footnote-ref" href="#fn:3">4</a></sup></td>
-</tr>
-<tr>
-<td>historische bias</td>
-<td>verwijzend naar de langdurige vooroordelen die in de loop der tijd in de samenleving zijn gecodeerd. Verwant aan, maar verschillend van, vooroordelen in historische beschrijving, of de interpretatie, analyse en verklaring van de geschiedenis. Een veel voorkomend voorbeeld van historische vooringenomenheid is de neiging om de wereld te bekijken vanuit een Westers of Europees perspectief</td>
-<td><a href="https://www.nist.gov/publications/towards-standard-identifying-and-managing-bias-artificial-intelligence">NIST, Towards a Standard for identifying and managing bias in artificial intelligence</a></td>
-</tr>
-<tr>
-<td>activiteitenbias</td>
-<td>een soort selectievooroordeel dat optreedt wanneer systemen/platforms hun trainingsgegevens krijgen van de meest actieve gebruikers, in plaats van minder actieve (of inactieve) gebruikers.</td>
-<td><a href="https://www.nist.gov/publications/towards-standard-identifying-and-managing-bias-artificial-intelligence">NIST, Towards a Standard for identifying and managing bias in artificial intelligence</a></td>
-</tr>
-<tr>
-<td>versterkingsbias</td>
-<td>ontstaat wanneer de verdeling over voorspellingsoutputs scheef is in vergelijking met de prior-verdeling van het voorspellingsdoel.</td>
-<td><a href="https://www.nist.gov/publications/towards-standard-identifying-and-managing-bias-artificial-intelligence">NIST, Towards a Standard for identifying and managing bias in artificial intelligence</a></td>
-</tr>
-<tr>
-<td>cognitieve bias</td>
-<td>een brede term die in het algemeen verwijst naar een systematisch patroon van afwijking van rationele oordeels- en besluitvorming. In vele decennia van onderzoek naar oordeelsvorming en besluitvorming is een grote verscheidenheid aan cognitieve vertekeningen geïdentificeerd, waarvan sommige adaptieve mentale snelkoppelingen zijn die bekend staan als heuristieken.</td>
-<td><a href="https://www.nist.gov/publications/towards-standard-identifying-and-managing-bias-artificial-intelligence">NIST, Towards a Standard for identifying and managing bias in artificial intelligence</a></td>
-</tr>
-<tr>
-<td>bevestigingsbias</td>
-<td>soort menselijke cognitieve bias die de voorkeur geeft aan voorspellingen van AI-systemen die reeds bestaande overtuigingen of hypotheses bevestigen</td>
-<td><a href="https://www.nen.nl/iso-iec-tr-24027-2021-en-289193">ISO/IEC TR 24027:2021 en</a> <sup id="fnref3:3"><a class="footnote-ref" href="#fn:3">4</a></sup></td>
-</tr>
-<tr>
-<td>implementatie bias</td>
-<td>ontstaat wanneer systemen worden gebruikt als beslissingshulp voor mensen, omdat de menselijke tussenpersoon kan handelen op voorspellingen op manieren die meestal niet zijn gemodelleerd in het systeem. Het zijn echter nog steeds individuen die het gebruikte systeem gebruiken</td>
-<td><a href="https://www.nist.gov/publications/towards-standard-identifying-and-managing-bias-artificial-intelligence">NIST, Towards a Standard for identifying and managing bias in artificial intelligence</a></td>
-</tr>
-<tr>
-<td>evaluatie bias</td>
-<td>ontstaat wanneer de test- of externe benchmarkpopulaties niet in gelijke mate de verschillende delen van de gebruikerspopulatie vertegenwoordigen of door het gebruik van prestatiemaatstaven die niet geschikt zijn voor de manier waarop het model zal worden gebruikt</td>
-<td><a href="https://www.nist.gov/publications/towards-standard-identifying-and-managing-bias-artificial-intelligence">NIST, Towards a Standard for identifying and managing bias in artificial intelligence</a></td>
-</tr>
-<tr>
-<td>meetbias</td>
-<td>ontstaat wanneer kenmerken en labels benaderingen zijn voor gewenste grootheden, waarbij mogelijk belangrijke factoren worden weggelaten of groeps- of ingangsafhankelijke ruis wordt geïntroduceerd die leidt tot differentiële prestaties.</td>
-<td><a href="https://www.nist.gov/publications/towards-standard-identifying-and-managing-bias-artificial-intelligence">NIST, Towards a Standard for identifying and managing bias in artificial intelligence</a></td>
-</tr>
-<tr>
-<td>representatie bias</td>
-<td>ontstaat doordat subgroepen niet willekeurig worden geselecteerd in een steekproef, waardoor trends die voor één populatie worden geschat, niet generaliseerbaar zijn naar gegevens van een nieuwe populatie</td>
-<td><a href="https://www.nist.gov/publications/towards-standard-identifying-and-managing-bias-artificial-intelligence">NIST, Towards a Standard for identifying and managing bias in artificial intelligence</a></td>
-</tr>
-</tbody>
-</table>
-<h3 id="discriminatiegrond">Discriminatiegrond</h3>
-<p>De <abbr title="Beschermde persoonskenmerken op basis waarvan het maken van onderscheid tussen personen verboden is. Bijvoorbeeld: ras, nationaliteit, religie, geslacht, seksuele gerichtheid, handicap of chronische ziekte.">discriminatiegrond</abbr> beschrijft de beschermde persoonskenmerken op basis waarvan het maken van onderscheid tussen personen verboden is. Deze gronden zijn in verschillende bronnen vastgelegd. </p>
-<h4 id="de-grondwet">De grondwet</h4>
-<p>De <a href="https://wetten.overheid.nl/BWBR0001840/2023-02-22">Grondwet</a> stelt dat discriminatie wegens:</p>
-<ul>
-<li>godsdienst </li>
-<li>levensovertuiging </li>
-<li>politieke gezindheid </li>
-<li>ras </li>
-<li>geslacht </li>
-<li>handicap</li>
-<li>seksuele gerichtheid</li>
-<li>of op welke grond dan ook</li>
-</ul>
-<p>niet is toegestaan. </p>
-<h4 id="de-algemene-wet-gelijke-behandeling">De Algemene wet gelijke behandeling</h4>
-<p>De <a href="https://wetten.overheid.nl/BWBR0006502/2020-01-01">Algemene wet gelijke behandeling</a> legt een verbod onderscheid neer op grond van:</p>
-<ul>
-<li>godsdienst</li>
-<li>levensovertuiging</li>
-<li>politieke gezindheid</li>
-<li>ras</li>
-<li>geslacht</li>
-<li>nationaliteit</li>
-<li>hetero- of homoseksuele gerichtheid <sup id="fnref:6"><a class="footnote-ref" href="#fn:6">2</a></sup></li>
-<li>of burgelijke staat. </li>
-</ul>
-<p>Het in deze wet neergelegde verbod van onderscheid geldt niet ten aanzien van <abbr title="Indien een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaalde godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat in vergelijking met andere personen bijzonder treft.">indirect onderscheid</abbr> indien dat onderscheid objectief gerechtvaardigd wordt door een legitiem doel en de middelen voor het bereiken van dat doel passend en noodzakelijk zijn.</p>
-<h4 id="europees-verdrag-voor-de-rechten-van-de-mens">Europees Verdrag voor de Rechten van de Mens</h4>
-<p>Het <a href="https://www.echr.coe.int/documents/d/echr/convention_nld">Europees Verdrag voor de Rechten van de Mens, artikel 14</a> stelt dat het genot van de rechten en vrijheden die in dat verdrag zijn vermeld, moet worden verzekerd zonder enig onderscheid op welke grond dan ook, zoals:</p>
-<ul>
-<li>geslacht</li>
-<li>ras</li>
-<li>kleur</li>
-<li>taal</li>
-<li>godsdienst</li>
-<li>politieke of andere mening</li>
-<li>nationale of maatschappelijke afkomst</li>
-<li>het behoren tot een nationale minderheid</li>
-<li>vermogen</li>
-<li>geboorte</li>
-<li>of andere status. </li>
-</ul>
-<h4 id="handvest-van-de-grondrechten-van-de-europese-unie">Handvest van de grondrechten van de Europese Unie</h4>
-<p>Het <a href="https://eur-lex.europa.eu/legal-content/NL/TXT/PDF/?uri=CELEX:12016P/TXT">Handvest van de grondrechten van de Europese Unie, artikel 21</a> stelt dat iedere discriminatie, met name op grond van:</p>
-<ul>
-<li>geslacht</li>
-<li>ras</li>
-<li>kleur</li>
-<li>etnische of sociale afkomst</li>
-<li>genetische kenmerken</li>
-<li>taal</li>
-<li>godsdienst</li>
-<li>politieke of andere denkbeelden</li>
-<li>het behoren tot een nationale minderheid</li>
-<li>vermogen</li>
-<li>geboorte</li>
-<li>een handicap</li>
-<li>leeftijd</li>
-<li>of seksuele gerichtheid</li>
-</ul>
-<p>is verboden. Daarnaast wordt expliciet vermeld dat binnen de werkingssfeer van de Verdragen en onverminderd de bijzondere bepalingen ervan, iedere discriminatie op grond van nationaliteit verboden is.</p>
-<div class="admonition info">
-<p class="admonition-title">Disclaimer</p>
-<p>Het Algoritmekader is nog volop in ontwikkeling. Op deze plek willen we vooral aan de slag gaan op een open en transparante wijze. Het is dus niet definitief. Dat betekent dat er dingen opstaan die niet af zijn en soms zelfs fout. Mocht er iets niet kloppen, laat het ons weten via <a href="https://github.com/MinBZK/Algoritmekader">GitHub</a>.</p>
-</div>
-<h2 id="vereisten">Vereisten</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/index.html">aia-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/index.html">Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/index.html">avg-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/index.html">Gevoelige persoonsgegevens worden alleen gebruikt als hiervoor een wettelijke uitzondering geldt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/index.html">grw-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/index.html">Algoritmes discrimineren niet</a></td></tr></tbody></table>
-
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/index.html">imp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/index.html">Stel een protocol vast voor de situatie dat er (een vermoeden van) discriminatie door een algoritme is geconstateerd en pas dit wanneer nodig toe.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html">dat-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html">Gebruik bij machine learning technieken gescheiden train-, test- en validatiedata en houdt rekening met underfitting en overfitting.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html">Controleer regelmatig of het algoritme werkt zoals het bedoeld is</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">Toets het algoritme op bias</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">imp-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">Doe aselecte steekproeven om algoritmes met 'risicogestuurde selectie’ te controleren</a></td></tr></tbody></table>
-
-<h2 id="mogelijke-hulpmiddelen-en-methoden">Mogelijke hulpmiddelen en methoden</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">Hulpmiddelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/fairness-handbook/index.html">The Fairness Handbook</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/handreiking-non-discriminatie/index.html">Handreiking non-discriminatie by design</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/mensenrechtelijktoetsingskader/index.html">Discriminatie door risicoprofielen - Een mensenrechtelijk toetsingskader</a></td></tr></tbody></table>
-
-<div class="footnote">
-<hr />
-<ol>
-<li id="fn:2">
-<p>Zie <a href="https://www.nen.nl/iso-iec-tr-24027-2021-en-289193">ISO/IEC TR 24027:2021 en</a> <sup id="fnref2:3"><a class="footnote-ref" href="#fn:3">4</a></sup>&#160;<a class="footnote-backref" href="#fnref:2" title="Jump back to footnote 1 in the text">&#8617;</a><a class="footnote-backref" href="#fnref2:2" title="Jump back to footnote 1 in the text">&#8617;</a></p>
-</li>
-<li id="fn:6">
-<p>Er is een <a href="https://www.rijksoverheid.nl/actueel/nieuws/2024/01/26/wetsvoorstel-wijziging-algemene-wet-gelijke-behandeling-en-wetboek-van-strafrecht-naar-tweede-kamer">wetsvoorstel</a> om de term 'hetero- of homoseksuele gerichtheid' in de Algmemene wet gelijke behandeling (Awgb) te wijzigingen in 'seksuele gerichtheid'.  Met deze wijziging sluit de Awgb aan bij een eerdere wijziging van artikel 1 van de Grondwet.&#160;<a class="footnote-backref" href="#fnref:6" title="Jump back to footnote 2 in the text">&#8617;</a><a class="footnote-backref" href="#fnref2:6" title="Jump back to footnote 2 in the text">&#8617;</a><a class="footnote-backref" href="#fnref3:6" title="Jump back to footnote 2 in the text">&#8617;</a><a class="footnote-backref" href="#fnref4:6" title="Jump back to footnote 2 in the text">&#8617;</a><a class="footnote-backref" href="#fnref5:6" title="Jump back to footnote 2 in the text">&#8617;</a></p>
-</li>
-<li id="fn:5">
-<p>Zie <a href="https://www.nen.nl/nen-en-iso-iec-22989-2023-en-312642">NEN-EN-ISO/IEC 22989:2023 en</a> <sup id="fnref:3"><a class="footnote-ref" href="#fn:3">4</a></sup>&#160;<a class="footnote-backref" href="#fnref:5" title="Jump back to footnote 3 in the text">&#8617;</a></p>
-</li>
-<li id="fn:3">
-<p>Hoewel het gebruik van de NEN-ISO-normen in het Algoritmekader auteursrechtelijk is beschermd, heeft het Nederlands Normalisatie Instituut (NEN) voor het gebruik in het Algoritmekader toestemming verleend. Zie <a href="https://www.nen.nl/">nen.nl</a> voor meer informatie over NEN en het gebruik van hun producten.&#160;<a class="footnote-backref" href="#fnref:3" title="Jump back to footnote 4 in the text">&#8617;</a><a class="footnote-backref" href="#fnref2:3" title="Jump back to footnote 4 in the text">&#8617;</a><a class="footnote-backref" href="#fnref3:3" title="Jump back to footnote 4 in the text">&#8617;</a><a class="footnote-backref" href="#fnref4:3" title="Jump back to footnote 4 in the text">&#8617;</a><a class="footnote-backref" href="#fnref5:3" title="Jump back to footnote 4 in the text">&#8617;</a><a class="footnote-backref" href="#fnref6:3" title="Jump back to footnote 4 in the text">&#8617;</a><a class="footnote-backref" href="#fnref7:3" title="Jump back to footnote 4 in the text">&#8617;</a><a class="footnote-backref" href="#fnref8:3" title="Jump back to footnote 4 in the text">&#8617;</a></p>
-</li>
-<li id="fn:4">
-<p>De term ground truth impliceert niet dat de gelabelde invoergegevens consistent overeenkomen met de werkelijke waarde van de doelvariabelen.&#160;<a class="footnote-backref" href="#fnref:4" title="Jump back to footnote 5 in the text">&#8617;</a></p>
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-<h1 id="verantwoord-datagebruik">Verantwoord datagebruik</h1>
-<p>Overheden moeten verantwoord omgaan met de data die hun algoritmes gebruiken. De data moet voldoen aan regels voor bijvoorbeeld privacy. De kwaliteit van de data moet goed zijn. En overheden moeten deze gegevens goed beheren. Anders is het algoritme niet betrouwbaar.  </p>
-<h2 id="wat-is-verantwoord-datagebruik">Wat is verantwoord datagebruik?</h2>
-<p>Verantwoord datagebruik betekent:</p>
-<ul>
-<li>Rechtmatig gebruik van gegevens </li>
-<li>Goede datakwaliteit</li>
-<li>Goed databeheer</li>
-</ul>
-<h3 id="rechtmatig-gebruik-van-data">Rechtmatig gebruik van data</h3>
-<p>Net als organisaties mogen algoritmes niet zomaar gegevens verzamelen en gebruiken. Dit moet rechtmatig gebeuren: volgens de wettelijke regels. Zo moet je rekening houden met auteursrechten. Ook vóórdat het algoritme in gebruik is, moet je rechtmatig omgaan met data. Dus tijdens het trainen, valideren en testen.</p>
-<p>Andere belangrijke regels gaan over privacy. Zo mag je algoritme alleen de minimale persoonsgegevens gebruiken die nodig zijn om het doel te bereiken. Technieken om dit te doen zijn:</p>
-<ul>
-<li>Anonimiseren: data zoveel mogelijk anoniem maken</li>
-<li><a href="https://www.autoriteitpersoonsgegevens.nl/themas/beveiliging/beveiliging-van-persoonsgegevens/gegevens-pseudonimiseren">Pseudonimiseren</a>: data moeilijker herleidbaar maken naar personen</li>
-<li>Aggregeren: data zoveel mogelijk combineren of samenvoegen tot 1 waarde, zoals een totaal of gemiddelde </li>
-</ul>
-<h3 id="goede-datakwaliteit">Goede datakwaliteit</h3>
-<p>Hoe slechter de datakwaliteit, hoe onbetrouwbaarder de uitkomsten van je algoritme. </p>
-<p>Je bepaalt en controleert zelf de <a href="../../voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/">kwaliteit van je dataset</a>. Check bijvoorbeeld of alle gegevens juist, compleet en actueel zijn. En herken <a href="../bias-en-non-discriminatie/">bias in je data</a>.</p>
-<h3 id="goed-databeheer-datagovernance-en-datamanagement">Goed databeheer: datagovernance en datamanagement</h3>
-<p>Goed databeheer betekent dat je organisatie duidelijke afspraken maakt over het:</p>
-<ul>
-<li>opslaan en verwerken van data </li>
-<li>gebruik van data: welke data mag je waarvoor gebruiken? </li>
-<li>beveiligen van data</li>
-<li>bewaken van de datakwaliteit, zoals het actueel houden van de gegevens</li>
-<li>eigenaarschap van data, bijvoorbeeld de partij die het algoritme ontwikkelt</li>
-<li>documenteren en labelen van data (metadata)</li>
-</ul>
-<p>Leg de processen en afspraken hierover vast in de <a href="https://realisatieibds.nl/page/view/f51c90d3-c33d-4826-83d2-7381c0b14aba/8-data-governance">datagovernance</a> van je organisatie. In een datamanagementstrategie beschrijf je hoe je organisatie data verzamelt, ordent en gebruikt. Zo kan je organisatie optimaal gebruikmaken van data. </p>
-<p>Hoe goed je organisatie data beheert, check je met <a href="https://realisatieibds.nl/page/view/ad94d97c-4d48-443c-aedd-235b2d0ca8b6/wegwijzer-volwassenheidsmodellen">datavolwassenheidsmodellen</a> uit de Toolbox verantwoord datagebruik van de Interbestuurlijke Datastrategie (IBDS). Of gebruik de <a href="https://realisatieibds.nl/groups/view/c23ab74c-adb4-424e-917d-773a37968efe/kenniscentrum-van-de-ibds/wiki/view/2447d2a8-6c48-468d-9739-00772688853f/beslishulp-datavolwassenheid">beslishulp datavolwassenheid</a>. </p>
-<h2 id="belang-van-verantwoord-datagebruik">Belang van verantwoord datagebruik</h2>
-<p>Algoritmes kunnen veel schade veroorzaken in de maatschappij als ze de verkeerde gegevens gebruiken.</p>
-<p>Met verantwoord datagebruik voorkom je:</p>
-<ul>
-<li>verkeerde beslissingen doordat je algoritme resultaten baseert op data van slechte kwaliteit</li>
-<li>discriminerende effecten van algoritmes doordat je data bias bevat</li>
-<li>lekken van privacygevoelige informatie, zoals persoonsgegevens</li>
-<li>gebruik van data die niet rechtenvrij zijn, zoals teksten met auteursrechten</li>
-<li>dat resultaten niet te reproduceren zijn, doordat de data niet goed is opgeslagen</li>
-</ul>
-<h2 id="vereisten">Vereisten</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/index.html">aia-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/index.html">Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html">aia-33</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html">AI-testomgevingen die persoonsgegevens verwerken, voldoen aan strenge voorwaarden.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/index.html">arc-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/index.html">Informatie over algoritmes wordt in goede, geordende en toegankelijke staat gebracht, bewaard en vernietigd wanneer nodig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/index.html">aut-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/index.html">Auteursrechten zijn beschermd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/index.html">avg-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/index.html">Betrokkenen kunnen een beroep doen op hun privacyrechten.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/index.html">dat-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/index.html">Databanken worden alleen gebruikt met toestemming van de databank-producent</a></td></tr></tbody></table>
-
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/index.html">owp-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/index.html">Voer voorafgaand aan een project een data beschikbaarheid, kwaliteit- en toegankelijkheidsanalayse uit.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/index.html">owp-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/index.html">Beschrijf welke data gebruikt wordt voor de beoogde toepassing</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/index.html">owp-16</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/index.html">Laat aanbieder(s) bewijs leveren dat de door hen ontwikkelde algoritmes geen inbreuk maken op de auteursrechten van derden met de trainingsdata en de output.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/index.html">dat-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/index.html">Controleer de datakwaliteit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/index.html">dat-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/index.html">Maak waardevolle data vindbaar, toegankelijk, interoperabel en herbruikbaar (FAIR) binnen en buiten de eigen organisatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/index.html">dat-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/index.html">Controleer de auteursrechten van eigen data</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html">dat-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html">Gebruik bij machine learning technieken gescheiden train-, test- en validatiedata en houdt rekening met underfitting en overfitting.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html">dat-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html">Zorg dat je controle of eigenaarschap hebt over de data</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/index.html">dat-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/index.html">Beperk de omvang van datasets voor energie-efficiëntie</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">imp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">Spreek af hoe de organisatie omgaat met privacy-verzoeken</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html">mon-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html">Monitor regelmatig op veranderingen in de data. Bij veranderingen evalueer je de prestaties en output van het algoritme.</a></td></tr></tbody></table>
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-<li><a href="https://www.gofair.foundation/">Richtlijnen voor ‘FAIR’ data</a>, GO FAIR Foundation</li>
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-<h1 id="duurzaam-werken-met-algoritmes">Duurzaam werken met algoritmes</h1>
-<p>Overheden moeten duurzaam werken met hun ICT, zoals algoritmes. Dit betekent dat je algoritmes inkoopt, ontwikkelt en gebruikt op een manier die vriendelijk is voor mens en milieu. </p>
-<h2 id="wat-is-duurzaam-werken-met-algoritmes">Wat is duurzaam werken met algoritmes?</h2>
-<p>Je werkt duurzaam met algoritmes als je tijdens de hele <a href="../../levenscyclus/">levenscyclus</a> keuzes maakt die passen bij de <a href="https://www.denkdoeduurzaam.nl/doelen">duurzame en sociale doelen van de overheid</a>:</p>
-<ul>
-<li>klimaatneutraal werken in 2030</li>
-<li>50% minder gebruik van grondstoffen direct uit de natuur (zoals olie, gas en lithium) in 2030</li>
-<li>circulair werken in 2050: zonder afval, met alleen hergebruikte grondstoffen</li>
-<li>meer banen voor mensen met een arbeidsbeperking</li>
-<li>geen sociale misstanden in internationale productieketens, zoals slechte arbeidsomstandigheden of schending van mensenrechten</li>
-</ul>
-<p>Om bij te dragen aan deze doelen, kies je bijvoorbeeld voor:</p>
-<ul>
-<li>energiezuinig programmeren</li>
-<li>energiezuinig trainen van AI-systemen</li>
-<li>dataopslag in een duurzaam of ‘groen’ datacenter</li>
-</ul>
-<h2 id="belang-van-duurzaam-werken">Belang van duurzaam werken</h2>
-<p>Algoritmes kunnen veel impact hebben op het milieu. De rekenkracht die algoritmes nodig hebben op computers kost elektriciteit. En de datacenters die nodig zijn voor het opslaan van data, verbruiken veel energie, water en grondstoffen.
-Vooral complexe AI-systemen zoals Large Language Models (LLM’s) verbruiken veel energie door training en gebruik en door opslag van grote datasets in datacenters. </p>
-<h2 id="vereisten">Vereisten</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody></tbody></table>
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-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/index.html">owp-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/index.html">Koop duurzaam algoritmes in</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/index.html">Ontwerp algoritmes zo eenvoudig mogelijk</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">dat-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">Gebruik duurzame datacenters</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/index.html">dat-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/index.html">Beperk de omvang van datasets voor energie-efficiëntie</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-05-energiezuinige-programmeermethoden/index.html">owk-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-05-energiezuinige-programmeermethoden/index.html">Kies energiezuinige programmeermethoden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/index.html">owk-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/index.html">Optimaliseer AI-trainingsprocessen voor energie-efficiëntie</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/index.html">mon-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/index.html">Meten, monitoren en rapporteren van milieu-impact van algoritmes</a></td></tr></tbody></table>
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-<p>Deel je idee, suggestie of opmerking via <a href="https://github.com/MinBZK/Algoritmekader/edit/main/docs/onderwerpen/duurzaamheid/index.md">GitHub</a> of mail ons via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a>.</p>
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-<h1 id="grondrechten-beschermen-in-algoritmes">Grondrechten beschermen in algoritmes</h1>
-<p>Als overheid moet je de grondrechten van burgers beschermen. Dit geldt ook als je algoritmes gebruikt voor publieke taken.</p>
-<h2 id="wat-is-het-beschermen-van-grondrechten-in-algoritmes">Wat is het beschermen van grondrechten in algoritmes?</h2>
-<p>Dit betekent dat je tijdens het ontwikkelen en gebruiken van algoritmes rekening houdt met de fundamentele rechten van de mens:</p>
-<ul>
-<li>grondrechten uit de <a href="https://www.denederlandsegrondwet.nl/id/vlxups19rfoe/hoofdstuk_1_grondrechten">Grondwet</a></li>
-<li>mensenrechtenverdragen zoals het <a href="https://eur-lex.europa.eu/legal-content/NL/TXT/?uri=LEGISSUM:eu_human_rights_convention">Europees Verdrag tot bescherming van de rechten van de mens en de fundamentele vrijheden (EVRM)</a>.</li>
-</ul>
-<h2 id="belang-van-grondrechten-beschermen">Belang van grondrechten beschermen</h2>
-<p>Algoritmes kunnen grondrechten schenden. Een bekend probleem is <a href="../bias-en-non-discriminatie/">bias in algoritmes</a>. Hierdoor worden resultaten onbetrouwbaar en kun je mensen ongelijk behandelen.</p>
-<p>Belangrijke grondrechten die vaak worden geraakt door algoritmen zijn bijvoorbeeld:</p>
-<ul>
-<li><a href="../privacy-en-gegevensbescherming/">recht op persoonsgegevensbescherming</a></li>
-<li><a href="../bias-en-non-discriminatie/">verbod op ongelijke behandeling</a></li>
-<li>recht op eerbiediging van de persoonlijke levenssfeer</li>
-</ul>
-<p>Als overheid moet je hier goed op letten. Doe dit zo vroeg mogelijk in de <a href="../../levenscyclus/">levenscyclus</a>. De maatregelen die we adviseren, beginnen al bij het ontwerpen en trainen van algoritmes.</p>
-<h2 id="vereisten">Vereisten</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/index.html">aia-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/index.html">Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/index.html">aia-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/index.html">Mensen over wie besluiten worden genomen door een hoog-risico-AI-systemen, krijgen op verzoek informatie over deze besluiten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/index.html">aia-27</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/index.html">Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-37-recht-klacht-indienen-bij-ai-bureau/index.html">aia-37</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-37-recht-klacht-indienen-bij-ai-bureau/index.html">Klachtrecht voor aanbieders verder in AI-waardeketen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/index.html">avg-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/index.html">Persoonsgegevens en andere data verwerken gebeurt proportioneel en subsidiair.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/index.html">awb-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/index.html">Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html">grw-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html">Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr></tbody></table>
-
-<h2 id="aanbevolen-maatregelen">Aanbevolen maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/index.html">pba-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/index.html">Overleg regelmatig met belanghebbenden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">owp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">Inventariseer welke grondrechten het algoritme kan schenden en maak een belangenafweging</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/index.html">owp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/index.html">Maak een lijst van de meest kwetsbare groepen en bescherm hen extra</a></td></tr></tbody></table>
-
-<h2 id="hulpmiddelen">Hulpmiddelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">Hulpmiddelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/ALTAI/index.html">Assessment List for Trustworthy Artificial Intelligence (ALTAI)</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/DEDA/index.html">De Ethische Data Assistent</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/IAMA/index.html">Impact Assessment Mensenrechten en Algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/fairness-handbook/index.html">The Fairness Handbook</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/framework-meaningful-engagement/index.html">Framework for Meaningful Engagement</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/handreiking-non-discriminatie/index.html">Handreiking non-discriminatie by design</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/mensenrechtelijktoetsingskader/index.html">Discriminatie door risicoprofielen - Een mensenrechtelijk toetsingskader</a></td></tr></tbody></table>
-
-<h2 id="help-ons-deze-pagina-te-verbeteren">Help ons deze pagina te verbeteren</h2>
-<p>Deel je idee, suggestie of opmerking via <a href="https://github.com/MinBZK/Algoritmekader/issues/new/choose">GitHub</a> of mail ons via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a>.</p>
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-<h1 id="governance-van-algoritmes-binnen-je-organisatie">Governance van algoritmes binnen je organisatie</h1>
-<p>Zorg voor effectieve governance van je algoritmes. Dit is het beleid van je organisatie voor het verantwoordelijk omgaan met algoritmes en AI-systemen. Leg bijvoorbeeld vast wie waarvoor verantwoordelijk is.</p>
-<h2 id="wat-is-governance-van-algoritmes-binnen-je-organisatie">Wat is governance van algoritmes binnen je organisatie?</h2>
-<p>Algoritme-governance is de manier waarop je organisatie omgaat met algoritmes en AI-systemen. Je maakt duidelijke afspraken over processen, regels en verantwoordelijkheden. </p>
-<p>Deze afspraken maak je op 2 niveaus:</p>
-<h3 id="organisatieniveau">Organisatieniveau</h3>
-<p>Hoe de organisatie met algoritmes in het algemeen omgaat, bijvoorbeeld:</p>
-<ul>
-<li>richtlijnen en gedragscode voor medewerkers</li>
-<li>strategie en visie</li>
-<li>werkwijze</li>
-<li>teamleden en hun verantwoordelijkheden, zoals chief data officers en algoritmefunctionarissen</li>
-</ul>
-<h3 id="toepassingsniveau">Toepassingsniveau</h3>
-<p>Dit zijn afspraken over het beheer van de algoritmes zelf, bijvoorbeeld:</p>
-<ul>
-<li>best practices</li>
-<li>multidisciplinair ontwikkelen</li>
-<li>AI-levenscyclusmodellen</li>
-</ul>
-<h2 id="belang-van-algoritme-governance">Belang van algoritme-governance</h2>
-<p>Zonder governance verlies je grip op het inkopen, ontwikkelen, gebruiken en uitfaseren van algoritmes en AI. Dit vergroot het risico op overtredingen van wetten en regels zoals de <a href="../../voldoen-aan-wetten-en-regels/ai-verordening/">AI-verordening</a>, Grondwet, Algemene Verordening Gegevensbescherming (AVG) en Auteurswet. </p>
-<p>Goede governance van algoritmes helpt bij het:</p>
-<ul>
-<li>correct uitvoeren van wetten en regels</li>
-<li>toepassen van je eigen strategie, doelstellingen en publieke waarden</li>
-</ul>
-<h2 id="aanpak-algoritme-governance">Aanpak algoritme-governance</h2>
-<p>Algoritme-governance bepaal je zelf als organisatie. </p>
-<p>Houd in elk geval rekening met:</p>
-<ul>
-<li><a href="../../levenscyclus/organisatieverantwoordelijkheden/">organisatieverantwoordelijkheden</a>: de minimale voorwaarden om te starten met algoritmes</li>
-<li><a href="../../levenscyclus/">levenscyclus van algoritmes</a>: waar je per fase op moet letten</li>
-</ul>
-<blockquote>
-<p>[!TIP]
-Zorg dat iemand verantwoordelijk is voor algoritme-governance. En betrek stakeholders.</p>
-</blockquote>
-<h2 id="vereisten">Vereisten</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/index.html">aia-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/index.html">Personeel en gebruikers zijn voldoende AI-geletterd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/index.html">aia-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/index.html">Verboden AI-systemen mogen niet worden gebruikt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/index.html">aia-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/index.html">Beoordeling als niet 'hoog-risico-AI-systeem' is gedocumenteerd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/index.html">aia-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/index.html">Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/index.html">aia-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/index.html">Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/index.html">aia-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/index.html">Hoog-risico-AI-systemen worden pas geleverd of gebruikt na een conformiteitsbeoordelingsprocedure.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/index.html">aia-15</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/index.html">Hoog-risico-AI-systemen zijn voorzien van een EU-conformiteitsverklaring.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/index.html">aia-20</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/index.html">Hoog-risico-AI-systemen worden gebruikt volgens de gebruiksaanwijzing.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/index.html">aia-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/index.html">Menselijk toezicht van hoog-risico-AI-systemen wordt uitgevoerd door mensen met voldoende kennis en mogelijkheden.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/index.html">aia-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/index.html">Gebruiksverantwoordelijken controleren de registratie van het hoog-risico AI-systeem in de EU-databank.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/index.html">aia-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/index.html">Mensen over wie besluiten worden genomen door een hoog-risico-AI-systemen, krijgen op verzoek informatie over deze besluiten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/index.html">aia-31</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/index.html">Als AI-modellen voor algemene doeleinden met systeemrisico’s ernstige incidenten veroorzaken, wordt dit gedocumenteerd en gerapporteerd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/index.html">aia-35</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/index.html">Ernstige incidenten door hoog-risico-AI-systemen worden gemeld aan de toezichthouder.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/index.html">aia-36</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/index.html">Klokkenluiders kunnen veilig melden dat een organisatie zich niet houdt aan de AI-verordening.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/index.html">avg-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/index.html">Organisaties kunnen bewijzen dat zij persoonsgegevens op de juiste manier verwerken.</a></td></tr></tbody></table>
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-<h2 id="aanbevolen-maatregelen">Aanbevolen maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/index.html">org-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/index.html">Bepaal of er genoeg experts beschikbaar zijn</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/index.html">org-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/index.html">Stel beleid op voor een verantwoorde inzet van algoritmes binnen de organisatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/index.html">org-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/index.html">Maak een plan voor het omgaan met risico’s</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/index.html">org-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/index.html">Zorg voor politiek-bestuurlijk bewustzijn, betrokkenheid, en verantwoordelijkheid.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/index.html">org-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/index.html">Sluit algoritmegovernance aan op bestaande governancestructuren binnen de organisatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/index.html">org-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/index.html">Gebruik een algoritme volwassenheidsmodel om te weten waar de organisatie staat</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-07-intern-toezicht/index.html">org-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-07-intern-toezicht/index.html">Richt een algoritmegovernance in met three lines of defence</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/index.html">org-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/index.html">Maak gebruik van beslismomenten  in de algoritmelevenscyclus</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/index.html">org-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/index.html">Richt algoritmegovernance op basis van de risicoclassificatie van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/index.html">org-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/index.html">Taken en verantwoordelijkheden zijn toebedeeld in de algoritmegovernance</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/index.html">org-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/index.html">Maak afspraken over het beheer van gebruikers</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html">org-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html">Controleer en verbeter regelmatig de kwaliteit van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/index.html">org-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/index.html">Maak afspraken over het beheer van wachtwoorden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/index.html">org-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/index.html">Maak afspraken over het wijzigen van de code</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/index.html">pba-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/index.html">Beschrijf het probleem dat het algoritme moet oplossen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/index.html">pba-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/index.html">Beschrijf het doel van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/index.html">pba-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/index.html">Beschrijf waarom een algoritme het probleem moet oplossen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/index.html">pba-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/index.html">Overleg regelmatig met belanghebbenden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/index.html">pba-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/index.html">Beschrijf de wettelijke grondslag voor de inzet van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/index.html">owp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/index.html">Beschrijf de rollen en verantwoordelijkheden voor het ontwikkelen en gebruiken van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html">owp-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html">Bepaal het soort algoritme en de risicogroep en vereisten die hierbij horen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">owp-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">org-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">Pas vastgestelde beleidskaders toe</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">owk-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">Maak een noodplan voor het stoppen van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html">ver-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html">Controleer regelmatig of het algoritme voldoet aan alle wetten en regels en het eigen beleid</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">imp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">Richt de juiste menselijke controle in van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">imp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">Spreek af hoe de organisatie omgaat met privacy-verzoeken</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html">imp-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html">Spreek af hoe medewerkers omgaan met het algoritme.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/index.html">imp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/index.html">Richt een proces in zodat burgers of andere belanghebbenden een klacht, bezwaar of beroep kunnen indienen over het gebruik van het algoritme en monitor dit proces.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">imp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">Maak een openbaar besluit over de inzet van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">mon-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">Maak een noodplan voor beveiligingsincidenten</a></td></tr></tbody></table>
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-<ul>
-<li>
-<p><a href="bias-en-non-discriminatie/">Bias en non-discriminatie</a></p>
-<hr />
-<p>Hulp bij het voorkomen van bias en discriminatie in algoritmes. Met aanbevelingen en hulpmiddelen zoals het toetsingskader van het College voor de Rechten van de Mens.</p>
-</li>
-<li>
-<p><a href="data/">Data</a></p>
-<hr />
-<p>Hulp bij het verantwoord selecteren en verwerken van data voor je algoritmes. Gebruik bijvoorbeeld de toolbox verantwoord datagebruik.</p>
-</li>
-<li>
-<p><a href="duurzaamheid/">Duurzaamheid</a></p>
-<hr />
-<p>Hulp bij het maken van duurzame keuzes voor hardware en software. Bijvoorbeeld voor de aanschaf van apparaten of het energieverbruik van trainen en data-opslag.</p>
-</li>
-<li>
-<p><a href="governance/">Governance</a></p>
-<hr />
-<p>Hulp bij het verantwoordelijk omgaan met algoritmes. Bijvoorbeeld het vastleggen van rollen en verantwoordelijkheden.</p>
-</li>
-<li>
-<p><a href="fundamentele-rechten/">Grondrechten</a></p>
-<hr />
-<p>Hulp bij het beschermen van grondrechten en mensenrechten in algoritmes. Bijvoorbeeld het beoordelen van de gevolgen per grondrecht.</p>
-</li>
-<li>
-<p><a href="menselijke-controle/">Menselijke controle</a></p>
-<hr />
-<p>Hulp bij de controle als mens over algoritmes. Bijvoorbeeld kunnen ingrijpen bij onbetrouwbare resultaten.</p>
-</li>
-<li>
-<p><a href="privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></p>
-<hr />
-<p>Hulp bij verantwoord gebruik van gegevens voor algoritmes, zoals persoonsgegevens en privacygevoelige gegevens.</p>
-</li>
-<li>
-<p><a href="publieke-inkoop/">Publieke inkoop</a></p>
-<hr />
-<p>Hulp bij het publiek inkopen van software met algoritmen en AI. Met hulpmiddelen zoals modelcontracten en de PIANOo-handreiking Inkoop van algoritmes.</p>
-</li>
-<li>
-<p><a href="technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></p>
-<hr />
-<p>Hulp bij het bewaken van de prestaties van algoritmes. En beveiliging van de systemen tegen bijvoorbeeld cyberaanvallen.</p>
-</li>
-<li>
-<p><a href="transparantie/">Transparantie</a></p>
-<hr />
-<p>Hulp bij transparant zijn over algoritmes, zoals gebruikers informeren en publiceren in het algoritmeregister.</p>
-</li>
-</ul>
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-<h1 id="menselijke-controle-over-algoritmes">Menselijke controle over algoritmes</h1>
-<p>Algoritmes van de overheid moeten onder controle blijven van mensen. Presteert het algoritme niet goed, dan moet een mens dit kunnen aanpassen of stoppen.</p>
-<h2 id="wat-is-menselijke-controle">Wat is menselijke controle?</h2>
-<p>Menselijke controle over een algoritme of AI-systeem betekent dat mensen invloed hebben op de uitkomsten. Mensen moeten het ontwerp van het algoritme kunnen aanpassen. En mensen moeten het algoritme kunnen stoppen. Zo kun je op tijd ingrijpen als er iets fout gaat.</p>
-<h2 id="belang-van-menselijke-controle">Belang van menselijke controle</h2>
-<p>Algoritmes kunnen schade veroorzaken in de maatschappij. Gebruik je een algoritme voor een publieke taak, dan moet je dit continu op een of andere manier controleren. </p>
-<h3 id="ontwerp">Ontwerp</h3>
-<p>Tijdens het ontwerp van een algoritme of AI-systeem controleer je bijvoorbeeld of het algoritme op de juiste manier ‘getraind’ wordt. Maakt het bijvoorbeeld gebruik van een goede dataset, zonder bias, die representatief is voor de samenleving? En je controleert of het algoritme bepaalde groepen niet benadeelt. </p>
-<p>Voordat je een algoritme gaat gebruiken, is het belangrijk om <a href="../../voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/">het doel te bepalen</a>. </p>
-<h3 id="gebruik">Gebruik</h3>
-<p>Tijdens het gebruik van een algoritme is menselijke controle belangrijk omdat de werking verandert in de loop der tijd:</p>
-<ul>
-<li>Situaties kunnen veranderen. Het algoritme kan daarvan niet op de hoogte zijn. Een routeplanner kent bijvoorbeeld niet alle werkzaamheden of veranderingen aan de wegen.</li>
-<li>AI-systemen leren soms nog bij. En soms is het niet duidelijk op welke data de uitkomsten gebaseerd zijn. Een beeldherkenningssysteem herkent bijvoorbeeld honden op foto’s op basis van de achtergrond in plaats van de hond zelf.</li>
-<li>Nieuwe mogelijkheden ontstaan door technologische ontwikkelingen. Zo maken leerlingen en studenten massaal gebruik van large language modellen (LLM’s) zoals ChatGPT.</li>
-</ul>
-<h3 id="mensen">Mensen</h3>
-<p>Er is maatschappelijke consensus dat alleen natuurlijke personen in staat zijn om een goede (ethische) afweging te maken over wanneer en welke controle nodig is. Menselijke controle kan je dus niet automatiseren. Mensen mogen zich hierbij wel laten helpen door computers of andere technologie. </p>
-<h2 id="aanpak-menselijke-controle">Aanpak menselijke controle</h2>
-<p>Je kunt op verschillende manieren controle houden over de prestaties van een algoritme:</p>
-<ul>
-<li>Technische controle: Controle uitoefenen op het algoritme zelf. Je bepaalt bijvoorbeeld dat een AI-systeem alleen mag 'bijleren’ wanneer de data voldoet aan bepaalde voorwaarden voor sociale representativiteit.</li>
-<li>Contextuele controle: Controle van de omgeving van het algoritme. Je verbiedt bijvoorbeeld dat je organisatie het algoritme gebruikt in situaties met een hoog risico op schade.</li>
-<li>Controle door kennis: Je probeert de werking en risico’s van je algoritmes zo goed mogelijk te begrijpen. Gaat het om een AI-systeem, dan heb je ook <a href="../../voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/">voldoende kennis over AI</a> nodig.</li>
-</ul>
-<p>Wanneer en hoe je controle uitoefent, hangt af van het <a href="../../overhetalgoritmekader/soorten-algoritmes/">soort algoritme en risico</a>, de <a href="../../levenscyclus/">levenscyclusfase</a> van je project en je <a href="../../rollen/">expertise</a>. </p>
-<p>Bepaal in elk geval zo vroeg mogelijk wie in welke levenscyclusfase verantwoordelijk is voor menselijke controle. En <a href="../../voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/">beschrijf dit in een RACI-matrix of VERI-matrix</a>. Want menselijke controle is nodig in verschillende fases, door verschillende mensen. Er is nooit 1 persoon verantwoordelijk voor de totale controle. </p>
-<p>Tijdens het gebruik kun je menselijke controle op de volgende manieren uitoefenen:</p>
-<ul>
-<li><em><span lang="en">Human in the loop</span></em>: Een mens moet de acties starten van het algoritme. Het werkt niet uit zichzelf.</li>
-<li><em><span lang="en">Human on the loop</span></em>: Mensen kunnen acties stoppen van het algoritme.</li>
-<li><em><span lang="en">Human above the loop</span></em>: Mensen houden overzicht en kunnen ingrijpen bij strategische en ethische beslissingen.</li>
-<li><em><span lang="en">Human before the loop</span></em>: Het algoritme interpreteert morele modellen die mensen vooraf bedenken. Deze oplossing is bedoeld voor volledig autonome algoritmes. Dit zijn algoritmes die zelf beslissingen moeten nemen, bijvoorbeeld door tijdsdruk.</li>
-</ul>
-<h3 id="feedback">Feedback</h3>
-<p>Na het bepalen van de manier van controleren, bepaal je de manier waarop je feedback krijgt over het algoritme: Wat voor soort informatie moet bij wie terechtkomen? Aan wie moet een gebruiker bijvoorbeeld rapporteren dat het AI-systeem niet meer goed werkt?</p>
-<h2 id="vereisten">Vereisten</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/index.html">aia-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/index.html">Personeel en gebruikers zijn voldoende AI-geletterd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/index.html">aia-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/index.html">Hoog-risico-AI-systemen staan onder menselijk toezicht.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/index.html">aia-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/index.html">Als een hoog-risico-AI-systeem niet voldoet aan de AI-verordening, grijpt de aanbieder in.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/index.html">aia-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/index.html">Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/index.html">aia-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/index.html">Menselijk toezicht van hoog-risico-AI-systemen wordt uitgevoerd door mensen met voldoende kennis en mogelijkheden.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/index.html">aia-22</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/index.html">De werking van hoog-risico-AI-systemen wordt gemonitord.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/index.html">aia-36</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/index.html">Klokkenluiders kunnen veilig melden dat een organisatie zich niet houdt aan de AI-verordening.</a></td></tr></tbody></table>
-
-<h2 id="aanbevolen-maatregelen">Aanbevolen maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html">org-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html">Controleer en verbeter regelmatig de kwaliteit van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/index.html">pba-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/index.html">Beschrijf waarom een algoritme het probleem moet oplossen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">owk-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">Maak een noodplan voor het stoppen van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/index.html">imp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/index.html">Stel een werkinstructie op voor gebruikers.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">imp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">Richt de juiste menselijke controle in van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html">imp-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html">Spreek af hoe medewerkers omgaan met het algoritme.</a></td></tr></tbody></table>
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-<h2 id="hulpmiddelen">Hulpmiddelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">Hulpmiddelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/ALTAI/index.html">Assessment List for Trustworthy Artificial Intelligence (ALTAI)</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/framework-meaningful-engagement/index.html">Framework for Meaningful Engagement</a></td></tr></tbody></table>
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-<h1 id="privacy-en-persoonsgegevens-beschermen-in-algoritmes">Privacy en persoonsgegevens beschermen in algoritmes</h1>
-<p>Overheden die algoritmes gebruiken, moeten de persoonsgegevens van burgers beschermen. Hiervan gebruik je niet meer dan nodig is. En je beveiligt deze gegevens goed.</p>
-<h2 id="wat-is-het-beschermen-van-privacy-en-persoonsgegevens-in-algoritmes">Wat is het beschermen van privacy en persoonsgegevens in algoritmes?</h2>
-<p>Overheidsalgoritmes mogen persoonsgegevens gebruiken, zolang je de privacy van burgers en bedrijven niet schendt. En wanneer je netjes omgaat met hun persoonsgegevens.
-Dit betekent:</p>
-<ul>
-<li><a href="../data/">Verantwoord gebruik van data</a>, zoals <a href="../../voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/">rechtmatig persoonsgegevens</a> gebruiken</li>
-<li><a href="../technische-robuustheid-en-veiligheid/">Beveiligen</a> van persoonsgegevens</li>
-<li><a href="../transparantie/">Transparant</a> zijn over het gebruik van persoonsgegevens</li>
-</ul>
-<p>Als overheid moet je hier goed op letten. Doe dit zo vroeg mogelijk in de <a href="../../levenscyclus/">levenscyclus</a> van het algoritme.</p>
-<h2 id="rechtmatig-persoonsgegevens-gebruiken">Rechtmatig persoonsgegevens gebruiken</h2>
-<p>Als je persoonsgegevens gebruikt voor algoritmes, moet je rekening houden met wetgeving, zoals de Algemene Verordening Gegevensbescherming (AVG) en de Auteurswet. De belangrijkste regels zijn:</p>
-<ul>
-<li>Gebruik alleen persoonsgegevens die je mag gebruiken voor het doel van je algoritme: je hebt toestemming van de eigenaar, of het mag volgens de wet.</li>
-<li>Gebruik zo min mogelijk persoonsgegevens om dit doel bereiken. </li>
-</ul>
-<p>Je organisatie beoordeelt zelf welke persoonsgegevens nodig zijn voor een bepaald doel. Dit kan lastig zijn. Want welke gegevens zijn bijvoorbeeld nodig als je vooraf niet weet welke verbanden het algoritme legt?</p>
-<p>De persoonsgegevens die overblijven, gebruik je zo minimaal mogelijk. Hoe minimaal dat is, bepaalt je organisatie zelf. Technieken om privacy zoveel mogelijk te beschermen zijn:
-* Anonimiseren: data zoveel mogelijk anoniem maken
-* <a href="https://www.autoriteitpersoonsgegevens.nl/themas/beveiliging/beveiliging-van-persoonsgegevens/gegevens-pseudonimiseren">Pseudonimiseren</a>: data moeilijker herleidbaar maken naar personen
-* Aggregeren: data zoveel mogelijk combineren of samenvoegen tot 1 waarde, zoals een totaal of gemiddelde</p>
-<p>Tip
-Leg de keuzes die je maakt duidelijk uit. Zo voorkom je fouten op de werkvloer. Gevoelige persoonsgegevens voor doel A mag je bijvoorbeeld niet automatisch voor doel B gebruiken.</p>
-<h2 id="belang-van-privacy-en-persoonsgegevens-beschermen">Belang van privacy en persoonsgegevens beschermen</h2>
-<p>Algoritmes die persoonsgegevens verwerken, kunnen snel de privacy schenden van grote groepen mensen. Vooral <a href="../overhetalgoritmekader/impact-van-algoritmes.md">impactvolle algoritmes</a> kunnen veel schade veroorzaken in de maatschappij.</p>
-<p>Wanneer je de privacy en persoonsgegevens van mensen goed beschermt, voorkom je:
-* Gebruik van persoonsgegevens voor het verkeerde doel, zoals het per ongeluk publiceren van iemands paspoortfoto op de website van een gemeente.
-* Discriminatie, bijvoorbeeld door onnodig gebruik van leeftijd in een algoritme.
-* Lekken van persoonsgegevens.</p>
-<p>Persoonsgegevens helemaal niet gebruiken, is onmogelijk. Voor sommige taken kunnen overheden niet meer zonder algoritmes, bijvoorbeeld voor het beoordelen van grote aantallen aanvragen voor subsidies of vergunningen. Hiervoor zijn persoonsgegevens nodig zoals iemands naam, adres of bepaalde kenmerken.</p>
-<h2 id="vereisten">Vereisten</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html">aia-33</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html">AI-testomgevingen die persoonsgegevens verwerken, voldoen aan strenge voorwaarden.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/index.html">avg-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/index.html">Persoonsgegevens worden op een rechtmatige manier verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/index.html">avg-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/index.html">Persoonsgegevens worden zo kort mogelijk bewaard.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/index.html">avg-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/index.html">Persoonsgegevens worden zo min mogelijk verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/index.html">avg-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/index.html">Persoonsgegevens en andere data verwerken gebeurt proportioneel en subsidiair.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/index.html">avg-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/index.html">Persoonsgegevens zijn juist en actueel.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/index.html">avg-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/index.html">Organisaties kunnen bewijzen dat zij persoonsgegevens op de juiste manier verwerken.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/index.html">avg-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/index.html">Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/index.html">avg-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/index.html">Gevoelige persoonsgegevens worden alleen gebruikt als hiervoor een wettelijke uitzondering geldt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/index.html">avg-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/index.html">Betrokkenen kunnen een beroep doen op hun privacyrechten.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/index.html">avg-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/index.html">Besluiten die levens kunnen beïnvloeden, zijn niet volledig geautomatiseerd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html">avg-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html">Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/index.html">avg-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/index.html">Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/index.html">avg-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/index.html">Een gegevensbeschermingseffectbeoordeling (DPIA) is verplicht, indien een verwerking van persoonsgegevens waarschijnlijk een hoog risico inhoudt voor de rechten en vrijheden van natuurlijke personen.</a></td></tr></tbody></table>
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-<h2 id="aanbevolen-maatregelen">Aanbevolen maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">owp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">Beschrijf voor welk doel het algoritme persoonsgegevens gebruikt en waarom dit mag</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">owp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">Een model-verwerkersovereenkomst is onderdeel van de aanbesteding als persoonsgegevens worden verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">owp-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">Maak het opstellen van een verwerkersovereenkomst onderdeel van de aanbesteding als persoonsgegevens worden verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">dat-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">Geef data zoals persoonsgegevens een bewaartermijn met een vernietigingsprocedure</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/index.html">dat-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/index.html">Bescherm persoonsgegevens door data te anonimiseren, pseudonimiseren of te aggregeren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html">owk-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html">Analyseer de privacy-risico’s en neem maatregelen om deze risico’s laag te houden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">imp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">Spreek af hoe de organisatie omgaat met privacy-verzoeken</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/index.html">imp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/index.html">Vermeld het gebruik van persoonsgegevens in een privacyverklaring</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/index.html">imp-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/index.html">Vermeld het gebruik van persoonsgegevens in het verwerkingsregister</a></td></tr></tbody></table>
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-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">Hulpmiddelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/ALTAI/index.html">Assessment List for Trustworthy Artificial Intelligence (ALTAI)</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/DPIA/index.html">Data Protection Impact Assessment</a></td></tr></tbody></table>
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-<h1 id="inkoop-van-verantwoorde-algoritmes">Inkoop van verantwoorde algoritmes</h1>
-<p>Algoritmes die de overheid inkoopt bij leveranciers, moeten voldoen aan strenge eisen. Het inkoopproces speelt een belangrijke rol bij het in goede banen leiden van alle belangen. Begin met een uitgebreide behoeftestelling. En werk goed samen met de leverancier. </p>
-<h2 id="wat-is-inkoop-van-verantwoorde-algoritmes">Wat is inkoop van verantwoorde algoritmes?</h2>
-<p>Overheidsorganisaties kunnen een behoefte hebben om hun taken beter uit te gaan voeren en om daar algoritmes voor in te zetten. Het ontwikkelen van algoritmes wordt soms door de overheid zelf gedaan waar dat nodig is. In veel gevallen wordt ervoor gekozen om algoritmes te gaan gebruiken die worden ontwikkelt door leveranciers die hierin gespecialiseerd zijn. </p>
-<p>Het inkoopproces moet eraan bijdragen dat uiteindelijk een contract wordt gesloten met een leverancier die het best in staat is om invulling te geven aan deze ‘overheidsopdracht’. Het is van belang dat in het inkoopproces duidelijk wordt gemaakt aan welke voorwaarden moet worden voldaan door leveranciers. Net als voor privacy en informatiebeveiliging, zullen de vereisten specifiek voor algoritmes ook een plek moeten krijgen in het inkoopproces. </p>
-<h2 id="belang-van-het-inkoopproces">Belang van het inkoopproces</h2>
-<p>Het inkoopproces neemt een bijzondere positie in om tot een verantwoorde inzet van algoritmes te komen door overheidsorganisaties. Met een gedegen inkoopproces kunnen mogelijke negatieve effecten van algoritmes voor een belangrijk deel al op voorhand worden voorkomen. Dit wordt gedaan door een leverancier te selecteren die voldoet aan de wensen en bijzondere vereisten die aan deze algoritmes moeten worden gesteld en door hier nadere afspraken mee te maken.</p>
-<p>Het is daarom van belang dat de wensen en vereisten goed in beeld worden gebracht. En dat bijvoorbeeld een inkoopadviseur deze wensen en vereisten een plek geeft in een aanbesteding, zodat je bij de meest geschikte leverancier uitkomt. Dit geldt ook voor onderhandse gunningen.</p>
-<p>Het publiek inkopen van algoritmes biedt naast het voldoen aan vereisten, een waardevolle kans om nadere invulling te geven aan publieke waarden die worden nagestreefd door overheidsorganisaties.</p>
-<h2 id="maak-een-uitgebreide-behoeftestelling">Maak een uitgebreide behoeftestelling</h2>
-<p>Afhankelijk van de <a href="https://www.pianoo.nl/nl/stappenplan-behoefteanalyse">behoeftestelling</a>, moet worden beoordeeld aan welke vereiste de benodigde algoritmes van leveranciers moet voldoen en hoe deze betekenisvol kunnen worden geadresseerd. Omdat algoritmes bijzondere kenmerken en effecten kunnen hebben, zoals een niet-transparante of onbedoelde discriminerende werking, moet hier aandacht voor zijn. Het is raadzaam om deze beoordeling met een multidisciplinair team te doen. </p>
-<p>Beantwoord in elk geval de volgende vragen:</p>
-<ul>
-<li>Wat is het op te lossen probleem, de bijbehorende doelstelling en waarom de inzet van een algoritme een geschikte oplossing?</li>
-<li>Welke beleid rondom AI voert een overheidsorganisatie? Worden er bijvoorbeeld standaard inkoopvoorwaarden gehanteerd?</li>
-<li>Om wat voor type algoritme gaat het? </li>
-<li>Hoe risicovol is de inzet van het beoogde type algoritme?</li>
-<li>Welke verantwoordelijkheden zijn er wie is hiervoor verantwoordelijk? Een leverancier of een de opdrachtgever zelf?</li>
-<li>Welke publiek waarden worden geraakt met het inzet van het algoritme?</li>
-<li>Welke expertise moet de opdrachtgever zelf organiseren om algoritmes verantwoord te kunnen gebruiken? De levenscyclus kan hier waardevolle inzichten voor geven.</li>
-<li>Zijn er specifieke standaarden voor algoritmes die moeten worden gehanteerd? Denk hierbij aan de ISO27001. </li>
-</ul>
-<p>Een inkoper heeft een belangrijke rol om antwoorden op deze vragen te verzamelen en om dit te vertalen naar sleutelmomenten binnen het inkoopproces.</p>
-<h2 id="verken-de-markt-en-specificeer-de-inkoopbehoefte">Verken de markt en specificeer de inkoopbehoefte</h2>
-<p>Nadat de behoefstelling is beeld is gebracht, is het van belang om te verkennen welke oplossingen in de markt beschikbaar zijn. Dat kan worden gedaan met bijvoorbeeld een marktconsultatie en door met leveranciers in gesprek te gaan. Dit kan waardevolle inzichten opleveren om het inkoopproces verder mee vorm te gaan geven.</p>
-<p>Het multidisciplinaire inkoopteam zal vervolgens de behoeftestelling moeten gaan specificeren. Daar kan op verschillende manieren. Hier kan worden gedacht aan:</p>
-<ul>
-<li>Als voldoende specifiek is waar een algoritme aan moet voldoen, bv. welke output het moet kunnen genereren, kan dit worden ondergebracht in een Programma van Eisen;</li>
-<li>Bepaalde vereisten gebruiken als gunningscriteria;</li>
-<li>Ruimte creëren voor samenwerking met een leverancier na het sluiten van een contract.</li>
-<li>Bewijsstukken uitvragen waaruit blijkt dat wordt voldaan aan bepaalde vereisten, zoals het niet schenden van auteursrechten. </li>
-<li>Zaken die specifiek gelden voor algoritmes opnemen in een SLA. </li>
-</ul>
-<h2 id="beoordeel-de-inschrijvingen-en-stel-het-contract-op">Beoordeel de inschrijvingen en stel het contract op</h2>
-<p>Als leveranciers, bijvoorbeeld bij een aanbesteding, hun inschrijving hebben ingediend, moet worden beoordeeld welke leverancier het best aansluit bij de opdracht. </p>
-<p>Stel een beoordelingsteam samen waarin voldoende kennis over algoritmes aanwezig is. </p>
-<p>Er wordt vervolgens een leverancier geselecteerd waarmee een contract wordt opgesteld. Het is van belang dat goed wordt nagedacht hoe het contractbeheer wordt vormgegeven en welke verantwoordelijkheden er blijven bestaan voor de opdrachtnemen. </p>
-<h2 id="vereisten">Vereisten</h2>
-<p>Afhankelijk van de behoeftestelling en het benodigde algoritme, moet worden bepaald welke vereisten hierop van toepassing zijn. Voor zover het gaat om de AI-systemen waarop de AI-Verordening van toepassing is, kan de <a href="https://ai-act-decisiontree.apps.digilab.network/">beslishulp AI-verordening</a> worden geraadpleegd.   </p>
-<h2 id="aanbevolen-maatregelen">Aanbevolen maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/index.html">owp-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/index.html">Voer voorafgaand aan een project een data beschikbaarheid, kwaliteit- en toegankelijkheidsanalayse uit.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html">owp-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html">Bepaal het soort algoritme en de risicogroep en vereisten die hierbij horen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">owp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">Een model-verwerkersovereenkomst is onderdeel van de aanbesteding als persoonsgegevens worden verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/index.html">owp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/index.html">Stel een multidisciplinair team samen bij het ontwikkelen of inkopen van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/index.html">owp-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/index.html">Koop duurzaam algoritmes in</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">owp-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">Maak het opstellen van een verwerkersovereenkomst onderdeel van de aanbesteding als persoonsgegevens worden verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/index.html">owp-15</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/index.html">Maak het leveren van bewijs voor het voldoen aan de vereisten voor algoritmes onderdeel van de beoordeling van een inschrijving.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/index.html">owp-16</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/index.html">Laat aanbieder(s) bewijs leveren dat de door hen ontwikkelde algoritmes geen inbreuk maken op de auteursrechten van derden met de trainingsdata en de output.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/index.html">owp-17</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/index.html">Aansprakelijkheidsvoorwaarden van een aanbieder worden beoordeeld in de aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/index.html">owp-20</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/index.html">Vul technische documentatie van aanbieder aan met relevante informatie vanuit de gebruiksverantwoordelijke.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/index.html">owp-22</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/index.html">Bepaal in een aanbesteding of algoritmes van een aanbieder bepalende invloed hebben in een besluit richting personen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/index.html">owp-23</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/index.html">Laat de aanbieder aangeven welke mate van opleiding en ondersteuning bij de implementatie nodig is om de beoogde algoritmes verantwoord te gebruiken.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/index.html">owp-24</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/index.html">Voer een risico-analyse met de aanbieder uit op het gebied van informatiebeveiliging bij een uitbestedingstraject</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">owp-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">Maak vereisten voor algoritmes onderdeel van de Service Level Agreement</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/index.html">owp-27</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/index.html">Maak (contractuele) afspraken over data en artefacten met een aanbieder</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">imp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">Maak gebruik van een algoritme dat bronvermelding kan genereren bij de output.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html">dat-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html">Zorg dat je controle of eigenaarschap hebt over de data</a></td></tr></tbody></table>
-
-<h2 id="aanbevolen-hulpmiddelen">Aanbevolen hulpmiddelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">Hulpmiddelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/inkoopvoorwaarden/index.html">Inkoopvoorwaarden</a></td></tr></tbody></table>
-
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://www.pianoo.nl/nl/inkoopproces">Inkoopproces PIANOo</a>, expertisecentrum aanbesteden van het ministerie van Economische Zaken</li>
-<li><a href="https://www.pianoo.nl/nl/themas/innovatie/netwerken/community-practice-digitale-innovaties">Community of Practice Digitale Innovaties</a>, PIANOo</li>
-</ul>
-<h2 id="help-ons-deze-pagina-te-verbeteren">Help ons deze pagina te verbeteren</h2>
-<p>Deel je idee, suggestie of opmerking via <a href="https://github.com/MinBZK/Algoritmekader/issues/new/choose">GitHub</a> of mail ons via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a>.</p>
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diff --git a/pr-preview/pr-496/onderwerpen/technische-robuustheid-en-veiligheid/index.html b/pr-preview/pr-496/onderwerpen/technische-robuustheid-en-veiligheid/index.html
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-<h1 id="technische-robuustheid-en-veiligheid">Technische robuustheid en veiligheid</h1>
-<p>Algoritmes van de overheid moeten robuust en veilig zijn. Dit betekent dat je algoritmes in elke situatie goed presteren, ook als er iets onverwachts gebeurt. Gaat er toch iets mis, dan is er een noodplan.</p>
-<h2 id="wat-is-technisch-robuust-en-veilig">Wat is technisch robuust en veilig?</h2>
-<p>Een technisch robuust en veilig algoritme presteert onder elke omstandigheid zoals het bedoeld is. </p>
-<p>Een robuust algoritme is:</p>
-<ul>
-<li>Nauwkeurig: Het algoritme geeft de juiste uitkomst voor het gewenste doel, of meldt dat de uitkomst onzeker is.</li>
-<li>Betrouwbaar: Ook in nieuwe of onverwachte situaties geeft het algoritme de juiste uitkomst.</li>
-<li>Reproduceerbaar: In dezelfde situaties vertoont het algoritme hetzelfde gedrag.</li>
-</ul>
-<p>Een algoritme is veilig onder deze omstandigheden:</p>
-<ul>
-<li>Geautoriseerde toegang: Alleen personen en systemen met toestemming kunnen het algoritme gebruiken of beheren.</li>
-<li>Confidentieel: Het algoritme kan geen vertrouwelijke of gevoelige informatie lekken door aanvallen.</li>
-<li>Integer: Kwaadwillenden kunnen nergens in de levenscyclus van het algoritme onbedoeld de controle van het model overnemen.</li>
-<li>Beschikbaar: Je kunt op elk moment het algoritme gebruiken waarvoor het bedoeld is. Gaat dit toch fout, dan ontstaat er geen grote schade.</li>
-</ul>
-<h2 id="belang-van-robuuste-veilige-algoritmes">Belang van robuuste, veilige algoritmes</h2>
-<p>Algoritmes kunnen grote schade veroorzaken aan de maatschappij. Met een technisch robuust en goed beveiligd algoritme voorkom je:</p>
-<ul>
-<li>onverwachte schadelijke uitkomsten, zoals verkeerde beslissingen of discriminatie door onvoldoende nauwkeurigheid </li>
-<li>uitval van het systeem</li>
-<li>lekken van informatie, zoals persoonsgegevens</li>
-<li>gebruik van het algoritme voor verkeerde doelen</li>
-<li>schade door misbruik of aanvallen van buitenaf</li>
-</ul>
-<h2 id="gebruik-algoritmes-op-de-juiste-manier">Gebruik algoritmes op de juiste manier</h2>
-<p>Gebruik een algoritme alleen voor het juiste doel en op de juiste manier. Dit is de manier die is getest en gecontroleerd. Wanneer je het algoritme gebruikt voor een ander doel of in een verkeerde context, zijn de resultaten niet meer betrouwbaar. </p>
-<p>Voorkom dat medewerkers op de verkeerde manier werken met het algoritme. Zij moeten weten wat het algoritme wel en niet kan. En wat ze moeten doen als het algoritme fouten maakt of niet goed werkt. Denk aan technische en organisatorische ondersteuning:</p>
-<ul>
-<li>Leid medewerkers op.</li>
-<li>Maak duidelijke afspraken over werkprocessen (<a href="../governance/">governance</a>).</li>
-<li>Stuur gebruikers in het juiste gebruik via interactie en technische verbeteringen in het ontwerp.</li>
-</ul>
-<h2 id="controleer-regelmatig">Controleer regelmatig</h2>
-<p>Begin zo vroeg mogelijk met regelmatige controles van de uitkomst en werking van het algoritme. In de praktijk verandert de omgeving en de situatie waarin het algoritme wordt gebruikt. Controleer daarom regelmatig of het algoritme nog werkt zoals het is bedoeld. </p>
-<h3 id="voorbeeld">Voorbeeld</h3>
-<p>Een algoritme leest kentekens tijdens parkeercontroles. Het herkent de juiste letters en cijfers op elk kenteken. Ook als het bord een andere kleur heeft, op een andere plek zit of vies is. Het algoritme is nauwkeurig en dus robuust.</p>
-<p>Een algoritme berekent het risico op fraude door mensen. Maar bij personen uit dezelfde groep geeft het algoritme de ene keer als uitkomst ‘hoog risico’ en de andere keer ‘geen risico’. De uitkomst is niet reproduceerbaar. Hierdoor is het algoritme niet robuust.</p>
-<h3 id="controles-voorbereiden">Controles voorbereiden</h3>
-<p>Bereid de controles voor tijdens de levenscyclusfases <a href="../../levenscyclus/probleemanalyse/">probleemanalyse</a>, <a href="../../levenscyclus/ontwerp/">ontwerp</a> en <a href="../../levenscyclus/dataverkenning-en-datapreparatie/">dataverkenning en datapreparatie</a>. Onderzoek de situatie waarin je organisatie het algoritme gaat gebruiken: Wat zijn de risico’s? Welke onderdelen van het algoritme moet je evalueren? Analyseer de kwaliteit en variatie van de data. Bedenk maatregelen waarmee je de risico’s zoveel mogelijk voorkomt. En bedenk met welke methode je de controles gaat evalueren. </p>
-<p>Ontwikkel je het algoritme zelf, controleer dan tijdens de ontwikkeling al wat er gebeurt in de verschillende situaties die je verwacht. Experimenteer met nieuwe combinaties van de <abbr title="data die in een AI-systeem worden ingevoerd of direct door een AI-systeem worden verworven en op basis waarvan het systeem een output genereert">inputdata</abbr> en gebruik verschillende representatieve test-sets.</p>
-<h3 id="controles-uitvoeren">Controles uitvoeren</h3>
-<p>Voer de controles uit tijdens de <a href="../../levenscyclus/ontwikkelen/">ontwikkelfas</a>e en de <a href="../../levenscyclus/verificatie-en-validatie/">verificatie- en validatiefase</a>. Test het algoritme goed. Evalueer hoe robuust en veilig het algoritme is. Verbeter het algoritme waar nodig. En monitor goed welke data het algoritme gebruikt, zodat je veranderingen in die data snel signaleert. Maak een noodplan voor als blijkt dat het algoritme niet meer werkt zoals het bedoeld was.</p>
-<p>Blijf regelmatig controleren tijdens de fases <a href="../../levenscyclus/implementatie/">implementatie</a> en <a href="../../levenscyclus/monitoring-en-beheer/">monitoring en beheer</a>. Dit zijn de fases waarin je het algoritme gebruikt. Presteert het algoritme niet goed, los het probleem dan op of <a href="../../levenscyclus/uitfaseren/">stop het gebruik</a>. </p>
-<blockquote>
-<p>[!TIP]
-Houd rekening met concept drift. Dit betekent dat de eigenschappen van je data in de loop van de tijd kunnen veranderen. Hierdoor trekt je algoritme mogelijk verkeerde conclusies. Zo was er vóór 2020 een verband tussen thuiswerken en ziek zijn. Maar sinds de coronacrisis in 2020 is dit verband minder sterk, omdat gezonde mensen vaker thuiswerken. </p>
-</blockquote>
-<h2 id="bescherm-algoritmes-tegen-aanvallen-en-bedreigingen">Bescherm algoritmes tegen aanvallen en bedreigingen</h2>
-<p>Beveilig het ICT-systeem waarin het algoritme wordt gebruikt. Dit zijn bijvoorbeeld maatregelen uit de <a href="https://www.digitaleoverheid.nl/overzicht-van-alle-onderwerpen/cybersecurity/bio-en-ensia/baseline-informatiebeveiliging-overheid/">Baseline Informatiebeveiliging Overheid (BIO)</a> die je standaard neemt voor beveiliging van ICT-systemen tegen cyberaanvallen.</p>
-<p>Beveilig de algoritmes zelf tegen cybercriminelen. Belangrijke bedreigingen voor algoritmes zijn:</p>
-<ul>
-<li>Trainingsdata van een AI-model aanpassen, waardoor het later fouten gaat maken tijdens het gebruik.</li>
-<li>Input van een algoritme aanpassen om het normale gedrag te omzeilen, of om het algoritme specifieke, ongewenste output te laten geven.</li>
-<li>Een ‘achterdeurtje’ inbouwen met toegang tot het algoritme, waardoor aanvallers het algoritme kunnen misbruiken.</li>
-<li>Intellectueel eigendom of kwetsbaarheden afleiden uit de details van een AI-model.</li>
-<li>Gevoelige informatie afleiden uit de eigenschappen van <abbr title="data die worden gebruikt voor het trainen van een AI-systeem door de leerbare parameters hiervan aan te passen">trainingsdata</abbr>.</li>
-</ul>
-<p>Lees meer in het <a href="https://www.rijksoverheid.nl/documenten/rapporten/2024/10/28/tk-bijlage-4-tno-2024-r10768-verkenning-van-het-raakvlak-van-cybersecurity-en-ai">TNO-rapport Verkenning van het raakvlak cybersecurity en AI</a>.</p>
-<p>Aandachtspunten voor het beschermen van algoritmes tegen specifieke dreigingen:</p>
-<ul>
-<li>Controleer of de <abbr title="data die worden gebruikt voor het trainen van een AI-systeem door de leerbare parameters hiervan aan te passen">trainingsdata</abbr> geschikt, correct en betrouwbaar is.</li>
-<li>Controleer of de <abbr title="data die in een AI-systeem worden ingevoerd of direct door een AI-systeem worden verworven en op basis waarvan het systeem een output genereert">inputdata</abbr> geschikt, correct en betrouwbaar is.</li>
-<li>Houd bij complexe algoritmes rekening met verborgen en onwenselijke functionaliteiten.</li>
-<li>Train je algoritme om bestand te zijn tegen aanvallen. </li>
-<li>Stimuleer veilig gebruik van het algoritme door gebruikers.</li>
-<li>Maak afspraken met leveranciers en controleer de geleverde algoritmes voor gebruik.</li>
-<li>Test periodiek of het algoritme weerbaar is tegen bekende aanvallen.</li>
-</ul>
-<p>Hiermee voorkom je:</p>
-<ul>
-<li>misleiding, doordat het algoritme niet werkt op de bedoelde manier</li>
-<li>verkeerde implementatie en daardoor een verkeerde werking</li>
-</ul>
-<p>Begin zo vroeg mogelijk met beveiligen. Beveilig in elk geval in de fases <a href="../../levenscyclus/ontwikkelen/">ontwikkelen</a>, <a href="../../levenscyclus/verificatie-en-validatie/">verificatie en validatie</a>, <a href="../../levenscyclus/implementatie/">implementatie</a>, <a href="../../levenscyclus/monitoring-en-beheer/">monitoring en beheer</a> en <a href="../../levenscyclus/uitfaseren/">uitfaseren</a>.</p>
-<h2 id="verklein-de-kans-op-schade">Verklein de kans op schade</h2>
-<p>Veroorzaak zo min mogelijk schade als het toch fout gaat. En maak een noodplan voor incidenten. Het doel van dit plan is ervoor zorgen dat de fout zo min mogelijk gevolgen heeft voor de organisatie en de maatschappij. In het plan staat bijvoorbeeld wie wat moet doen als het systeem uitvalt.</p>
-<h2 id="vereisten">Vereisten</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/index.html">aia-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/index.html">Hoog-risico-AI-systemen loggen automatisch bepaalde gegevens.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html">aia-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html">Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/index.html">aia-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/index.html">Documentatie over hoog-risico-AI-systemen wordt 10 jaar bewaard door de aanbieder.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/index.html">aia-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/index.html">Logs van hoog-risico-AI-systemen worden zes maanden bewaard door de aanbieder.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/index.html">aia-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/index.html">Als een hoog-risico-AI-systeem niet voldoet aan de AI-verordening, grijpt de aanbieder in.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/index.html">aia-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/index.html">Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/index.html">aia-23</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/index.html">Logs voor hoog-risico-AI-systemen worden bewaard door de gebruiksverantwoordelijke.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/index.html">aia-30</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/index.html">Aanbieders van AI-modellen voor algemene doeleinden met een systeemrisico treffen extra maatregelen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/index.html">aia-32</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/index.html">AI-modellen voor algemene doeleinden met systeemrisico’s zijn voldoende beveiligd tegen cyberaanvallen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-34-monitoring-na-het-in-de-handel-brengen/index.html">aia-34</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-34-monitoring-na-het-in-de-handel-brengen/index.html">Hoog-risico-AI-systemen zijn voorzien van een monitoringsysteem.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-39-testen/index.html">aia-39</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-39-testen/index.html">Hoog-risico-AI-systemen zijn getest.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/index.html">avg-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/index.html">Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/index.html">bio-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/index.html">Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr></tbody></table>
-
-<h2 id="aanbevolen-maatregelen">Aanbevolen maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/index.html">org-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/index.html">Maak afspraken over het beheer van gebruikers</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/index.html">org-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/index.html">Maak afspraken over het beheer van wachtwoorden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/index.html">org-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/index.html">Maak afspraken over het wijzigen van de code</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/index.html">owp-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/index.html">Beschrijf welke techniek gebruikt wordt voor de beoogde toepassing</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">owp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">Maak een Project Startarchitectuur (PSA) voor de ontwikkeling of inkoop van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/index.html">owp-24</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/index.html">Voer een risico-analyse met de aanbieder uit op het gebied van informatiebeveiliging bij een uitbestedingstraject</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">dat-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">Geef data zoals persoonsgegevens een bewaartermijn met een vernietigingsprocedure</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html">dat-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html">Gebruik bij machine learning technieken gescheiden train-, test- en validatiedata en houdt rekening met underfitting en overfitting.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/index.html">owk-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/index.html">Ontwerp en ontwikkel het algoritme volgens de principes van ‘security by design’</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/index.html">owk-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/index.html">Maak logbestanden waarin staat wie wanneer toegang had tot de data en de code</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html">Controleer regelmatig of het algoritme werkt zoals het bedoeld is</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">imp-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">Doe aselecte steekproeven om algoritmes met 'risicogestuurde selectie’ te controleren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/index.html">mon-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/index.html">Maak back-ups van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">mon-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">Beveilig de software</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">mon-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">Maak een noodplan voor beveiligingsincidenten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html">mon-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html">Monitor regelmatig op veranderingen in de data. Bij veranderingen evalueer je de prestaties en output van het algoritme.</a></td></tr></tbody></table>
-
-<h2 id="hulpmiddelen">Hulpmiddelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">Hulpmiddelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/ALTAI/index.html">Assessment List for Trustworthy Artificial Intelligence (ALTAI)</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/BIO/index.html">Baseline Informatiebeveiliging Overheid (BIO)</a></td></tr></tbody></table>
-
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li>Natalia Díaz-Rodríguez et al, 2023, <a href="https://doi.org/10.1016/j.inffus.2023.101896">Connecting the dots in trustworthy Artificial Intelligence: From AI principles, ethics, and key requirements to responsible AI systems and regulation</a>, Information Fusion 99.</li>
-<li>Andrea Tocchetti, Lorenzo Corti, Agathe Balayn, Mireia Yurrita, Philip Lippmann, Marco Brambilla, and Jie Yang. 2022. <a href="https://agathe-balayn.github.io/assets/pdf/ACM_survey23.pdf">A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities</a>. In ACM, New York, NY, USA</li>
-<li>Ronan Hamon, Henrik Junklewitz, Ignacio Sanchez, 2020, Robustness and Explainability of Artificial Intelligence: from technical to policy solutions, JRC Technical Report, EUR 30040 EN</li>
-<li>Bhanu Chander, Chinju John, Lekha Warrier, Gopalakrishnan Kumaravelan, 2024, <a href="http://dx.doi.org/10.1145/3675392">Toward Trustworthy AI in the Context of Explainability and Robustness</a>, ACM Computing Surveys</li>
-<li>Niels Brink, Yori Kamphuis, Yuri Maas, Gwen Jansen-Ferdinandus, Jip van Stijn, Bram Poppink, Puck de Haan, Irina Chiscop, 2023, Adversarial AI in de cyber domain, TNO-2023-R10292-EN</li>
-</ul>
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-<h1 id="transparant-zijn-over-algoritmes">Transparant zijn over algoritmes</h1>
-<p>Overheden moeten transparant zijn over hun algoritmes. Dit betekent dat je duidelijke informatie geeft over de algoritmes die je ontwikkelt of gebruikt.</p>
-<h2 id="wanneer-ben-je-transparant">Wanneer ben je transparant?</h2>
-<p>Je draagt bij aan transparantie over algoritmes als je duidelijk uitlegt:</p>
-<ul>
-<li>dat je algoritmes ontwikkelt of gebruikt</li>
-<li>voor welk doel je deze algoritmes ontwikkelt of gebruikt</li>
-<li>wat voor soort algoritmes dit zijn</li>
-<li>welke code of programmeertaal je hiervoor gebruikt</li>
-<li>welke data je hiervoor gebruikt</li>
-<li>hoe uitkomsten tot stand komen</li>
-<li>hoe belanghebbenden bezwaar kunnen maken tegen gevolgen van het algoritme</li>
-</ul>
-<h2 id="belang-van-transparantie">Belang van transparantie</h2>
-<p>Als je open bent over de algoritmes die je ontwikkelt of gebruikt, kunnen burgers en bedrijven zich beter verdedigen tegen mogelijke nadelige gevolgen. Verkeerd gebruik van algoritmes kan iemands leven namelijk ernstig beïnvloeden. Bijvoorbeeld door discriminatie of een besluit dat niet klopt.</p>
-<p>Door uit te leggen hoe het algoritme werkt, kun je de beslissingen van het algoritme makkelijker controleren. Je leert sneller waarom het bepaalde keuzes maakt en waar de zwakke plekken zitten.</p>
-<p>Ook je organisatie is makkelijker te controleren. Omdat je transparant bent over algoritmes, kunnen burgers feedback geven. Journalisten zien wat je doet. En andere overheden kunnen hiervan leren.</p>
-<h2 id="aanpak-transparant-werken">Aanpak transparant werken</h2>
-<p>Hoe je transparantie organiseert, hangt af van:</p>
-<ul>
-<li>het doel van je algoritme</li>
-<li>het soort algoritme waarmee je werkt</li>
-<li>wie de gebruikers zijn van het algoritme, bijvoorbeeld medewerkers of burgers</li>
-<li>de vereisten waar je aan moet voldoen</li>
-<li>de maatregelen die je neemt</li>
-<li>de doelgroep die je wil bereiken</li>
-<li>de <a href="../../levenscyclus/">levenscyclus-fase</a> van je algoritme</li>
-</ul>
-<p>Onderzoek goed welk <a href="../../overhetalgoritmekader/soorten-algoritmes/">soort algoritme</a> je gebruikt of wil gebruiken. Hoe groter de impact en het risico, hoe strenger de vereisten.</p>
-<p>De keuze voor het soort algoritme bepaalt ook hoe transparant je kunt zijn. Van rekenregels kun je namelijk precies uitleggen hoe deze tot een beslissing komen. Maar complexe AI-systemen zijn vaak een black box: niemand weet precies hoe deze systemen beslissingen maken. Volledige transparantie is dan niet mogelijk. In dat geval moet je de werking zo goed mogelijk onderzoeken. Probeer bijvoorbeeld in elk geval ernstige gevolgen zoals <a href="../bias-en-non-discriminatie/">discriminatie</a> te voorkomen. </p>
-<div class="admonition tip">
-<p class="admonition-title">Tip</p>
-<p>Rekenregels zijn makkelijker uit te leggen dan AI-systemen. Als een rekenregel voldoende is voor het bereiken van je doel, dan is het ook makkelijker om transparant te zijn.</p>
-</div>
-<h2 id="betrokken-partijen">Betrokken partijen</h2>
-<p>Stem je informatie af op de betrokken partij. Zo moeten gebruikers de uitkomst van het algoritme voldoende begrijpen voor het nemen van onderbouwde beslissingen. En belanghebbenden zoals burgers moeten weten dat zij te maken hebben met een algoritme. Zij moeten snel en makkelijk kunnen vinden wat hun rechten zijn en hoe zij in beroep kunnen gaan. </p>
-<table>
-<thead>
-<tr>
-<th style="text-align: right;">Doelgroep</th>
-<th>Informeer bijvoorbeeld over</th>
-<th>Geef de informatie bijvoorbeeld via:</th>
-</tr>
-</thead>
-<tbody>
-<tr>
-<td style="text-align: right;">Ontwikkelaar</td>
-<td>de werking, keuzes van het ontwikkelteam</td>
-<td>technische documentatie</td>
-</tr>
-<tr>
-<td style="text-align: right;">Gebruiker</td>
-<td>hoe uitkomsten tot stand komen, gebruikte data, wat het algoritme wel en niet kan</td>
-<td><abbr title="de door de aanbieder verstrekte informatie om de gebruiksverantwoordelijke te informeren over met name het beoogde doel en juiste gebruik van een AI-systeem">gebruiksinstructies</abbr>,  trainingen</td>
-</tr>
-<tr>
-<td style="text-align: right;">Medewerker</td>
-<td>contactpersonen, algoritmegebruik binnen de organisatie, afspraken over algoritmemanagement (ook wel: algoritmegovernance)</td>
-<td>intern algoritmeregister, trainingen</td>
-</tr>
-<tr>
-<td style="text-align: right;">Belanghebbende (iemand voor wie het algoritme gevolgen heeft)</td>
-<td>hoe een besluit tot stand kwam, mogelijkheden om bezwaar te maken, contactmogelijkheden</td>
-<td>brief over het besluit, webpagina over het algoritme</td>
-</tr>
-<tr>
-<td style="text-align: right;">Geïnteresseerde burger</td>
-<td>algoritmegebruik binnen de organisatie</td>
-<td>webpagina over het algoritme, algoritmeregister</td>
-</tr>
-<tr>
-<td style="text-align: right;">Auditor</td>
-<td>werking, ontwikkelproces, keuzes van het ontwikkelteam, hoe uitkomsten tot stand komen</td>
-<td>algoritmeregister, technische documentatie, programmeercode</td>
-</tr>
-<tr>
-<td style="text-align: right;">Onderzoeker of journalist</td>
-<td>algoritmegebruik binnen de organisatie</td>
-<td>algoritmeregister, technische documentatie, code</td>
-</tr>
-</tbody>
-</table>
-<h2 id="vereisten">Vereisten</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/index.html">aia-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/index.html">Beoordeling als niet 'hoog-risico-AI-systeem' is gedocumenteerd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/index.html">aia-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/index.html">Hoog-risico-AI-systemen zijn voorzien van voldoende technische documentatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html">aia-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html">Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/index.html">aia-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/index.html">Documentatie over hoog-risico-AI-systemen wordt 10 jaar bewaard door de aanbieder.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/index.html">aia-16</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/index.html">Hoog-risico-AI-systemen zijn voorzien van een CE-markering.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/index.html">aia-17</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/index.html">Hoog-risico-AI-systemen zijn geregistreerd in de EU-databank.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-24-informeren-werknemers/index.html">aia-24</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-24-informeren-werknemers/index.html">Werknemers weten dat hun organisatie een hoog-risico AI-systeem gebruikt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/index.html">aia-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/index.html">Gebruiksverantwoordelijken controleren de registratie van het hoog-risico AI-systeem in de EU-databank.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/index.html">aia-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/index.html">Mensen over wie besluiten worden genomen door een hoog-risico-AI-systemen, krijgen op verzoek informatie over deze besluiten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/index.html">aia-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/index.html">AI-systemen worden zo ontworpen en gebruikt, dat mensen begrijpen wanneer zij met een AI-systeem communiceren en welke content gemaakt is door een AI-systeem.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/index.html">aia-29</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/index.html">AI-modellen voor algemene doeleinden zijn voorzien van voldoende technische documentatie en informatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/index.html">aia-31</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/index.html">Als AI-modellen voor algemene doeleinden met systeemrisico’s ernstige incidenten veroorzaken, wordt dit gedocumenteerd en gerapporteerd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-39-beleid-naleven-auteurs-en-naburige-rechten/index.html">aia-29</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-39-beleid-naleven-auteurs-en-naburige-rechten/index.html">Er is beleid opgesteld ter naleving van auteursrechten en naburige rechten door aanbieders van AI-modellen voor algemene doeleinden.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/index.html">arc-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/index.html">Informatie over algoritmes wordt in goede, geordende en toegankelijke staat gebracht, bewaard en vernietigd wanneer nodig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/index.html">avg-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/index.html">Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/index.html">awb-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/index.html">Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/index.html">bzk-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/index.html">Impactvolle algoritmes en hoog-risico-AI-systemen staan in het Nederlandse Algoritmeregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/index.html">woo-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/index.html">Iedereen kan openbare informatie over algoritmes vinden of aanvragen</a></td></tr></tbody></table>
-
-<h2 id="aanbevolen-maatregelen">Aanbevolen maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/index.html">org-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/index.html">Stel beleid op voor een verantwoorde inzet van algoritmes binnen de organisatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/index.html">org-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/index.html">Zorg voor politiek-bestuurlijk bewustzijn, betrokkenheid, en verantwoordelijkheid.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/index.html">pba-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/index.html">Beschrijf het probleem dat het algoritme moet oplossen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/index.html">pba-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/index.html">Beschrijf het doel van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/index.html">pba-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/index.html">Beschrijf de wettelijke grondslag voor de inzet van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html">owp-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html">Bepaal welke documenten voor hoe lang gearchiveerd moeten worden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/index.html">owp-20</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/index.html">Vul technische documentatie van aanbieder aan met relevante informatie vanuit de gebruiksverantwoordelijke.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/index.html">owp-22</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/index.html">Bepaal in een aanbesteding of algoritmes van een aanbieder bepalende invloed hebben in een besluit richting personen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/index.html">pba-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/index.html">Stel vast welke betrokkenen geïnformeerd moeten worden en welke informatie zij nodig hebben.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html">owp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html">Pas uitlegbaarheidstechnieken toe en evalueer en valideer deze.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">imp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">Maak gebruik van een algoritme dat bronvermelding kan genereren bij de output.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">org-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">Pas vastgestelde beleidskaders toe</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html">ver-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html">Controleer regelmatig of het algoritme voldoet aan alle wetten en regels en het eigen beleid</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/index.html">imp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/index.html">Stel een werkinstructie op voor gebruikers.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html">imp-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html">Publiceer impactvolle algoritmes en hoog-risico-AI-systemen in het Algoritmeregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/index.html">imp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/index.html">Vermeld het gebruik van persoonsgegevens in een privacyverklaring</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/index.html">imp-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/index.html">Vermeld het gebruik van persoonsgegevens in het verwerkingsregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">imp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">Maak een openbaar besluit over de inzet van het algoritme</a></td></tr></tbody></table>
-
-<h2 id="hulpmiddelen">Hulpmiddelen</h2>
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-<h1 id="bijdragen-aan-het-algoritmekader">Bijdragen aan het Algoritmekader</h1>
-<p>Allereerst, bedankt dat je de tijd hebt genomen om een bijdrage te leveren! ❤️</p>
-<p>We waarderen alle soorten bijdragen enorm. Zie die <a href="#inhoudsopgave">Inhoudsopgave</a> voor verschillende manieren waarop je kan bijdragen aan het Algoritmekader.
-Zorg ervoor dat je de relevante hoofdstukken even leest voordat je een bijdrage levert.<br />
-Het zal het voor het team van het Algoritmekader een stuk makkelijker maken en de ervaring voor alle betrokkenen soepeler laten verlopen.
-We kijken uit naar alle bijdragen! 🎉</p>
-<blockquote>
-<h2 id="opmerking">Opmerking</h2>
-<p>Werken in Github is voor het team Algoritmekader nieuw en experimenteel.
-Dit vraagt voor ons om een aangepaste werkwijze en hier is bepaalde expertise voor nodig. 
-Het begin is gemaakt en het team Algoritmekader is nog lerende om hier optimaal invulling aan te geven. 
-Hierdoor kan het iets langer duren voordat er wordt gereageerd op suggesties of toevoegingen. 
-We werken aan een duidelijk proces om hier goed mee om te gaan (deze guidelines zijn daar een voorbeeld van).
-Daarnaast werken we niet aan alle bouwblokken tegelijk. Deze worden één voor één opgepakt. 
-Aanbevelingen over onderwerpen die later op de planning staan kunnen daardoor ook iets langer duren om te verwerken, en worden mogelijk pas verwerkt wanneer dit bouwblok wordt uitgewerkt.  </p>
-</blockquote>
-<h2 id="inhoudsopgave">Inhoudsopgave</h2>
-<ul>
-<li><a href="#code-of-conduct">Code of Conduct</a></li>
-<li><a href="#ik-heb-een-vraag">Ik heb een vraag</a></li>
-<li><a href="#ik-wil-iets-bijdragen">Ik wil iets bijdragen</a></li>
-<li><a href="#ik-wil-een-fout-of-bug-melden">Ik wil een fout of bug melden</a></li>
-<li><a href="#hoe-we-werken-op-github">Hoe we werken op GitHub</a></li>
-</ul>
-<h2 id="code-of-conduct">Code of Conduct</h2>
-<p>Dit project en iedereen die eraan deelneemt, valt onder de
-<a href="https://github.com/MinBZK/Algoritmekader?tab=coc-ov-file#readme">Code of Conduct</a>.
-Door deel te nemen, wordt van je verwacht dat je je aan deze code houdt. Meld onacceptabel gedrag
-aan <strong><a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></strong>.</p>
-<h2 id="ik-heb-een-vraag">Ik heb een vraag</h2>
-<h3 id="maak-een-issue-aan">Maak een issue aan</h3>
-<p>Voordat je een <a href="https://github.com/MinBZK/Algoritmekader/issues">Issues</a> gaat aanmaken, kan je bekijken of jouw vraag al tussen de bestaande <a href="https://github.com/MinBZK/Algoritmekader/issues">Issues</a> staat. Wellicht staat er al een issue tussen die jou vraag kan beantwoorden. </p>
-<p>Als je jouw vraag nog steeds wilt stellen, kan je een <a href="https://github.com/MinBZK/Algoritmekader/issues">Issue</a> aanmaken. </p>
-<ol>
-<li>Gebruik daarvoor de knop new issue.</li>
-<li>Schrijf je vraag of opmerking is en geef een heldere toelichting.</li>
-<li>Anderen kunnen nu opmerkingen toevoegen aan jouw issue.</li>
-<li>Het team van het Algoritmekader zal deze issue labelen als <code>question</code> en pakt jouw issue zo snel mogelijk op. Mogelijk neemt het team van het Algoritmekader contact op voor een verduidelijking of een oplossing.</li>
-</ol>
-<h3 id="stel-een-vraag-via-mail">Stel een vraag via mail</h3>
-<p>Je kan je vragen ook altijd stellen door een mail te sturen naar <strong><a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></strong>.</p>
-<h2 id="ik-wil-iets-bijdragen">Ik wil iets bijdragen</h2>
-<p>Er zijn verschillende manieren waarop je kan bijdragen. Zie hieronder de mogelijkheden. </p>
-<blockquote>
-<h4 id="ter-kennisgeving">Ter kennisgeving</h4>
-<p>Wanneer je bijdraagt aan dit project, moet je ermee akkoord gaan dat je 100% van de inhoud hebt geschreven, dat je de benodigde rechten op de inhoud hebt en dat de inhoud die je bijdraagt mag worden geleverd onder de Code of Conduct.</p>
-</blockquote>
-<h3 id="sluit-je-aan-bij-een-werkgroep">Sluit je aan bij een werkgroep</h3>
-<p>Voor sommige bouwblokken wordt er gewerkt met werkgroepen, om de informatie verder uit te werken. Deelname aan een werkgroep kost tijd. Werkgroepen komen regelmatig bij elkaar, en tussendoor worden bepaalde zaken uitgewerkt door werkgroepleden. Wil je op één van de onderwerpen meewerken? Stuur dan een bericht naar <strong><a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></strong>.</p>
-<h3 id="neem-deel-aan-een-sprint-review-klankbord-demo">Neem deel aan een sprint review / klankbord / demo</h3>
-<p>Het team van het algoritmekader werkt in sprints van ongeveer 3 weken. Daarin werken we toe naar de volgende release van het Algoritmekader. Ongeveer eens in de 6 weken vindt er een nieuwe release plaats. Wanneer er een release is, wordt deze altijd toegelicht en gepresenteerd in een open online review / demo. Deze kan je vrijblijvend volgen. Zo blijf je op de hoogte en kun je een bijdrage leveren. <a href="https://algoritmes.pleio.nl/events">Bekijk de agenda op Algoritmes Pleio</a> voor de komende bijeenkomsten. </p>
-<h2 id="ik-wil-een-fout-of-bug-melden">Ik wil een fout of bug melden</h2>
-<p>Heb je een foutje gevonden in het Algoritmekader? Dan kan je deze melden door een <a href="https://github.com/MinBZK/Algoritmekader/issues">Issue</a> aan te maken. </p>
-<p>Voordat je een <a href="https://github.com/MinBZK/Algoritmekader/issues">Issues</a> gaat aanmaken, kan je bekijken of jouw gevonden fout al tussen de bestaande <a href="https://github.com/MinBZK/Algoritmekader/issues">Issues</a> staat. </p>
-<p>Als je de gevonden fout nog steeds wilt melden, kan je een <a href="https://github.com/MinBZK/Algoritmekader/issues">Issue</a> aanmaken. </p>
-<ol>
-<li>Gebruik daarvoor de knop new issue.</li>
-<li>Beschrijf de fout duidelijk en geef een heldere toelichting. Voeg waar mogelijk een screenshot toe. </li>
-<li>Het team van het Algoritmekader zal deze issue labelen als <code>bug</code> en pakt jouw issue zo snel mogelijk op. Mogelijk neemt het team van het Algoritmekader contact op voor een verduidelijking of een oplossing.</li>
-</ol>
-<h2 id="ik-wil-een-verbetering-voorstellen">Ik wil een verbetering voorstellen</h2>
-<p>Heb je een suggestie of wil je een verbetering voorstellen? Dat kan gaan om een compleet nieuwe functionaliteit van de site of om kleine verbeteringen. Het volgen van onderstaande instructie helpt het team van het algoritmekader om je suggestie te begrijpen en gerelateerde suggesties te vinden.</p>
-<p>Je kan een suggestie doen door een <a href="https://github.com/MinBZK/Algoritmekader/issues">Issue</a> aan te maken of door een Pull Request te maken.</p>
-<h3 id="voordat-je-een-suggestie-gaat-maken">Voordat je een suggestie gaat maken</h3>
-<ul>
-<li>Voordat je een suggestie gaat maken, kan je bekijken of jouw suggestie al tussen de bestaande <a href="https://github.com/MinBZK/Algoritmekader/issues">Issues</a> staat. Wellicht bestaat er al een issue die jouw suggestie beschrijft, en zijn we er al mee bezig.</li>
-<li>Zoek uit of jouw idee past binnen het doel en de scope van het project. Wat zijn de voordelen van deze functionaliteit of toevoeging? Het is aan jou om het team van het Algoritmekader en de community te overtuigen dat dit een nuttige toevoeging is aan het Algoritmekader. Houd in gedachten dat we functioanliteiten willen die nuttig zijn
-voor de meerderheid van onze gebruikers en niet slechts voor een kleine groep.</li>
-</ul>
-<h3 id="een-issue-aanmaken">Een issue aanmaken</h3>
-<p>Als je jouw suggestie nog steeds wilt doen, kan je een <a href="https://github.com/MinBZK/Algoritmekader/issues">Issue</a> aanmaken. </p>
-<ol>
-<li>Gebruik daarvoor de knop new issue.</li>
-<li>Beschrijf duidelijk jouw suggestie en geef een heldere toelichting en onderbouwing waarom dit een goede toevoeging zal zijn aan het Algoritmekader</li>
-<li>Het team van het Algoritmekader zal deze issue labelen als <code>enhancement</code> en pakt jouw issue zo snel mogelijk op. Mogelijk neemt het team van het Algoritmekader contact op voor een verduidelijking of een oplossing.</li>
-</ol>
-<blockquote>
-<p>Afhankelijk van de complexiteit en het onderwerp van jouw suggestie kan het even duren voordat deze wordt opgepakt door het team van het Algoritmekader. </p>
-</blockquote>
-<h3 id="een-pull-request-maken">Een pull-request maken</h3>
-<p>Kun je niet uit de voeten met de issues? 
-Bijvoorbeeld omdat je verschillende wijzigingsvoorstellen wilt doen? Je kan ook gebruik maken van een <a href="https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/working-with-forks">Fork en een Pull Request</a>.</p>
-<p>Het team van Algoritmekader bekijkt daarna jouw aanpassingen en kan bij akkoord jouw aanpassingen <em>mergen</em>. Er zijn ook andere manieren om een pull request te doen. <a href="https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/proposing-changes-to-your-work-with-pull-requests/creating-a-pull-request">Meer daarover</a>. </p>
-<blockquote>
-<p>Afhankelijk van de complexiteit en het onderwerp van jouw suggestie kan het even duren voordat deze wordt opgepakt door het team van het Algoritmekader. </p>
-<h3 id="preview-van-een-pull-request">Preview van een pull-request</h3>
-<p>We maken gebruik van de tool <a href="https://github.com/rossjrw/pr-preview-action">pr-preview-action</a> om automatisch previews te maken van een pull-request. 
-Dit maakt het mogelijk om de wijzigingen die zijn gedaan in een pull-request al te bekijken in de uiteindelijke omgeving. 
-Wanneer er een pull-request gedaan wordt via een fork, leidt dit helaas tot een error, zie <a href="https://github.com/MinBZK/Algoritmekader/issues/79">Issue #79</a>. Dit blokkeert de pull-request niet. </p>
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-<h2 id="hoe-we-werken-op-github">Hoe we werken op Github</h2>
-<p>We werken met <a href="https://www.markdownguide.org/basic-syntax/">Markdown</a> bestanden. 
-Dit is bestandsformaat voor platte tekstbestanden en wordt door veel verschillende tools ondersteund. Dit maakt het eenvoudig om versiebeheer op het Algoritmekader toe te passen. </p>
-<p>Daarnaast maken gebruik van <a href="https://www.mkdocs.org/">mkdocs</a> en <a href="https://squidfunk.github.io/mkdocs-material/">material for mkdocs</a> om de informatie op een interactieve wijze inzichtelijk te maken op de website van <a href="https://minbzk.github.io/Algoritmekader/">het Algoritmekader</a>. </p>
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-<h1 id="woordenlijst">Woordenlijst</h1>
-<!-- let op! Deze definities staan nu dubbel (hieronder, en in de file includes/begrippenlijst.md) -->
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-<table>
-<thead>
-<tr>
-<th>Begrip</th>
-<th>Definitie</th>
-</tr>
-</thead>
-<tbody>
-<tr>
-<td><abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr></td>
-<td>Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-model voor algemene doeleinden</abbr> ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.</td>
-</tr>
-<tr>
-<td><abbr title="Een aanbieder van een AI-systeem, met inbegrip van een AI-systeem voor algemene doeleinden, waarin een AI-model is geïntegreerd, ongeacht of het AI-model door hemzelf wordt verstrekt en verticaal geïntegreerd is of door een andere entiteit wordt aangeboden op basis van contractuele betrekkingen">aanbieder verder in de AI-waardeketen</abbr></td>
-<td>Een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> van een AI-systeem, met inbegrip van een <abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr>, waarin een AI-model is geïntegreerd, ongeacht of het AI-model door hemzelf wordt verstrekt en verticaal geïntegreerd is of door een andere entiteit wordt aangeboden op basis van contractuele betrekkingen</td>
-</tr>
-<tr>
-<td><abbr title="Een conformiteitsbeoordelingsinstantie die overeenkomstig de AI-verordening en andere relevante harmonisatiewetgeving van de Unie is aangemeld">aangemelde instantie</abbr></td>
-<td>Een conformiteitsbeoordelingsinstantie die overeenkomstig de AI-verordening en andere relevante harmonisatiewetgeving van de Unie is aangemeld</td>
-</tr>
-<tr>
-<td><abbr title="De nationale autoriteit die verantwoordelijk is voor het opzetten en uitvoeren van de noodzakelijke procedures voor de beoordeling, aanwijzing en kennisgeving van de conformiteitsbeoordelingsinstanties en de monitoring hiervan">aanmeldende autoriteit</abbr></td>
-<td>De nationale autoriteit die verantwoordelijk is voor het opzetten en uitvoeren van de noodzakelijke procedures voor de beoordeling, aanwijzing en kennisgeving van de conformiteitsbeoordelingsinstanties en de monitoring hiervan</td>
-</tr>
-<tr>
-<td><abbr title="De taak van de Commissie waarbij zij bijdraagt aan de uitvoering van, de monitoring van en het toezicht op AI-systemen en AI-modellen voor algemene doeleinden, en AI-governance, als bepaald in het besluit van de Commissie van 24 januari 2024; verwijzingen in deze verordening naar het AI-bureau worden begrepen als verwijzingen naar de Commissie">AI-bureau</abbr></td>
-<td>De taak van de Commissie waarbij zij bijdraagt aan de uitvoering van, de monitoring van en het toezicht op AI-systemen en <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-modellen voor algemene doeleinden</abbr>, en AI-governance, als bepaald in het besluit van de Commissie van 24 januari 2024; verwijzingen in deze verordening naar het <abbr title="De taak van de Commissie waarbij zij bijdraagt aan de uitvoering van, de monitoring van en het toezicht op AI-systemen en AI-modellen voor algemene doeleinden, en AI-governance, als bepaald in het besluit van de Commissie van 24 januari 2024; verwijzingen in deze verordening naar het AI-bureau worden begrepen als verwijzingen naar de Commissie">AI-bureau</abbr> worden begrepen als verwijzingen naar de Commissie</td>
-</tr>
-<tr>
-<td><abbr title="vaardigheden, kennis en begrip die aanbieders, gebruiksverantwoordelijken en betrokken personen, rekening houdend met hun respectieve rechten en plichten in het kader van de de AI-verordening, in staat stellen met kennis van zaken AI-systemen in te zetten en zich bewuster te worden van de kansen en risico’s van AI en de mogelijke schade die zij kan veroorzaken">AI-geletterdheid</abbr></td>
-<td>Vaardigheden, kennis en begrip die aanbieders, gebruiksverantwoordelijken en betrokken personen, rekening houdend met hun respectieve rechten en plichten in het kader van de de AI-verordening, in staat stellen met kennis van zaken AI-systemen in te zetten en zich bewuster te worden van de kansen en risico’s van AI en de mogelijke schade die zij kan veroorzaken</td>
-</tr>
-<tr>
-<td><abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-model voor algemene doeleinden</abbr></td>
-<td>Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.</td>
-</tr>
-<tr>
-<td>AI-systeem</td>
-<td>een op een machine gebaseerd systeem dat is ontworpen om met verschillende niveaus van autonomie te werken en dat na het inzetten ervan aanpassingsvermogen kan vertonen, en dat, voor expliciete of impliciete doelstellingen, uit de ontvangen input afleidt hoe output te genereren zoals voorspellingen, inhoud, aanbevelingen of beslissingen die van invloed kunnen zijn op fysieke of virtuele omgevingen;</td>
-</tr>
-<tr>
-<td><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></td>
-<td>Een AI-systeem dat is gebaseerd op een <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-model voor algemene doeleinden</abbr> en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen</td>
-</tr>
-<tr>
-<td><abbr title="een door een bevoegde autoriteit opgezet gecontroleerd kader dat aanbieders of toekomstige aanbieders van AI-systemen de mogelijkheid biedt een innovatief AI-systeem te ontwikkelen, trainen, valideren en testen, zo nodig onder reële omstandigheden, volgens een testomgevingsplan, voor een beperkte periode en onder begeleiding van een toezichthouder.">AI-testomgeving voor regelgeving</abbr></td>
-<td>Een door een bevoegde autoriteit opgezet gecontroleerd kader dat aanbieders of toekomstige aanbieders van AI-systemen de mogelijkheid biedt een innovatief AI-systeem te ontwikkelen, trainen, valideren en testen, zo nodig onder reële omstandigheden, volgens een <abbr title="tussen de deelnemende aanbieder en de bevoegde autoriteit overeengekomen document waarin de doelstellingen, de voorwaarden, het tijdschema, de methode en de vereisten voor de in de testomgeving uitgevoerde activiteiten worden beschreven">testomgevingsplan</abbr>, voor een beperkte periode en onder begeleiding van een toezichthouder.</td>
-</tr>
-<tr>
-<td>algoritme</td>
-<td>Een set van regels en instructies die een computer geautomatiseerd volgt bij het maken van berekeningen om een probleem op te lossen of een vraag te beantwoorden</td>
-</tr>
-<tr>
-<td><abbr title="Het auteursrecht is het uitsluitend recht van den maker van een werk van letterkunde, wetenschap of kunst, of van diens rechtverkrijgenden, om dit openbaar te maken en te verveelvoudigen, behoudens de beperkingen, bij de wet gesteld.">auteursrecht</abbr></td>
-<td>Het <abbr title="Het auteursrecht is het uitsluitend recht van den maker van een werk van letterkunde, wetenschap of kunst, of van diens rechtverkrijgenden, om dit openbaar te maken en te verveelvoudigen, behoudens de beperkingen, bij de wet gesteld.">auteursrecht</abbr> is het uitsluitend recht van den maker van een werk van letterkunde, wetenschap of kunst, of van diens rechtverkrijgenden, om dit openbaar te maken en te verveelvoudigen, behoudens de beperkingen, bij de wet gesteld.</td>
-</tr>
-<tr>
-<td>AVG</td>
-<td>Algemene Verordening Gegevensbescherming</td>
-</tr>
-<tr>
-<td>Awb</td>
-<td>Algemene wet bestuursrecht</td>
-</tr>
-<tr>
-<td><abbr title="Het gebruik waarvoor een AI-systeem door de aanbieder is bedoeld, met inbegrip van de specifieke context en voorwaarden van het gebruik, zoals gespecificeerd in de informatie die door de aanbieder in de gebruiksinstructies, reclame- of verkoopmaterialen en verklaringen, alsook in de technische documentatie is verstrekt">beoogd doel</abbr></td>
-<td>Het gebruik waarvoor een AI-systeem door de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> is bedoeld, met inbegrip van de specifieke context en voorwaarden van het gebruik, zoals gespecificeerd in de informatie die door de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> in de <abbr title="de door de aanbieder verstrekte informatie om de gebruiksverantwoordelijke te informeren over met name het beoogde doel en juiste gebruik van een AI-systeem">gebruiksinstructies</abbr>, reclame- of verkoopmaterialen en verklaringen, alsook in de technische documentatie is verstrekt</td>
-</tr>
-<tr>
-<td>Besluit (Awb)</td>
-<td>Een schriftelijke beslissing van een bestuursorgaan, inhoudende een publiekrechtelijke rechtshandeling</td>
-</tr>
-<tr>
-<td><abbr title="de categorieën persoonsgegevens als bedoeld in artikel 9, lid 1, van Verordening (EU) 2016/679, artikel 10 van Richtlijn (EU) 2016/680 en artikel 10, lid 1, van Verordening (EU) 2018/1725">bijzondere categorieën persoonsgegevens</abbr></td>
-<td>De categorieën persoonsgegevens als bedoeld in artikel 9, lid 1, van Verordening (EU) 2016/679, artikel 10 van Richtlijn (EU) 2016/680 en artikel 10, lid 1, van Verordening (EU) 2018/1725</td>
-</tr>
-<tr>
-<td><abbr title="persoonsgegevens die het resultaat zijn van een specifieke technische verwerking met betrekking tot de fysieke, fysiologische of gedragsgerelateerde kenmerken van een natuurlijk persoon, zoals gezichtsafbeeldingen of vingerafdrukgegevens">biometrische gegevens</abbr></td>
-<td>Persoonsgegevens die het resultaat zijn van een specifieke technische verwerking met betrekking tot de fysieke, fysiologische of gedragsgerelateerde kenmerken van een natuurlijk persoon, zoals gezichtsafbeeldingen of vingerafdrukgegevens</td>
-</tr>
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-<td><abbr title="de geautomatiseerde herkenning van fysieke, fysiologische, gedragsgerelateerde of psychologische menselijke kenmerken om de identiteit van een natuurlijk persoon vast te stellen door biometrische gegevens van die persoon te vergelijken met in een databank opgeslagen biometrische gegevens van personen">biometrische identificatie</abbr></td>
-<td>De geautomatiseerde herkenning van fysieke, fysiologische, gedragsgerelateerde of psychologische menselijke kenmerken om de identiteit van een natuurlijk persoon vast te stellen door <abbr title="persoonsgegevens die het resultaat zijn van een specifieke technische verwerking met betrekking tot de fysieke, fysiologische of gedragsgerelateerde kenmerken van een natuurlijk persoon, zoals gezichtsafbeeldingen of vingerafdrukgegevens">biometrische gegevens</abbr> van die persoon te vergelijken met in een databank opgeslagen <abbr title="persoonsgegevens die het resultaat zijn van een specifieke technische verwerking met betrekking tot de fysieke, fysiologische of gedragsgerelateerde kenmerken van een natuurlijk persoon, zoals gezichtsafbeeldingen of vingerafdrukgegevens">biometrische gegevens</abbr> van personen</td>
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-<td><abbr title="de geautomatiseerde één-op-éénverificatie, met inbegrip van de authenticatie, van de identiteit van natuurlijke personen door hun biometrische gegevens te vergelijken met eerder verstrekte biometrische gegevens">biometrische verificatie</abbr></td>
-<td>De geautomatiseerde één-op-éénverificatie, met inbegrip van de authenticatie, van de identiteit van natuurlijke personen door hun <abbr title="persoonsgegevens die het resultaat zijn van een specifieke technische verwerking met betrekking tot de fysieke, fysiologische of gedragsgerelateerde kenmerken van een natuurlijk persoon, zoals gezichtsafbeeldingen of vingerafdrukgegevens">biometrische gegevens</abbr> te vergelijken met eerder verstrekte <abbr title="persoonsgegevens die het resultaat zijn van een specifieke technische verwerking met betrekking tot de fysieke, fysiologische of gedragsgerelateerde kenmerken van een natuurlijk persoon, zoals gezichtsafbeeldingen of vingerafdrukgegevens">biometrische gegevens</abbr></td>
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-<td><abbr title="capaciteiten die overeenkomen met of groter zijn dan de capaciteiten die worden opgetekend bij de meest geavanceerde AI-modellen voor algemene doeleinden.">capaciteiten met een grote impact</abbr></td>
-<td>Capaciteiten die overeenkomen met of groter zijn dan de capaciteiten die worden opgetekend bij de meest geavanceerde <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-modellen voor algemene doeleinden</abbr>.</td>
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-<td><abbr title="Een markering waarmee een aanbieder aangeeft dat een AI-systeem in overeenstemming is met de voorschriften van hoofdstuk III, afdeling 2, en andere toepasselijke harmonisatiewetgeving van de Unie, die in het aanbrengen ervan voorzien">CE-markering</abbr></td>
-<td>Een markering waarmee een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> aangeeft dat een AI-systeem in overeenstemming is met de voorschriften van hoofdstuk III, afdeling 2, van de AI-Verordening en andere toepasselijke harmonisatiewetgeving van de Unie, die in het aanbrengen ervan voorzien</td>
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-<td><abbr title="Het proces waarbij de naleving wordt aangetoond van de voorschriften van hoofdstuk III, afdeling 2 van de AI-Verordening in verband met een AI-systeem met een hoog risico">conformiteitsbeoordeling</abbr></td>
-<td>Het proces waarbij de naleving wordt aangetoond van de voorschriften van hoofdstuk III, afdeling 2 van de AI-Verordening in verband met een AI-systeem met een hoog risico</td>
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-<td><abbr title="door AI gegenereerd of gemanipuleerd beeld-, audio- of videomateriaal dat een gelijkenis vertoont met bestaande personen, voorwerpen, plaatsen, entiteiten of gebeurtenissen, en door een persoon ten onrechte voor authentiek of waarheidsgetrouw zou worden aangezien">deepfake</abbr></td>
-<td>Door AI gegenereerd of gemanipuleerd beeld-, audio- of videomateriaal dat een gelijkenis vertoont met bestaande personen, voorwerpen, plaatsen, entiteiten of gebeurtenissen, en door een persoon ten onrechte voor authentiek of waarheidsgetrouw zou worden aangezien</td>
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-<td><abbr title="Indien een persoon op een andere wijze wordt behandeld dan een ander in een vergelijkbare situatie wordt, is of zou worden behandeld, op grond van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat;">direct onderscheid</abbr></td>
-<td>Indien een persoon op een andere wijze wordt behandeld dan een ander in een vergelijkbare situatie wordt, is of zou worden behandeld, op grond van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat;</td>
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-<td><abbr title="De ongelijke behandeling van een persoon of groep personen ten opzichte van andere personen in een vergelijkbare situatie, op grond van een beschermd persoonskenmerk (discriminatiegrond).">directe discriminatie</abbr></td>
-<td>De ongelijke behandeling van een persoon of groep personen ten opzichte van andere personen in een vergelijkbare situatie, op grond van een beschermd persoonskenmerk (<abbr title="Beschermde persoonskenmerken op basis waarvan het maken van onderscheid tussen personen verboden is. Bijvoorbeeld: ras, nationaliteit, religie, geslacht, seksuele gerichtheid, handicap of chronische ziekte.">discriminatiegrond</abbr>).</td>
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-<td><abbr title="Beschermde persoonskenmerken op basis waarvan het maken van onderscheid tussen personen verboden is. Bijvoorbeeld: ras, nationaliteit, religie, geslacht, seksuele gerichtheid, handicap of chronische ziekte.">discriminatiegrond</abbr></td>
-<td>Beschermde persoonskenmerken op basis waarvan het maken van onderscheid tussen personen verboden is. Bijvoorbeeld: ras, nationaliteit, religie, geslacht, seksuele gerichtheid, handicap of chronische ziekte.</td>
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-<td><abbr title="Een andere natuurlijke persoon of rechtspersoon in de toeleveringsketen dan de aanbieder of de importeur, die een AI-systeem in de Unie op de markt aanbiedt">distributeur</abbr></td>
-<td>Een andere natuurlijke persoon of rechtspersoon in de toeleveringsketen dan de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> of de <abbr title="Een natuurlijke of rechtspersoon die zich bevindt of gevestigd is in de Unie die een AI-systeem in de handel brengt dat de naam of merknaam van een in een derde land gevestigde natuurlijke of rechtspersoon draagt">importeur</abbr>, die een AI-systeem in de Unie op de markt aanbiedt</td>
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-<td><abbr title="Een aanbieder van een AI-systeem, met inbegrip van een AI-systeem voor algemene doeleinden, waarin een AI-model is geïntegreerd, ongeacht of het model door hemzelf wordt verstrekt en verticaal geïntegreerd is of door een andere entiteit wordt aangeboden op basis van contractuele betrekkingen">downstreamaanbieder</abbr></td>
-<td>Een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> van een AI-systeem, met inbegrip van een <abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr>, waarin een AI-model is geïntegreerd, ongeacht of het model door hemzelf wordt verstrekt en verticaal geïntegreerd is of door een andere entiteit wordt aangeboden op basis van contractuele betrekkingen</td>
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-<td><abbr title="Het gebruik door overheidsinstanties van selectiecriteria als ras, huidskleur, taal, religie, nationaliteit of nationale of etnische afkomst bij de uitoefening van toezichts-, handhavings- en opsporingsbevoegdheden, zonder dat daarvoor een objectieve en redelijke rechtvaardiging bestaat">etnisch profileren</abbr></td>
-<td>Het gebruik door overheidsinstanties van selectiecriteria als ras, huidskleur, taal, religie, nationaliteit of nationale of etnische afkomst bij de uitoefening van toezichts-, handhavings- en opsporingsbevoegdheden, zonder dat daarvoor een objectieve en redelijke rechtvaardiging bestaat</td>
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-<td><abbr title="Een Europese norm die op verzoek van de Commissie is vastgesteld met het oog op de toepassing van harmonisatiewetgeving van de Unie">geharmoniseerde norm</abbr></td>
-<td>Een <abbr title="Een Europese norm die op verzoek van de Commissie is vastgesteld met het oog op de toepassing van harmonisatiewetgeving van de Unie">geharmoniseerde norm</abbr> zoals gedefinieerd in artikel 2, lid 1,punt c), van Verordening (EU) nr. 1025/2012</td>
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-<td><abbr title="een reeks technische specificaties zoals gedefinieerd in artikel 2, punt 4, van Verordening (EU) nr. 1025/2012, om te voldoen aan bepaalde voorschriften zoals vastgelegd in deze verordening">gemeenschappelijke specificatie</abbr></td>
-<td>een reeks technische specificaties zoals gedefinieerd in artikel 2, punt 4, van Verordening (EU) nr. 1025/2012, om te voldoen aan bepaalde voorschriften zoals vastgelegd in de AI-verordening</td>
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-<td><abbr title="de door de aanbieder verstrekte informatie om de gebruiksverantwoordelijke te informeren over met name het beoogde doel en juiste gebruik van een AI-systeem">gebruiksinstructies</abbr></td>
-<td>de door de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> verstrekte informatie om de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> te informeren over met name het beoogde doel en juiste gebruik van een AI-systeem</td>
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-<td><abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr></td>
-<td>Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.</td>
-</tr>
-<tr>
-<td><abbr title="Een Europese norm die op verzoek van de Commissie is vastgesteld met het oog op de toepassing van harmonisatiewetgeving van de Unie">geharmoniseerde norm</abbr></td>
-<td>Een Europese <abbr title="een norm is een vrijwillige afspraak tussen partijen over een product, dienst of proces. Normen zijn geen wetten, maar ’best practices’. Iedereen kan - op vrijwillige basis - hier zijn voordeel mee doen. In zakelijke overeenkomsten hebben normen een belangrijke functie. Ze bieden marktpartijen duidelijkheid over en vertrouwen in producten, diensten of organisaties en dagen de maatschappij uit te innoveren. NEN-normen worden ontwikkeld door inhoudsexperts en specialisten op het gebied van normontwikkeling.">norm</abbr> die op verzoek van de Commissie is vastgesteld met het oog op de toepassing van harmonisatiewetgeving van de Unie</td>
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-<td><abbr title="de vrijelijk gegeven, specifieke, ondubbelzinnige en vrijwillige uiting door een proefpersoon van zijn of haar bereidheid deel te nemen aan een bepaalde test onder reële omstandigheden, na geïnformeerd te zijn over alle aspecten van de test die van belang zijn voor zijn of haar beslissing om deel te nemen">geïnformeerde toestemming</abbr></td>
-<td>De vrijelijk gegeven, specifieke, ondubbelzinnige en vrijwillige uiting door een <abbr title="In het kader van tests onder reële omstandigheden: een natuurlijk persoon die deelneemt aan een test onder reële omstandigheden">proefpersoon</abbr> van zijn of haar bereidheid deel te nemen aan een bepaalde test onder reële omstandigheden, na geïnformeerd te zijn over alle aspecten van de test die van belang zijn voor zijn of haar beslissing om deel te nemen</td>
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-<tr>
-<td><abbr title="een natuurlijke of rechtspersoon die zich bevindt of gevestigd is in de Unie die een schriftelijke machtiging heeft gekregen en aanvaard van een aanbieder van een AI-systeem of een AI-model voor algemene doeleinden om namens die aanbieder de verplichtingen en procedures van deze verordening respectievelijk na te komen en uit te voeren;">gemachtigde</abbr></td>
-<td>Een natuurlijke of rechtspersoon die zich bevindt of gevestigd is in de Unie die een schriftelijke machtiging heeft gekregen en aanvaard van een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> van een AI-systeem of een <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-model voor algemene doeleinden</abbr> om namens die <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> de verplichtingen en procedures van deze verordening respectievelijk na te komen en uit te voeren;</td>
-</tr>
-<tr>
-<td><abbr title="een reeks technische specificaties zoals gedefinieerd in artikel 2, punt 4, van Verordening (EU) nr. 1025/2012, om te voldoen aan bepaalde voorschriften zoals vastgelegd in deze verordening">gemeenschappelijke specificatie</abbr></td>
-<td>Een reeks technische specificaties zoals gedefinieerd in artikel 2, punt 4, van Verordening (EU) nr. 1025/2012, om te voldoen aan bepaalde voorschriften zoals vastgelegd in deze verordening</td>
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-<td><abbr title="operationele gegevens met betrekking tot activiteiten op het gebied van preventie, opsporing, onderzoek of vervolging van strafbare feiten waarvan de openbaarmaking de integriteit van strafprocedures in het gedrang zou kunnen brengen">gevoelige operationele gegevens</abbr></td>
-<td>Operationele gegevens met betrekking tot activiteiten op het gebied van preventie, opsporing, onderzoek of vervolging van strafbare feiten waarvan de openbaarmaking de integriteit van strafprocedures in het gedrang zou kunnen brengen</td>
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-<td>governance</td>
-<td>Governance gaat over de inrichting van een organisatie en daar bijbehorende processen, regels, gebruiken en bijbehorende verantwoordelijkheden</td>
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-<tr>
-<td><abbr title="Een natuurlijke of rechtspersoon die zich bevindt of gevestigd is in de Unie die een AI-systeem in de handel brengt dat de naam of merknaam van een in een derde land gevestigde natuurlijke of rechtspersoon draagt">importeur</abbr></td>
-<td>Een natuurlijke of rechtspersoon die zich bevindt of gevestigd is in de Unie die een AI-systeem in de handel brengt dat de naam of merknaam van een in een derde land gevestigde natuurlijke of rechtspersoon draagt</td>
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-<td><abbr title="Het voor het eerst in de Unie op de markt aanbieden van een AI-systeem of een AI-model voor algemene doeleinden">in de handel brengen</abbr></td>
-<td>Het voor het eerst in de Unie <abbr title="Het in het kader van een handelsactiviteit, al dan niet tegen betaling, verstrekken van een AI-systeem of een AI-model voor algemene doeleinden met het oog op distributie of gebruik op de markt van de Unie">op de markt aanbieden</abbr> van een AI-systeem of een <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-model voor algemene doeleinden</abbr></td>
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-<td><abbr title="De directe levering van een AI-systeem door de aanbieder aan de gebruiksverantwoordelijke voor het eerste gebruik of voor eigen gebruik in de Unie voor het beoogde doel">in gebruik stellen</abbr></td>
-<td>De directe levering van een AI-systeem door de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> aan de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> voor het eerste gebruik of voor eigen gebruik in de Unie voor het beoogde doel</td>
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-<tr>
-<td><abbr title="Indien een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaalde godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat in vergelijking met andere personen bijzonder treft.">indirect onderscheid</abbr></td>
-<td>Indien een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaalde godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat in vergelijking met andere personen bijzonder treft.</td>
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-<tr>
-<td><abbr title="Wanneer een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaald beschermd persoonskenmerk (discriminatiegrond) in vergelijking met andere personen in het bijzonder benadeelt, tenzij hiervoor een objectieve rechtvaardiging bestaat.">indirecte discriminatie</abbr></td>
-<td>Wanneer een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaald beschermd persoonskenmerk (<abbr title="Beschermde persoonskenmerken op basis waarvan het maken van onderscheid tussen personen verboden is. Bijvoorbeeld: ras, nationaliteit, religie, geslacht, seksuele gerichtheid, handicap of chronische ziekte.">discriminatiegrond</abbr>) in vergelijking met andere personen in het bijzonder benadeelt, tenzij hiervoor een <abbr title="Van een objectieve rechtvaardiging voor onderscheid is sprake wanneer onderscheid een legitiem doel nastreeft en er een redelijke relatie van evenredigheid bestaat tussen het gemaakte onderscheid en het nagestreefde doel.">objectieve rechtvaardiging</abbr> bestaat.</td>
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-<tr>
-<td><abbr title="data die in een AI-systeem worden ingevoerd of direct door een AI-systeem worden verworven en op basis waarvan het systeem een output genereert">inputdata</abbr></td>
-<td>Data die in een AI-systeem worden ingevoerd of direct door een AI-systeem worden verworven en op basis waarvan het systeem een output genereert</td>
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-<tr>
-<td><abbr title="kritieke infrastructuur zoals gedefinieerd in artikel 2, punt 4, van Richtlijn (EU) 2022/2557">kritieke infrastructuur</abbr></td>
-<td>Kritieke infrastructuur zoals gedefinieerd in artikel 2, punt 4, van Richtlijn (EU) 2022/2557</td>
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-<td><abbr title="Het legaliteitsbeginsel houdt in dat alle overheidsoptreden moet berusten op een overeenstemmen met - kenbare en voldoende specifieke - algemene regels.">legaliteitsbeginsel</abbr></td>
-<td>Het <abbr title="Het legaliteitsbeginsel houdt in dat alle overheidsoptreden moet berusten op een overeenstemmen met - kenbare en voldoende specifieke - algemene regels.">legaliteitsbeginsel</abbr> houdt in dat alle overheidsoptreden moet berusten op een overeenstemmen met - kenbare en voldoende specifieke - algemene regels.</td>
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-<td><abbr title="de nationale autoriteit die de activiteiten verricht en maatregelen neemt als bedoeld in Verordening (EU) 2019/1020">markttoezichtautoriteit</abbr></td>
-<td>De nationale autoriteit die de activiteiten verricht en maatregelen neemt als bedoeld in Verordening (EU) 2019/1020</td>
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-<td><abbr title="een aanmeldende autoriteit of een de markttoezichtautoriteit; wat betreft AI-systemen die door instellingen, organen en instanties van de EU in gebruik worden gesteld of worden gebruikt, worden verwijzingen naar nationale bevoegde autoriteiten of markttoezichtautoriteiten in deze verordening begrepen als verwijzingen naar de Europese Toezichthouder voor gegevensbescherming">nationale bevoegde autoriteit</abbr></td>
-<td>Een <abbr title="De nationale autoriteit die verantwoordelijk is voor het opzetten en uitvoeren van de noodzakelijke procedures voor de beoordeling, aanwijzing en kennisgeving van de conformiteitsbeoordelingsinstanties en de monitoring hiervan">aanmeldende autoriteit</abbr> of een de <abbr title="de nationale autoriteit die de activiteiten verricht en maatregelen neemt als bedoeld in Verordening (EU) 2019/1020">markttoezichtautoriteit</abbr>; wat betreft AI-systemen die door instellingen, organen en instanties van de EU in gebruik worden gesteld of worden gebruikt, worden verwijzingen naar nationale bevoegde autoriteiten of markttoezichtautoriteiten in deze verordening begrepen als verwijzingen naar de Europese Toezichthouder voor gegevensbescherming</td>
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-<td><abbr title="een norm is een vrijwillige afspraak tussen partijen over een product, dienst of proces. Normen zijn geen wetten, maar ’best practices’. Iedereen kan - op vrijwillige basis - hier zijn voordeel mee doen. In zakelijke overeenkomsten hebben normen een belangrijke functie. Ze bieden marktpartijen duidelijkheid over en vertrouwen in producten, diensten of organisaties en dagen de maatschappij uit te innoveren. NEN-normen worden ontwikkeld door inhoudsexperts en specialisten op het gebied van normontwikkeling.">norm</abbr></td>
-<td>Een <abbr title="een norm is een vrijwillige afspraak tussen partijen over een product, dienst of proces. Normen zijn geen wetten, maar ’best practices’. Iedereen kan - op vrijwillige basis - hier zijn voordeel mee doen. In zakelijke overeenkomsten hebben normen een belangrijke functie. Ze bieden marktpartijen duidelijkheid over en vertrouwen in producten, diensten of organisaties en dagen de maatschappij uit te innoveren. NEN-normen worden ontwikkeld door inhoudsexperts en specialisten op het gebied van normontwikkeling.">norm</abbr> is een vrijwillige afspraak tussen partijen over een product, dienst of proces. Normen zijn geen wetten, maar ’best practices’. Iedereen kan - op vrijwillige basis - hier zijn voordeel mee doen. In zakelijke overeenkomsten hebben normen een belangrijke functie. Ze bieden marktpartijen duidelijkheid over en vertrouwen in producten, diensten of organisaties en dagen de maatschappij uit te innoveren. NEN-normen worden ontwikkeld door inhoudsexperts en specialisten op het gebied van normontwikkeling.</td>
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-<td><abbr title="Normalisatie is het proces om te komen tot een norm. Dit proces is open, transparant en gericht op consensus en vindt plaats in normcommissies die bestaan uit vertegenwoordigers van alle betrokken partijen. Dit gebeurt niet alleen op nationaal niveau, maar ook in Europees en mondiaal verband.">normalisatie</abbr></td>
-<td>Normalisatie is het proces om te komen tot een <abbr title="een norm is een vrijwillige afspraak tussen partijen over een product, dienst of proces. Normen zijn geen wetten, maar ’best practices’. Iedereen kan - op vrijwillige basis - hier zijn voordeel mee doen. In zakelijke overeenkomsten hebben normen een belangrijke functie. Ze bieden marktpartijen duidelijkheid over en vertrouwen in producten, diensten of organisaties en dagen de maatschappij uit te innoveren. NEN-normen worden ontwikkeld door inhoudsexperts en specialisten op het gebied van normontwikkeling.">norm</abbr>. Dit proces is open, transparant en gericht op consensus en vindt plaats in normcommissies die bestaan uit vertegenwoordigers van alle betrokken partijen. Dit gebeurt niet alleen op nationaal niveau, maar ook in Europees en mondiaal verband.</td>
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-<td><abbr title="Van een objectieve rechtvaardiging voor onderscheid is sprake wanneer onderscheid een legitiem doel nastreeft en er een redelijke relatie van evenredigheid bestaat tussen het gemaakte onderscheid en het nagestreefde doel.">objectieve rechtvaardiging</abbr></td>
-<td>Van een <abbr title="Van een objectieve rechtvaardiging voor onderscheid is sprake wanneer onderscheid een legitiem doel nastreeft en er een redelijke relatie van evenredigheid bestaat tussen het gemaakte onderscheid en het nagestreefde doel.">objectieve rechtvaardiging</abbr> voor onderscheid is sprake wanneer onderscheid een legitiem doel nastreeft en er een redelijke relatie van evenredigheid bestaat tussen het gemaakte onderscheid en het nagestreefde doel.</td>
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-<td><abbr title="Het in het kader van een handelsactiviteit, al dan niet tegen betaling, verstrekken van een AI-systeem of een AI-model voor algemene doeleinden met het oog op distributie of gebruik op de markt van de Unie">op de markt aanbieden</abbr></td>
-<td>Het in het kader van een handelsactiviteit, al dan niet tegen betaling, verstrekken van een AI-systeem of een <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-model voor algemene doeleinden</abbr> met het oog op distributie of gebruik op de markt van de Unie</td>
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-<td><abbr title="een aanbieder, productfabrikant, gebruiksverantwoordelijke, gemachtigde, importeur of distributeur">operator</abbr></td>
-<td>Een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>, productfabrikant, <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr>, <abbr title="een natuurlijke of rechtspersoon die zich bevindt of gevestigd is in de Unie die een schriftelijke machtiging heeft gekregen en aanvaard van een aanbieder van een AI-systeem of een AI-model voor algemene doeleinden om namens die aanbieder de verplichtingen en procedures van deze verordening respectievelijk na te komen en uit te voeren;">gemachtigde</abbr>, <abbr title="Een natuurlijke of rechtspersoon die zich bevindt of gevestigd is in de Unie die een AI-systeem in de handel brengt dat de naam of merknaam van een in een derde land gevestigde natuurlijke of rechtspersoon draagt">importeur</abbr> of <abbr title="Een andere natuurlijke persoon of rechtspersoon in de toeleveringsketen dan de aanbieder of de importeur, die een AI-systeem in de Unie op de markt aanbiedt">distributeur</abbr></td>
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-<td><abbr title="het vermogen van een AI-systeem om het beoogde doel te verwezenlijken">prestaties van een AI-systeem</abbr></td>
-<td>Het vermogen van een AI-systeem om het beoogde doel te verwezenlijken</td>
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-<td><abbr title="een document waarin de doelstellingen, methode, geografische reikwijdte, betrokken personen, duur, monitoring, organisatie en wijze van uitvoering van een test onder reële omstandigheden worden omschreven">plan voor testen onder reële omstandigheden</abbr></td>
-<td>Een document waarin de doelstellingen, methode, geografische reikwijdte, betrokken personen, duur, monitoring, organisatie en wijze van uitvoering van een test onder reële omstandigheden worden omschreven</td>
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-<td><abbr title="De proceseigenaar is verantwoordelijk voor de kwaliteit van het proces en de vastlegging daarvan in een processchema">proceseigenaar</abbr></td>
-<td>De <abbr title="De proceseigenaar is verantwoordelijk voor de kwaliteit van het proces en de vastlegging daarvan in een processchema">proceseigenaar</abbr> is verantwoordelijk voor de kwaliteit van het proces en de vastlegging daarvan in een processchema</td>
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-<td><abbr title="In het kader van tests onder reële omstandigheden: een natuurlijk persoon die deelneemt aan een test onder reële omstandigheden">proefpersoon</abbr></td>
-<td>In het kader van tests onder reële omstandigheden: een natuurlijk persoon die deelneemt aan een test onder reële omstandigheden</td>
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-<td>profilering</td>
-<td>Elke vorm van geautomatiseerde verwerking van persoonsgegevens waarbij aan de hand van persoonsgegevens bepaalde persoonlijke aspecten van een natuurlijke persoon worden geëvalueerd, met name met de bedoeling zijn beroepsprestaties, economische situatie, gezondheid, persoonlijke voorkeuren, interesses, betrouwbaarheid, gedrag, locatie of verplaatsingen te analyseren of te voorspellen. Het gaat om een verwerking door een individu met gebruikmaking van diens persoonsgegevens in te delen in een categorie (profiel), vaak in verband met aan dat profiel toegedichte risico's.</td>
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-<td><abbr title="De verwerving van werken, leveringen of diensten door een overheid of publieke organisatie, van de markt of een andere externe instantie, terwijl zij tegelijkertijd publieke waarde creëren en waarborgen vanuit het perspectief van de eigen organisatie.">publieke inkoop</abbr></td>
-<td>De verwerving van werken, leveringen of diensten door een overheid of publieke organisatie, van de markt of een andere externe instantie, terwijl zij tegelijkertijd publieke waarde creëren en waarborgen vanuit het perspectief van de eigen organisatie.</td>
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-<td>rechtsgevolg</td>
-<td>Een verandering in het geheel van de rechten, aanspraken, bevoegdheden en verplichtingen van één of meer natuurlijke personen of rechtspersonen</td>
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-<td><abbr title="Het gebruik van een AI-systeem op een wijze die niet in overeenstemming is met het beoogde doel, maar die kan voortvloeien uit redelijkerwijs te voorzien menselijk gedrag of redelijkerwijs te voorziene interactie met andere systemen, waaronder andere AI-systemen">redelijkerwijs te voorzien misbruik</abbr></td>
-<td>Het gebruik van een AI-systeem op een wijze die niet in overeenstemming is met het beoogde doel, maar die kan voortvloeien uit redelijkerwijs te voorzien menselijk gedrag of redelijkerwijs te voorziene interactie met andere systemen, waaronder andere AI-systemen</td>
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-<td>risico</td>
-<td>De combinatie van de kans op schade en de ernst van die schade;</td>
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-<td><abbr title="Een verandering van een AI-systeem nadat dit in de handel is gebracht of in gebruik is gesteld, die door de aanbieder niet is voorzien of gepland in de initiële conformiteitsbeoordeling en als gevolg waarvan de overeenstemming van het AI-systeem met de voorschriften van hoofdstuk III, afdeling 2, wordt beïnvloed, of die leidt tot een wijziging van het beoogde doel waarvoor het AI-systeem is beoordeeld">substantiële wijziging</abbr></td>
-<td>Een verandering van een AI-systeem nadat dit in de handel is gebracht of in gebruik is gesteld, die door de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> niet is voorzien of gepland in de initiële <abbr title="Het proces waarbij de naleving wordt aangetoond van de voorschriften van hoofdstuk III, afdeling 2 van de AI-Verordening in verband met een AI-systeem met een hoog risico">conformiteitsbeoordeling</abbr> en als gevolg waarvan de overeenstemming van het AI-systeem met de voorschriften van hoofdstuk III, afdeling 2, AI-Verordening wordt beïnvloed, of die leidt tot een wijziging van het beoogde doel waarvoor het AI-systeem is beoordeeld</td>
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-<td><abbr title="alle door aanbieders van AI-systemen verrichte activiteiten voor het verzamelen en evalueren van ervaringen met door hen in de handel gebrachte of in gebruik gestelde AI-systemen, teneinde te kunnen vaststellen of er onmiddellijk corrigerende dan wel preventieve maatregelen nodig zijn">systeem voor monitoring na het in de handel brengen</abbr></td>
-<td>Alle door aanbieders van AI-systemen verrichte activiteiten voor het verzamelen en evalueren van ervaringen met door hen in de handel gebrachte of in gebruik gestelde AI-systemen, teneinde te kunnen vaststellen of er onmiddellijk corrigerende dan wel preventieve maatregelen nodig zijn</td>
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-<td><abbr title="een AI-systeem dat is bedoeld voor het vaststellen of afleiden van de emoties of intenties van natuurlijke personen op basis van hun biometrische gegevens">systeem voor het herkennen van emoties</abbr></td>
-<td>Een AI-systeem dat is bedoeld voor het vaststellen of afleiden van de emoties of intenties van natuurlijke personen op basis van hun <abbr title="persoonsgegevens die het resultaat zijn van een specifieke technische verwerking met betrekking tot de fysieke, fysiologische of gedragsgerelateerde kenmerken van een natuurlijk persoon, zoals gezichtsafbeeldingen of vingerafdrukgegevens">biometrische gegevens</abbr></td>
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-<td><abbr title="een AI-systeem dat is bedoeld voor het indelen van natuurlijke personen in specifieke categorieën op basis van hun biometrische gegevens, tenzij dit een aanvulling vormt op een andere commerciële dienst en om objectieve technische redenen strikt noodzakelijk is">systeem voor biometrische categorisering</abbr></td>
-<td>Een AI-systeem dat is bedoeld voor het indelen van natuurlijke personen in specifieke categorieën op basis van hun <abbr title="persoonsgegevens die het resultaat zijn van een specifieke technische verwerking met betrekking tot de fysieke, fysiologische of gedragsgerelateerde kenmerken van een natuurlijk persoon, zoals gezichtsafbeeldingen of vingerafdrukgegevens">biometrische gegevens</abbr>, tenzij dit een aanvulling vormt op een andere commerciële dienst en om objectieve technische redenen strikt noodzakelijk is</td>
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-<td><abbr title="een AI-systeem dat is bedoeld voor het identificeren van natuurlijke personen, zonder dat zij daar actief bij betrokken zijn en doorgaans van een afstand, door middel van vergelijking van de biometrische gegevens van een persoon met de biometrische gegevens die zijn opgenomen in een referentiedatabank">systeem voor biometrische identificatie op afstand</abbr></td>
-<td>Een AI-systeem dat is bedoeld voor het identificeren van natuurlijke personen, zonder dat zij daar actief bij betrokken zijn en doorgaans van een afstand, door middel van vergelijking van de <abbr title="persoonsgegevens die het resultaat zijn van een specifieke technische verwerking met betrekking tot de fysieke, fysiologische of gedragsgerelateerde kenmerken van een natuurlijk persoon, zoals gezichtsafbeeldingen of vingerafdrukgegevens">biometrische gegevens</abbr> van een persoon met de <abbr title="persoonsgegevens die het resultaat zijn van een specifieke technische verwerking met betrekking tot de fysieke, fysiologische of gedragsgerelateerde kenmerken van een natuurlijk persoon, zoals gezichtsafbeeldingen of vingerafdrukgegevens">biometrische gegevens</abbr> die zijn opgenomen in een referentiedatabank</td>
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-<td><abbr title="een systeem voor biometrische identificatie op afstand, waarbij het vastleggen van biometrische gegevens, de vergelijking en de identificatie zonder significante vertraging plaatsvinden, zowel wanneer de identificatie niet enkel onmiddellijk plaatsvindt, maar ook wanneer de identificatie met beperkte korte vertragingen plaatsvindt, om omzeiling te voorkomen">systeem voor biometrische identificatie op afstand in real time</abbr></td>
-<td>Een <abbr title="een AI-systeem dat is bedoeld voor het identificeren van natuurlijke personen, zonder dat zij daar actief bij betrokken zijn en doorgaans van een afstand, door middel van vergelijking van de biometrische gegevens van een persoon met de biometrische gegevens die zijn opgenomen in een referentiedatabank">systeem voor biometrische identificatie op afstand</abbr>, waarbij het vastleggen van <abbr title="persoonsgegevens die het resultaat zijn van een specifieke technische verwerking met betrekking tot de fysieke, fysiologische of gedragsgerelateerde kenmerken van een natuurlijk persoon, zoals gezichtsafbeeldingen of vingerafdrukgegevens">biometrische gegevens</abbr>, de vergelijking en de identificatie zonder significante vertraging plaatsvinden, zowel wanneer de identificatie niet enkel onmiddellijk plaatsvindt, maar ook wanneer de identificatie met beperkte korte vertragingen plaatsvindt, om omzeiling te voorkomen</td>
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-<td><abbr title="een ander biometrisch systeem voor de identificatie op afstand dan een systeem voor biometrische identificatie op afstand in real time">systeem voor biometrische identificatie op afstand achteraf</abbr></td>
-<td>Een ander biometrisch systeem voor de identificatie op afstand dan een <abbr title="een systeem voor biometrische identificatie op afstand, waarbij het vastleggen van biometrische gegevens, de vergelijking en de identificatie zonder significante vertraging plaatsvinden, zowel wanneer de identificatie niet enkel onmiddellijk plaatsvindt, maar ook wanneer de identificatie met beperkte korte vertragingen plaatsvindt, om omzeiling te voorkomen">systeem voor biometrische identificatie op afstand in real time</abbr></td>
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-<td><abbr title="een risico dat specifiek is voor de capaciteiten met een grote impact van AI-modellen voor algemene doeleinden, die aanzienlijke gevolgen hebben voor de markt van de Unie vanwege hun bereik, of vanwege feitelijke of redelijkerwijs te voorziene negatieve gevolgen voor de gezondheid, de veiligheid, de openbare veiligheid, de grondrechten of de samenleving als geheel, en dat op grote schaal in de hele waardeketen kan worden verspreid">systeemrisico</abbr></td>
-<td>Een risico dat specifiek is voor de <abbr title="capaciteiten die overeenkomen met of groter zijn dan de capaciteiten die worden opgetekend bij de meest geavanceerde AI-modellen voor algemene doeleinden.">capaciteiten met een grote impact</abbr> van <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-modellen voor algemene doeleinden</abbr>, die aanzienlijke gevolgen hebben voor de markt van de Unie vanwege hun bereik, of vanwege feitelijke of redelijkerwijs te voorziene negatieve gevolgen voor de gezondheid, de veiligheid, de openbare veiligheid, de grondrechten of de samenleving als geheel, en dat op grote schaal in de hele waardeketen kan worden verspreid</td>
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-<td><abbr title="een maatregel gericht op het retourneren aan de aanbieder, het buiten gebruik stellen of het onbruikbaar maken van een AI-systeem dat aan gebruiksverantwoordelijken ter beschikking is gesteld">terugroepen van een AI-systeem</abbr></td>
-<td>Een maatregel gericht op het retourneren aan de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>, het buiten gebruik stellen of het onbruikbaar maken van een AI-systeem dat aan gebruiksverantwoordelijken ter beschikking is gesteld</td>
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-<td><abbr title="data die worden gebruikt voor het verrichten van een onafhankelijke evaluatie van het AI-systeem om de verwachte prestaties van dat systeem te bevestigen voordat het in de handel wordt gebracht of in gebruik wordt gesteld">testdata</abbr></td>
-<td>Data die worden gebruikt voor het verrichten van een onafhankelijke evaluatie van het AI-systeem om de verwachte prestaties van dat systeem te bevestigen voordat het in de handel wordt gebracht of in gebruik wordt gesteld</td>
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-<td><abbr title="tussen de deelnemende aanbieder en de bevoegde autoriteit overeengekomen document waarin de doelstellingen, de voorwaarden, het tijdschema, de methode en de vereisten voor de in de testomgeving uitgevoerde activiteiten worden beschreven">testomgevingsplan</abbr></td>
-<td>Tussen de deelnemende <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> en de bevoegde autoriteit overeengekomen document waarin de doelstellingen, de voorwaarden, het tijdschema, de methode en de vereisten voor de in de testomgeving uitgevoerde activiteiten worden beschreven</td>
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-<tr>
-<td><abbr title="het tijdelijk testen van een AI-systeem voor zijn beoogde doel onder reële omstandigheden buiten een laboratorium of anderszins gesimuleerde omgeving teneinde betrouwbare en robuuste gegevens te verkrijgen, en te beoordelen en te verifiëren of het AI-systeem overeenstemt met de voorschriften van de AI-verordening en het wordt niet aangemerkt als het in de handel brengen of in gebruik stellen van het AI-systeem in de zin van de AI-verordening, mits aan alle in artikel 57 of 60 vastgestelde voorwaarden is voldaan">testen onder reële omstandigheden</abbr></td>
-<td>Het tijdelijk testen van een AI-systeem voor zijn beoogde doel onder reële omstandigheden buiten een laboratorium of anderszins gesimuleerde omgeving teneinde betrouwbare en robuuste gegevens te verkrijgen, en te beoordelen en te verifiëren of het AI-systeem overeenstemt met de voorschriften van de AI-verordening en het wordt niet aangemerkt als het <abbr title="Het voor het eerst in de Unie op de markt aanbieden van een AI-systeem of een AI-model voor algemene doeleinden">in de handel brengen</abbr> of <abbr title="De directe levering van een AI-systeem door de aanbieder aan de gebruiksverantwoordelijke voor het eerste gebruik of voor eigen gebruik in de Unie voor het beoogde doel">in gebruik stellen</abbr> van het AI-systeem in de zin van de AI-verordening, mits aan alle in artikel 57 of 60 vastgestelde voorwaarden is voldaan</td>
-</tr>
-<tr>
-<td><abbr title="de vrijelijk gegeven, specifieke, ondubbelzinnige en vrijwillige uiting door een proefpersoon van zijn of haar bereidheid deel te nemen aan een bepaalde test onder reële omstandigheden, na geïnformeerd te zijn over alle aspecten van de test die van belang zijn voor zijn of haar beslissing deel te nemen">toestemming met kennis van zaken</abbr></td>
-<td>De vrijelijk gegeven, specifieke, ondubbelzinnige en vrijwillige uiting door een <abbr title="In het kader van tests onder reële omstandigheden: een natuurlijk persoon die deelneemt aan een test onder reële omstandigheden">proefpersoon</abbr> van zijn of haar bereidheid deel te nemen aan een bepaalde test onder reële omstandigheden, na geïnformeerd te zijn over alle aspecten van de test die van belang zijn voor zijn of haar beslissing deel te nemen</td>
-</tr>
-<tr>
-<td><abbr title="data die worden gebruikt voor het trainen van een AI-systeem door de leerbare parameters hiervan aan te passen">trainingsdata</abbr></td>
-<td>Data die worden gebruikt voor het trainen van een AI-systeem door de leerbare parameters hiervan aan te passen</td>
-</tr>
-<tr>
-<td><abbr title="een maatregel waarmee wordt beoogd te voorkomen dat een AI-systeem dat zich in de toeleveringsketen bevindt, op de markt wordt aangeboden">uit de handel nemen van een AI-systeem</abbr></td>
-<td>Een maatregel waarmee wordt beoogd te voorkomen dat een AI-systeem dat zich in de toeleveringsketen bevindt, op de markt wordt aangeboden</td>
-</tr>
-<tr>
-<td><abbr title="data die worden gebruikt voor het verrichten van een evaluatie van het getrainde AI-systeem en voor het afstemmen van onder andere de niet-leerbare parameters en het leerproces ervan, om underfitting of overfitting te voorkomen">validatiedata</abbr></td>
-<td>Data die worden gebruikt voor het verrichten van een evaluatie van het getrainde AI-systeem en voor het afstemmen van onder andere de niet-leerbare parameters en het leerproces ervan, om underfitting of overfitting te voorkomen</td>
-</tr>
-<tr>
-<td><abbr title="een afzonderlijke dataset of deel van de trainingsdataset, als vaste of variabele opdeling.">validatiedataset</abbr></td>
-<td>Een afzonderlijke dataset of deel van de trainingsdataset, als vaste of variabele opdeling.</td>
-</tr>
-<tr>
-<td><abbr title="Een component van een product of systeem die een veiligheidsfunctie voor dat product of systeem vervult of waarvan het falen of gebrekkig functioneren de gezondheid en veiligheid van personen of eigendom in gevaar brengt">veiligheidscomponent</abbr></td>
-<td>Een component van een product of systeem die een veiligheidsfunctie voor dat product of systeem vervult of waarvan het falen of gebrekkig functioneren de gezondheid en veiligheid van personen of eigendom in gevaar brengt</td>
-</tr>
-<tr>
-<td><abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr></td>
-<td>Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.</td>
-</tr>
-<tr>
-<td><abbr title="Een rechtspersoon of overheidsinstantie die, alleen of samen met anderen, het doel van en de middelen voor de verwerking van persoonsgegevens vaststelt">verwerkersverantwoordelijke</abbr></td>
-<td>Een rechtspersoon of overheidsinstantie die, alleen of samen met anderen, het doel van en de middelen voor de verwerking van persoonsgegevens vaststelt</td>
-</tr>
-<tr>
-<td>zwevendekommabewerking of “floating-point operation (FLOP)</td>
-<td>Elke wiskundige bewerking of toewijzing met zwevendekommagetallen, die een subset vormen van de reële getallen die gewoonlijk op computers worden gerepresenteerd door een geheel getal met een vaste precisie, geschaald door een gehele exponent van een vaste basis</td>
-</tr>
-</tbody>
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-<h2 id="verantwoord-gebruik-van-algoritmes">Verantwoord gebruik van algoritmes</h2>
-<p>In het Algoritmekader vind je informatie over verantwoord gebruik van algoritmes. Bijvoorbeeld:</p>
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-<li>Wie is waarvoor verantwoordelijk?</li>
-<li>Hoe voorkom je discriminatie (bias) in een algoritme?</li>
-<li>Hoe verwerk je gegevens op een veilige manier?</li>
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-<li>Welke inkoopvoorwaarden spreek je af voor algoritmes van een externe partij?</li>
-</ul>
-<p>De informatie is bedoeld voor medewerkers van de rijksoverheid, provincies, gemeentes en waterschappen.</p>
-<h2 id="informatie-van-de-overheid">Informatie van de overheid</h2>
-<p>Het Algoritmekader is een website van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties. Het team Data, AI en Algoritmes stelt de informatie samen, op basis van:</p>
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-<p>alle wetten en regels, zoals de <a href="https://eur-lex.europa.eu/legal-content/NL/TXT/?uri=CELEX%3A32024R1689&amp;qid=1723226664277">AI-verordening</a> en de <a href="https://wetten.overheid.nl/BWBR0005537/2022-11-01/1">Algemene wet bestuursrecht</a></p>
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-<li>adviezen en ervaringen van experts, zoals wetenschappers</li>
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-<h2 id="versies">Versies</h2>
-<p>Algoritmekader is de nieuwe naam van het <a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/06/30/implementatiekader-verantwoorde-inzet-van-algoritmen">Implementatiekader 'Verantwoorde inzet van algoritmen'</a>. Dit rapport is de eerste versie. Door het verder ontwikkelen van dit rapport ontstond de website Algoritmekader.</p>
-<p>Sindsdien verschijnt elke maand een nieuwe bètaversie van het Algoritmekader. Deze bètaversies zijn nog niet betrouwbaar. De informatie is onvolledig. Er kunnen fouten in staan.</p>
-<p>Versie 2.0 is de definitieve, betrouwbare versie van het Algoritmekader. Deze versie verschijnt eind 2024.</p>
-<h2 id="iedereen-mag-meedenken">Iedereen mag meedenken</h2>
-<p>De informatie in het Algoritmekader komt open source tot stand. Dat betekent dat iedereen kan meekijken en zijn mening mag geven, of een voorstel mag doen:</p>
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-<li>Geef je <a href="../CONTRIBUTING/">vraag of wijziging</a> door.</li>
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-<p>Via onze maandelijkse <a href="https://algoritmeregister.email-provider.eu/memberforms/subscribe/standalone/form/?a=1pjwwoyxrs&amp;l=vdfr1sbovb">Nieuwsbrief Algoritmes</a> blijf je op de hoogte over de ontwikkelingen van het Algoritmekader.</p>
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-<h1 id="soorten-algoritmes">Soorten algoritmes</h1>
-<p>Om te voldoen aan de vereisten, moet je weten met welk soort algoritme je werkt. Gaat het om simpele rekenregels of een AI-systeem? En wat voor impact hebben je algoritmes?</p>
-<h2 id="wanneer-is-het-een-algoritme">Wanneer is het een algoritme?</h2>
-<p>Met een algoritme bedoelen we een set regels en instructies die een computer uitvoert, met 1 of meer van deze doelen:</p>
-<ul>
-<li>problemen oplossen</li>
-<li>vragen beantwoorden</li>
-<li>taken of processen uitvoeren</li>
-<li>besluiten nemen</li>
-</ul>
-<h2 id="rekenregels">Rekenregels</h2>
-<p>Rekenregels (ook wel: regelgebaseerde algoritmes) zijn de meest eenvoudige algoritmes. Dit zijn door mensen bedachte regels die het computersysteem precies moet opvolgen: als x gebeurt, dan doe je y.</p>
-<p>Rekenregels:</p>
-<ul>
-<li>zijn expliciet geprogrammeerd en bedacht door mensen</li>
-<li>bestaan uit vaste stappen om een taak uit te voeren</li>
-</ul>
-<p>Rekenregels zijn niet kunstmatig intelligent (AI). Rekenregels kunnen wel onderdeel zijn van een AI-systeem. </p>
-<h3 id="voorbeelden">Voorbeelden</h3>
-<ul>
-<li>Eenvoudige chatbots die burgers advies geven op basis van door mensen bedachte beslisbomen.</li>
-<li><a href="https://algoritmes.overheid.nl/nl/algoritme/ondersteuning-berekening-uitkering-gemeente-den-haag/86652588">Ondersteuning berekening uitkering</a> dat adviseert over uitkeringen, op basis van door mensen bedachte beslisbomen. </li>
-<li><a href="https://algoritmes.overheid.nl/nl/algoritme/prestatiemonitor-inspectie-van-het-onderwijs-ocw/79978718">Prestatiemonitor</a> dat risicoscores berekent van scholen, op basis van door mensen bedachte regels.</li>
-</ul>
-<h2 id="zelflerende-algoritmes">Zelflerende algoritmes</h2>
-<p>Zelflerende algoritmes zijn algoritmes die zichzelf trainen. Dit proces heet machinelearning. Hierdoor worden computers intelligent zonder dat mensen dit precies zo programmeren. Dit is een veel voorkomende vorm van AI. </p>
-<p>Zelflerende technieken zijn in elk geval:</p>
-<ul>
-<li><strong>Supervised learning (gecontroleerd leren)</strong>: Je algoritme leert van gegevens die je labelt met informatie. Je biedt bijvoorbeeld foto’s aan met de labels: dit is wel een kat, dit is geen kat. Voorbeeld: <a href="https://algoritmes.overheid.nl/nl/algoritme/virtuele-gemeente-assistent-gem-gemeente-tilburg/21511426">Virtuele assistent Gem</a>.</li>
-<li><strong>Unsupervised learning (ongecontroleerd leren)</strong>: Je laat het algoritme zelf patronen en structuren ontdekken in ongestructureerde gegevens zonder labels. Je biedt bijvoorbeeld foto’s aan van dieren die het algoritme zelf moet groeperen. Voorbeeld: <a href="https://algoritmes.overheid.nl/nl/algoritme/polis-provincie-zuidholland/14379550">Polis</a> voor participatieplatformen.</li>
-<li><strong>Reinforcement learning (bekrachtiginsleren)</strong>: Het algoritme leert door straf en beloning. Het doel is zo hoog mogelijk scoren in zo min mogelijk tijd. Je geeft bijvoorbeeld punten als het algoritme foto’s sorteert die op katten lijken. Voorbeeld: <a href="https://algoritmes.overheid.nl/nl/algoritme/intelligente-verkeersregel-installatie-ivri-bij-verkeerslichten-provincie-zuidholland/34151769">I-VRI</a> voor verkeerslichten.</li>
-<li><strong>Deep learning</strong>: Supervised, unsupervised of reinforcement learning gecombineerd met diepe neurale netwerken. Dit zijn kunstmatige neurale netwerken met veel verschillende lagen. Hierdoor kun je nog ingewikkeldere problemen oplossen. Voorbeeld: <a href="https://algoritmes.overheid.nl/nl/algoritme/geautomatiseerde-gezichtsvergelijking-bij-het-rniinschrijfproces-rijksdienst-voor-identiteitsgegevens/18814864">Geautomatiseerde gezichtsvergelijking bij het RNI-inschrijfproces</a>.</li>
-</ul>
-<h2 id="ai-systeem">AI-systeem</h2>
-<p>Met een AI-systeem bedoelen we een systeem dat kunstmatig intelligent is volgens de <a href="../../voldoen-aan-wetten-en-regels/ai-verordening/#definitie-van-een-ai-systeem">Europese AI-verordening</a>. Dit zijn in elk geval systemen die gebruik maken van:</p>
-<ul>
-<li>supervised learning</li>
-<li>unsupervised learning</li>
-<li>reinforcement learning</li>
-<li>deep learning</li>
-</ul>
-<div class="admonition tip">
-<p class="admonition-title">Tip</p>
-<p>Twijfel je of je algoritme onderdeel is van een AI-systeem? Raadpleeg een expert. Of beschouw het systeem voor de zekerheid als een AI-systeem.</p>
-</div>
-<h2 id="risicogroepen-ai-systemen">Risicogroepen AI-systemen</h2>
-<p>AI-systemen vallen mogelijk onder een van de risicogroepen uit de AI-verordening:</p>
-<ul>
-<li><a href="../../voldoen-aan-wetten-en-regels/ai-verordening/#risico-op-misleiding">Risico op misleiding</a></li>
-<li><a href="../../voldoen-aan-wetten-en-regels/ai-verordening/#hoog-risico-ai-systemen">Hoog-risico-AI-systemen</a></li>
-<li><a href="../../voldoen-aan-wetten-en-regels/ai-verordening/#verboden-ai-systemen">Verboden AI-systemen</a></li>
-</ul>
-<p>Het hangt ervan af waarvoor je dit AI-systeem gebruikt.</p>
-<h2 id="impact-van-algoritmes">Impact van algoritmes</h2>
-<p>Impactvolle algoritmes moet je publiceren in het <a href="https://algoritmes.overheid.nl/nl">Algoritmeregister</a>. Dat moet in elk geval in deze situaties:</p>
-<ul>
-<li>Je algoritme is <strong>onderdeel van een hoog-risico-AI-systeem</strong>. </li>
-<li>Je algoritme heeft <strong>invloed op een proces met rechtsgevolgen voor burgers of organisaties</strong>. Bijvoorbeeld het wel of niet krijgen van boetes of subsidies.</li>
-<li>Je algoritme heeft <strong>invloed op de manier waarop de overheid burgers of organisaties indeelt, of contact met hen zoekt</strong>. Bijvoorbeeld bij het inschatten van risico’s of het signaleren van fraude.</li>
-<li>Je <strong>overheidsorganisatie vindt zelf dat het algoritme impact heeft op de maatschappij</strong>. Bijvoorbeeld omdat het algoritme ingewikkeld is, veel data gebruikt, vaak in de media komt of onderzocht wordt door een toezichthouder.</li>
-</ul>
-<p>Een impactvol algoritme kan schade veroorzaken aan de maatschappij. Daarom zijn de regels strenger voor impactvolle dan voor niet-impactvolle algoritmes. </p>
-<div class="admonition tip">
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-<p>Twijfel je of je algoritme impactvol is of niet? Beschouw het algoritme dan als impactvol.</p>
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-<p>Meer uitleg en voorbeelden vind je in de <a href="https://algoritmes.pleio.nl/wiki/view/19bb6e9e-7a97-43d5-bef3-b1d66e59f4ff/handreiking-algoritmeregister">Handreiking Algoritmeregister</a>.</p>
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-<p>Dit is degene die gaat over wat wenselijk is en adviseert bij de ontwikkeling en/of inzet van een algoritme. Hierbij horen rollen zoals de beleidsmedewerker, ethicus, CIO-adviseur, architect.</p>
-<h2 id="vereisten">Vereisten</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/index.html">aia-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/index.html">Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html">aia-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html">Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html">aia-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html">Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/index.html">aia-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/index.html">Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/index.html">aia-27</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/index.html">Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/index.html">avg-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/index.html">Persoonsgegevens worden zo kort mogelijk bewaard.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/index.html">avg-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/index.html">Gevoelige persoonsgegevens worden alleen gebruikt als hiervoor een wettelijke uitzondering geldt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/index.html">avg-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/index.html">Besluiten die levens kunnen beïnvloeden, zijn niet volledig geautomatiseerd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html">avg-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html">Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/index.html">awb-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/index.html">Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/index.html">bio-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/index.html">Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr></tbody></table>
-
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/index.html">org-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/index.html">Bepaal of er genoeg experts beschikbaar zijn</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/index.html">org-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/index.html">Stel beleid op voor een verantwoorde inzet van algoritmes binnen de organisatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/index.html">org-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/index.html">Maak een plan voor het omgaan met risico’s</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/index.html">org-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/index.html">Zorg voor politiek-bestuurlijk bewustzijn, betrokkenheid, en verantwoordelijkheid.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/index.html">org-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/index.html">Sluit algoritmegovernance aan op bestaande governancestructuren binnen de organisatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/index.html">org-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/index.html">Gebruik een algoritme volwassenheidsmodel om te weten waar de organisatie staat</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-07-intern-toezicht/index.html">org-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-07-intern-toezicht/index.html">Richt een algoritmegovernance in met three lines of defence</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/index.html">org-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/index.html">Maak gebruik van beslismomenten  in de algoritmelevenscyclus</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/index.html">org-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/index.html">Richt algoritmegovernance op basis van de risicoclassificatie van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/index.html">org-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/index.html">Taken en verantwoordelijkheden zijn toebedeeld in de algoritmegovernance</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/index.html">org-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/index.html">Maak afspraken over het beheer van gebruikers</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html">org-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html">Controleer en verbeter regelmatig de kwaliteit van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/index.html">imp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/index.html">Stel een protocol vast voor de situatie dat er (een vermoeden van) discriminatie door een algoritme is geconstateerd en pas dit wanneer nodig toe.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/index.html">owp-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/index.html">Voer voorafgaand aan een project een data beschikbaarheid, kwaliteit- en toegankelijkheidsanalayse uit.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html">owp-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html">Bepaal het soort algoritme en de risicogroep en vereisten die hierbij horen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">owp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">Inventariseer welke grondrechten het algoritme kan schenden en maak een belangenafweging</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/index.html">owp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/index.html">Maak een lijst van de meest kwetsbare groepen en bescherm hen extra</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">owp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">Een model-verwerkersovereenkomst is onderdeel van de aanbesteding als persoonsgegevens worden verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/index.html">owp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/index.html">Stel een multidisciplinair team samen bij het ontwikkelen of inkopen van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">owp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">Maak een Project Startarchitectuur (PSA) voor de ontwikkeling of inkoop van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/index.html">owp-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/index.html">Koop duurzaam algoritmes in</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/index.html">owp-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/index.html">Beschrijf welke data gebruikt wordt voor de beoogde toepassing</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">owp-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">Maak het opstellen van een verwerkersovereenkomst onderdeel van de aanbesteding als persoonsgegevens worden verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/index.html">owp-15</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/index.html">Maak het leveren van bewijs voor het voldoen aan de vereisten voor algoritmes onderdeel van de beoordeling van een inschrijving.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/index.html">owp-16</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/index.html">Laat aanbieder(s) bewijs leveren dat de door hen ontwikkelde algoritmes geen inbreuk maken op de auteursrechten van derden met de trainingsdata en de output.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/index.html">owp-17</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/index.html">Aansprakelijkheidsvoorwaarden van een aanbieder worden beoordeeld in de aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/index.html">owp-20</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/index.html">Vul technische documentatie van aanbieder aan met relevante informatie vanuit de gebruiksverantwoordelijke.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/index.html">owp-22</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/index.html">Bepaal in een aanbesteding of algoritmes van een aanbieder bepalende invloed hebben in een besluit richting personen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/index.html">owp-23</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/index.html">Laat de aanbieder aangeven welke mate van opleiding en ondersteuning bij de implementatie nodig is om de beoogde algoritmes verantwoord te gebruiken.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/index.html">owp-24</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/index.html">Voer een risico-analyse met de aanbieder uit op het gebied van informatiebeveiliging bij een uitbestedingstraject</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">owp-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">Maak vereisten voor algoritmes onderdeel van de Service Level Agreement</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">owp-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/index.html">pba-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/index.html">Stel vast welke betrokkenen geïnformeerd moeten worden en welke informatie zij nodig hebben.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html">owp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html">Pas uitlegbaarheidstechnieken toe en evalueer en valideer deze.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">imp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">Maak gebruik van een algoritme dat bronvermelding kan genereren bij de output.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">org-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">Pas vastgestelde beleidskaders toe</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">dat-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">Gebruik duurzame datacenters</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">Toets het algoritme op bias</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">imp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">Richt de juiste menselijke controle in van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html">imp-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html">Publiceer impactvolle algoritmes en hoog-risico-AI-systemen in het Algoritmeregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">imp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">Spreek af hoe de organisatie omgaat met privacy-verzoeken</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html">imp-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html">Spreek af hoe medewerkers omgaan met het algoritme.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/index.html">mon-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/index.html">Maak back-ups van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">mon-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">Beveilig de software</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">mon-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">Maak een noodplan voor beveiligingsincidenten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/index.html">mon-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/index.html">Meten, monitoren en rapporteren van milieu-impact van algoritmes</a></td></tr></tbody></table>
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diff --git a/pr-preview/pr-496/rollen/jurist/index.html b/pr-preview/pr-496/rollen/jurist/index.html
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-<p>(Hier komt nog tekst).</p>
-<h2 id="vereisten">Vereisten</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/index.html">aia-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/index.html">Hoog-risico-AI-systemen worden pas geleverd of gebruikt na een conformiteitsbeoordelingsprocedure.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/index.html">aia-15</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/index.html">Hoog-risico-AI-systemen zijn voorzien van een EU-conformiteitsverklaring.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html">aia-33</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html">AI-testomgevingen die persoonsgegevens verwerken, voldoen aan strenge voorwaarden.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/index.html">aut-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/index.html">Auteursrechten zijn beschermd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/index.html">avg-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/index.html">Persoonsgegevens worden op een rechtmatige manier verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/index.html">avg-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/index.html">Persoonsgegevens worden zo min mogelijk verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/index.html">avg-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/index.html">Persoonsgegevens en andere data verwerken gebeurt proportioneel en subsidiair.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/index.html">avg-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/index.html">Organisaties kunnen bewijzen dat zij persoonsgegevens op de juiste manier verwerken.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/index.html">avg-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/index.html">Gevoelige persoonsgegevens worden alleen gebruikt als hiervoor een wettelijke uitzondering geldt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html">avg-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html">Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/index.html">avg-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/index.html">Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/index.html">avg-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/index.html">Een gegevensbeschermingseffectbeoordeling (DPIA) is verplicht, indien een verwerking van persoonsgegevens waarschijnlijk een hoog risico inhoudt voor de rechten en vrijheden van natuurlijke personen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/index.html">dat-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/index.html">Databanken worden alleen gebruikt met toestemming van de databank-producent</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html">grw-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html">Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/index.html">woo-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/index.html">Iedereen kan openbare informatie over algoritmes vinden of aanvragen</a></td></tr></tbody></table>
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-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/index.html">pba-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/index.html">Beschrijf de wettelijke grondslag voor de inzet van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">owp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">Beschrijf voor welk doel het algoritme persoonsgegevens gebruikt en waarom dit mag</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html">owp-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html">Bepaal welke documenten voor hoe lang gearchiveerd moeten worden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/index.html">owp-17</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/index.html">Aansprakelijkheidsvoorwaarden van een aanbieder worden beoordeeld in de aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/index.html">owp-27</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/index.html">Maak (contractuele) afspraken over data en artefacten met een aanbieder</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">dat-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">Geef data zoals persoonsgegevens een bewaartermijn met een vernietigingsprocedure</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/index.html">dat-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/index.html">Bescherm persoonsgegevens door data te anonimiseren, pseudonimiseren of te aggregeren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/index.html">dat-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/index.html">Controleer de auteursrechten van eigen data</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html">owk-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html">Analyseer de privacy-risico’s en neem maatregelen om deze risico’s laag te houden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">Toets het algoritme op bias</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html">ver-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html">Controleer regelmatig of het algoritme voldoet aan alle wetten en regels en het eigen beleid</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">imp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">Spreek af hoe de organisatie omgaat met privacy-verzoeken</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/index.html">imp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/index.html">Vermeld het gebruik van persoonsgegevens in een privacyverklaring</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/index.html">imp-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/index.html">Vermeld het gebruik van persoonsgegevens in het verwerkingsregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">mon-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">Maak een noodplan voor beveiligingsincidenten</a></td></tr></tbody></table>
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-<h1 id="ontwikkelaar">Ontwikkelaar</h1>
-<p>De Ontwikkelaar omvat alle technische expertise. Dit zijn professionals die zich bezighouden met het analyseren, ontwikkelen, en implementeren van algoritmes en modellen. Dit zijn de specialisten die zorgen voor de technische kant van de algoritmeontwikkeling, inclusief programmeren, opschonen van data, data-analyse en het ontwerpen van informatieprocessen.</p>
-<h2 id="relevantie">Relevantie</h2>
-<p>Mensen met technische expertise spelen een cruciale rol bij het verantwoord ontwerpen en ontwikkelen van algoritmes. Zij zorgen ervoor dat algoritmes voldoen aan technische en ethische standaarden, en passen methodes toe om de duurzaamheid, eerlijkheid en transparantie van modellen te waarborgen. Technische experts zijn vaak ook verantwoordelijk voor het testen en optimaliseren van de algoritmes, en voor het implementeren van maatregelen om privacy en gegevensbescherming te waarborgen. In het Algoritmekader zijn er tal van vereisten, maatregelen en hulpmiddelen die specifiek relevant zijn voor technische experts.</p>
-<h2 id="bijbehorende-functies">Bijbehorende functies</h2>
-<ul>
-<li>Data-analist</li>
-<li>Data-scientist</li>
-<li>Data-engineer</li>
-<li>Developer</li>
-<li>Informatieanalist</li>
-<li>Softwareontwikkelaar</li>
-</ul>
-<h2 id="vereisten">Vereisten</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/index.html">aia-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/index.html">Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/index.html">aia-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/index.html">Hoog-risico-AI-systemen zijn voorzien van voldoende technische documentatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/index.html">aia-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/index.html">Hoog-risico-AI-systemen loggen automatisch bepaalde gegevens.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html">aia-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html">Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html">aia-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html">Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/index.html">aia-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/index.html">Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/index.html">aia-20</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/index.html">Hoog-risico-AI-systemen worden gebruikt volgens de gebruiksaanwijzing.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/index.html">aia-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/index.html">AI-systemen worden zo ontworpen en gebruikt, dat mensen begrijpen wanneer zij met een AI-systeem communiceren en welke content gemaakt is door een AI-systeem.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/index.html">aia-30</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/index.html">Aanbieders van AI-modellen voor algemene doeleinden met een systeemrisico treffen extra maatregelen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/index.html">aia-32</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/index.html">AI-modellen voor algemene doeleinden met systeemrisico’s zijn voldoende beveiligd tegen cyberaanvallen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html">aia-33</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html">AI-testomgevingen die persoonsgegevens verwerken, voldoen aan strenge voorwaarden.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-39-testen/index.html">aia-39</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-39-testen/index.html">Hoog-risico-AI-systemen zijn getest.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/index.html">arc-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/index.html">Informatie over algoritmes wordt in goede, geordende en toegankelijke staat gebracht, bewaard en vernietigd wanneer nodig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/index.html">avg-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/index.html">Persoonsgegevens worden zo kort mogelijk bewaard.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/index.html">avg-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/index.html">Persoonsgegevens worden zo min mogelijk verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/index.html">avg-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/index.html">Persoonsgegevens en andere data verwerken gebeurt proportioneel en subsidiair.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/index.html">avg-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/index.html">Persoonsgegevens zijn juist en actueel.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/index.html">avg-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/index.html">Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/index.html">avg-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/index.html">Betrokkenen kunnen een beroep doen op hun privacyrechten.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html">avg-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html">Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/index.html">avg-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/index.html">Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/index.html">awb-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/index.html">Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/index.html">bio-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/index.html">Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr></tbody></table>
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-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/index.html">org-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/index.html">Maak afspraken over het beheer van wachtwoorden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/index.html">org-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/index.html">Maak afspraken over het wijzigen van de code</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/index.html">owp-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/index.html">Beschrijf welke techniek gebruikt wordt voor de beoogde toepassing</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html">owp-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html">Bepaal welke documenten voor hoe lang gearchiveerd moeten worden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/index.html">owp-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/index.html">Beschrijf welke data gebruikt wordt voor de beoogde toepassing</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/index.html">Ontwerp algoritmes zo eenvoudig mogelijk</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/index.html">owp-20</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/index.html">Vul technische documentatie van aanbieder aan met relevante informatie vanuit de gebruiksverantwoordelijke.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/index.html">owp-22</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/index.html">Bepaal in een aanbesteding of algoritmes van een aanbieder bepalende invloed hebben in een besluit richting personen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/index.html">owp-23</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/index.html">Laat de aanbieder aangeven welke mate van opleiding en ondersteuning bij de implementatie nodig is om de beoogde algoritmes verantwoord te gebruiken.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">owp-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">Maak vereisten voor algoritmes onderdeel van de Service Level Agreement</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html">owp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html">Pas uitlegbaarheidstechnieken toe en evalueer en valideer deze.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/index.html">dat-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/index.html">Controleer de datakwaliteit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/index.html">dat-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/index.html">Maak waardevolle data vindbaar, toegankelijk, interoperabel en herbruikbaar (FAIR) binnen en buiten de eigen organisatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/index.html">dat-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/index.html">Bescherm persoonsgegevens door data te anonimiseren, pseudonimiseren of te aggregeren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">dat-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">Gebruik duurzame datacenters</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html">dat-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html">Gebruik bij machine learning technieken gescheiden train-, test- en validatiedata en houdt rekening met underfitting en overfitting.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/index.html">dat-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/index.html">Beperk de omvang van datasets voor energie-efficiëntie</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/index.html">owk-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/index.html">Ontwerp en ontwikkel het algoritme volgens de principes van ‘security by design’</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">owk-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">Maak een noodplan voor het stoppen van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/index.html">owk-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/index.html">Maak logbestanden waarin staat wie wanneer toegang had tot de data en de code</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-05-energiezuinige-programmeermethoden/index.html">owk-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-05-energiezuinige-programmeermethoden/index.html">Kies energiezuinige programmeermethoden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/index.html">owk-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/index.html">Optimaliseer AI-trainingsprocessen voor energie-efficiëntie</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html">Controleer regelmatig of het algoritme werkt zoals het bedoeld is</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">Toets het algoritme op bias</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/index.html">imp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/index.html">Stel een werkinstructie op voor gebruikers.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">imp-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">Doe aselecte steekproeven om algoritmes met 'risicogestuurde selectie’ te controleren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/index.html">imp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/index.html">Richt een proces in zodat burgers of andere belanghebbenden een klacht, bezwaar of beroep kunnen indienen over het gebruik van het algoritme en monitor dit proces.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/index.html">mon-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/index.html">Maak back-ups van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">mon-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">Beveilig de software</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html">mon-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html">Monitor regelmatig op veranderingen in de data. Bij veranderingen evalueer je de prestaties en output van het algoritme.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/index.html">mon-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/index.html">Meten, monitoren en rapporteren van milieu-impact van algoritmes</a></td></tr></tbody></table>
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diff --git a/pr-preview/pr-496/rollen/projectleider/index.html b/pr-preview/pr-496/rollen/projectleider/index.html
deleted file mode 100644
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-<h1 id="projectleider">Projectleider</h1>
-<p>De projectleider richt zich op het coördineren en aansturen van alle betrokken partijen en processen bij de ontwikkeling van algoritmes. Projectleiders zorgen ervoor dat projecten door de verschillende fasen van de levenscyclus van algoritmes worden geleid, van probleemanalyse tot monitoring &amp; beheer, of zelfs uitfasering.</p>
-<h2 id="relevantie">Relevantie</h2>
-<p>Projectmanagement binnen het Algoritmekader betekent het verbinden van benodigde expertises en het waarborgen dat alle stappen van het ontwikkelproces verantwoord en volgens de gestelde kaders worden uitgevoerd. Projectmanagers maken afspraken over de te navolgen vereisten en stellen prioriteiten in uit te voeren maatregelen. Zij houden contact met opdrachtgevers en verantwoordelijken om te zorgen dat de projectdoelen worden behaald en risico’s worden gemitigeerd. Zij spelen een hoofdrol bij het realiseren van een verantwoorde en effectieve inzet van algoritmes binnen een organisatie.</p>
-<h2 id="bijbehorende-functies">Bijbehorende functies</h2>
-<ul>
-<li>Projectleider</li>
-<li>Product owner</li>
-<li>Proceseigenaar</li>
-<li>IT-projectmanager</li>
-</ul>
-<h2 id="vereisten">Vereisten</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/index.html">aia-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/index.html">Personeel en gebruikers zijn voldoende AI-geletterd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/index.html">aia-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/index.html">Verboden AI-systemen mogen niet worden gebruikt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/index.html">aia-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/index.html">Beoordeling als niet 'hoog-risico-AI-systeem' is gedocumenteerd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/index.html">aia-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/index.html">Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/index.html">aia-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/index.html">Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/index.html">aia-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/index.html">Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/index.html">aia-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/index.html">Hoog-risico-AI-systemen zijn voorzien van voldoende technische documentatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/index.html">aia-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/index.html">Hoog-risico-AI-systemen loggen automatisch bepaalde gegevens.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html">aia-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html">Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/index.html">aia-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/index.html">Hoog-risico-AI-systemen staan onder menselijk toezicht.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html">aia-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html">Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/index.html">aia-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/index.html">Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/index.html">aia-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/index.html">Documentatie over hoog-risico-AI-systemen wordt 10 jaar bewaard door de aanbieder.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/index.html">aia-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/index.html">Logs van hoog-risico-AI-systemen worden zes maanden bewaard door de aanbieder.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/index.html">aia-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/index.html">Hoog-risico-AI-systemen worden pas geleverd of gebruikt na een conformiteitsbeoordelingsprocedure.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/index.html">aia-15</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/index.html">Hoog-risico-AI-systemen zijn voorzien van een EU-conformiteitsverklaring.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/index.html">aia-16</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/index.html">Hoog-risico-AI-systemen zijn voorzien van een CE-markering.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/index.html">aia-17</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/index.html">Hoog-risico-AI-systemen zijn geregistreerd in de EU-databank.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/index.html">aia-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/index.html">Als een hoog-risico-AI-systeem niet voldoet aan de AI-verordening, grijpt de aanbieder in.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/index.html">aia-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/index.html">Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/index.html">aia-20</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/index.html">Hoog-risico-AI-systemen worden gebruikt volgens de gebruiksaanwijzing.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/index.html">aia-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/index.html">Menselijk toezicht van hoog-risico-AI-systemen wordt uitgevoerd door mensen met voldoende kennis en mogelijkheden.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/index.html">aia-22</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/index.html">De werking van hoog-risico-AI-systemen wordt gemonitord.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/index.html">aia-23</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/index.html">Logs voor hoog-risico-AI-systemen worden bewaard door de gebruiksverantwoordelijke.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-24-informeren-werknemers/index.html">aia-24</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-24-informeren-werknemers/index.html">Werknemers weten dat hun organisatie een hoog-risico AI-systeem gebruikt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/index.html">aia-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/index.html">Gebruiksverantwoordelijken controleren de registratie van het hoog-risico AI-systeem in de EU-databank.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/index.html">aia-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/index.html">Mensen over wie besluiten worden genomen door een hoog-risico-AI-systemen, krijgen op verzoek informatie over deze besluiten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/index.html">aia-27</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/index.html">Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/index.html">aia-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/index.html">AI-systemen worden zo ontworpen en gebruikt, dat mensen begrijpen wanneer zij met een AI-systeem communiceren en welke content gemaakt is door een AI-systeem.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/index.html">aia-29</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/index.html">AI-modellen voor algemene doeleinden zijn voorzien van voldoende technische documentatie en informatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/index.html">aia-30</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/index.html">Aanbieders van AI-modellen voor algemene doeleinden met een systeemrisico treffen extra maatregelen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/index.html">aia-31</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/index.html">Als AI-modellen voor algemene doeleinden met systeemrisico’s ernstige incidenten veroorzaken, wordt dit gedocumenteerd en gerapporteerd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html">aia-33</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html">AI-testomgevingen die persoonsgegevens verwerken, voldoen aan strenge voorwaarden.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-34-monitoring-na-het-in-de-handel-brengen/index.html">aia-34</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-34-monitoring-na-het-in-de-handel-brengen/index.html">Hoog-risico-AI-systemen zijn voorzien van een monitoringsysteem.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/index.html">aia-35</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/index.html">Ernstige incidenten door hoog-risico-AI-systemen worden gemeld aan de toezichthouder.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/index.html">aia-36</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/index.html">Klokkenluiders kunnen veilig melden dat een organisatie zich niet houdt aan de AI-verordening.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-37-recht-klacht-indienen-bij-ai-bureau/index.html">aia-37</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-37-recht-klacht-indienen-bij-ai-bureau/index.html">Klachtrecht voor aanbieders verder in AI-waardeketen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-39-beleid-naleven-auteurs-en-naburige-rechten/index.html">aia-29</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-39-beleid-naleven-auteurs-en-naburige-rechten/index.html">Er is beleid opgesteld ter naleving van auteursrechten en naburige rechten door aanbieders van AI-modellen voor algemene doeleinden.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-39-testen/index.html">aia-39</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-39-testen/index.html">Hoog-risico-AI-systemen zijn getest.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/index.html">arc-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/index.html">Informatie over algoritmes wordt in goede, geordende en toegankelijke staat gebracht, bewaard en vernietigd wanneer nodig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/index.html">avg-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/index.html">Persoonsgegevens worden op een rechtmatige manier verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/index.html">avg-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/index.html">Persoonsgegevens zijn juist en actueel.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/index.html">avg-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/index.html">Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/index.html">avg-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/index.html">Gevoelige persoonsgegevens worden alleen gebruikt als hiervoor een wettelijke uitzondering geldt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/index.html">avg-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/index.html">Besluiten die levens kunnen beïnvloeden, zijn niet volledig geautomatiseerd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html">avg-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html">Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/index.html">avg-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/index.html">Een gegevensbeschermingseffectbeoordeling (DPIA) is verplicht, indien een verwerking van persoonsgegevens waarschijnlijk een hoog risico inhoudt voor de rechten en vrijheden van natuurlijke personen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/index.html">awb-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/index.html">Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/index.html">awb-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/index.html">Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/index.html">bzk-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/index.html">Impactvolle algoritmes en hoog-risico-AI-systemen staan in het Nederlandse Algoritmeregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html">grw-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html">Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/index.html">grw-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/index.html">Algoritmes discrimineren niet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/index.html">woo-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/index.html">Iedereen kan openbare informatie over algoritmes vinden of aanvragen</a></td></tr></tbody></table>
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-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/index.html">org-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/index.html">Bepaal of er genoeg experts beschikbaar zijn</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/index.html">org-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/index.html">Maak een plan voor het omgaan met risico’s</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/index.html">org-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/index.html">Zorg voor politiek-bestuurlijk bewustzijn, betrokkenheid, en verantwoordelijkheid.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/index.html">org-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/index.html">Sluit algoritmegovernance aan op bestaande governancestructuren binnen de organisatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/index.html">org-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/index.html">Gebruik een algoritme volwassenheidsmodel om te weten waar de organisatie staat</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-07-intern-toezicht/index.html">org-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-07-intern-toezicht/index.html">Richt een algoritmegovernance in met three lines of defence</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/index.html">org-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/index.html">Maak gebruik van beslismomenten  in de algoritmelevenscyclus</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/index.html">org-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/index.html">Richt algoritmegovernance op basis van de risicoclassificatie van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/index.html">org-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/index.html">Taken en verantwoordelijkheden zijn toebedeeld in de algoritmegovernance</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/index.html">org-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/index.html">Maak afspraken over het beheer van gebruikers</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html">org-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html">Controleer en verbeter regelmatig de kwaliteit van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/index.html">org-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/index.html">Maak afspraken over het beheer van wachtwoorden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/index.html">org-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/index.html">Maak afspraken over het wijzigen van de code</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/index.html">imp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/index.html">Stel een protocol vast voor de situatie dat er (een vermoeden van) discriminatie door een algoritme is geconstateerd en pas dit wanneer nodig toe.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/index.html">pba-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/index.html">Beschrijf het probleem dat het algoritme moet oplossen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/index.html">pba-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/index.html">Beschrijf het doel van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/index.html">pba-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/index.html">Beschrijf waarom een algoritme het probleem moet oplossen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/index.html">pba-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/index.html">Overleg regelmatig met belanghebbenden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/index.html">owp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/index.html">Beschrijf de rollen en verantwoordelijkheden voor het ontwikkelen en gebruiken van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/index.html">owp-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/index.html">Voer voorafgaand aan een project een data beschikbaarheid, kwaliteit- en toegankelijkheidsanalayse uit.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">owp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">Beschrijf voor welk doel het algoritme persoonsgegevens gebruikt en waarom dit mag</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html">owp-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html">Bepaal het soort algoritme en de risicogroep en vereisten die hierbij horen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">owp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">Inventariseer welke grondrechten het algoritme kan schenden en maak een belangenafweging</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html">owp-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html">Bepaal welke documenten voor hoe lang gearchiveerd moeten worden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">owp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">Een model-verwerkersovereenkomst is onderdeel van de aanbesteding als persoonsgegevens worden verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/index.html">owp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/index.html">Stel een multidisciplinair team samen bij het ontwikkelen of inkopen van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">owp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">Maak een Project Startarchitectuur (PSA) voor de ontwikkeling of inkoop van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/index.html">owp-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/index.html">Koop duurzaam algoritmes in</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">owp-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">Maak het opstellen van een verwerkersovereenkomst onderdeel van de aanbesteding als persoonsgegevens worden verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/index.html">owp-15</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/index.html">Maak het leveren van bewijs voor het voldoen aan de vereisten voor algoritmes onderdeel van de beoordeling van een inschrijving.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/index.html">owp-16</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/index.html">Laat aanbieder(s) bewijs leveren dat de door hen ontwikkelde algoritmes geen inbreuk maken op de auteursrechten van derden met de trainingsdata en de output.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/index.html">owp-20</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/index.html">Vul technische documentatie van aanbieder aan met relevante informatie vanuit de gebruiksverantwoordelijke.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/index.html">owp-22</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/index.html">Bepaal in een aanbesteding of algoritmes van een aanbieder bepalende invloed hebben in een besluit richting personen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/index.html">owp-23</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/index.html">Laat de aanbieder aangeven welke mate van opleiding en ondersteuning bij de implementatie nodig is om de beoogde algoritmes verantwoord te gebruiken.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/index.html">owp-24</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/index.html">Voer een risico-analyse met de aanbieder uit op het gebied van informatiebeveiliging bij een uitbestedingstraject</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">owp-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">Maak vereisten voor algoritmes onderdeel van de Service Level Agreement</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">owp-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/index.html">pba-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/index.html">Stel vast welke betrokkenen geïnformeerd moeten worden en welke informatie zij nodig hebben.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html">owp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html">Pas uitlegbaarheidstechnieken toe en evalueer en valideer deze.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">imp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">Maak gebruik van een algoritme dat bronvermelding kan genereren bij de output.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">org-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">Pas vastgestelde beleidskaders toe</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">dat-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">Geef data zoals persoonsgegevens een bewaartermijn met een vernietigingsprocedure</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">dat-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">Gebruik duurzame datacenters</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html">dat-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html">Zorg dat je controle of eigenaarschap hebt over de data</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/index.html">dat-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/index.html">Beperk de omvang van datasets voor energie-efficiëntie</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/index.html">owk-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/index.html">Ontwerp en ontwikkel het algoritme volgens de principes van ‘security by design’</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">owk-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">Maak een noodplan voor het stoppen van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html">owk-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html">Analyseer de privacy-risico’s en neem maatregelen om deze risico’s laag te houden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html">Controleer regelmatig of het algoritme werkt zoals het bedoeld is</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">Toets het algoritme op bias</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/index.html">imp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/index.html">Stel een werkinstructie op voor gebruikers.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">imp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">Richt de juiste menselijke controle in van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html">imp-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html">Publiceer impactvolle algoritmes en hoog-risico-AI-systemen in het Algoritmeregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">imp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">Spreek af hoe de organisatie omgaat met privacy-verzoeken</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html">imp-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html">Spreek af hoe medewerkers omgaan met het algoritme.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/index.html">imp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/index.html">Vermeld het gebruik van persoonsgegevens in een privacyverklaring</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/index.html">imp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/index.html">Richt een proces in zodat burgers of andere belanghebbenden een klacht, bezwaar of beroep kunnen indienen over het gebruik van het algoritme en monitor dit proces.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/index.html">imp-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/index.html">Vermeld het gebruik van persoonsgegevens in het verwerkingsregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">imp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">Maak een openbaar besluit over de inzet van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">mon-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">Beveilig de software</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">mon-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">Maak een noodplan voor beveiligingsincidenten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/index.html">mon-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/index.html">Meten, monitoren en rapporteren van milieu-impact van algoritmes</a></td></tr></tbody></table>
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diff --git a/pr-preview/pr-496/search/search_index.json b/pr-preview/pr-496/search/search_index.json
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-{"config":{"lang":["nl"],"separator":"[\\s\\-]+","pipeline":["stopWordFilter"],"fields":{"title":{"boost":1000.0},"text":{"boost":1.0},"tags":{"boost":1000000.0}}},"docs":[{"location":"","title":"Algoritmekader","text":"Wetten en regels, tips en hulpmiddelen voor verantwoord gebruik van algoritmes door de overheid.       b\u00e8taversie <p>Deze website is in ontwikkeling. Alle versies ontstaan op een open manier. Iedereen mag opmerkingen of suggesties geven.</p> <p> Over het algoritmekader  </p> Onderwerpen <ul> <li>Discriminerende effecten van algoritmes</li> <li>Privacy en persoonsgegevens beschermen</li> <li>Publieke inkoop van algoritmes</li> </ul> Alle onderwerpen Waar beginnen? <ul> <li>Wat is een algoritme?</li> <li>Rollen</li> <li>Levenscyclus van algoritmes</li> <li>Governance van algoritmes binnen je organisatie</li> </ul> Eerste deadline: 2 februari 2025 <ul> <li>Tijdlijn AI-verordening</li> <li>Beslishulp AI-verordening</li> </ul> Voldoen aan wetten en regels <ul> <li>Overzicht vereisten voor de overheid</li> <li>Overzicht aanbevolen maatregelen</li> <li>Overzicht aanbevolen hulpmiddelen</li> </ul> <p></p>"},{"location":"version/","title":"Version","text":""},{"location":"version/#-","title":"---","text":""},{"location":"version/#huidige-versie","title":"Huidige versie","text":"<p>v1.6.1-51-g7fb2673d5</p>"},{"location":"levenscyclus/","title":"Levenscyclus algoritmes en AI","text":"<ul> <li> <p>Over de levenscyclus</p> <p>De levenscyclus helpt je te bepalen wat je wanneer moet doen. Hoe ziet dit eruit in een plaatje? En waarom 8 fasen?</p> </li> <li> <p>Fase 0: Organisatieverantwoordelijkheden</p> <p>Voordat je start met de ontwikkeling of het gebruik van een algoritme, zul je moeten zorgen dat je organisatie voldoende ingericht is om algoritmes te gebruiken of te ontwikkelen.</p> </li> <li> <p>Fase 1: Probleemanalyse</p> <p>In deze fase wordt het probleem en de doelstellingen van een opdrachtgever geanalyseerd en beschreven.</p> </li> <li> <p>Fase 2: Ontwerp</p> <p>In de ontwerpfase wordt het conceptuele ontwerp van het AI-systeem uitgedacht.</p> </li> <li> <p>Fase 3: Dataverkenning en datapreparatie</p> <p>Dit is de fase waarin het algoritme of AI-systeem wordt ontwikkeld door het ontwikkelteam.</p> </li> <li> <p>Fase 4: Ontwikkelen</p> <p>Dit is de fase waarin het algoritme of AI-systeem wordt ontwikkeld door het ontwikkelteam.</p> </li> <li> <p>Fase 5: Verificatie en validatie</p> <p>Bij de verificatie en validatie van het algoritme of AI-systeem dient bepaald te worden of het algoritme of AI-systeem gebouwd is volgens de (technische) specificaties en voldoet aan de beoogde doelstellingen.</p> </li> <li> <p>Fase 6: Implementatie</p> <p>In deze fase wordt het algoritme of AI-systeem in de praktijk gebracht en duurzaam ge\u00efntegreerd in het bedrijfsproces.</p> </li> <li> <p>Fase 7: Monitoring en beheer</p> <p>Het algoritme of AI-systeem wordt in deze fase voortdurend gemonitord om ervoor te zorgen dat het blijft presteren zoals verwacht en kan worden gebruikt door gebruikers.</p> </li> <li> <p>Fase 8: Uitfaseren</p> <p>Als wordt besloten dat het algoritme of AI-systeem niet langer nodig is of wordt vervangen door een wezenlijk andere versie, wordt het gearchiveerd en uitgefaseerd.</p> </li> </ul>"},{"location":"levenscyclus/dataverkenning-en-datapreparatie/","title":"Fase 3: Dataverkenning en datapreparatie","text":"<p>In deze fase worden relevante datasets ge\u00efdentificeerd en wanneer nodig wordt nieuwe data verzameld.  In deze fase zal ook de ontwikkelomgeving (verder) worden ingericht indien nodig.  Het is van belang dat voorafgaand aan verzameling is vastgesteld dat de benodigde data mag worden verwerkt en dat de juiste maatregelen worden getroffen, zodra de data kan worden verwerkt.  Denk hierbij aan het anonimiseren, pseudonimiseren of aggregeren van persoonsgegevens.  De data zullen vervolgens worden opgeschoond, geanalyseerd en voorbereid voor verdere verwerking. </p> <p>Het is van belang dat dataverzameling op de juiste manier gebeurt, en dat datasets die gebruikt gaan worden van goede kwaliteit zijn.  In deze fase is het van belang om de datakwaliteit en eventuele bias in de dataset te onderzoeken.  Indien er risico's optreden door bijvoorbeeld missende data of niet representatieve data, is het belangrijk om te kijken wat voor effecten dit heeft op het oorspronkelijke ontwerp van het algoritme.  Dit kan betekenen dat nieuwe keuzes moeten worden gemaakt in het ontwerp en eventueel eerste deze fase van ontwerp (deels) opnieuw moet worden doorlopen. </p> <p>Met voorgaande handelingen wordt het fundament gelegd om het algoritme te kunnen ontwikkelen.  In de praktijk zal bijvoorbeeld het analyseren van de data niet stoppen na deze fase, maar terugkerend zijn in alle fasen die volgen.  Als de verzamelde data van voldoende kwaliteit is en de vereiste maatregelen zijn getroffen, dan kan worden gestart met het ontwikkelen van het algoritme. </p>"},{"location":"levenscyclus/implementatie/","title":"Fase 6: Implementatie","text":"<p>In deze fase wordt het algoritme in de praktijk gebracht en duurzaam ge\u00efntegreerd in het bedrijfsproces.  In de praktijk worden veelal eerst een pilot uitgevoerd voor een afgebakende periode of over een beperkt aan zaken.  In deze situatie, een pilot, wordt tijdelijk productiedata verwerkt.  Dit vraagt om een goede samenwerking tussen het ontwikkelteam en de gebruikers van het algoritme.  Niet alleen de prestaties van het algoritme worden nogmaals gevalideerd, maar bijvoorbeeld ook of de output zodanig wordt gepresenteerd dat gebruikers hiermee kunnen werken.  Na deze pilot wordt onderzocht in hoeverre het algoritme presteert conform wens en verwachting.  Er kan worden gekozen om het algoritme eerst nog door te ontwikkelen op basis van de bevindingen, uit te faseren of om de oplossing structureel onderdeel te maken van de bedrijfsvoering door het te implementeren. </p> <p>Als een besluit wordt genomen om de oplossing te implementeren, dan is het van belang dat gebruikers goed begrijpen hoe de resultaten van het algoritme moeten worden ge\u00efnterpreteerd, dat de rest-risico's bekend zijn, de verantwoordelijkheden belegd zijn en dat er duidelijke werkinstructies zijn over het gebruik van het algoritme. Service- en incidentmanagement moet volledig worden geoperationaliseerd, zodat gebruikers kunnen worden geholpen bij vragen of incidenten.  Een kenmerkend element van deze fase is dat vanaf nu betrokkenen onderhevig zijn aan de werking van het algoritme.  Beslissingen en besluiten komen nu bijvoorbeeld mede of geheel door de werking van het algoritme tot stand.  Waar passend, bijvoorbeeld bij impactvolle of hoog risico AI-systemen wordt dit duidelijk gecommuniceerd naar betrokken, voordat de oplossing volledig is ge\u00efmplementeerd.  </p>"},{"location":"levenscyclus/monitoring-en-beheer/","title":"Fase 7: Monitoring en beheer","text":"<p>Het algoritme wordt in deze fase voortdurend gemonitord om ervoor te zorgen dat het blijft presteren zoals verwacht en kan worden gebruikt door gebruikers.  Eventuele afwijkingen of degradatie van prestaties worden gesignaleerd en er worden maatregelen getroffen om dit te herstellen.  Dit is van belang vanuit een technisch perspectief (presteert het model nog wel waar het voor ontworpen is), maar ook vanuit een juridische en ethische blik (functioneert het model nog wel rechtmatig en zijn er geen onvoorziene nadelige effecten op mens en maatschappij).  Hierbij dient ook voortdurend gemonitord te worden of de omstandigheden waarin het algoritme wordt gebruikt veranderlijk zijn, en of daar op geanticipeerd moet worden.  Dit kan bijvoorbeeld spelen bij veranderende data of bij het uitvoeren van nieuw beleid of wet- en regelgeving in het werkproces dat wordt ondersteund met het algoritme. </p> <p>Het is van belang dat beheer wordt uitgevoerd over het algoritme, zodat de (gehele) oplossing operationeel blijft.  Een wijziging in onderliggende systemen kan er bijvoorbeeld voor zorgen dat het algoritme niet meer wordt voorzien van de noodzakelijk data om de benodigde output te genereren.  Het beheerteam zorgt ervoor dat dergelijke situaties worden voorkomen of opgelost. Er kunnen ook incidenten worden gemeld door gebruikers die worden opgelost door het beheerteam.  </p>"},{"location":"levenscyclus/ontwerp/","title":"Fase 2: Ontwerp","text":"<p>In de ontwerpfase wordt het conceptuele ontwerp van het algoritme uitgedacht.  Het is van belang om belangrijke uitgangspunten en beleid, zoals doelarchitectuur en de datastrategie, van de betreffende organisatie meteen te verwerken in het ontwerp en dat het applicatielandschap en de databronnen in beeld wordt gebracht.  In deze fase worden doorgaans veel werkzaamheden verzet, zoals business- en informatieanalyse, om een goed beeld te krijgen hoe aan de beoogde doelstellingen kan worden voldaan met een passende oplossing.  </p> <p>Het is goed denkbaar dat meerdere ontwerpen in deze fase tot stand komen voor het te ontwikkelen algoritme.  Het is van belang om deze ontwerpen te toetsen bij bijvoorbeeld de proceseigenaar, opdrachtgever en gebruiker, maar ook bij informatiebeveiligingsadviseurs, privacy officers, informatiebeheerders, architecten of een ethicus.  Deze experts kunnen vanuit hun vakgebied een eerste toets doen in hoeverre het ontwerp haalbaar of gewenst is, aansluit bij de gebruikersbehoefte, aan welke vereisten moet worden voldaan of dat er risicoanalyses moeten worden uitgevoerd en een onafhankelijke commissies moet worden betrokken.</p> <p>Met deze input kan het ontwerp worden verbeterd en vraagstukken over bijvoorbeeld governance en risicomanagement verder worden uitgewerkt.  In deze fase kan ook een eerste stap worden gezet om de vereisten te vertalen naar concrete maatregelen, te structureren en te beleggen bij de betrokken experts.  Als bijvoorbeeld is vastgesteld dat persoonsgegevens noodzakelijkerwijs moeten worden verwerkt en hier een grondslag voor is, dan is het van belang dat voorafgaand aan de dataverkenning en datapreparatie fase voldoende (technische) maatregelen zijn getroffen om de data veilig te verwerken in de beoogde (ontwikkel)omgeving. </p> <p>Daarnaast dient er in de ontwerpfase ook aandacht besteed te worden aan de succesfactoren van een algoritme.  Het is belangrijk om in een multidisciplinaire setting te bepalen hoe het algoritme in de praktijk ge\u00ebvalueerd kan worden en wanneer we kunnen spreken van een rechtvaardig succes. Hierbij dient er ook te worden nagedacht over evaluatiemethoden om na te gaan of het algoritme voldoet aan bijvoorbeeld het vereiste van non-discriminatie. </p> <p>Nadat een besluit is genomen over het definitieve ontwerp van het algoritme, kan worden gestart met het inrichten van de ontwikkelomgeving (indien nodig), de dataverkenning, datapreparatie.  Dit besluit betekent dat een akkoord wordt gegeven voor het type algoritme en de beoogde werking.  </p>"},{"location":"levenscyclus/ontwikkelen/","title":"Fase 4: Ontwikkelen","text":"<p>Dit is de fase waarin het algoritme wordt ontwikkeld door het ontwikkelteam.  Als het gaat om AI-systemen, omvat deze fase het trainen van modellen met behulp van de voorbereide gegevens. Als het gaat om algoritmes op basis van rekenregels, betreft dit het implementeren van deze rekenregels in de (ontwikkelomgeving van de) systemen.  </p> <p>Het algoritme technisch correct ontwikkelen, inclusief het kunnen begrijpen van de beperkingen ervan, vraagt om een samenspel van expertise vanuit verschillende disciplines.  Denk hierbij aan de proceseigenaar, domeinexperts van het te ondersteunen werkproces, data scientists, data engineer, (privacy)juristen, beleidsmedewerkers en een ethicus.  Een voorbeeld hiervan is het beoordelen van de zogenaamde inputvariabelen of rekenregels (die voor een groot deel bepalen hoe een algoritme functioneert) van een machine learning model of algoritme.  Deze rollen zijn bijzonder waardevol bij het beoordelen of deze variabelen of rekenregels juridisch zijn toegestaan, ethisch wenselijk zijn, technisch gezien- voldoende significant zijn en of deze van toegevoegde waarde zijn voor gebruikers.  Dit multidisciplinaire team kan tijdens de ontwikkeling continu bijsturen, zodat het algoritme op een verantwoorde wijze functioneert en aansluit bij de beoogde doelstellingen.  </p> <p>In deze fase is niet alleen het ontwikkelen van een algoritme, maar ook het documenteren van belangrijke afwegingen en het opstellen van technische documentatie van groot belang.  Daarnaast zullen tal van (technische) maatregelen moeten worden getroffen zoals de verdere beveiliging van het informatiesysteem of bij de ontsluiting van de output naar gebruikers, het automatische genereren van logs en het inrichten van service en incidentmanagementprocedures.  </p>"},{"location":"levenscyclus/organisatieverantwoordelijkheden/","title":"Fase 0: Organisatieverantwoordelijkheden","text":"<p>Voordat je start met de ontwikkeling of het gebruik van een algoritme, zul je moeten zorgen dat je organisatie voldoende ingericht is om algoritmes te gebruiken of te ontwikkelen.  In deze fase beschrijven we de randvoorwaarden die je als organisatie moet hebben om aan de slag te gaan. Dit zijn aspecten die je in het ideale geval al regelt voordat je begint aan het gebruik van algoritmes. Het zijn ook taken die je voortdurend aandacht zal moeten geven, maar die je niet voor ieder algorite opnieuw hoeft te organiseren. </p>"},{"location":"levenscyclus/over-de-levenscyclus/","title":"Over de levenscyclus","text":"<p>Om algoritmes op een verantwoorde manier te gebruiken, zul je op de juiste momenten aandacht moeten hebben voor de juiste onderwerpen en risico's. Van het ontwikkelen van een oplossing, tot het in gebruik nemen van die oplossing en er uiteindelijk weer mee stoppen. Door al in een vroeg stadium aandacht besteden aan bijvoorbeeld een eventuele inbreuk op mensenrechten kan je hier gedurende het hele proces al rekening mee houden. De levenscyclus helpt je om te bepalen wat je wanneer moet doen.</p> <pre><code>  flowchart TD\n      subgraph organisatieniveau [organisatieniveau &amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp]\n        0(0. Organisatieverantwoordelijkheden) --&gt; 1(1. Probleemanalyse);\n        subgraph systeemniveau [systeemniveau &amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp&amp;nbsp]\n          7(7. Monitoring en beheer) --&gt; 1(1. Probleemanalyse);\n          1(1. Probleemanalyse) --&gt; 2(2. Ontwerp);\n          2(2. Ontwerp) --&gt; 3(3. Dataverkenning en datapreparatie);\n          3(3. Dataverkenning en datapreparatie) --&gt; 4(4. Ontwikkelen);\n          4(4. Ontwikkelen) --&gt; 5(5. Verificatie en validatie);\n          5(5. Verificatie en validatie) --&gt; 6(6. Implementatie);\n          6(6. Implementatie) --&gt; 7(7. Monitoring en beheer);\n          7(7. Monitoring en beheer) -.-&gt; 8(8. Uitfaseren);\n        end\n      end\n      click 0 href \"organisatieverantwoordelijkheden\"\n      click 1 href \"probleemanalyse\"\n      click 2 href \"ontwerp\"\n      click 3 href \"dataverkenning-en-datapreparatie\"\n      click 4 href \"ontwikkelen\"\n      click 5 href \"verificatie-en-validatie\"\n      click 6 href \"implementatie\"\n      click 7 href \"monitoring-en-beheer\"\n      click 8 href \"uitfaseren\"\n      style 0 color:#fff, fill:#1975d2, stroke:#1975d2, text-decoration:underline;\n      style 1 color:#fff, fill:#1975d2, stroke:#1975d2, text-decoration:underline;\n      style 2 color:#fff, fill:#1975d2, stroke:#1975d2, text-decoration:underline;\n      style 3 color:#fff, fill:#1975d2, stroke:#1975d2, text-decoration:underline;\n      style 4 color:#fff, fill:#1975d2, stroke:#1975d2, text-decoration:underline;\n      style 5 color:#fff, fill:#1975d2, stroke:#1975d2, text-decoration:underline;\n      style 6 color:#fff, fill:#1975d2, stroke:#1975d2, text-decoration:underline;\n      style 7 color:#fff, fill:#1975d2, stroke:#1975d2, text-decoration:underline;\n      style 8 color:#fff, fill:#1975d2, stroke:#1975d2, text-decoration:underline;\n      style organisatieniveau fill:transparant</code></pre> <p>Tip</p> <p>In de praktijk herhaal je soms fases of ga je terug naar een eerdere fase. Mislukt bijvoorbeeld het valideren (fase 5), dan moet je terug naar de ontwerpfase (fase 2) omdat het product nog niet voldoet aan de wensen of vereisten.</p>"},{"location":"levenscyclus/over-de-levenscyclus/#fases-van-de-levenscyclus","title":"Fases van de levenscyclus","text":"<ol> <li> Organisatieverantwoordelijkheden</li> <li> Probleemanalyse</li> <li> Ontwerp</li> <li> Dataverkenning en datapreparatie</li> <li> Ontwikkelen</li> <li> Verificatie en validatie</li> <li> Implementeren</li> <li> Monitoring en beheer</li> <li> Uitfaseren</li> </ol>"},{"location":"levenscyclus/over-de-levenscyclus/#systeemniveau-en-organisatieniveau","title":"Systeemniveau en organisatieniveau","text":"<p>De levenscyclus kent 2 verschillende niveau's: </p> <ul> <li>organisatieniveau: Sommige vereisten zijn algemeen en vragen om een organisatiebrede aanpak. Dit gaat bijvoorbeeld om passende processen en risicomanagment in je organisatie. Of het cre\u00eberen van bewustzijn en kennis binnen je organisatie. In het ideale geval besteed je hier al aandacht aan voordat je begint met de ontwikkeling of het gebruik van algoritmes. Bij deze fase horen maatregelen die je niet voor ieder systeem opnieuw zal hoeven te bekijken.</li> <li>systeemniveau: Sommige vereisten voor verantwoorde inzet van algoritmes zul je bij ieder algoritme weer opnieuw aandacht moeten geven. Dat geldt bijvoorbeeld voor het beschermen van grondrechten. </li> </ul>"},{"location":"levenscyclus/over-de-levenscyclus/#andere-levenscyclusmodellen","title":"Andere levenscyclusmodellen","text":"<p>De 9 fasen van de levenscyclus zijn gebaseerd op 10 belangrijke levenscyclusmodellen voor het ontwikkelen van AI, zoals:</p> <ul> <li>CRISP-DM (cross-industry standard process for data mining)</li> <li>ASUM-DM (analytics solutions unified method)</li> <li>SEMMA (Sample, Explore, Modify, Model, and Assess)</li> <li>Microsoft TDSP (Team Data Science Process)</li> <li>MDLM (mobile device lifecycle management)</li> <li>NIST (National Institute of Standards and Technology)</li> <li>ISO/IEC 22989</li> </ul> <p>Deze 9 fasen passen zo goed mogelijk bij de manier van werken van overheden. Het is geen verplicht model. Mogelijk past een ander levenscyclusmodel beter bij jouw organisatie.</p>"},{"location":"levenscyclus/probleemanalyse/","title":"Fase 1: Probleemanalyse","text":"<p>In deze fase wordt het probleem en de doelstellingen van een opdrachtgever geanalyseerd en beschreven.  Er wordt bijvoorbeeld onderzocht welke publieke taak moet worden ondersteund en welke publieke waarden daarbij moeten worden beschermd of juist gerealiseerd.  In deze fase wordt onderzocht of het ontwikkelen van een algoritme een geschikt middel is om het doel te realiseren en het probleem op te lossen. Dat hangt van verschillende zaken af. </p> <p>Hierbij kan worden gedacht aan de middelen (capaciteit en financi\u00eble middelen) die nodig zijn om algoritmen op een verantwoorde wijze te ontwikkelen, de complexiteit van de oplossing, het in beeld brengen van de verwachte risico's (hoog over), een eerste beeld krijgen bij wat voor data nodig zijn en het in kaart brengen en beleggen van de verschillende verantwoordelijkheden.  Daarnaast is het van belang om het beleid met betrekking tot de inzet van algoritme een organisatie te raadplegen.  </p> <p>Er zal een conclusie moeten volgen of de ontwikkeling van een algoritme passend is.  Deze fase wordt doorgaans afgerond met een akkoord van de (gemandateerd) verantwoordelijk(en)/opdrachtgever om een algoritme te ontwikkelen.  Een vastgestelde business case of plan van aanpak vormen veelal de basis om de ontwerpfase te starten met de benodigde experts. </p>"},{"location":"levenscyclus/uitfaseren/","title":"Fase 8: Uitfaseren","text":"<p>Als wordt besloten dat het algoritme niet langer nodig is of wordt vervangen door een wezenlijk andere versie, wordt het gearchiveerd en uitgefaseerd.  Hiermee wordt ervoor gezocht dat later kan worden gereconstrueerd hoe het algoritme heeft gefunctioneerd en dat gebruikers er geen gebruik meer van kunnen maken.  </p> <p>Archiveren betekent dat documentatie en eventuele relevante artefacten (zoals logbestanden en de parameters van het model) worden bewaard voor een bepaalde periode.  Het gaat daarbij ook om informatie over het algoritme, bijvoorbeeld het besluit en onderbouwing waarom het niet meer wordt gebruikt en waarom het in het verleden wel gebruikt werd.  Archiveren is niet enkel relevant aan het einde van de levenscyclus, maar is ook gedurende het gebruik van het algoritme van belang.  Er moet tijdig worden vastgesteld welke versies van een model moeten worden gearchiveerd, bijvoorbeeld al tijdens de ontwerpfase. </p> <p>Bij AI-systemen is er in praktijk vaak sprake van hertrainen op nieuwe data, wat het model anders maakt en andere voorspellingen kan doen geven.  Ook meer eenvoudige algoritmes kunnen gedurende de tijd veranderen en andere voorspellingen geven, bijvoorbeeld door veranderende data of veranderende rekenregels.  Er moet worden vastgesteld welke versies van een model moet gearchiveerd. </p> <p>Bij uitfaseren wordt het algoritme verwijderd uit de productieomgeving en, na archivering, wordt de trainingsdata uit de ontwikkelomgeving verwijderd.  Het algoritme is hiermee niet meer te gebruiken door gebruikers.  Gebruikers moeten hier vooraf over worden ge\u00efnformeerd en waar passend, bijvoorbeeld bij impactvolle of hoog risico AI-systemen, worden betrokkenen ge\u00efnformeerd over het be\u00ebindigen van het gebruik. </p>"},{"location":"levenscyclus/verificatie-en-validatie/","title":"Fase 5: Verificatie en validatie","text":"<p>Bij de verificatie en validatie van het algoritme dient bepaald te worden of het algoritme gebouwd is volgens de (technische) specificaties en voldoet aan de beoogde doelstellingen.  Hiervoor moeten technische, maar ook organisatorische maatregelen worden getroffen.  </p> <p>Bij verificatie kan worden gedacht aan het (laten) controleren of het algoritme voldoet aan de (technische) specificaties, bijvoorbeeld door een interne of externe audit of in de toekomst een conformiteitsbeoordeling voor hoog risico AI-systemen.  Hiermee kan (onafhankelijk) worden vastgesteld of het systeem voldoet aan de vereisten die organisaties daaraan stellen.  Op basis van bevindingen uit een audit of conformiteitsbeoordeling, is het denkbaar dat het ontwikkelteam nog bepaalde maatregelen moet treffen om te voldoen aan de specificaties. </p> <p>Bij het valideren van een algoritme moet worden bepaald of het goed genoeg presteert en of het geschikt is voor het beoogde doel van het systeem.  Wanneer het een AI-systeem betreft, is het belangrijk dat dit gevalideerd wordt op nieuwe, niet eerder geziene data.  Het valideren betreft het iteratief evalueren van de nauwkeurigheid en prestaties van het systeem.  Daarnaast is het ook belangrijk om te valideren of het algoritme gelijke prestaties toont voor verschillende groepen en om te testen hoe het algoritme presteert in uitzonderlijke gevallen.  Het is net als in de ontwerpfase belangrijk dat een multidisciplinair team beoordeelt of de werking passend en bijvoorbeeld non-discriminatoir is.  In het geval van impactvolle algoritmen of hoog risico AI-systemen, is het raadzaam om een onafhankelijke commissie of partij te betrekken die een advies geeft over de werking van het algoritme of AI-systeem.  </p> <p>In praktijk zal vaak na validatie weer worden teruggegaan naar de ontwikkelfase om prestaties van het model te verbeteren voorafgaand aan implementatie van de oplossing.  Het is ook denkbaar dat het algoritme onvoldoende aansluit bij de doelstellingen en het gebruik ervan moet wordt be\u00ebindigd.  Een andere conclusie kan zijn dat het presteert conform verwachting en naar de implementatiefase kan worden gegaan.  </p>"},{"location":"onderwerpen/","title":"Onderwerpen","text":"<ul> <li> <p>Bias en non-discriminatie</p> <p>Hulp bij het voorkomen van bias en discriminatie in algoritmes. Met aanbevelingen en hulpmiddelen zoals het toetsingskader van het College voor de Rechten van de Mens.</p> </li> <li> <p>Data</p> <p>Hulp bij het verantwoord selecteren en verwerken van data voor je algoritmes. Gebruik bijvoorbeeld de toolbox verantwoord datagebruik.</p> </li> <li> <p>Duurzaamheid</p> <p>Hulp bij het maken van duurzame keuzes voor hardware en software. Bijvoorbeeld voor de aanschaf van apparaten of het energieverbruik van trainen en data-opslag.</p> </li> <li> <p>Governance</p> <p>Hulp bij het verantwoordelijk omgaan met algoritmes. Bijvoorbeeld het vastleggen van rollen en verantwoordelijkheden.</p> </li> <li> <p>Grondrechten</p> <p>Hulp bij het beschermen van grondrechten en mensenrechten in algoritmes. Bijvoorbeeld het beoordelen van de gevolgen per grondrecht.</p> </li> <li> <p>Menselijke controle</p> <p>Hulp bij de controle als mens over algoritmes. Bijvoorbeeld kunnen ingrijpen bij onbetrouwbare resultaten.</p> </li> <li> <p>Privacy en gegevensbescherming</p> <p>Hulp bij verantwoord gebruik van gegevens voor algoritmes, zoals persoonsgegevens en privacygevoelige gegevens.</p> </li> <li> <p>Publieke inkoop</p> <p>Hulp bij het publiek inkopen van software met algoritmen en AI. Met hulpmiddelen zoals modelcontracten en de PIANOo-handreiking Inkoop van algoritmes.</p> </li> <li> <p>Technische robuustheid en veiligheid</p> <p>Hulp bij het bewaken van de prestaties van algoritmes. En beveiliging van de systemen tegen bijvoorbeeld cyberaanvallen.</p> </li> <li> <p>Transparantie</p> <p>Hulp bij transparant zijn over algoritmes, zoals gebruikers informeren en publiceren in het algoritmeregister.</p> </li> </ul>"},{"location":"onderwerpen/bias-en-non-discriminatie/","title":"Bias en non-discriminatie","text":"<p>Algoritmes worden binnen de overheid veelvuldig ingezet om publieke taken uit te voeren. Dit biedt veel kansen, maar er zijn ook risico's aan verbonden. Hoewel algoritmes in sommige gevallen kunnen bijdragen aan het tegengaan van discriminatie, kan bias in het algoritme leiden tot een ongelijke en oneerlijke behandeling van burgers of groepen, en kan er sprake zijn van discriminerende effecten.  In dit bouwblok van het algoritmekader besteden we aandacht aan de onderwerpen bias, eerlijkheid en non-discriminatie.  We werken uit wat bias is, hoe bias kan ontstaan, hoe we dit kunnen signaleren, welke maatregelen er genomen kunnen worden om dit te voorkomen en geven we handvatten wat te doen wanneer een (onwenselijke) bias is gesignaleerd. </p> <p>Hierbij is het goed om op te merken dat het omgaan met het thema bias gedurende het ontwikkelen, inkopen of gebruik van het algoritme vraagt om continue aandacht voor dit onderwerp.  Het betreft geen probleem dat eenmalig kan worden weggenomen. Het vraagt voortdurend om reflectie op eerlijkheid en rechtvaardigheid van het systeem. </p> <p>Dit bouwblok wordt uitgewerkt in vereisten die weergeven wat er vanuit wet- en regelgeving en bestaande toetsingskaders vereist is om bias en discriminatie tegen te gaan.  Daarbij worden er suggesties gedaan hoe deze vereisten kunnen worden nageleefd met concrete maatregelen, en welke actoren daarbij betrokken kunnen zijn.  Waar mogelijk worden concrete voorbeelden en best practices uit de praktijk gegeven en zal worden aangegeven bij welk type algoritmen of AI dit relevant is. Deze vereisten en maatregelen worden ook gekoppeld aan de algoritme levenscyclus.  Dit geeft een beeld van wanneer bepaalde vereisten of maatregelen, bij het ontwikkelen van algoritmen en AI, moeten worden geadresseerd.   </p> <p>Door bij de ontwikkeling van algoritmes rekening te houden met vereisten die voorkomen uit wet- en regelgeving, het type algoritme of AI en de potenti\u00eble risico\u2019s die ontstaan bij het gebruiken ervan, kunnen negatieve gevolgen worden voorkomen. </p> <p>De onderwerpen bias en non-discriminatie spelen daarom een belangrijke rol bij de totstandkoming van verantwoord ontwikkelde algoritmen en AI en het gebruik daarvan door ambtenaren. </p>"},{"location":"onderwerpen/bias-en-non-discriminatie/#wat-is-discriminatie-en-bias","title":"Wat is discriminatie en bias?","text":""},{"location":"onderwerpen/bias-en-non-discriminatie/#discriminatie","title":"Discriminatie","text":"<p>Artikel 1 van de Nederlandse Grondwet verbiedt discriminatie: </p> <p>Allen die zich in Nederland bevinden, worden in gelijke gevallen gelijk behandeld. Discriminatie wegens godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, handicap, seksuele gerichtheid of op welke grond dan ook, is niet toegestaan. </p> <p>De prominente positie in de Grondwet benadrukt het belang van het mensenrecht in Nederland.  De afgelopen jaren hebben incidenten in de praktijk de aandacht gericht op de discriminatoire effecten die algoritmes kunnen hebben.</p>"},{"location":"onderwerpen/bias-en-non-discriminatie/#bias","title":"Bias","text":"<p>Bias is een Engelse term die in het Nederlands wordt vertaald als vooroordeel, vooringenomenheid of neiging.  Omdat niet \u00e9\u00e9n van die termen helemaal de lading van het begrip bias dekt, maken we in het Algoritmekader gebruik van de term bias.  De term bias heeft verschillende betekenissen afhankelijk van de context waarin het gebruikt wordt en de disciplines die daarbij betrokken zijn.  Vaak wordt er naar bias gekeken als een technisch concept, maar het omvat daarnaast ook menselijke aspecten.  We starten met een verduidelijking hoe het begrip bias in algoritmische context gebruikt wordt en hoe dit in verhouding staat tot discriminatie.  Vervolgens maken we onderscheid tussen drie verschillende aspecten van bias: statistische bias, systemische bias en menselijke bias.  Deze drie aspecten van bias kunnen los van elkaar bestaan, maar kunnen juist in combinatie met elkaar tot problemen leiden. </p>"},{"location":"onderwerpen/bias-en-non-discriminatie/#bias-in-algoritmische-context","title":"Bias in algoritmische context","text":"<p>Het concept bias wordt in algoritmische context gedefinieerd als een systematisch verschil in behandeling van bepaalde objecten, mensen of groepen in vergelijking met anderen.<sup>1</sup></p> <p>Dit systematische verschil of onderscheid kan zowel op een directe als op een indirecte manier ontstaan. </p> <p>De Algemene wet gelijke behandeling spreekt van direct onderscheid wanneer een persoon op een andere wijze wordt behandeld dan een ander in een vergelijkbare situatie wordt, is of zou worden behandeld, op grond van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid <sup>2</sup> of burgerlijke staat.</p> <p>De Algemene wet gelijke behandeling spreekt van indirect onderscheid indien een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaalde godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid <sup>2</sup> of burgerlijke staat in vergelijking met andere personen bijzonder treft. </p> <p>Een geconstateerd systematische onderscheid is niet altijd fout en is niet altijd verboden, maar het vraagt wel altijd om aandacht en zorgvuldigheid.  Het geconstateerde onderscheid kan in bepaalde situaties en onder bepaalde strikte voorwaarden gerechtvaardigd zijn.  Voor direct onderscheid kan er bijvoorbeeld sprake zijn van een wettelijke uitzondering die het gemaakte onderscheid toelaat.  Voor indirect onderscheid geldt dat behalve een wettelijke uitzondering er ook een objectieve rechtvaardiging kan bestaan, waarmee het geconstateerde onderscheid in bepaalde gevallen toelaatbaar kan zijn. </p> <p>Het maken van een eventueel onderscheid is in sommige gevallen nauw verbonden met het gebruik van algoritmes.  Soms worden algoritmes en AI bijvoorbeeld juist ingezet om op een zo objectief mogelijke manier te bepalen welke groepen meer of minder belang hebben bij een andere behandeling.  In deze gevallen zal er altijd na moeten worden gegaan of er sprake is van een objectieve rechtvaardiging voor het gemaakte onderscheid.</p> <p>Wanneer er geen rechtvaardiging is voor het gemaakte onderscheid, spreken we van een verboden direct of indirect onderscheid, ofwel discriminatie.  Het algoritme of AI-systeem mag in dat geval niet gebruikt worden. Bias vormt daarmee een risico op discriminatie.</p>"},{"location":"onderwerpen/bias-en-non-discriminatie/#fairness","title":"Fairness","text":"<p>In de context van algoritmes wordt de term unfairness gebruikt wanneer er sprake is van een ongerechtvaardigd onderscheid waarbij bepaalde groepen meer bevoordeeld worden dan andere.<sup>3</sup>  In de Nederlandse taal spreken we dan van oneerlijkheid of onrechtvaardigheid (of in positieve zin van respectievelijk fairness, eerlijkheid en rechtvaardigheid).  Wanneer we het hebben over fairness hebben we het minder over de juridische kant van discriminatie en verboden onderscheid.  Ook als er wel een objectieve rechtvaardiging bestaat voor een gemaakt onderscheid, kan afgevraagd worden of het gemaakte onderscheid ethisch wenselijk is. </p>"},{"location":"onderwerpen/bias-en-non-discriminatie/#statistische-bias","title":"Statistische bias","text":"<p>Statistische bias wordt gedefinieerd als een consistente numerieke afwijking van een schatting ten opzichte van de werkelijke onderliggende waarde.<sup>1</sup> Dit fenomeen kan in allerlei verschillende contexten plaatsvinden, niet alleen bij het gebruik van algoritmes.  Een voorbeeld is wanneer een bepaalde meting van een waarde niet goed gekalibreerd is en er sprake is van een consistente afwijking van de te meten waarde (bijvoorbeeld dat we consistent 10% hoger meten). </p> <p>In de context van algoritmes kan deze vorm van bias voorkomen wanneer er een steekproef wordt gebruikt die niet representatief is voor de populatie, en de schattingen op basis van de steekproef vervolgens systematisch afwijken van de werkelijke waarde in de gebruikte doelpopulatie. Statistische bias duidt op een systematische fout die gemaakt wordt door het algoritme.  Deze fout kan hetzelfde zijn voor alle groepen en hoeft daardoor niet in alle gevallen te duiden op ongelijke behandeling of discriminerende effecten.  Voorbeelden van statistische bias zijn meetfouten (measurement bias), foute data of data op een te simpele manier representeren (representatie bias).</p>"},{"location":"onderwerpen/bias-en-non-discriminatie/#systemische-bias","title":"Systemische bias","text":"<p>We spreken van systemische bias wanneer bepaalde processen of systemen op zo'n wijze worden gebruikt dat bepaalde groepen bevoordeeld worden en andere groepen benadeeld worden. Dit is vaak geen bewuste vorm van vooringenomenheid, maar kan bijvoorbeeld ontstaan doordat de meerderheid bestaande regels of normen volgt, en het systeem geoptimaliseerd is op de meerderheid. Systemische bias heeft een sterk institutioneel karakter. Systemische bias wordt daarom ook wel institutionele vooringenomenheid genoemd.  Deze vooroordelen zijn vaak verweven in de bredere cultuur en samenleving, en zitten daardoor ook in veel datasets.  Een veel voorkomend voorbeeld van systemische bias is historische bias. </p>"},{"location":"onderwerpen/bias-en-non-discriminatie/#menselijke-bias","title":"Menselijke bias","text":"<p>Menselijke bias omvat systematische fouten in het menselijk denken.  Deze (onbewuste) menselijke vooroordelen zijn vaak impliciet van aard en hebben betrekking op de manier waarop een individu bepaalde informatie waarneemt en verwerkt om bijvoorbeeld een beslissing te nemen.  In de context van algoritmes kan deze vorm van bias invloed hebben op de verzamelde data, op de wijze waarop het algoritme wordt geoptimaliseerd en de besluiten die door mensen worden genomen op basis van het algoritme. Voorbeelden van vormen menselijke bias zijn wanneer er voorkeur wordt geven aan de voorspellingen van een algoritme die reeds bestaande overtuigingen bevestigen (bevestigingsbias), of wanneer mensen de neiging hebben om voorkeur te geven aan suggesties die door het algoritme worden gedaan (automatiseringsbias)</p>"},{"location":"onderwerpen/bias-en-non-discriminatie/#overzicht-van-gebruikte-definities","title":"Overzicht van gebruikte definities","text":"<p>Onderstaand bieden we een overzicht van de gebruikte definities in het algoritmekader die betrekking hebben op het onderwerp bias en non-discriminatie. </p> Term of begrip Definitie Bron direct onderscheid indien een persoon op een andere wijze wordt behandeld dan een ander in een vergelijkbare situatie wordt, is of zou worden behandeld, op grond van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid<sup>2</sup> of burgerlijke staat Algemene wet gelijke behandeling indirect onderscheid indien een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaalde godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid<sup>2</sup> of burgerlijke staat in vergelijking met andere personen bijzonder treft. Algemene wet gelijke behandeling discriminatie mensen anders behandelen, achterstellen of uitsluiten op basis van (persoonlijke) kenmerken. College voor de rechten van de mens directe discriminatie de ongelijke behandeling van een persoon of groep personen ten opzichte van andere personen in een vergelijkbare situatie, op grond van een beschermd persoonskenmerk (discriminatiegrond). College voor de rechten van de mens, Discriminatie door risicoprofielen - een mensenrechtelijk toetsingskader indirecte discriminatie wanneer een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaald beschermd persoonskenmerk (discriminatiegrond) in vergelijking met andere personen in het bijzonder benadeelt, tenzij hiervoor een objectieve rechtvaardiging bestaat. College voor de rechten van de mens, Discriminatie door risicoprofielen - een mensenrechtelijk toetsingskader algoritmische fairness het vakgebied dat bestudeert hoe algoritmische systemen zich moeten gedragen om mensen eerlijk te behandelen, dat wil zeggen zonder discriminatie op grond van beschermde gevoelige kenmerken zoals leeftijd, geslacht, handicap, etnische of raciale afkomst, religie of geloofsovertuiging, of seksuele geaardheid The fairness handbook ground truth (NL vertaling?) waarde van de doelvariabele voor een bepaald item van gelabelde invoergegevens. <sup>5</sup> NEN-EN-ISO/IEC 22989:2023 en <sup>4</sup> etnisch profileren Het gebruik door overheidsinstanties van selectiecriteria als ras, huidskleur, taal, religie, nationaliteit of nationale of etnische afkomst bij de uitoefening van toezichts-, handhavings- en opsporingsbevoegdheden, zonder dat daarvoor een objectieve en redelijke rechtvaardiging bestaat. College voor de rechten van de mens, Discriminatie door risicoprofielen - een mensenrechtelijk toetsingskader discriminatiegrond Beschermde persoonskenmerken op basis waarvan het maken van onderscheid tussen personen verboden is. Bijvoorbeeld: ras, nationaliteit, religie, geslacht, seksuele gerichtheid, handicap of chronische ziekte College voor de rechten van de mens, Discriminatie door risicoprofielen - een mensenrechtelijk toetsingskader risicoprofiel Een verzameling van \u00e9\u00e9n of meer selectiecriteria op basis waarvan een bepaald risico op normovertreding wordt ingeschat en een selectiebeslissing wordt gemaakt. College voor de rechten van de mens, Discriminatie door risicoprofielen - een mensenrechtelijk toetsingskader groep deelverzameling van objecten in een domein die zijn gekoppeld omdat ze gemeenschappelijke kenmerken hebben. ISO/IEC TR 24027:2021 en <sup>4</sup>"},{"location":"onderwerpen/bias-en-non-discriminatie/#verschillende-vormen-van-bias","title":"Verschillende vormen van bias","text":"<p>Omdat bias op verschillende manieren kan ontstaan, zijn er allerlei verschillende vormen van bias, die hieronder gedefinieerd worden. Deze lijst is niet uitputtend. </p> Begrip Definitie Bron automatiseringsbias de neiging van mensen om de voorkeur te geven aan suggesties van geautomatiseerde besluitvormingssystemen en om tegenstrijdige informatie te negeren die zonder automatisering is verkregen, zelfs als deze correct is ISO/IEC TR 24027:2021 en <sup>4</sup> data bias dataeigenschappen die, als ze niet worden aangepakt, leiden tot AI-systemen die beter of slechter presteren voor verschillende groepen ISO/IEC TR 24027:2021 en <sup>4</sup> statistische bias soort consistente numerieke afwijking in een schatting ten opzichte van de werkelijke onderliggende waarde, inherent aan de meeste schattingen ISO/IEC TR 24027:2021 en <sup>4</sup> historische bias verwijzend naar de langdurige vooroordelen die in de loop der tijd in de samenleving zijn gecodeerd. Verwant aan, maar verschillend van, vooroordelen in historische beschrijving, of de interpretatie, analyse en verklaring van de geschiedenis. Een veel voorkomend voorbeeld van historische vooringenomenheid is de neiging om de wereld te bekijken vanuit een Westers of Europees perspectief NIST, Towards a Standard for identifying and managing bias in artificial intelligence activiteitenbias een soort selectievooroordeel dat optreedt wanneer systemen/platforms hun trainingsgegevens krijgen van de meest actieve gebruikers, in plaats van minder actieve (of inactieve) gebruikers. NIST, Towards a Standard for identifying and managing bias in artificial intelligence versterkingsbias ontstaat wanneer de verdeling over voorspellingsoutputs scheef is in vergelijking met de prior-verdeling van het voorspellingsdoel. NIST, Towards a Standard for identifying and managing bias in artificial intelligence cognitieve bias een brede term die in het algemeen verwijst naar een systematisch patroon van afwijking van rationele oordeels- en besluitvorming. In vele decennia van onderzoek naar oordeelsvorming en besluitvorming is een grote verscheidenheid aan cognitieve vertekeningen ge\u00efdentificeerd, waarvan sommige adaptieve mentale snelkoppelingen zijn die bekend staan als heuristieken. NIST, Towards a Standard for identifying and managing bias in artificial intelligence bevestigingsbias soort menselijke cognitieve bias die de voorkeur geeft aan voorspellingen van AI-systemen die reeds bestaande overtuigingen of hypotheses bevestigen ISO/IEC TR 24027:2021 en <sup>4</sup> implementatie bias ontstaat wanneer systemen worden gebruikt als beslissingshulp voor mensen, omdat de menselijke tussenpersoon kan handelen op voorspellingen op manieren die meestal niet zijn gemodelleerd in het systeem. Het zijn echter nog steeds individuen die het gebruikte systeem gebruiken NIST, Towards a Standard for identifying and managing bias in artificial intelligence evaluatie bias ontstaat wanneer de test- of externe benchmarkpopulaties niet in gelijke mate de verschillende delen van de gebruikerspopulatie vertegenwoordigen of door het gebruik van prestatiemaatstaven die niet geschikt zijn voor de manier waarop het model zal worden gebruikt NIST, Towards a Standard for identifying and managing bias in artificial intelligence meetbias ontstaat wanneer kenmerken en labels benaderingen zijn voor gewenste grootheden, waarbij mogelijk belangrijke factoren worden weggelaten of groeps- of ingangsafhankelijke ruis wordt ge\u00efntroduceerd die leidt tot differenti\u00eble prestaties. NIST, Towards a Standard for identifying and managing bias in artificial intelligence representatie bias ontstaat doordat subgroepen niet willekeurig worden geselecteerd in een steekproef, waardoor trends die voor \u00e9\u00e9n populatie worden geschat, niet generaliseerbaar zijn naar gegevens van een nieuwe populatie NIST, Towards a Standard for identifying and managing bias in artificial intelligence"},{"location":"onderwerpen/bias-en-non-discriminatie/#discriminatiegrond","title":"Discriminatiegrond","text":"<p>De discriminatiegrond beschrijft de beschermde persoonskenmerken op basis waarvan het maken van onderscheid tussen personen verboden is. Deze gronden zijn in verschillende bronnen vastgelegd. </p>"},{"location":"onderwerpen/bias-en-non-discriminatie/#de-grondwet","title":"De grondwet","text":"<p>De Grondwet stelt dat discriminatie wegens:</p> <ul> <li>godsdienst </li> <li>levensovertuiging </li> <li>politieke gezindheid </li> <li>ras </li> <li>geslacht </li> <li>handicap</li> <li>seksuele gerichtheid</li> <li>of op welke grond dan ook</li> </ul> <p>niet is toegestaan. </p>"},{"location":"onderwerpen/bias-en-non-discriminatie/#de-algemene-wet-gelijke-behandeling","title":"De Algemene wet gelijke behandeling","text":"<p>De Algemene wet gelijke behandeling legt een verbod onderscheid neer op grond van:</p> <ul> <li>godsdienst</li> <li>levensovertuiging</li> <li>politieke gezindheid</li> <li>ras</li> <li>geslacht</li> <li>nationaliteit</li> <li>hetero- of homoseksuele gerichtheid <sup>2</sup></li> <li>of burgelijke staat. </li> </ul> <p>Het in deze wet neergelegde verbod van onderscheid geldt niet ten aanzien van indirect onderscheid indien dat onderscheid objectief gerechtvaardigd wordt door een legitiem doel en de middelen voor het bereiken van dat doel passend en noodzakelijk zijn.</p>"},{"location":"onderwerpen/bias-en-non-discriminatie/#europees-verdrag-voor-de-rechten-van-de-mens","title":"Europees Verdrag voor de Rechten van de Mens","text":"<p>Het Europees Verdrag voor de Rechten van de Mens, artikel 14 stelt dat het genot van de rechten en vrijheden die in dat verdrag zijn vermeld, moet worden verzekerd zonder enig onderscheid op welke grond dan ook, zoals:</p> <ul> <li>geslacht</li> <li>ras</li> <li>kleur</li> <li>taal</li> <li>godsdienst</li> <li>politieke of andere mening</li> <li>nationale of maatschappelijke afkomst</li> <li>het behoren tot een nationale minderheid</li> <li>vermogen</li> <li>geboorte</li> <li>of andere status. </li> </ul>"},{"location":"onderwerpen/bias-en-non-discriminatie/#handvest-van-de-grondrechten-van-de-europese-unie","title":"Handvest van de grondrechten van de Europese Unie","text":"<p>Het Handvest van de grondrechten van de Europese Unie, artikel 21 stelt dat iedere discriminatie, met name op grond van:</p> <ul> <li>geslacht</li> <li>ras</li> <li>kleur</li> <li>etnische of sociale afkomst</li> <li>genetische kenmerken</li> <li>taal</li> <li>godsdienst</li> <li>politieke of andere denkbeelden</li> <li>het behoren tot een nationale minderheid</li> <li>vermogen</li> <li>geboorte</li> <li>een handicap</li> <li>leeftijd</li> <li>of seksuele gerichtheid</li> </ul> <p>is verboden. Daarnaast wordt expliciet vermeld dat binnen de werkingssfeer van de Verdragen en onverminderd de bijzondere bepalingen ervan, iedere discriminatie op grond van nationaliteit verboden is.</p> <p>Disclaimer</p> <p>Het Algoritmekader is nog volop in ontwikkeling. Op deze plek willen we vooral aan de slag gaan op een open en transparante wijze. Het is dus niet definitief. Dat betekent dat er dingen opstaan die niet af zijn en soms zelfs fout. Mocht er iets niet kloppen, laat het ons weten via GitHub.</p>"},{"location":"onderwerpen/bias-en-non-discriminatie/#mogelijke-hulpmiddelen-en-methoden","title":"Mogelijke hulpmiddelen en methoden","text":"HulpmiddelenThe Fairness HandbookHandreiking non-discriminatie by designDiscriminatie door risicoprofielen - Een mensenrechtelijk toetsingskader <ol> <li> <p>Zie ISO/IEC TR 24027:2021 en <sup>4</sup> \u21a9\u21a9</p> </li> <li> <p>Er is een wetsvoorstel om de term 'hetero- of homoseksuele gerichtheid' in de Algmemene wet gelijke behandeling (Awgb) te wijzigingen in 'seksuele gerichtheid'.  Met deze wijziging sluit de Awgb aan bij een eerdere wijziging van artikel 1 van de Grondwet.\u00a0\u21a9\u21a9\u21a9\u21a9\u21a9</p> </li> <li> <p>Zie NEN-EN-ISO/IEC 22989:2023 en <sup>4</sup> \u21a9</p> </li> <li> <p>Hoewel het gebruik van de NEN-ISO-normen in het Algoritmekader auteursrechtelijk is beschermd, heeft het Nederlands Normalisatie Instituut (NEN) voor het gebruik in het Algoritmekader toestemming verleend. Zie nen.nl voor meer informatie over NEN en het gebruik van hun producten.\u00a0\u21a9\u21a9\u21a9\u21a9\u21a9\u21a9\u21a9\u21a9</p> </li> <li> <p>De term ground truth impliceert niet dat de gelabelde invoergegevens consistent overeenkomen met de werkelijke waarde van de doelvariabelen.\u00a0\u21a9</p> </li> </ol>"},{"location":"onderwerpen/data/","title":"Verantwoord datagebruik","text":"<p>Overheden moeten verantwoord omgaan met de data die hun algoritmes gebruiken. De data moet voldoen aan regels voor bijvoorbeeld privacy. De kwaliteit van de data moet goed zijn. En overheden moeten deze gegevens goed beheren. Anders is het algoritme niet betrouwbaar.  </p>"},{"location":"onderwerpen/data/#wat-is-verantwoord-datagebruik","title":"Wat is verantwoord datagebruik?","text":"<p>Verantwoord datagebruik betekent:</p> <ul> <li>Rechtmatig gebruik van gegevens </li> <li>Goede datakwaliteit</li> <li>Goed databeheer</li> </ul>"},{"location":"onderwerpen/data/#rechtmatig-gebruik-van-data","title":"Rechtmatig gebruik van data","text":"<p>Net als organisaties mogen algoritmes niet zomaar gegevens verzamelen en gebruiken. Dit moet rechtmatig gebeuren: volgens de wettelijke regels. Zo moet je rekening houden met auteursrechten. Ook v\u00f3\u00f3rdat het algoritme in gebruik is, moet je rechtmatig omgaan met data. Dus tijdens het trainen, valideren en testen.</p> <p>Andere belangrijke regels gaan over privacy. Zo mag je algoritme alleen de minimale persoonsgegevens gebruiken die nodig zijn om het doel te bereiken. Technieken om dit te doen zijn:</p> <ul> <li>Anonimiseren: data zoveel mogelijk anoniem maken</li> <li>Pseudonimiseren: data moeilijker herleidbaar maken naar personen</li> <li>Aggregeren: data zoveel mogelijk combineren of samenvoegen tot 1 waarde, zoals een totaal of gemiddelde </li> </ul>"},{"location":"onderwerpen/data/#goede-datakwaliteit","title":"Goede datakwaliteit","text":"<p>Hoe slechter de datakwaliteit, hoe onbetrouwbaarder de uitkomsten van je algoritme. </p> <p>Je bepaalt en controleert zelf de kwaliteit van je dataset. Check bijvoorbeeld of alle gegevens juist, compleet en actueel zijn. En herken bias in je data.</p>"},{"location":"onderwerpen/data/#goed-databeheer-datagovernance-en-datamanagement","title":"Goed databeheer: datagovernance en datamanagement","text":"<p>Goed databeheer betekent dat je organisatie duidelijke afspraken maakt over het:</p> <ul> <li>opslaan en verwerken van data </li> <li>gebruik van data: welke data mag je waarvoor gebruiken? </li> <li>beveiligen van data</li> <li>bewaken van de datakwaliteit, zoals het actueel houden van de gegevens</li> <li>eigenaarschap van data, bijvoorbeeld de partij die het algoritme ontwikkelt</li> <li>documenteren en labelen van data (metadata)</li> </ul> <p>Leg de processen en afspraken hierover vast in de datagovernance van je organisatie. In een datamanagementstrategie beschrijf je hoe je organisatie data verzamelt, ordent en gebruikt. Zo kan je organisatie optimaal gebruikmaken van data. </p> <p>Hoe goed je organisatie data beheert, check je met datavolwassenheidsmodellen uit de Toolbox verantwoord datagebruik van de Interbestuurlijke Datastrategie (IBDS). Of gebruik de beslishulp datavolwassenheid. </p>"},{"location":"onderwerpen/data/#belang-van-verantwoord-datagebruik","title":"Belang van verantwoord datagebruik","text":"<p>Algoritmes kunnen veel schade veroorzaken in de maatschappij als ze de verkeerde gegevens gebruiken.</p> <p>Met verantwoord datagebruik voorkom je:</p> <ul> <li>verkeerde beslissingen doordat je algoritme resultaten baseert op data van slechte kwaliteit</li> <li>discriminerende effecten van algoritmes doordat je data bias bevat</li> <li>lekken van privacygevoelige informatie, zoals persoonsgegevens</li> <li>gebruik van data die niet rechtenvrij zijn, zoals teksten met auteursrechten</li> <li>dat resultaten niet te reproduceren zijn, doordat de data niet goed is opgeslagen</li> </ul>"},{"location":"onderwerpen/data/#hulpmiddelen","title":"Hulpmiddelen","text":"<ul> <li>Toolbox verantwoord datagebruik, Interbestuurlijke Datastrategie (IBDS)</li> <li>Richtlijnen voor \u2018FAIR\u2019 data, GO FAIR Foundation</li> </ul>"},{"location":"onderwerpen/duurzaamheid/","title":"Duurzaam werken met algoritmes","text":"<p>Overheden moeten duurzaam werken met hun ICT, zoals algoritmes. Dit betekent dat je algoritmes inkoopt, ontwikkelt en gebruikt op een manier die vriendelijk is voor mens en milieu. </p>"},{"location":"onderwerpen/duurzaamheid/#wat-is-duurzaam-werken-met-algoritmes","title":"Wat is duurzaam werken met algoritmes?","text":"<p>Je werkt duurzaam met algoritmes als je tijdens de hele levenscyclus keuzes maakt die passen bij de duurzame en sociale doelen van de overheid:</p> <ul> <li>klimaatneutraal werken in 2030</li> <li>50% minder gebruik van grondstoffen direct uit de natuur (zoals olie, gas en lithium) in 2030</li> <li>circulair werken in 2050: zonder afval, met alleen hergebruikte grondstoffen</li> <li>meer banen voor mensen met een arbeidsbeperking</li> <li>geen sociale misstanden in internationale productieketens, zoals slechte arbeidsomstandigheden of schending van mensenrechten</li> </ul> <p>Om bij te dragen aan deze doelen, kies je bijvoorbeeld voor:</p> <ul> <li>energiezuinig programmeren</li> <li>energiezuinig trainen van AI-systemen</li> <li>dataopslag in een duurzaam of \u2018groen\u2019 datacenter</li> </ul>"},{"location":"onderwerpen/duurzaamheid/#belang-van-duurzaam-werken","title":"Belang van duurzaam werken","text":"<p>Algoritmes kunnen veel impact hebben op het milieu. De rekenkracht die algoritmes nodig hebben op computers kost elektriciteit. En de datacenters die nodig zijn voor het opslaan van data, verbruiken veel energie, water en grondstoffen. Vooral complexe AI-systemen zoals Large Language Models (LLM\u2019s) verbruiken veel energie door training en gebruik en door opslag van grote datasets in datacenters. </p>"},{"location":"onderwerpen/duurzaamheid/#help-ons-deze-pagina-te-verbeteren","title":"Help ons deze pagina te verbeteren","text":"<p>Deel je idee, suggestie of opmerking via GitHub of mail ons via algoritmes@minbzk.nl.</p>"},{"location":"onderwerpen/fundamentele-rechten/","title":"Grondrechten beschermen in algoritmes","text":"<p>Als overheid moet je de grondrechten van burgers beschermen. Dit geldt ook als je algoritmes gebruikt voor publieke taken.</p>"},{"location":"onderwerpen/fundamentele-rechten/#wat-is-het-beschermen-van-grondrechten-in-algoritmes","title":"Wat is het beschermen van grondrechten in algoritmes?","text":"<p>Dit betekent dat je tijdens het ontwikkelen en gebruiken van algoritmes rekening houdt met de fundamentele rechten van de mens:</p> <ul> <li>grondrechten uit de Grondwet</li> <li>mensenrechtenverdragen zoals het Europees Verdrag tot bescherming van de rechten van de mens en de fundamentele vrijheden (EVRM).</li> </ul>"},{"location":"onderwerpen/fundamentele-rechten/#belang-van-grondrechten-beschermen","title":"Belang van grondrechten beschermen","text":"<p>Algoritmes kunnen grondrechten schenden. Een bekend probleem is bias in algoritmes. Hierdoor worden resultaten onbetrouwbaar en kun je mensen ongelijk behandelen.</p> <p>Belangrijke grondrechten die vaak worden geraakt door algoritmen zijn bijvoorbeeld:</p> <ul> <li>recht op persoonsgegevensbescherming</li> <li>verbod op ongelijke behandeling</li> <li>recht op eerbiediging van de persoonlijke levenssfeer</li> </ul> <p>Als overheid moet je hier goed op letten. Doe dit zo vroeg mogelijk in de levenscyclus. De maatregelen die we adviseren, beginnen al bij het ontwerpen en trainen van algoritmes.</p>"},{"location":"onderwerpen/fundamentele-rechten/#aanbevolen-maatregelen","title":"Aanbevolen maatregelen","text":"idMaatregelenpba-04Overleg regelmatig met belanghebbendenowp-06Inventariseer welke grondrechten het algoritme kan schenden en maak een belangenafwegingowp-07Maak een lijst van de meest kwetsbare groepen en bescherm hen extra"},{"location":"onderwerpen/fundamentele-rechten/#hulpmiddelen","title":"Hulpmiddelen","text":"HulpmiddelenAssessment List for Trustworthy Artificial Intelligence (ALTAI)De Ethische Data AssistentImpact Assessment Mensenrechten en AlgoritmesThe Fairness HandbookFramework for Meaningful EngagementHandreiking non-discriminatie by designDiscriminatie door risicoprofielen - Een mensenrechtelijk toetsingskader"},{"location":"onderwerpen/fundamentele-rechten/#help-ons-deze-pagina-te-verbeteren","title":"Help ons deze pagina te verbeteren","text":"<p>Deel je idee, suggestie of opmerking via GitHub of mail ons via algoritmes@minbzk.nl.</p>"},{"location":"onderwerpen/governance/","title":"Governance van algoritmes binnen je organisatie","text":"<p>Zorg voor effectieve governance van je algoritmes. Dit is het beleid van je organisatie voor het verantwoordelijk omgaan met algoritmes en AI-systemen. Leg bijvoorbeeld vast wie waarvoor verantwoordelijk is.</p>"},{"location":"onderwerpen/governance/#wat-is-governance-van-algoritmes-binnen-je-organisatie","title":"Wat is governance van algoritmes binnen je organisatie?","text":"<p>Algoritme-governance is de manier waarop je organisatie omgaat met algoritmes en AI-systemen. Je maakt duidelijke afspraken over processen, regels en verantwoordelijkheden. </p> <p>Deze afspraken maak je op 2 niveaus:</p>"},{"location":"onderwerpen/governance/#organisatieniveau","title":"Organisatieniveau","text":"<p>Hoe de organisatie met algoritmes in het algemeen omgaat, bijvoorbeeld:</p> <ul> <li>richtlijnen en gedragscode voor medewerkers</li> <li>strategie en visie</li> <li>werkwijze</li> <li>teamleden en hun verantwoordelijkheden, zoals chief data officers en algoritmefunctionarissen</li> </ul>"},{"location":"onderwerpen/governance/#toepassingsniveau","title":"Toepassingsniveau","text":"<p>Dit zijn afspraken over het beheer van de algoritmes zelf, bijvoorbeeld:</p> <ul> <li>best practices</li> <li>multidisciplinair ontwikkelen</li> <li>AI-levenscyclusmodellen</li> </ul>"},{"location":"onderwerpen/governance/#belang-van-algoritme-governance","title":"Belang van algoritme-governance","text":"<p>Zonder governance verlies je grip op het inkopen, ontwikkelen, gebruiken en uitfaseren van algoritmes en AI. Dit vergroot het risico op overtredingen van wetten en regels zoals de AI-verordening, Grondwet, Algemene Verordening Gegevensbescherming (AVG) en Auteurswet. </p> <p>Goede governance van algoritmes helpt bij het:</p> <ul> <li>correct uitvoeren van wetten en regels</li> <li>toepassen van je eigen strategie, doelstellingen en publieke waarden</li> </ul>"},{"location":"onderwerpen/governance/#aanpak-algoritme-governance","title":"Aanpak algoritme-governance","text":"<p>Algoritme-governance bepaal je zelf als organisatie. </p> <p>Houd in elk geval rekening met:</p> <ul> <li>organisatieverantwoordelijkheden: de minimale voorwaarden om te starten met algoritmes</li> <li>levenscyclus van algoritmes: waar je per fase op moet letten</li> </ul> <p>[!TIP] Zorg dat iemand verantwoordelijk is voor algoritme-governance. En betrek stakeholders.</p>"},{"location":"onderwerpen/governance/#vereisten","title":"Vereisten","text":"idVereistenaia-01Personeel en gebruikers zijn voldoende AI-geletterd.aia-01Verboden AI-systemen mogen niet worden gebruikt.aia-02Beoordeling als niet 'hoog-risico-AI-systeem' is gedocumenteerd.aia-03Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteemaia-11Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem.aia-14Hoog-risico-AI-systemen worden pas geleverd of gebruikt na een conformiteitsbeoordelingsprocedure.aia-15Hoog-risico-AI-systemen zijn voorzien van een EU-conformiteitsverklaring.aia-20Hoog-risico-AI-systemen worden gebruikt volgens de gebruiksaanwijzing.aia-21Menselijk toezicht van hoog-risico-AI-systemen wordt uitgevoerd door mensen met voldoende kennis en mogelijkheden.aia-25Gebruiksverantwoordelijken controleren de registratie van het hoog-risico AI-systeem in de EU-databank.aia-26Mensen over wie besluiten worden genomen door een hoog-risico-AI-systemen, krijgen op verzoek informatie over deze besluitenaia-31Als AI-modellen voor algemene doeleinden met systeemrisico\u2019s ernstige incidenten veroorzaken, wordt dit gedocumenteerd en gerapporteerd.aia-35Ernstige incidenten door hoog-risico-AI-systemen worden gemeld aan de toezichthouder.aia-36Klokkenluiders kunnen veilig melden dat een organisatie zich niet houdt aan de AI-verordening.avg-06Organisaties kunnen bewijzen dat zij persoonsgegevens op de juiste manier verwerken."},{"location":"onderwerpen/governance/#aanbevolen-maatregelen","title":"Aanbevolen maatregelen","text":"idMaatregelenorg-01Bepaal of er genoeg experts beschikbaar zijnorg-04Stel beleid op voor een verantwoorde inzet van algoritmes binnen de organisatie.org-03Maak een plan voor het omgaan met risico\u2019sorg-04Zorg voor politiek-bestuurlijk bewustzijn, betrokkenheid, en verantwoordelijkheid.org-05Sluit algoritmegovernance aan op bestaande governancestructuren binnen de organisatie.org-06Gebruik een algoritme volwassenheidsmodel om te weten waar de organisatie staatorg-07Richt een algoritmegovernance in met three lines of defenceorg-08Maak gebruik van beslismomenten  in de algoritmelevenscyclusorg-09Richt algoritmegovernance op basis van de risicoclassificatie van algoritmes.org-10Taken en verantwoordelijkheden zijn toebedeeld in de algoritmegovernanceorg-11Maak afspraken over het beheer van gebruikersorg-12Controleer en verbeter regelmatig de kwaliteit van het algoritmeorg-13Maak afspraken over het beheer van wachtwoordenorg-14Maak afspraken over het wijzigen van de codepba-01Beschrijf het probleem dat het algoritme moet oplossenpba-02Beschrijf het doel van het algoritmepba-03Beschrijf waarom een algoritme het probleem moet oplossenpba-04Overleg regelmatig met belanghebbendenpba-05Beschrijf de wettelijke grondslag voor de inzet van het algoritmeowp-01Beschrijf de rollen en verantwoordelijkheden voor het ontwikkelen en gebruiken van algoritmesowp-05Bepaal het soort algoritme en de risicogroep en vereisten die hierbij horenowp-28Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.org-02Pas vastgestelde beleidskaders toeowk-02Maak een noodplan voor het stoppen van het algoritmever-03Controleer regelmatig of het algoritme voldoet aan alle wetten en regels en het eigen beleidimp-03Richt de juiste menselijke controle in van het algoritmeimp-06Spreek af hoe de organisatie omgaat met privacy-verzoekenimp-05Spreek af hoe medewerkers omgaan met het algoritme.imp-09Richt een proces in zodat burgers of andere belanghebbenden een klacht, bezwaar of beroep kunnen indienen over het gebruik van het algoritme en monitor dit proces.imp-01Maak een openbaar besluit over de inzet van het algoritmemon-03Maak een noodplan voor beveiligingsincidenten"},{"location":"onderwerpen/governance/#aanbevolen-hulpmiddelen","title":"Aanbevolen hulpmiddelen","text":"HulpmiddelenOnderzoekskader algoritmes Auditdienst Rijk 2023Toetsingskader Algoritmes Algemene Rekenkamer"},{"location":"onderwerpen/menselijke-controle/","title":"Menselijke controle over algoritmes","text":"<p>Algoritmes van de overheid moeten onder controle blijven van mensen. Presteert het algoritme niet goed, dan moet een mens dit kunnen aanpassen of stoppen.</p>"},{"location":"onderwerpen/menselijke-controle/#wat-is-menselijke-controle","title":"Wat is menselijke controle?","text":"<p>Menselijke controle over een algoritme of AI-systeem betekent dat mensen invloed hebben op de uitkomsten. Mensen moeten het ontwerp van het algoritme kunnen aanpassen. En mensen moeten het algoritme kunnen stoppen. Zo kun je op tijd ingrijpen als er iets fout gaat.</p>"},{"location":"onderwerpen/menselijke-controle/#belang-van-menselijke-controle","title":"Belang van menselijke controle","text":"<p>Algoritmes kunnen schade veroorzaken in de maatschappij. Gebruik je een algoritme voor een publieke taak, dan moet je dit continu op een of andere manier controleren. </p>"},{"location":"onderwerpen/menselijke-controle/#ontwerp","title":"Ontwerp","text":"<p>Tijdens het ontwerp van een algoritme of AI-systeem controleer je bijvoorbeeld of het algoritme op de juiste manier \u2018getraind\u2019 wordt. Maakt het bijvoorbeeld gebruik van een goede dataset, zonder bias, die representatief is voor de samenleving? En je controleert of het algoritme bepaalde groepen niet benadeelt. </p> <p>Voordat je een algoritme gaat gebruiken, is het belangrijk om het doel te bepalen. </p>"},{"location":"onderwerpen/menselijke-controle/#gebruik","title":"Gebruik","text":"<p>Tijdens het gebruik van een algoritme is menselijke controle belangrijk omdat de werking verandert in de loop der tijd:</p> <ul> <li>Situaties kunnen veranderen. Het algoritme kan daarvan niet op de hoogte zijn. Een routeplanner kent bijvoorbeeld niet alle werkzaamheden of veranderingen aan de wegen.</li> <li>AI-systemen leren soms nog bij. En soms is het niet duidelijk op welke data de uitkomsten gebaseerd zijn. Een beeldherkenningssysteem herkent bijvoorbeeld honden op foto\u2019s op basis van de achtergrond in plaats van de hond zelf.</li> <li>Nieuwe mogelijkheden ontstaan door technologische ontwikkelingen. Zo maken leerlingen en studenten massaal gebruik van large language modellen (LLM\u2019s) zoals ChatGPT.</li> </ul>"},{"location":"onderwerpen/menselijke-controle/#mensen","title":"Mensen","text":"<p>Er is maatschappelijke consensus dat alleen natuurlijke personen in staat zijn om een goede (ethische) afweging te maken over wanneer en welke controle nodig is. Menselijke controle kan je dus niet automatiseren. Mensen mogen zich hierbij wel laten helpen door computers of andere technologie. </p>"},{"location":"onderwerpen/menselijke-controle/#aanpak-menselijke-controle","title":"Aanpak menselijke controle","text":"<p>Je kunt op verschillende manieren controle houden over de prestaties van een algoritme:</p> <ul> <li>Technische controle: Controle uitoefenen op het algoritme zelf. Je bepaalt bijvoorbeeld dat een AI-systeem alleen mag 'bijleren\u2019 wanneer de data voldoet aan bepaalde voorwaarden voor sociale representativiteit.</li> <li>Contextuele controle: Controle van de omgeving van het algoritme. Je verbiedt bijvoorbeeld dat je organisatie het algoritme gebruikt in situaties met een hoog risico op schade.</li> <li>Controle door kennis: Je probeert de werking en risico\u2019s van je algoritmes zo goed mogelijk te begrijpen. Gaat het om een AI-systeem, dan heb je ook voldoende kennis over AI nodig.</li> </ul> <p>Wanneer en hoe je controle uitoefent, hangt af van het soort algoritme en risico, de levenscyclusfase van je project en je expertise. </p> <p>Bepaal in elk geval zo vroeg mogelijk wie in welke levenscyclusfase verantwoordelijk is voor menselijke controle. En beschrijf dit in een RACI-matrix of VERI-matrix. Want menselijke controle is nodig in verschillende fases, door verschillende mensen. Er is nooit 1 persoon verantwoordelijk voor de totale controle. </p> <p>Tijdens het gebruik kun je menselijke controle op de volgende manieren uitoefenen:</p> <ul> <li>Human in the loop: Een mens moet de acties starten van het algoritme. Het werkt niet uit zichzelf.</li> <li>Human on the loop: Mensen kunnen acties stoppen van het algoritme.</li> <li>Human above the loop: Mensen houden overzicht en kunnen ingrijpen bij strategische en ethische beslissingen.</li> <li>Human before the loop: Het algoritme interpreteert morele modellen die mensen vooraf bedenken. Deze oplossing is bedoeld voor volledig autonome algoritmes. Dit zijn algoritmes die zelf beslissingen moeten nemen, bijvoorbeeld door tijdsdruk.</li> </ul>"},{"location":"onderwerpen/menselijke-controle/#feedback","title":"Feedback","text":"<p>Na het bepalen van de manier van controleren, bepaal je de manier waarop je feedback krijgt over het algoritme: Wat voor soort informatie moet bij wie terechtkomen? Aan wie moet een gebruiker bijvoorbeeld rapporteren dat het AI-systeem niet meer goed werkt?</p>"},{"location":"onderwerpen/menselijke-controle/#aanbevolen-maatregelen","title":"Aanbevolen maatregelen","text":"idMaatregelenorg-12Controleer en verbeter regelmatig de kwaliteit van het algoritmepba-03Beschrijf waarom een algoritme het probleem moet oplossenowk-02Maak een noodplan voor het stoppen van het algoritmeimp-01Stel een werkinstructie op voor gebruikers.imp-03Richt de juiste menselijke controle in van het algoritmeimp-05Spreek af hoe medewerkers omgaan met het algoritme."},{"location":"onderwerpen/menselijke-controle/#hulpmiddelen","title":"Hulpmiddelen","text":"HulpmiddelenAssessment List for Trustworthy Artificial Intelligence (ALTAI)Framework for Meaningful Engagement"},{"location":"onderwerpen/menselijke-controle/#help-ons-deze-pagina-te-verbeteren","title":"Help ons deze pagina te verbeteren","text":"<p>Deel je idee, suggestie of opmerking via GitHub of mail ons via algoritmes@minbzk.nl.</p>"},{"location":"onderwerpen/privacy-en-gegevensbescherming/","title":"Privacy en persoonsgegevens beschermen in algoritmes","text":"<p>Overheden die algoritmes gebruiken, moeten de persoonsgegevens van burgers beschermen. Hiervan gebruik je niet meer dan nodig is. En je beveiligt deze gegevens goed.</p>"},{"location":"onderwerpen/privacy-en-gegevensbescherming/#wat-is-het-beschermen-van-privacy-en-persoonsgegevens-in-algoritmes","title":"Wat is het beschermen van privacy en persoonsgegevens in algoritmes?","text":"<p>Overheidsalgoritmes mogen persoonsgegevens gebruiken, zolang je de privacy van burgers en bedrijven niet schendt. En wanneer je netjes omgaat met hun persoonsgegevens. Dit betekent:</p> <ul> <li>Verantwoord gebruik van data, zoals rechtmatig persoonsgegevens gebruiken</li> <li>Beveiligen van persoonsgegevens</li> <li>Transparant zijn over het gebruik van persoonsgegevens</li> </ul> <p>Als overheid moet je hier goed op letten. Doe dit zo vroeg mogelijk in de levenscyclus van het algoritme.</p>"},{"location":"onderwerpen/privacy-en-gegevensbescherming/#rechtmatig-persoonsgegevens-gebruiken","title":"Rechtmatig persoonsgegevens gebruiken","text":"<p>Als je persoonsgegevens gebruikt voor algoritmes, moet je rekening houden met wetgeving, zoals de Algemene Verordening Gegevensbescherming (AVG) en de Auteurswet. De belangrijkste regels zijn:</p> <ul> <li>Gebruik alleen persoonsgegevens die je mag gebruiken voor het doel van je algoritme: je hebt toestemming van de eigenaar, of het mag volgens de wet.</li> <li>Gebruik zo min mogelijk persoonsgegevens om dit doel bereiken. </li> </ul> <p>Je organisatie beoordeelt zelf welke persoonsgegevens nodig zijn voor een bepaald doel. Dit kan lastig zijn. Want welke gegevens zijn bijvoorbeeld nodig als je vooraf niet weet welke verbanden het algoritme legt?</p> <p>De persoonsgegevens die overblijven, gebruik je zo minimaal mogelijk. Hoe minimaal dat is, bepaalt je organisatie zelf. Technieken om privacy zoveel mogelijk te beschermen zijn: * Anonimiseren: data zoveel mogelijk anoniem maken * Pseudonimiseren: data moeilijker herleidbaar maken naar personen * Aggregeren: data zoveel mogelijk combineren of samenvoegen tot 1 waarde, zoals een totaal of gemiddelde</p> <p>Tip Leg de keuzes die je maakt duidelijk uit. Zo voorkom je fouten op de werkvloer. Gevoelige persoonsgegevens voor doel A mag je bijvoorbeeld niet automatisch voor doel B gebruiken.</p>"},{"location":"onderwerpen/privacy-en-gegevensbescherming/#belang-van-privacy-en-persoonsgegevens-beschermen","title":"Belang van privacy en persoonsgegevens beschermen","text":"<p>Algoritmes die persoonsgegevens verwerken, kunnen snel de privacy schenden van grote groepen mensen. Vooral impactvolle algoritmes kunnen veel schade veroorzaken in de maatschappij.</p> <p>Wanneer je de privacy en persoonsgegevens van mensen goed beschermt, voorkom je: * Gebruik van persoonsgegevens voor het verkeerde doel, zoals het per ongeluk publiceren van iemands paspoortfoto op de website van een gemeente. * Discriminatie, bijvoorbeeld door onnodig gebruik van leeftijd in een algoritme. * Lekken van persoonsgegevens.</p> <p>Persoonsgegevens helemaal niet gebruiken, is onmogelijk. Voor sommige taken kunnen overheden niet meer zonder algoritmes, bijvoorbeeld voor het beoordelen van grote aantallen aanvragen voor subsidies of vergunningen. Hiervoor zijn persoonsgegevens nodig zoals iemands naam, adres of bepaalde kenmerken.</p>"},{"location":"onderwerpen/privacy-en-gegevensbescherming/#aanbevolen-hulpmiddelen","title":"Aanbevolen hulpmiddelen","text":"HulpmiddelenAssessment List for Trustworthy Artificial Intelligence (ALTAI)Data Protection Impact Assessment"},{"location":"onderwerpen/privacy-en-gegevensbescherming/#help-ons-deze-pagina-te-verbeteren","title":"Help ons deze pagina te verbeteren","text":"<p>Deel je idee, suggestie of opmerking via GitHub of mail ons via algoritmes@minbzk.nl.</p>"},{"location":"onderwerpen/publieke-inkoop/","title":"Inkoop van verantwoorde algoritmes","text":"<p>Algoritmes die de overheid inkoopt bij leveranciers, moeten voldoen aan strenge eisen. Het inkoopproces speelt een belangrijke rol bij het in goede banen leiden van alle belangen. Begin met een uitgebreide behoeftestelling. En werk goed samen met de leverancier. </p>"},{"location":"onderwerpen/publieke-inkoop/#wat-is-inkoop-van-verantwoorde-algoritmes","title":"Wat is inkoop van verantwoorde algoritmes?","text":"<p>Overheidsorganisaties kunnen een behoefte hebben om hun taken beter uit te gaan voeren en om daar algoritmes voor in te zetten. Het ontwikkelen van algoritmes wordt soms door de overheid zelf gedaan waar dat nodig is. In veel gevallen wordt ervoor gekozen om algoritmes te gaan gebruiken die worden ontwikkelt door leveranciers die hierin gespecialiseerd zijn. </p> <p>Het inkoopproces moet eraan bijdragen dat uiteindelijk een contract wordt gesloten met een leverancier die het best in staat is om invulling te geven aan deze \u2018overheidsopdracht\u2019. Het is van belang dat in het inkoopproces duidelijk wordt gemaakt aan welke voorwaarden moet worden voldaan door leveranciers. Net als voor privacy en informatiebeveiliging, zullen de vereisten specifiek voor algoritmes ook een plek moeten krijgen in het inkoopproces. </p>"},{"location":"onderwerpen/publieke-inkoop/#belang-van-het-inkoopproces","title":"Belang van het inkoopproces","text":"<p>Het inkoopproces neemt een bijzondere positie in om tot een verantwoorde inzet van algoritmes te komen door overheidsorganisaties. Met een gedegen inkoopproces kunnen mogelijke negatieve effecten van algoritmes voor een belangrijk deel al op voorhand worden voorkomen. Dit wordt gedaan door een leverancier te selecteren die voldoet aan de wensen en bijzondere vereisten die aan deze algoritmes moeten worden gesteld en door hier nadere afspraken mee te maken.</p> <p>Het is daarom van belang dat de wensen en vereisten goed in beeld worden gebracht. En dat bijvoorbeeld een inkoopadviseur deze wensen en vereisten een plek geeft in een aanbesteding, zodat je bij de meest geschikte leverancier uitkomt. Dit geldt ook voor onderhandse gunningen.</p> <p>Het publiek inkopen van algoritmes biedt naast het voldoen aan vereisten, een waardevolle kans om nadere invulling te geven aan publieke waarden die worden nagestreefd door overheidsorganisaties.</p>"},{"location":"onderwerpen/publieke-inkoop/#maak-een-uitgebreide-behoeftestelling","title":"Maak een uitgebreide behoeftestelling","text":"<p>Afhankelijk van de behoeftestelling, moet worden beoordeeld aan welke vereiste de benodigde algoritmes van leveranciers moet voldoen en hoe deze betekenisvol kunnen worden geadresseerd. Omdat algoritmes bijzondere kenmerken en effecten kunnen hebben, zoals een niet-transparante of onbedoelde discriminerende werking, moet hier aandacht voor zijn. Het is raadzaam om deze beoordeling met een multidisciplinair team te doen. </p> <p>Beantwoord in elk geval de volgende vragen:</p> <ul> <li>Wat is het op te lossen probleem, de bijbehorende doelstelling en waarom de inzet van een algoritme een geschikte oplossing?</li> <li>Welke beleid rondom AI voert een overheidsorganisatie? Worden er bijvoorbeeld standaard inkoopvoorwaarden gehanteerd?</li> <li>Om wat voor type algoritme gaat het? </li> <li>Hoe risicovol is de inzet van het beoogde type algoritme?</li> <li>Welke verantwoordelijkheden zijn er wie is hiervoor verantwoordelijk? Een leverancier of een de opdrachtgever zelf?</li> <li>Welke publiek waarden worden geraakt met het inzet van het algoritme?</li> <li>Welke expertise moet de opdrachtgever zelf organiseren om algoritmes verantwoord te kunnen gebruiken? De levenscyclus kan hier waardevolle inzichten voor geven.</li> <li>Zijn er specifieke standaarden voor algoritmes die moeten worden gehanteerd? Denk hierbij aan de ISO27001. </li> </ul> <p>Een inkoper heeft een belangrijke rol om antwoorden op deze vragen te verzamelen en om dit te vertalen naar sleutelmomenten binnen het inkoopproces.</p>"},{"location":"onderwerpen/publieke-inkoop/#verken-de-markt-en-specificeer-de-inkoopbehoefte","title":"Verken de markt en specificeer de inkoopbehoefte","text":"<p>Nadat de behoefstelling is beeld is gebracht, is het van belang om te verkennen welke oplossingen in de markt beschikbaar zijn. Dat kan worden gedaan met bijvoorbeeld een marktconsultatie en door met leveranciers in gesprek te gaan. Dit kan waardevolle inzichten opleveren om het inkoopproces verder mee vorm te gaan geven.</p> <p>Het multidisciplinaire inkoopteam zal vervolgens de behoeftestelling moeten gaan specificeren. Daar kan op verschillende manieren. Hier kan worden gedacht aan:</p> <ul> <li>Als voldoende specifiek is waar een algoritme aan moet voldoen, bv. welke output het moet kunnen genereren, kan dit worden ondergebracht in een Programma van Eisen;</li> <li>Bepaalde vereisten gebruiken als gunningscriteria;</li> <li>Ruimte cre\u00ebren voor samenwerking met een leverancier na het sluiten van een contract.</li> <li>Bewijsstukken uitvragen waaruit blijkt dat wordt voldaan aan bepaalde vereisten, zoals het niet schenden van auteursrechten. </li> <li>Zaken die specifiek gelden voor algoritmes opnemen in een SLA. </li> </ul>"},{"location":"onderwerpen/publieke-inkoop/#beoordeel-de-inschrijvingen-en-stel-het-contract-op","title":"Beoordeel de inschrijvingen en stel het contract op","text":"<p>Als leveranciers, bijvoorbeeld bij een aanbesteding, hun inschrijving hebben ingediend, moet worden beoordeeld welke leverancier het best aansluit bij de opdracht. </p> <p>Stel een beoordelingsteam samen waarin voldoende kennis over algoritmes aanwezig is. </p> <p>Er wordt vervolgens een leverancier geselecteerd waarmee een contract wordt opgesteld. Het is van belang dat goed wordt nagedacht hoe het contractbeheer wordt vormgegeven en welke verantwoordelijkheden er blijven bestaan voor de opdrachtnemen. </p>"},{"location":"onderwerpen/publieke-inkoop/#aanbevolen-hulpmiddelen","title":"Aanbevolen hulpmiddelen","text":"HulpmiddelenInkoopvoorwaarden"},{"location":"onderwerpen/publieke-inkoop/#bronnen","title":"Bronnen","text":"<ul> <li>Inkoopproces PIANOo, expertisecentrum aanbesteden van het ministerie van Economische Zaken</li> <li>Community of Practice Digitale Innovaties, PIANOo</li> </ul>"},{"location":"onderwerpen/publieke-inkoop/#help-ons-deze-pagina-te-verbeteren","title":"Help ons deze pagina te verbeteren","text":"<p>Deel je idee, suggestie of opmerking via GitHub of mail ons via algoritmes@minbzk.nl.</p>"},{"location":"onderwerpen/technische-robuustheid-en-veiligheid/","title":"Technische robuustheid en veiligheid","text":"<p>Algoritmes van de overheid moeten robuust en veilig zijn. Dit betekent dat je algoritmes in elke situatie goed presteren, ook als er iets onverwachts gebeurt. Gaat er toch iets mis, dan is er een noodplan.</p>"},{"location":"onderwerpen/technische-robuustheid-en-veiligheid/#wat-is-technisch-robuust-en-veilig","title":"Wat is technisch robuust en veilig?","text":"<p>Een technisch robuust en veilig algoritme presteert onder elke omstandigheid zoals het bedoeld is. </p> <p>Een robuust algoritme is:</p> <ul> <li>Nauwkeurig: Het algoritme geeft de juiste uitkomst voor het gewenste doel, of meldt dat de uitkomst onzeker is.</li> <li>Betrouwbaar: Ook in nieuwe of onverwachte situaties geeft het algoritme de juiste uitkomst.</li> <li>Reproduceerbaar: In dezelfde situaties vertoont het algoritme hetzelfde gedrag.</li> </ul> <p>Een algoritme is veilig onder deze omstandigheden:</p> <ul> <li>Geautoriseerde toegang: Alleen personen en systemen met toestemming kunnen het algoritme gebruiken of beheren.</li> <li>Confidentieel: Het algoritme kan geen vertrouwelijke of gevoelige informatie lekken door aanvallen.</li> <li>Integer: Kwaadwillenden kunnen nergens in de levenscyclus van het algoritme onbedoeld de controle van het model overnemen.</li> <li>Beschikbaar: Je kunt op elk moment het algoritme gebruiken waarvoor het bedoeld is. Gaat dit toch fout, dan ontstaat er geen grote schade.</li> </ul>"},{"location":"onderwerpen/technische-robuustheid-en-veiligheid/#belang-van-robuuste-veilige-algoritmes","title":"Belang van robuuste, veilige algoritmes","text":"<p>Algoritmes kunnen grote schade veroorzaken aan de maatschappij. Met een technisch robuust en goed beveiligd algoritme voorkom je:</p> <ul> <li>onverwachte schadelijke uitkomsten, zoals verkeerde beslissingen of discriminatie door onvoldoende nauwkeurigheid </li> <li>uitval van het systeem</li> <li>lekken van informatie, zoals persoonsgegevens</li> <li>gebruik van het algoritme voor verkeerde doelen</li> <li>schade door misbruik of aanvallen van buitenaf</li> </ul>"},{"location":"onderwerpen/technische-robuustheid-en-veiligheid/#gebruik-algoritmes-op-de-juiste-manier","title":"Gebruik algoritmes op de juiste manier","text":"<p>Gebruik een algoritme alleen voor het juiste doel en op de juiste manier. Dit is de manier die is getest en gecontroleerd. Wanneer je het algoritme gebruikt voor een ander doel of in een verkeerde context, zijn de resultaten niet meer betrouwbaar. </p> <p>Voorkom dat medewerkers op de verkeerde manier werken met het algoritme. Zij moeten weten wat het algoritme wel en niet kan. En wat ze moeten doen als het algoritme fouten maakt of niet goed werkt. Denk aan technische en organisatorische ondersteuning:</p> <ul> <li>Leid medewerkers op.</li> <li>Maak duidelijke afspraken over werkprocessen (governance).</li> <li>Stuur gebruikers in het juiste gebruik via interactie en technische verbeteringen in het ontwerp.</li> </ul>"},{"location":"onderwerpen/technische-robuustheid-en-veiligheid/#controleer-regelmatig","title":"Controleer regelmatig","text":"<p>Begin zo vroeg mogelijk met regelmatige controles van de uitkomst en werking van het algoritme. In de praktijk verandert de omgeving en de situatie waarin het algoritme wordt gebruikt. Controleer daarom regelmatig of het algoritme nog werkt zoals het is bedoeld. </p>"},{"location":"onderwerpen/technische-robuustheid-en-veiligheid/#voorbeeld","title":"Voorbeeld","text":"<p>Een algoritme leest kentekens tijdens parkeercontroles. Het herkent de juiste letters en cijfers op elk kenteken. Ook als het bord een andere kleur heeft, op een andere plek zit of vies is. Het algoritme is nauwkeurig en dus robuust.</p> <p>Een algoritme berekent het risico op fraude door mensen. Maar bij personen uit dezelfde groep geeft het algoritme de ene keer als uitkomst \u2018hoog risico\u2019 en de andere keer \u2018geen risico\u2019. De uitkomst is niet reproduceerbaar. Hierdoor is het algoritme niet robuust.</p>"},{"location":"onderwerpen/technische-robuustheid-en-veiligheid/#controles-voorbereiden","title":"Controles voorbereiden","text":"<p>Bereid de controles voor tijdens de levenscyclusfases probleemanalyse, ontwerp en dataverkenning en datapreparatie. Onderzoek de situatie waarin je organisatie het algoritme gaat gebruiken: Wat zijn de risico\u2019s? Welke onderdelen van het algoritme moet je evalueren? Analyseer de kwaliteit en variatie van de data. Bedenk maatregelen waarmee je de risico\u2019s zoveel mogelijk voorkomt. En bedenk met welke methode je de controles gaat evalueren. </p> <p>Ontwikkel je het algoritme zelf, controleer dan tijdens de ontwikkeling al wat er gebeurt in de verschillende situaties die je verwacht. Experimenteer met nieuwe combinaties van de inputdata en gebruik verschillende representatieve test-sets.</p>"},{"location":"onderwerpen/technische-robuustheid-en-veiligheid/#controles-uitvoeren","title":"Controles uitvoeren","text":"<p>Voer de controles uit tijdens de ontwikkelfase en de verificatie- en validatiefase. Test het algoritme goed. Evalueer hoe robuust en veilig het algoritme is. Verbeter het algoritme waar nodig. En monitor goed welke data het algoritme gebruikt, zodat je veranderingen in die data snel signaleert. Maak een noodplan voor als blijkt dat het algoritme niet meer werkt zoals het bedoeld was.</p> <p>Blijf regelmatig controleren tijdens de fases implementatie en monitoring en beheer. Dit zijn de fases waarin je het algoritme gebruikt. Presteert het algoritme niet goed, los het probleem dan op of stop het gebruik. </p> <p>[!TIP] Houd rekening met concept drift. Dit betekent dat de eigenschappen van je data in de loop van de tijd kunnen veranderen. Hierdoor trekt je algoritme mogelijk verkeerde conclusies. Zo was er v\u00f3\u00f3r 2020 een verband tussen thuiswerken en ziek zijn. Maar sinds de coronacrisis in 2020 is dit verband minder sterk, omdat gezonde mensen vaker thuiswerken. </p>"},{"location":"onderwerpen/technische-robuustheid-en-veiligheid/#bescherm-algoritmes-tegen-aanvallen-en-bedreigingen","title":"Bescherm algoritmes tegen aanvallen en bedreigingen","text":"<p>Beveilig het ICT-systeem waarin het algoritme wordt gebruikt. Dit zijn bijvoorbeeld maatregelen uit de Baseline Informatiebeveiliging Overheid (BIO) die je standaard neemt voor beveiliging van ICT-systemen tegen cyberaanvallen.</p> <p>Beveilig de algoritmes zelf tegen cybercriminelen. Belangrijke bedreigingen voor algoritmes zijn:</p> <ul> <li>Trainingsdata van een AI-model aanpassen, waardoor het later fouten gaat maken tijdens het gebruik.</li> <li>Input van een algoritme aanpassen om het normale gedrag te omzeilen, of om het algoritme specifieke, ongewenste output te laten geven.</li> <li>Een \u2018achterdeurtje\u2019 inbouwen met toegang tot het algoritme, waardoor aanvallers het algoritme kunnen misbruiken.</li> <li>Intellectueel eigendom of kwetsbaarheden afleiden uit de details van een AI-model.</li> <li>Gevoelige informatie afleiden uit de eigenschappen van trainingsdata.</li> </ul> <p>Lees meer in het TNO-rapport Verkenning van het raakvlak cybersecurity en AI.</p> <p>Aandachtspunten voor het beschermen van algoritmes tegen specifieke dreigingen:</p> <ul> <li>Controleer of de trainingsdata geschikt, correct en betrouwbaar is.</li> <li>Controleer of de inputdata geschikt, correct en betrouwbaar is.</li> <li>Houd bij complexe algoritmes rekening met verborgen en onwenselijke functionaliteiten.</li> <li>Train je algoritme om bestand te zijn tegen aanvallen. </li> <li>Stimuleer veilig gebruik van het algoritme door gebruikers.</li> <li>Maak afspraken met leveranciers en controleer de geleverde algoritmes voor gebruik.</li> <li>Test periodiek of het algoritme weerbaar is tegen bekende aanvallen.</li> </ul> <p>Hiermee voorkom je:</p> <ul> <li>misleiding, doordat het algoritme niet werkt op de bedoelde manier</li> <li>verkeerde implementatie en daardoor een verkeerde werking</li> </ul> <p>Begin zo vroeg mogelijk met beveiligen. Beveilig in elk geval in de fases ontwikkelen, verificatie en validatie, implementatie, monitoring en beheer en uitfaseren.</p>"},{"location":"onderwerpen/technische-robuustheid-en-veiligheid/#verklein-de-kans-op-schade","title":"Verklein de kans op schade","text":"<p>Veroorzaak zo min mogelijk schade als het toch fout gaat. En maak een noodplan voor incidenten. Het doel van dit plan is ervoor zorgen dat de fout zo min mogelijk gevolgen heeft voor de organisatie en de maatschappij. In het plan staat bijvoorbeeld wie wat moet doen als het systeem uitvalt.</p>"},{"location":"onderwerpen/technische-robuustheid-en-veiligheid/#aanbevolen-maatregelen","title":"Aanbevolen maatregelen","text":"idMaatregelenorg-11Maak afspraken over het beheer van gebruikersorg-13Maak afspraken over het beheer van wachtwoordenorg-14Maak afspraken over het wijzigen van de codeowp-04Beschrijf welke techniek gebruikt wordt voor de beoogde toepassingowp-10Maak een Project Startarchitectuur (PSA) voor de ontwikkeling of inkoop van algoritmesowp-24Voer een risico-analyse met de aanbieder uit op het gebied van informatiebeveiliging bij een uitbestedingstrajectdat-04Geef data zoals persoonsgegevens een bewaartermijn met een vernietigingsproceduredat-07Gebruik bij machine learning technieken gescheiden train-, test- en validatiedata en houdt rekening met underfitting en overfitting.owk-01Ontwerp en ontwikkel het algoritme volgens de principes van \u2018security by design\u2019owk-04Maak logbestanden waarin staat wie wanneer toegang had tot de data en de codever-01Controleer regelmatig of het algoritme werkt zoals het bedoeld isimp-02Doe aselecte steekproeven om algoritmes met 'risicogestuurde selectie\u2019 te controlerenmon-01Maak back-ups van algoritmesmon-02Beveilig de softwaremon-03Maak een noodplan voor beveiligingsincidentenmon-04Monitor regelmatig op veranderingen in de data. Bij veranderingen evalueer je de prestaties en output van het algoritme."},{"location":"onderwerpen/technische-robuustheid-en-veiligheid/#hulpmiddelen","title":"Hulpmiddelen","text":"HulpmiddelenAssessment List for Trustworthy Artificial Intelligence (ALTAI)Baseline Informatiebeveiliging Overheid (BIO)"},{"location":"onderwerpen/technische-robuustheid-en-veiligheid/#bronnen","title":"Bronnen","text":"<ul> <li>Natalia D\u00edaz-Rodr\u00edguez et al, 2023, Connecting the dots in trustworthy Artificial Intelligence: From AI principles, ethics, and key requirements to responsible AI systems and regulation, Information Fusion 99.</li> <li>Andrea Tocchetti, Lorenzo Corti, Agathe Balayn, Mireia Yurrita, Philip Lippmann, Marco Brambilla, and Jie Yang. 2022. A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities. In ACM, New York, NY, USA</li> <li>Ronan Hamon, Henrik Junklewitz, Ignacio Sanchez, 2020, Robustness and Explainability of Artificial Intelligence: from technical to policy solutions, JRC Technical Report, EUR 30040 EN</li> <li>Bhanu Chander, Chinju John, Lekha Warrier, Gopalakrishnan Kumaravelan, 2024, Toward Trustworthy AI in the Context of Explainability and Robustness, ACM Computing Surveys</li> <li>Niels Brink, Yori Kamphuis, Yuri Maas, Gwen Jansen-Ferdinandus, Jip van Stijn, Bram Poppink, Puck de Haan, Irina Chiscop, 2023, Adversarial AI in de cyber domain, TNO-2023-R10292-EN</li> </ul>"},{"location":"onderwerpen/technische-robuustheid-en-veiligheid/#help-ons-deze-pagina-te-verbeteren","title":"Help ons deze pagina te verbeteren","text":"<p>Deel je idee, suggestie of opmerking via GitHub of mail ons via algoritmes@minbzk.nl.</p>"},{"location":"onderwerpen/transparantie/","title":"Transparant zijn over algoritmes","text":"<p>Overheden moeten transparant zijn over hun algoritmes. Dit betekent dat je duidelijke informatie geeft over de algoritmes die je ontwikkelt of gebruikt.</p>"},{"location":"onderwerpen/transparantie/#wanneer-ben-je-transparant","title":"Wanneer ben je transparant?","text":"<p>Je draagt bij aan transparantie over algoritmes als je duidelijk uitlegt:</p> <ul> <li>dat je algoritmes ontwikkelt of gebruikt</li> <li>voor welk doel je deze algoritmes ontwikkelt of gebruikt</li> <li>wat voor soort algoritmes dit zijn</li> <li>welke code of programmeertaal je hiervoor gebruikt</li> <li>welke data je hiervoor gebruikt</li> <li>hoe uitkomsten tot stand komen</li> <li>hoe belanghebbenden bezwaar kunnen maken tegen gevolgen van het algoritme</li> </ul>"},{"location":"onderwerpen/transparantie/#belang-van-transparantie","title":"Belang van transparantie","text":"<p>Als je open bent over de algoritmes die je ontwikkelt of gebruikt, kunnen burgers en bedrijven zich beter verdedigen tegen mogelijke nadelige gevolgen. Verkeerd gebruik van algoritmes kan iemands leven namelijk ernstig be\u00efnvloeden. Bijvoorbeeld door discriminatie of een besluit dat niet klopt.</p> <p>Door uit te leggen hoe het algoritme werkt, kun je de beslissingen van het algoritme makkelijker controleren. Je leert sneller waarom het bepaalde keuzes maakt en waar de zwakke plekken zitten.</p> <p>Ook je organisatie is makkelijker te controleren. Omdat je transparant bent over algoritmes, kunnen burgers feedback geven. Journalisten zien wat je doet. En andere overheden kunnen hiervan leren.</p>"},{"location":"onderwerpen/transparantie/#aanpak-transparant-werken","title":"Aanpak transparant werken","text":"<p>Hoe je transparantie organiseert, hangt af van:</p> <ul> <li>het doel van je algoritme</li> <li>het soort algoritme waarmee je werkt</li> <li>wie de gebruikers zijn van het algoritme, bijvoorbeeld medewerkers of burgers</li> <li>de vereisten waar je aan moet voldoen</li> <li>de maatregelen die je neemt</li> <li>de doelgroep die je wil bereiken</li> <li>de levenscyclus-fase van je algoritme</li> </ul> <p>Onderzoek goed welk soort algoritme je gebruikt of wil gebruiken. Hoe groter de impact en het risico, hoe strenger de vereisten.</p> <p>De keuze voor het soort algoritme bepaalt ook hoe transparant je kunt zijn. Van rekenregels kun je namelijk precies uitleggen hoe deze tot een beslissing komen. Maar complexe AI-systemen zijn vaak een black box: niemand weet precies hoe deze systemen beslissingen maken. Volledige transparantie is dan niet mogelijk. In dat geval moet je de werking zo goed mogelijk onderzoeken. Probeer bijvoorbeeld in elk geval ernstige gevolgen zoals discriminatie te voorkomen. </p> <p>Tip</p> <p>Rekenregels zijn makkelijker uit te leggen dan AI-systemen. Als een rekenregel voldoende is voor het bereiken van je doel, dan is het ook makkelijker om transparant te zijn.</p>"},{"location":"onderwerpen/transparantie/#betrokken-partijen","title":"Betrokken partijen","text":"<p>Stem je informatie af op de betrokken partij. Zo moeten gebruikers de uitkomst van het algoritme voldoende begrijpen voor het nemen van onderbouwde beslissingen. En belanghebbenden zoals burgers moeten weten dat zij te maken hebben met een algoritme. Zij moeten snel en makkelijk kunnen vinden wat hun rechten zijn en hoe zij in beroep kunnen gaan. </p> Doelgroep Informeer bijvoorbeeld over Geef de informatie bijvoorbeeld via: Ontwikkelaar de werking, keuzes van het ontwikkelteam technische documentatie Gebruiker hoe uitkomsten tot stand komen, gebruikte data, wat het algoritme wel en niet kan gebruiksinstructies,  trainingen Medewerker contactpersonen, algoritmegebruik binnen de organisatie, afspraken over algoritmemanagement (ook wel: algoritmegovernance) intern algoritmeregister, trainingen Belanghebbende (iemand voor wie het algoritme gevolgen heeft) hoe een besluit tot stand kwam, mogelijkheden om bezwaar te maken, contactmogelijkheden brief over het besluit, webpagina over het algoritme Ge\u00efnteresseerde burger algoritmegebruik binnen de organisatie webpagina over het algoritme, algoritmeregister Auditor werking, ontwikkelproces, keuzes van het ontwikkelteam, hoe uitkomsten tot stand komen algoritmeregister, technische documentatie, programmeercode Onderzoeker of journalist algoritmegebruik binnen de organisatie algoritmeregister, technische documentatie, code"},{"location":"onderwerpen/transparantie/#aanbevolen-maatregelen","title":"Aanbevolen maatregelen","text":"idMaatregelenorg-04Stel beleid op voor een verantwoorde inzet van algoritmes binnen de organisatie.org-04Zorg voor politiek-bestuurlijk bewustzijn, betrokkenheid, en verantwoordelijkheid.pba-01Beschrijf het probleem dat het algoritme moet oplossenpba-02Beschrijf het doel van het algoritmepba-05Beschrijf de wettelijke grondslag voor de inzet van het algoritmeowp-08Bepaal welke documenten voor hoe lang gearchiveerd moeten wordenowp-13Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.owp-20Vul technische documentatie van aanbieder aan met relevante informatie vanuit de gebruiksverantwoordelijke.owp-22Bepaal in een aanbesteding of algoritmes van een aanbieder bepalende invloed hebben in een besluit richting personenpba-04Stel vast welke betrokkenen ge\u00efnformeerd moeten worden en welke informatie zij nodig hebben.owp-07Pas uitlegbaarheidstechnieken toe en evalueer en valideer deze.imp-10Maak gebruik van een algoritme dat bronvermelding kan genereren bij de output.org-02Pas vastgestelde beleidskaders toever-03Controleer regelmatig of het algoritme voldoet aan alle wetten en regels en het eigen beleidimp-01Stel een werkinstructie op voor gebruikers.imp-04Publiceer impactvolle algoritmes en hoog-risico-AI-systemen in het Algoritmeregisterimp-07Vermeld het gebruik van persoonsgegevens in een privacyverklaringimp-08Vermeld het gebruik van persoonsgegevens in het verwerkingsregisterimp-01Maak een openbaar besluit over de inzet van het algoritme"},{"location":"onderwerpen/transparantie/#hulpmiddelen","title":"Hulpmiddelen","text":"HulpmiddelenAssessment List for Trustworthy Artificial Intelligence (ALTAI)Impact Assessment Mensenrechten en AlgoritmesAlgoritmeregisterFramework for Meaningful Engagement"},{"location":"onderwerpen/transparantie/#help-ons-deze-pagina-te-verbeteren","title":"Help ons deze pagina te verbeteren","text":"<p>Deel je idee, suggestie of opmerking via GitHub of mail ons via algoritmes@minbzk.nl.</p>"},{"location":"overhetalgoritmekader/","title":"Basiskennis algoritmes en AI","text":"<ul> <li> <p>Soorten algoritmes</p> <p>Het soort algoritme bepaalt aan welke vereisten je moet voldoen. Werk je met simpele rekenregels of een AI-systeem?</p> </li> <li> <p>Risico van AI-systemen</p> <p>Je AI-systemen valt mogelijk onder een risicogroep uit de AI-verordening.</p> </li> <li> <p>Impact van algoritmes</p> <p>Impactvolle algoritmes moet je registreren in het Algoritmeregister.</p> </li> <li> <p>Woordenlijst</p> <p>Uitleg van begrippen die je vaak tegenkomt op deze website.</p> </li> </ul>"},{"location":"overhetalgoritmekader/CONTRIBUTING/","title":"Bijdragen aan het Algoritmekader","text":"<p>Allereerst, bedankt dat je de tijd hebt genomen om een bijdrage te leveren! \u2764\ufe0f</p> <p>We waarderen alle soorten bijdragen enorm. Zie die Inhoudsopgave voor verschillende manieren waarop je kan bijdragen aan het Algoritmekader. Zorg ervoor dat je de relevante hoofdstukken even leest voordat je een bijdrage levert. Het zal het voor het team van het Algoritmekader een stuk makkelijker maken en de ervaring voor alle betrokkenen soepeler laten verlopen. We kijken uit naar alle bijdragen! \ud83c\udf89</p>"},{"location":"overhetalgoritmekader/CONTRIBUTING/#opmerking","title":"Opmerking","text":"<p>Werken in Github is voor het team Algoritmekader nieuw en experimenteel. Dit vraagt voor ons om een aangepaste werkwijze en hier is bepaalde expertise voor nodig.  Het begin is gemaakt en het team Algoritmekader is nog lerende om hier optimaal invulling aan te geven.  Hierdoor kan het iets langer duren voordat er wordt gereageerd op suggesties of toevoegingen.  We werken aan een duidelijk proces om hier goed mee om te gaan (deze guidelines zijn daar een voorbeeld van). Daarnaast werken we niet aan alle bouwblokken tegelijk. Deze worden \u00e9\u00e9n voor \u00e9\u00e9n opgepakt.  Aanbevelingen over onderwerpen die later op de planning staan kunnen daardoor ook iets langer duren om te verwerken, en worden mogelijk pas verwerkt wanneer dit bouwblok wordt uitgewerkt.  </p>"},{"location":"overhetalgoritmekader/CONTRIBUTING/#inhoudsopgave","title":"Inhoudsopgave","text":"<ul> <li>Code of Conduct</li> <li>Ik heb een vraag</li> <li>Ik wil iets bijdragen</li> <li>Ik wil een fout of bug melden</li> <li>Hoe we werken op GitHub</li> </ul>"},{"location":"overhetalgoritmekader/CONTRIBUTING/#code-of-conduct","title":"Code of Conduct","text":"<p>Dit project en iedereen die eraan deelneemt, valt onder de Code of Conduct. Door deel te nemen, wordt van je verwacht dat je je aan deze code houdt. Meld onacceptabel gedrag aan algoritmes@minbzk.nl.</p>"},{"location":"overhetalgoritmekader/CONTRIBUTING/#ik-heb-een-vraag","title":"Ik heb een vraag","text":""},{"location":"overhetalgoritmekader/CONTRIBUTING/#maak-een-issue-aan","title":"Maak een issue aan","text":"<p>Voordat je een Issues gaat aanmaken, kan je bekijken of jouw vraag al tussen de bestaande Issues staat. Wellicht staat er al een issue tussen die jou vraag kan beantwoorden. </p> <p>Als je jouw vraag nog steeds wilt stellen, kan je een Issue aanmaken. </p> <ol> <li>Gebruik daarvoor de knop new issue.</li> <li>Schrijf je vraag of opmerking is en geef een heldere toelichting.</li> <li>Anderen kunnen nu opmerkingen toevoegen aan jouw issue.</li> <li>Het team van het Algoritmekader zal deze issue labelen als <code>question</code> en pakt jouw issue zo snel mogelijk op. Mogelijk neemt het team van het Algoritmekader contact op voor een verduidelijking of een oplossing.</li> </ol>"},{"location":"overhetalgoritmekader/CONTRIBUTING/#stel-een-vraag-via-mail","title":"Stel een vraag via mail","text":"<p>Je kan je vragen ook altijd stellen door een mail te sturen naar algoritmes@minbzk.nl.</p>"},{"location":"overhetalgoritmekader/CONTRIBUTING/#ik-wil-iets-bijdragen","title":"Ik wil iets bijdragen","text":"<p>Er zijn verschillende manieren waarop je kan bijdragen. Zie hieronder de mogelijkheden. </p>"},{"location":"overhetalgoritmekader/CONTRIBUTING/#ter-kennisgeving","title":"Ter kennisgeving","text":"<p>Wanneer je bijdraagt aan dit project, moet je ermee akkoord gaan dat je 100% van de inhoud hebt geschreven, dat je de benodigde rechten op de inhoud hebt en dat de inhoud die je bijdraagt mag worden geleverd onder de Code of Conduct.</p>"},{"location":"overhetalgoritmekader/CONTRIBUTING/#sluit-je-aan-bij-een-werkgroep","title":"Sluit je aan bij een werkgroep","text":"<p>Voor sommige bouwblokken wordt er gewerkt met werkgroepen, om de informatie verder uit te werken. Deelname aan een werkgroep kost tijd. Werkgroepen komen regelmatig bij elkaar, en tussendoor worden bepaalde zaken uitgewerkt door werkgroepleden. Wil je op \u00e9\u00e9n van de onderwerpen meewerken? Stuur dan een bericht naar algoritmes@minbzk.nl.</p>"},{"location":"overhetalgoritmekader/CONTRIBUTING/#neem-deel-aan-een-sprint-review-klankbord-demo","title":"Neem deel aan een sprint review / klankbord / demo","text":"<p>Het team van het algoritmekader werkt in sprints van ongeveer 3 weken. Daarin werken we toe naar de volgende release van het Algoritmekader. Ongeveer eens in de 6 weken vindt er een nieuwe release plaats. Wanneer er een release is, wordt deze altijd toegelicht en gepresenteerd in een open online review / demo. Deze kan je vrijblijvend volgen. Zo blijf je op de hoogte en kun je een bijdrage leveren. Bekijk de agenda op Algoritmes Pleio voor de komende bijeenkomsten. </p>"},{"location":"overhetalgoritmekader/CONTRIBUTING/#ik-wil-een-fout-of-bug-melden","title":"Ik wil een fout of bug melden","text":"<p>Heb je een foutje gevonden in het Algoritmekader? Dan kan je deze melden door een Issue aan te maken. </p> <p>Voordat je een Issues gaat aanmaken, kan je bekijken of jouw gevonden fout al tussen de bestaande Issues staat. </p> <p>Als je de gevonden fout nog steeds wilt melden, kan je een Issue aanmaken. </p> <ol> <li>Gebruik daarvoor de knop new issue.</li> <li>Beschrijf de fout duidelijk en geef een heldere toelichting. Voeg waar mogelijk een screenshot toe. </li> <li>Het team van het Algoritmekader zal deze issue labelen als <code>bug</code> en pakt jouw issue zo snel mogelijk op. Mogelijk neemt het team van het Algoritmekader contact op voor een verduidelijking of een oplossing.</li> </ol>"},{"location":"overhetalgoritmekader/CONTRIBUTING/#ik-wil-een-verbetering-voorstellen","title":"Ik wil een verbetering voorstellen","text":"<p>Heb je een suggestie of wil je een verbetering voorstellen? Dat kan gaan om een compleet nieuwe functionaliteit van de site of om kleine verbeteringen. Het volgen van onderstaande instructie helpt het team van het algoritmekader om je suggestie te begrijpen en gerelateerde suggesties te vinden.</p> <p>Je kan een suggestie doen door een Issue aan te maken of door een Pull Request te maken.</p>"},{"location":"overhetalgoritmekader/CONTRIBUTING/#voordat-je-een-suggestie-gaat-maken","title":"Voordat je een suggestie gaat maken","text":"<ul> <li>Voordat je een suggestie gaat maken, kan je bekijken of jouw suggestie al tussen de bestaande Issues staat. Wellicht bestaat er al een issue die jouw suggestie beschrijft, en zijn we er al mee bezig.</li> <li>Zoek uit of jouw idee past binnen het doel en de scope van het project. Wat zijn de voordelen van deze functionaliteit of toevoeging? Het is aan jou om het team van het Algoritmekader en de community te overtuigen dat dit een nuttige toevoeging is aan het Algoritmekader. Houd in gedachten dat we functioanliteiten willen die nuttig zijn voor de meerderheid van onze gebruikers en niet slechts voor een kleine groep.</li> </ul>"},{"location":"overhetalgoritmekader/CONTRIBUTING/#een-issue-aanmaken","title":"Een issue aanmaken","text":"<p>Als je jouw suggestie nog steeds wilt doen, kan je een Issue aanmaken. </p> <ol> <li>Gebruik daarvoor de knop new issue.</li> <li>Beschrijf duidelijk jouw suggestie en geef een heldere toelichting en onderbouwing waarom dit een goede toevoeging zal zijn aan het Algoritmekader</li> <li>Het team van het Algoritmekader zal deze issue labelen als <code>enhancement</code> en pakt jouw issue zo snel mogelijk op. Mogelijk neemt het team van het Algoritmekader contact op voor een verduidelijking of een oplossing.</li> </ol> <p>Afhankelijk van de complexiteit en het onderwerp van jouw suggestie kan het even duren voordat deze wordt opgepakt door het team van het Algoritmekader. </p>"},{"location":"overhetalgoritmekader/CONTRIBUTING/#een-pull-request-maken","title":"Een pull-request maken","text":"<p>Kun je niet uit de voeten met de issues?  Bijvoorbeeld omdat je verschillende wijzigingsvoorstellen wilt doen? Je kan ook gebruik maken van een Fork en een Pull Request.</p> <p>Het team van Algoritmekader bekijkt daarna jouw aanpassingen en kan bij akkoord jouw aanpassingen mergen. Er zijn ook andere manieren om een pull request te doen. Meer daarover. </p> <p>Afhankelijk van de complexiteit en het onderwerp van jouw suggestie kan het even duren voordat deze wordt opgepakt door het team van het Algoritmekader. </p>"},{"location":"overhetalgoritmekader/CONTRIBUTING/#preview-van-een-pull-request","title":"Preview van een pull-request","text":"<p>We maken gebruik van de tool pr-preview-action om automatisch previews te maken van een pull-request.  Dit maakt het mogelijk om de wijzigingen die zijn gedaan in een pull-request al te bekijken in de uiteindelijke omgeving.  Wanneer er een pull-request gedaan wordt via een fork, leidt dit helaas tot een error, zie Issue #79. Dit blokkeert de pull-request niet. </p>"},{"location":"overhetalgoritmekader/CONTRIBUTING/#hoe-we-werken-op-github","title":"Hoe we werken op Github","text":"<p>We werken met Markdown bestanden.  Dit is bestandsformaat voor platte tekstbestanden en wordt door veel verschillende tools ondersteund. Dit maakt het eenvoudig om versiebeheer op het Algoritmekader toe te passen. </p> <p>Daarnaast maken gebruik van mkdocs en material for mkdocs om de informatie op een interactieve wijze inzichtelijk te maken op de website van het Algoritmekader. </p>"},{"location":"overhetalgoritmekader/CONTRIBUTING/#wil-je-een-nieuwe-pagina-aanmaken","title":"Wil je een nieuwe pagina aanmaken?","text":"<p>In het mkdocs.yml bestand staan de settings voor deze website.  In principe hoef je hier niets aan aan te passen, maar als je een nieuwe pagina wilt aanmaken kan het nodig zijn om hier een aanpassing in te doen. Onderdeel van deze settings is namelijk de navigatie voor de site (welke pagina's zijn zichtbaar, en welke pagina's vallen daaronder). Dit staat in de nav: sectie.  Indien je een nieuwe pagina wilt toevoegen, is het vaak nodig deze wijziging ook door te voeren in het mkdocs.yml bestand.</p>"},{"location":"overhetalgoritmekader/over-het-algoritmekader/","title":"Over het Algoritmekader","text":"<p>Het Algoritmekader is een hulpmiddel voor overheden die algoritmes, waaronder AI (artifici\u00eble intelligentie), gebruiken. Hierin vind je de wetten en regels, hulpmiddelen en adviezen per situatie. De informatie in het Algoritmekader is nog niet betrouwbaar. Het is een b\u00e8taversie. De definitieve versie verschijnt eind 2024.</p>"},{"location":"overhetalgoritmekader/over-het-algoritmekader/#verantwoord-gebruik-van-algoritmes","title":"Verantwoord gebruik van algoritmes","text":"<p>In het Algoritmekader vind je informatie over verantwoord gebruik van algoritmes. Bijvoorbeeld:</p> <ul> <li>Wie is waarvoor verantwoordelijk?</li> <li>Hoe voorkom je discriminatie (bias) in een algoritme?</li> <li>Hoe verwerk je gegevens op een veilige manier?</li> <li>Hoe voorkom je mensenrechtenschendingen?</li> <li>Welke inkoopvoorwaarden spreek je af voor algoritmes van een externe partij?</li> </ul> <p>De informatie is bedoeld voor medewerkers van de rijksoverheid, provincies, gemeentes en waterschappen.</p>"},{"location":"overhetalgoritmekader/over-het-algoritmekader/#informatie-van-de-overheid","title":"Informatie van de overheid","text":"<p>Het Algoritmekader is een website van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties. Het team Data, AI en Algoritmes stelt de informatie samen, op basis van:</p> <ul> <li> <p>alle wetten en regels, zoals de AI-verordening en de Algemene wet bestuursrecht</p> </li> <li> <p>belangrijke hulpmiddelen, zoals de IAMA (Impact Assessment Mensenrechten en Algoritmes)</p> </li> <li>adviezen en ervaringen van experts, zoals wetenschappers</li> </ul>"},{"location":"overhetalgoritmekader/over-het-algoritmekader/#versies","title":"Versies","text":"<p>Algoritmekader is de nieuwe naam van het Implementatiekader 'Verantwoorde inzet van algoritmen'. Dit rapport is de eerste versie. Door het verder ontwikkelen van dit rapport ontstond de website Algoritmekader.</p> <p>Sindsdien verschijnt elke maand een nieuwe b\u00e8taversie van het Algoritmekader. Deze b\u00e8taversies zijn nog niet betrouwbaar. De informatie is onvolledig. Er kunnen fouten in staan.</p> <p>Versie 2.0 is de definitieve, betrouwbare versie van het Algoritmekader. Deze versie verschijnt eind 2024.</p>"},{"location":"overhetalgoritmekader/over-het-algoritmekader/#iedereen-mag-meedenken","title":"Iedereen mag meedenken","text":"<p>De informatie in het Algoritmekader komt open source tot stand. Dat betekent dat iedereen kan meekijken en zijn mening mag geven, of een voorstel mag doen:</p> <ul> <li>Geef je vraag of wijziging door.</li> <li>Sluit je aan bij een werkgroep.</li> <li>Doe mee aan een (online) vergadering zoals onze demo na een nieuwe release van het Algoritmekader.</li> </ul>"},{"location":"overhetalgoritmekader/over-het-algoritmekader/#nieuwsbrief","title":"Nieuwsbrief","text":"<p>Via onze maandelijkse Nieuwsbrief Algoritmes blijf je op de hoogte over de ontwikkelingen van het Algoritmekader.</p>"},{"location":"overhetalgoritmekader/soorten-algoritmes/","title":"Soorten algoritmes","text":"<p>Om te voldoen aan de vereisten, moet je weten met welk soort algoritme je werkt. Gaat het om simpele rekenregels of een AI-systeem? En wat voor impact hebben je algoritmes?</p>"},{"location":"overhetalgoritmekader/soorten-algoritmes/#wanneer-is-het-een-algoritme","title":"Wanneer is het een algoritme?","text":"<p>Met een algoritme bedoelen we een set regels en instructies die een computer uitvoert, met 1 of meer van deze doelen:</p> <ul> <li>problemen oplossen</li> <li>vragen beantwoorden</li> <li>taken of processen uitvoeren</li> <li>besluiten nemen</li> </ul>"},{"location":"overhetalgoritmekader/soorten-algoritmes/#rekenregels","title":"Rekenregels","text":"<p>Rekenregels (ook wel: regelgebaseerde algoritmes) zijn de meest eenvoudige algoritmes. Dit zijn door mensen bedachte regels die het computersysteem precies moet opvolgen: als x gebeurt, dan doe je y.</p> <p>Rekenregels:</p> <ul> <li>zijn expliciet geprogrammeerd en bedacht door mensen</li> <li>bestaan uit vaste stappen om een taak uit te voeren</li> </ul> <p>Rekenregels zijn niet kunstmatig intelligent (AI). Rekenregels kunnen wel onderdeel zijn van een AI-systeem. </p>"},{"location":"overhetalgoritmekader/soorten-algoritmes/#voorbeelden","title":"Voorbeelden","text":"<ul> <li>Eenvoudige chatbots die burgers advies geven op basis van door mensen bedachte beslisbomen.</li> <li>Ondersteuning berekening uitkering dat adviseert over uitkeringen, op basis van door mensen bedachte beslisbomen. </li> <li>Prestatiemonitor dat risicoscores berekent van scholen, op basis van door mensen bedachte regels.</li> </ul>"},{"location":"overhetalgoritmekader/soorten-algoritmes/#zelflerende-algoritmes","title":"Zelflerende algoritmes","text":"<p>Zelflerende algoritmes zijn algoritmes die zichzelf trainen. Dit proces heet machinelearning. Hierdoor worden computers intelligent zonder dat mensen dit precies zo programmeren. Dit is een veel voorkomende vorm van AI. </p> <p>Zelflerende technieken zijn in elk geval:</p> <ul> <li>Supervised learning (gecontroleerd leren): Je algoritme leert van gegevens die je labelt met informatie. Je biedt bijvoorbeeld foto\u2019s aan met de labels: dit is wel een kat, dit is geen kat. Voorbeeld: Virtuele assistent Gem.</li> <li>Unsupervised learning (ongecontroleerd leren): Je laat het algoritme zelf patronen en structuren ontdekken in ongestructureerde gegevens zonder labels. Je biedt bijvoorbeeld foto\u2019s aan van dieren die het algoritme zelf moet groeperen. Voorbeeld: Polis voor participatieplatformen.</li> <li>Reinforcement learning (bekrachtiginsleren): Het algoritme leert door straf en beloning. Het doel is zo hoog mogelijk scoren in zo min mogelijk tijd. Je geeft bijvoorbeeld punten als het algoritme foto\u2019s sorteert die op katten lijken. Voorbeeld: I-VRI voor verkeerslichten.</li> <li>Deep learning: Supervised, unsupervised of reinforcement learning gecombineerd met diepe neurale netwerken. Dit zijn kunstmatige neurale netwerken met veel verschillende lagen. Hierdoor kun je nog ingewikkeldere problemen oplossen. Voorbeeld: Geautomatiseerde gezichtsvergelijking bij het RNI-inschrijfproces.</li> </ul>"},{"location":"overhetalgoritmekader/soorten-algoritmes/#ai-systeem","title":"AI-systeem","text":"<p>Met een AI-systeem bedoelen we een systeem dat kunstmatig intelligent is volgens de Europese AI-verordening. Dit zijn in elk geval systemen die gebruik maken van:</p> <ul> <li>supervised learning</li> <li>unsupervised learning</li> <li>reinforcement learning</li> <li>deep learning</li> </ul> <p>Tip</p> <p>Twijfel je of je algoritme onderdeel is van een AI-systeem? Raadpleeg een expert. Of beschouw het systeem voor de zekerheid als een AI-systeem.</p>"},{"location":"overhetalgoritmekader/soorten-algoritmes/#risicogroepen-ai-systemen","title":"Risicogroepen AI-systemen","text":"<p>AI-systemen vallen mogelijk onder een van de risicogroepen uit de AI-verordening:</p> <ul> <li>Risico op misleiding</li> <li>Hoog-risico-AI-systemen</li> <li>Verboden AI-systemen</li> </ul> <p>Het hangt ervan af waarvoor je dit AI-systeem gebruikt.</p>"},{"location":"overhetalgoritmekader/soorten-algoritmes/#impact-van-algoritmes","title":"Impact van algoritmes","text":"<p>Impactvolle algoritmes moet je publiceren in het Algoritmeregister. Dat moet in elk geval in deze situaties:</p> <ul> <li>Je algoritme is onderdeel van een hoog-risico-AI-systeem. </li> <li>Je algoritme heeft invloed op een proces met rechtsgevolgen voor burgers of organisaties. Bijvoorbeeld het wel of niet krijgen van boetes of subsidies.</li> <li>Je algoritme heeft invloed op de manier waarop de overheid burgers of organisaties indeelt, of contact met hen zoekt. Bijvoorbeeld bij het inschatten van risico\u2019s of het signaleren van fraude.</li> <li>Je overheidsorganisatie vindt zelf dat het algoritme impact heeft op de maatschappij. Bijvoorbeeld omdat het algoritme ingewikkeld is, veel data gebruikt, vaak in de media komt of onderzocht wordt door een toezichthouder.</li> </ul> <p>Een impactvol algoritme kan schade veroorzaken aan de maatschappij. Daarom zijn de regels strenger voor impactvolle dan voor niet-impactvolle algoritmes. </p> <p>Tip</p> <p>Twijfel je of je algoritme impactvol is of niet? Beschouw het algoritme dan als impactvol.</p> <p>Meer uitleg en voorbeelden vind je in de Handreiking Algoritmeregister.</p>"},{"location":"rollen/","title":"Rollen","text":"<ul> <li> <p>Beleid en advies</p> <p>Dit is degene die gaat over wat wenselijk is en adviseert bij de ontwikkeling en/of inzet van een algoritme. Hierbij horen rollen zoals de beleidsmedewerker, ethicus, CIO-adviseur, architect.</p> </li> <li> <p>Jurist</p> <p>Hier komt een tekstje.</p> </li> <li> <p>Ontwikkelaar</p> <p>De Ontwikkelaar omvat alle technische expertise.</p> </li> <li> <p>Projectleider</p> <p>De projectleider richt zich op het co\u00f6rdineren en aansturen van alle betrokken partijen en processen bij de ontwikkeling van algoritmes.</p> </li> </ul>"},{"location":"rollen/beleid-en-advies/","title":"Beleid en advies","text":"<p>Dit is degene die gaat over wat wenselijk is en adviseert bij de ontwikkeling en/of inzet van een algoritme. Hierbij horen rollen zoals de beleidsmedewerker, ethicus, CIO-adviseur, architect.</p>"},{"location":"rollen/jurist/","title":"Jurist","text":"<p>(Hier komt nog tekst).</p>"},{"location":"rollen/ontwikkelaar/","title":"Ontwikkelaar","text":"<p>De Ontwikkelaar omvat alle technische expertise. Dit zijn professionals die zich bezighouden met het analyseren, ontwikkelen, en implementeren van algoritmes en modellen. Dit zijn de specialisten die zorgen voor de technische kant van de algoritmeontwikkeling, inclusief programmeren, opschonen van data, data-analyse en het ontwerpen van informatieprocessen.</p>"},{"location":"rollen/ontwikkelaar/#relevantie","title":"Relevantie","text":"<p>Mensen met technische expertise spelen een cruciale rol bij het verantwoord ontwerpen en ontwikkelen van algoritmes. Zij zorgen ervoor dat algoritmes voldoen aan technische en ethische standaarden, en passen methodes toe om de duurzaamheid, eerlijkheid en transparantie van modellen te waarborgen. Technische experts zijn vaak ook verantwoordelijk voor het testen en optimaliseren van de algoritmes, en voor het implementeren van maatregelen om privacy en gegevensbescherming te waarborgen. In het Algoritmekader zijn er tal van vereisten, maatregelen en hulpmiddelen die specifiek relevant zijn voor technische experts.</p>"},{"location":"rollen/ontwikkelaar/#bijbehorende-functies","title":"Bijbehorende functies","text":"<ul> <li>Data-analist</li> <li>Data-scientist</li> <li>Data-engineer</li> <li>Developer</li> <li>Informatieanalist</li> <li>Softwareontwikkelaar</li> </ul>"},{"location":"rollen/projectleider/","title":"Projectleider","text":"<p>De projectleider richt zich op het co\u00f6rdineren en aansturen van alle betrokken partijen en processen bij de ontwikkeling van algoritmes. Projectleiders zorgen ervoor dat projecten door de verschillende fasen van de levenscyclus van algoritmes worden geleid, van probleemanalyse tot monitoring &amp; beheer, of zelfs uitfasering.</p>"},{"location":"rollen/projectleider/#relevantie","title":"Relevantie","text":"<p>Projectmanagement binnen het Algoritmekader betekent het verbinden van benodigde expertises en het waarborgen dat alle stappen van het ontwikkelproces verantwoord en volgens de gestelde kaders worden uitgevoerd. Projectmanagers maken afspraken over de te navolgen vereisten en stellen prioriteiten in uit te voeren maatregelen. Zij houden contact met opdrachtgevers en verantwoordelijken om te zorgen dat de projectdoelen worden behaald en risico\u2019s worden gemitigeerd. Zij spelen een hoofdrol bij het realiseren van een verantwoorde en effectieve inzet van algoritmes binnen een organisatie.</p>"},{"location":"rollen/projectleider/#bijbehorende-functies","title":"Bijbehorende functies","text":"<ul> <li>Projectleider</li> <li>Product owner</li> <li>Proceseigenaar</li> <li>IT-projectmanager</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/","title":"Voldoen aan wetten en regels","text":"<ul> <li> <p>Vereisten voor de overheid</p> <p>Overzicht van de belangrijkste vereisten voor overheden die algoritmes of AI-systemen ontwikkelen of gebruiken.</p> </li> <li> <p>Aanbevolen maatregelen</p> <p>Maatregelen waarmee je kunt voldoen aan de vereisten voor overheden. Deze maatregelen zijn niet verplicht.</p> </li> <li> <p>Aanbevolen hulpmiddelen</p> <p>Hulpmiddelen waarmee je kunt voldoen aan de vereisten voor overheden. Deze hulpmiddelen zijn niet verplicht.</p> </li> <li> <p>AI-verordening in het kort</p> <p>De Europese regels voor het verantwoord ontwikkelen en gebruiken van AI. Inclusief tijdlijn.</p> </li> <li> <p>Beslishulp AI-verordening</p> <p>Geldt de AI-verordening geldt voor jouw AI-product? En aan welke vereisten moet je dan voldoen?</p> </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/ai-verordening/","title":"AI-verordening in het kort","text":"<p>In de AI-verordening staan de Europese regels voor het verantwoord ontwikkelen en gebruiken van AI. Ongewenste AI is verboden vanaf 2 februari 2025. Andere AI-systemen moeten vanaf 2026 of v\u00f3\u00f3r 2030 voldoen aan bepaalde vereisten.</p> <p>Verordening (EU) 2024/1689 (AI-verordening)</p>"},{"location":"voldoen-aan-wetten-en-regels/ai-verordening/#over-de-ai-verordening","title":"Over de AI-verordening","text":"<p>De AI-verordening is de eerste uitgebreide wet over artifici\u00eble intelligentie (AI) ter wereld. De regels gelden voor alle Europese lidstaten. </p> <p>De AI-verordening trad in werking op 1 augustus 2024 en gaat stap voor stap gelden. De eerste regels gaan in op 2 februari 2025. Vanaf 2 augustus 2025 geldt de volgende set regels. Op 2 augustus 2027 gaan de laatste regels in. Dan is de hele AI-verordening van kracht.</p>"},{"location":"voldoen-aan-wetten-en-regels/ai-verordening/#europese-regels-voor-het-ontwikkelen-en-gebruiken-van-ai","title":"Europese regels voor het ontwikkelen en gebruiken van AI","text":"<p>De AI-verordening geldt in deze 3 situaties samen:</p> <ul> <li>Je ontwikkelt of gebruikt AI.</li> <li>Dit doe je namens een overheid, bedrijf of andere organisatie.</li> <li>Je organisatie is gevestigd in een EU-land.</li> </ul> <p>Het maakt niet uit waar je AI-producten ontwikkelt. Ontwikkel je buiten de EU, maar is je organisatie gevestigd in een EU-land? Dan geldt de EU-verordening.  </p>"},{"location":"voldoen-aan-wetten-en-regels/ai-verordening/#verantwoord-gebruik-van-ai","title":"Verantwoord gebruik van AI","text":"<p>Het doel van de AI-verordening is om verantwoord gebruik van AI te stimuleren in de hele EU. Daarom gelden in alle EU-landen dezelfde regels voor het:</p> <ul> <li>Verkleinen van risico\u2019s voor de gezondheid, veiligheid en grondrechten van mensen</li> <li>Beschermen van de democratie, de rechtsstaat en het milieu</li> </ul> <p>Het gaat dan om nieuwe risico\u2019s, zoals misleiding en discriminatie door AI-systemen. Bestaande regels zoals de Algemene verordening gegevensbescherming (AVG) en de Algemene wet bestuursrecht (Awb) beschermen voor een deel tegen de risico\u2019s van AI. De AI-verordening vult deze regels aan.</p>"},{"location":"voldoen-aan-wetten-en-regels/ai-verordening/#definitie-van-een-ai-systeem","title":"Definitie van een AI-systeem","text":"<p>De AI-verordening geldt voor AI-systemen. Volgens de verordening is dit: </p> <p>'(\u2026) een op een machine gebaseerd systeem dat is ontworpen om met verschillende niveaus van autonomie te werken en dat na de uitrol aanpassingsvermogen kan vertonen, en dat, voor expliciete of impliciete doelstellingen, uit de ontvangen input afleidt hoe output te genereren zoals voorspellingen, inhoud, aanbevelingen of beslissingen.'</p> <p>Hieronder vallen systemen die kunstmatig intelligent zijn door zelflerende technieken zoals:</p> <ul> <li>supervised learning</li> <li>unsupervised learning</li> <li>reinforcement learning (bekrachtiginsleren)</li> <li>deep learning</li> </ul> <p>Onder AI-systemen vallen ook systemen die gebruik maken van op logica en kennis gebaseerde benaderingen (knowledge and logic-based approaches) die leren, redeneren of modelleren mogelijk maken.</p> <p>Symbolische AI is meestal ook een AI-systeem. </p>"},{"location":"voldoen-aan-wetten-en-regels/ai-verordening/#uitzondering","title":"Uitzondering","text":"<p>Onder AI-systemen vallen geen systemen die gebaseerd zijn op door mensen gemaakte regels om automatisch handelingen uit te voeren.</p>"},{"location":"voldoen-aan-wetten-en-regels/ai-verordening/#risicogroepen","title":"Risicogroepen","text":"<p>De AI-verordening deelt AI op in risicogroepen. Hoe groter het risico van AI voor de samenleving, hoe strenger de regels uit de AI-verordening. Het hangt ervan af waarvoor je dit AI-systeem gebruikt.</p>"},{"location":"voldoen-aan-wetten-en-regels/ai-verordening/#risico-op-misleiding","title":"Risico op misleiding","text":"<p>Dit zijn AI-systemen die je gebruikt voor:</p> <ul> <li>interactie met mensen, zoals AI-chatbots</li> <li>genereren van content, zoals afbeeldingen laten maken door Dall-E en of audio en tekst</li> </ul> <p>Over deze systemen moet je transparant zijn. Gebruikers mogen niet denken dat zij te maken hebben met echte mensen of originele content.</p> <p>Zie AI-verordening, hoofdstuk IV.</p>"},{"location":"voldoen-aan-wetten-en-regels/ai-verordening/#hoog-risico-ai-systemen","title":"Hoog-risico-AI-systemen","text":"<p>Dit zijn AI-systemen die je gebruikt als veiligheidsonderdeel van bepaalde producten of AI-systemen die je gebruikt voor bepaalde diensten of processen.</p> <p>'Gebruiken als veiligheidsonderdeel' betekent dat je AI-systeem een belangrijke rol speelt in de veiligheid van een product. En dit product valt onder de harmonisatiewetgeving van de EU, zoals:</p> <ul> <li>machines</li> <li>speelgoed</li> <li>liften</li> <li>uitrusting en beveiligingssystemen voor plaatsen met ontploffingsgevaar</li> <li>radioapparatuur</li> <li>drukapparatuur</li> <li>pleziervaartuigen</li> <li>kabelbaaninstallaties</li> <li>gastoestellen</li> <li>medische hulpmiddelen</li> <li>hulpmiddelen voor het testen van menselijk materiaal (in-vitrodiagnostiek)</li> <li>auto-industrie</li> <li>luchtvaartindustrie</li> </ul> <p>Zie AI-verordening, bijlage I.</p> <p>'Gebruik voor bepaalde diensten of processen' zijn:</p> <ul> <li>Biometrie, zoals het herkennen of indelen van mensen op basis van hun vingerafdruk, gezicht of andere lichamelijke kenmerken.</li> <li>Kritieke infrastructuur, zoals het veilig houden van digitale netwerken en verkeersnetwerken en het leveren van elektriciteit, water, gas en warmte.</li> <li>Onderwijs en beroepsopleiding, zoals het bepalen welke studenten je toelaat en het beoordelen van hun prestaties of gedrag.</li> <li>Werkgelegenheid, personeelsbeheer en toegang tot zelfstandige arbeid, zoals het werven en selecteren van mensen, besluiten nemen die invloed hebben op hun contract en het beoordelen van hun prestaties of gedrag.</li> <li>Essenti\u00eble particuliere en openbare diensten, zoals bepalen wie recht heeft op uitkeringen, gezondheidszorg en andere belangrijke diensten en wie noodhulp krijgt van politie, brandweer en ambulance, het beoordelen van iemands financi\u00eble situatie, fraude opsporen en het bepalen van risico\u2019s en prijzen voor levensverzekeringen en ziektekostenverzekeringen.</li> <li>Rechtshandhaving, zoals iemands kans inschatten om slachtoffer of dader te worden, het gebruik van een leugendetector, het beoordelen van bewijsmateriaal en het opsporen van verdachten.</li> <li>Migratie, asiel en grenzen, zoals inschatten wat de kans is dat iemand gevaarlijk of illegaal is, het behandelen van aanvragen en klachten en het herkennen of opsporen van mensen.</li> <li>Rechtsbedeling en democratische processen, zoals het uitleggen van de wet aan een rechtbank, gerechtshof of de Hoge Raad, advies geven bij een geschil of het be\u00efnvloeden van de uitslag van een verkiezing.</li> </ul> <p>Zie AI-verordening, bijlage III.</p>"},{"location":"voldoen-aan-wetten-en-regels/ai-verordening/#verboden-ai-systemen","title":"Verboden AI-systemen","text":"<p>Dit zijn AI-systemen die:</p> <ul> <li>misleiden</li> <li>misbruik maken van kwetsbaarheden of gevoelige situaties, zoals het overhalen van mensen met schulden om iets te kopen</li> <li>sociale scores bijhouden voor gedrag van mensen en hen hiervoor straffen</li> <li>beoordelen hoe groot het risico is dat iemand een strafbaar feit pleegt</li> <li>afbeeldingen van gezichten \u2018scrapen\u2019 (verzamelen) via internet of bewakingscamera\u2019s en deze opslaan in een databank</li> <li>emoties herkennen van mensen op hun werkplek of op school</li> <li>biometrisch categoriseren: mensen indelen in gevoelige categorie\u00ebn zoals ras en geloof, op basis van lichamelijke kenmerken zoals huidskleur</li> <li>biometrisch identificeren op afstand voor rechtshandhaving, zoals gezichten herkennen via camera\u2019s op een openbaar plein (hiervoor gelden uitzonderingen in ernstige situaties zoals ontvoeringen en terrorisme)</li> </ul> <p>Zie AI-verordening, artikel 5.</p>"},{"location":"voldoen-aan-wetten-en-regels/ai-verordening/#2-februari-2025-stoppen-met-verboden-ai","title":"2 februari 2025: stoppen met verboden AI","text":"<p>Organisaties die verboden AI ontwikkelen of gebruiken, moeten deze producten v\u00f3\u00f3r 2 februari 2025 uitfaseren.</p>"},{"location":"voldoen-aan-wetten-en-regels/ai-verordening/#2-augustus-2026-ai-ontwikkelen-volgens-vereisten","title":"2 augustus 2026: AI ontwikkelen volgens vereisten","text":"<p>Organisaties die AI-systemen ontwikkelen, moeten ervoor zorgen dat deze producten v\u00f3\u00f3r 2026 voldoen aan bepaalde vereisten, zoals:</p> <ul> <li>Personen die toezicht houden op het systeem beschikken over de juiste kennis, kunde en autoriteit.</li> <li>Inputdata is voldoende relevant en representatief, voor zover dat mogelijk is.</li> <li>Als een gebruiksverantwoordelijke aanneemt dat het systeem niet meer voldoet aan de eisen uit de AI-verordening, stelt deze de aanbieder op de hoogte en onderbreekt het gebruik.</li> <li>Organisaties die beslissingen nemen over mensen met behulp van een hoog-risico-AI-systeem, informeren deze mensen hierover.</li> <li>Organisaties die AI gebruiken voor emotieherkenning of biometrische categorisatie van mensen, informeren deze mensen hierover. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/ai-verordening/#toezicht","title":"Toezicht","text":"<ul> <li>Nationale toezichthouders: controleren organisaties en kunnen straffen opleggen zoals een product uit de handel nemen</li> <li>AI-board: Europese raad voor artifici\u00eble intelligentie (nog in oprichting)</li> <li>AI-bureau: stelt richtlijnen op voor de AI-board</li> <li>Wetenschappelijk panel: advies van wetenschappers</li> <li>Adviesforum: advies van belanghebbenden</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/ai-verordening/#beslishulp-ai-verordening","title":"Beslishulp AI-verordening","text":"<p>Met de beslishulp AI-verordening bepaal je snel en gemakkelijk of jouw AI-product onder de AI-verordening valt. En wat je dan moet doen.</p>"},{"location":"voldoen-aan-wetten-en-regels/ai-verordening/#help-ons-deze-pagina-te-verbeteren","title":"Help ons deze pagina te verbeteren","text":"<p>Deel je idee, suggestie of opmerking via GitHub of mail ons via algoritmes@minbzk.nl.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/","title":"Hulpmiddelen","text":"<p>Overzicht van aanbevolen hulpmiddelen voor het verantwoord ontwikkelen, gebruiken, beoordelen en monitoren van algoritmes en AI-systemen.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/#richtlijnen-en-andere-hulpmiddelen","title":"Richtlijnen en andere hulpmiddelen","text":"<p>Met hulpmiddelen bedoelen we hulpmiddelen voor verantwoord en effectief gebruik van algoritmes en AI-systemen, zoals:</p> <ul> <li>richtlijnen</li> <li>standaarden</li> <li>leidraden</li> <li>handboeken</li> </ul> <p>Deze hulpmiddelen helpen je bij het op een rij zetten, beoordelen en verbeteren van de kenmerken, prestaties, effecten en risico\u2019s van algoritmes en AI.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/#hoe-we-hulpmiddelen-selecteren","title":"Hoe we hulpmiddelen selecteren","text":"<p>Hulpmiddelen die we aanbevelen, zijn:</p> <ul> <li>relatief bekend onder ambtenaren</li> <li>in gebruik door overheid, wetenschap of industrie </li> <li>positief beoordeeld door gebruikers</li> <li>geschikt voor algoritmes of AI-systemen van overheden</li> </ul> <p>Staat een instrument niet in onze selectie, dan kan het nog steeds een goed instrument zijn voor jouw organisatie. Er zijn dus meer hulpmiddelen mogelijk. We maken een selectie om 2 redenen:</p> <ul> <li>Een selectie is duidelijker. Als we alle hulpmiddelen aanbieden, is het voor gebruikers moeilijker te bepalen welk instrument of welke combinatie het meest geschikt is. Daarvoor lijken de hulpmiddelen te veel op elkaar.</li> <li>Een selectie kunnen we controleren op kwaliteit. We kunnen niet alle hulpmiddelen controleren.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/#sommige-hulpmiddelen-zijn-verplicht","title":"Sommige hulpmiddelen zijn verplicht","text":"<p>Als een instrument verplicht is, staat dit er duidelijk bij. Een verplicht hulpmiddel is bijvoorbeeld de Data protection impact assessment (DPIA).</p> <p>De meeste hulpmiddelen zijn niet verplicht. Bepaal zelf of je er gebruik van maakt. </p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/#overzicht-hulpmiddelen","title":"Overzicht hulpmiddelen","text":"HulpmiddelenAssessment List for Trustworthy Artificial Intelligence (ALTAI)Baseline Informatiebeveiliging Overheid (BIO)De Ethische Data AssistentData Protection Impact AssessmentImpact Assessment Mensenrechten en AlgoritmesAlgoritmeregisterThe Fairness HandbookFramework for Meaningful EngagementHandreiking non-discriminatie by designInkoopvoorwaardenDiscriminatie door risicoprofielen - Een mensenrechtelijk toetsingskaderOnderzoekskader algoritmes Auditdienst Rijk 2023Toetsingskader Algoritmes Algemene Rekenkamer"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/#help-ons-deze-pagina-te-verbeteren","title":"Help ons deze pagina te verbeteren","text":"<p>Deel je idee, suggestie of opmerking via GitHub of mail ons via algoritmes@minbzk.nl.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/ALTAI/","title":"Assessment List for Trustworthy Artificial Intelligence (ALTAI)","text":"<p>OntwerpOntwikkelenJuristOntwikkelaarProjectleiderBeleid en adviesPrivacy en gegevensbeschermingDuurzaamheidFundamentele rechtenTechnische robuustheid en veiligheidTransparantieMenselijke controleData</p> <p>Direct naar de ALTAI</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/ALTAI/#hulpmiddel","title":"Hulpmiddel","text":"<p>In 2019 publiceerde de High-Level Expert Group on Artificial Intelligence (AI HLEG), opgericht door de Europese Commissie, de Ethics Guidelines for Trustworthy Artificial Intelligence. De ALTAI is een hulpmiddel dat ontwikkelaars en organisaties helpt hun AI-systemen te beoordelen, gebaseerd op deze Ethics Guidelines for Trustworthy Artificial Intelligence. Het helpt te bepalen of het AI-systeem dat wordt ontwikkeld, ingezet, aangeschaft of gebruikt, voldoet aan zeven vereisten van betrouwbare AI:</p> <ul> <li>Menselijke tussenkomst en toezicht;</li> <li>Technische robuustheid en veiligheid;</li> <li>Privacy en gegevensbeheer;</li> <li>Transparantie;</li> <li>Diversiteit, non-discriminatie en eerlijkheid;</li> <li>Maatschappelijk en ecologisch welzijn;</li> <li>Verantwoordelijkheid</li> </ul> <p>De ALTAI is bedoeld voor zelfevaluatie. Het hulpmiddel is verankerd in de bescherming van de fundamentele rechten van mensen, de term die in de Europese Unie wordt gebruikt om te verwijzen naar de mensenrechten die zijn vastgelegd in de EU-verdragen, het Handvest van de Grondrechten, en het internationale mensenrechtenrecht. </p> <p>De ALTAI is bedoeld voor flexibele inzet: organisaties kunnen gebruikmaken van de relevante onderdelen van dit hulpmiddel voor een specifiek AI-systeem of er elementen aan toevoegen die zij passend achten, rekening houdend met de sector waarin zij opereren. Het helpt organisaties te begrijpen wat betrouwbare AI inhoudt, in het bijzonder welke risico's een AI-systeem zou kunnen meebrengen en hoe deze risico's kunnen worden geminimaliseerd terwijl de kansen van AI worden gemaximaliseerd. Organisaties halen het meeste waarde uit de ALTAI door de gestelde vragen uitgebreid te beantwoorden, die zijn bedoeld om zorgvuldige reflectie te stimuleren en passende vervolgacties aan te formuleren, en een organisatiecultuur te bevorderen die zich inzet voor de ontwikkeling van betrouwbare AI-systemen. Het vergroot het bewustzijn van de mogelijke impact van AI op de samenleving, het milieu, consumenten, werknemers en burgers (in het bijzonder kinderen en mensen die tot gemarginaliseerde groepen behoren). </p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/ALTAI/#relevantie","title":"Relevantie","text":"<p>De ALTAI biedt houvast bij het evalueren van in hoeverre een betreffend AI-systeem voldoet aan de zeven vereisten van betrouwbare AI, zoals geformuleerd door de EU. Deze zeven vereisten en de ALTAI hebben samen de basis gevormd voor de AI-verordening. </p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/ALTAI/#auteur","title":"Auteur","text":"<p>De ALTAI is ontwikkeld door de High-Level Expert Group on Artificial Intelligence van de Europese Commissie. </p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/ALTAI/#bijbehorende-maatregelen","title":"Bijbehorende maatregelen","text":"Maatregelpba-03 - Beschrijf waarom een algoritme het probleem moet oplossenowp-06 - Inventariseer welke grondrechten het algoritme kan schenden en maak een belangenafwegingimp-03 - Richt de juiste menselijke controle in van het algoritme6-imp-06-proces-privacyrechtenmon-02 - Beveilig de softwarepba-05 - Beschrijf de wettelijke grondslag voor de inzet van het algoritmeowp-03 - Beschrijf voor welk doel het algoritme persoonsgegevens gebruikt en waarom dit mag3-dat-03-persoonsgegevens-beschrijvendat-04 - Geef data zoals persoonsgegevens een bewaartermijn met een vernietigingsprocedureowp-07 - Maak een lijst van de meest kwetsbare groepen en bescherm hen extraimp-04 - Publiceer impactvolle algoritmes en hoog-risico-AI-systemen in het Algoritmeregisterver-01 - Toets het algoritme op biasver-01 - Controleer regelmatig of het algoritme werkt zoals het bedoeld isowk-03 - Analyseer de privacy-risico\u2019s en neem maatregelen om deze risico\u2019s laag te houdenowk-01 - Ontwerp en ontwikkel het algoritme volgens de principes van \u2018security by design\u2019"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/BIO/","title":"Baseline Informatiebeveiliging Overheid (BIO)","text":"<p>OntwerpImplementatieMonitoring en beheerJuristOntwikkelaarProjectleiderTechnische robuustheid en veiligheid</p> <p>Direct naar de BIO</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/BIO/#hulpmiddel","title":"Hulpmiddel","text":"<p>De BIO is het basisnormenkader voor informatiebeveiliging voor alle overheidslagen, waardoor een gezamenlijke norm voor informatiebeveiliging is ontstaan. Het gebruik van 1 normenkader voor de gehele overheid biedt een aantal voordelen:</p> <ul> <li>Het versterken van de informatieveiligheid door betere afstemming binnen ketens van overheden en andere partijen;</li> <li>Administratieve lastenverlichting bij overheid en bedrijven, zowel afnemers als leveranciers, door uniforme beveiligingsnormen bij de overheid;</li> <li>Aansluiting bij internationale regelgeving en standaarden;</li> <li>Vermindering van onderhoudskosten.</li> </ul> <p>Op dit moment wordt er gewerkt aan de BIO2.0. Omdat de BIO2.0 pas eind 2024 van kracht zal worden, is op 1 juni 2023 de handreiking BIO2.0-opmaat opgeleverd. In deze handreiking is de indeling van de controls, doelstellingen en overheidsmaatregelen in deel 2 van de BIO in lijn gebracht met de 2022-versie van de ISO-27002. Naast tekstuele wijzigingen, zijn ook een aantal overheidsmaatregelen geactualiseerd, vanwege nieuwe dreigingen, zoals ransomware. Naast de verhoging van de feitelijke veiligheid, wordt ook geanticipeerd op aanpassingen die in de BIO2.0 zullen worden doorgevoerd. Overheidsorganisaties doen er goed aan deze actualisatie in hun beveiliging door te voeren.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/BIO/#relevantie","title":"Relevantie","text":"<p>Iedere overheidsorganisatie is verplicht de BIO in te voeren. De BIO is in december 2018 vastgesteld door de ministerraad voor de Rijksoverheid. Daarvoor was door de gemeenten, waterschappen en provincie reeds besloten tot invoering van de BIO. De overheidslagen zijn per 1 januari 2019 gestart met de implementatie van de BIO. Iedere overheidslaag heeft daarvoor zelf een implementatiepad opgesteld. De minister van BZK heeft bepaald dat in het digitale verkeer met het Rijk de BIO wordt gehanteerd.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/BIO/#auteur","title":"Auteur","text":"<p>De interbestuurlijke werkgroep-BIO draagt zorg voor het onderhoud op de BIO. Onder het voorzitterschap van BZK zijn in de werkgroep de 4 overheidskoepels vertegenwoordigd: CIO Rijk, Vereniging Nederlandse Gemeenten, InterProvinciaal Overleg en Unie van Waterschappen. Verder bestaat de werkgroep uit een aantal grote uitvoeringsorganisaties, het Forum Standaardisatie, het Nationaal Cybersecurity Centrum en het Centrum voor Informatiebeveiliging &amp; Privacybescherming. Besluitvorming over de BIO vindt plaats in het kern-IBO, waarin onder voorzitterschap van BZK vertegenwoordigers van de 4 overheidskoepels zitting hebben.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/BIO/#bijbehorende-maatregelen","title":"Bijbehorende maatregelen","text":"MaatregelNone"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/DEDA/","title":"De Ethische Data Assistent","text":"<p>ProbleemanalyseOntwerpBeleid en adviesJuristOntwikkelaarProjectleiderDataFundamentele rechten</p> <p>Direct naar DEDA</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/DEDA/#hulpmiddel","title":"Hulpmiddel","text":"<p>DEDA is ontwikkeld door de Data School van de Universiteit Utrecht en bestaat uit een toolkit die helpt bij het in kaart brengen van ethische kwesties bij dataprojecten, bij het documenteren van het beraadslagingsproces en bij de bevordering van de verantwoording aan de diverse stakeholders en het publiek.</p> <p>DEDA bestaat uit een poster voor brainstormsessies, een interactieve vragenlijst en een handleiding. Alle tools zijn gepubliceerd door de Data School van de Universiteit Utrecht.</p> <p>DEDA bevordert verantwoordingsplicht, onderwijst gebruikers, communiceert problemen en ondersteunt projectmanagement.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/DEDA/#relevantie","title":"Relevantie","text":"<p>DEDA is een belangrijk hulpmiddel omdat het helpt bij de vroege identificatie en bespreking van ethische kwesties in dataprojecten. Net als de IAMA, biedt DEDA een gestructureerde aanpak om de implicaties van datagebruik en algoritmische besluitvorming te beoordelen. Het ondersteunt overheden bij het naleven van het zorgvuldigheidsbeginsel en maakt ethische afwegingen inzichtelijk als onderdeel van de besluitvorming. Door een interactieve vragenlijst en documentatie bevordert DEDA verantwoordingsplicht en transparantie.</p> <p>DEDA stimuleert interdisciplinaire samenwerking en helpt beleidsmakers, juristen en ontwikkelaars de ethische dimensies van data-analyse beter te begrijpen. Dit draagt bij aan zorgvuldige en rechtvaardige datagedreven oplossingen binnen de publieke sector. DEDA draagt bij aan transparantie en uitlegbaarheid van datagebruik, essentieel voor publiek vertrouwen.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/DEDA/#auteur","title":"Auteur","text":"<p>DEDA is ontwikkeld door de Data School van de Universiteit Utrecht. DEDA is in nauwe samenwerking met data-analisten ontwikkeld. Inmiddels is DEDA een wijdverspreid instrument, waar de Utrecht Data School ook trainingen en begeleiding bij geeft. Via deze link is meer informatie te vinden. </p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/DEDA/#bijbehorende-maatregelen","title":"Bijbehorende maatregelen","text":"Maatregelpba-03 - Beschrijf waarom een algoritme het probleem moet oplossen2-owp-02-gebruikte-data"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/DPIA/","title":"Data Protection Impact Assessment","text":"<p>ProbleemanalyseOntwerpDataverkenning en datapreparatieBeleid en adviesJuristProjectleiderPrivacy en gegevensbescherming</p> <p>Direct naar de DPIA</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/DPIA/#hulpmiddel","title":"Hulpmiddel","text":"<p>Is je organisatie van plan persoonsgegevens te verwerken, maar levert dat waarschijnlijk een hoog privacyrisico op?  Dan is je organisatie verplicht eerst een 'data protection impact assessment' (DPIA) uit te voeren.  Als organisatie moet je zelf bepalen of de gegevensverwerking een hoog privacyrisico oplevert.  En je dus een DPIA moet uitvoeren.  De volgende criteria kunnen hierbij helpen:</p> <ul> <li>Wat er in de Algemene verordening gegevensbescherming (AVG) staat over wanneer je een DPIA moet uitvoeren.</li> <li>De lijst van de Autoriteit Persoonsgegevens (AP) met soorten verwerkingen waarvoor je een DPIA moet uitvoeren.</li> <li>De 9 criteria voor een DPIA van de Europese privacytoezichthouders.</li> </ul> <p>De AVG geeft aan dat je in ieder geval een DPIA moet uitvoeren als je als organisatie:</p> <ul> <li>Systematisch en uitgebreid persoonlijke aspecten van mensen beoordeelt en dit gebeurt op basis van geautomatiseerde verwerking van persoonsgegevens, waaronder profiling. En hierop besluiten baseert die gevolgen hebben voor mensen. Bijvoorbeeld dat zij geen lening kunnen afsluiten. Een voorbeeld hiervan is creditscoring.</li> <li>Op grote schaal bijzondere persoonsgegevens verwerkt.</li> <li>Strafrechtelijke gegevens verwerkt.</li> <li>Op grote schaal en systematisch mensen volgt in een publiek toegankelijk gebied. Bijvoorbeeld met cameratoezicht.</li> </ul> <p>Een DPIA moet in een vroeg stadium van de beleids- of projectontwikkeling worden uitgevoerd.  Op dat moment kan namelijk nog zonder vooroordelen worden nagedacht over de gevolgen en kan het voorstel nog makkelijker worden herzien.  Dit voorkomt ook latere, kostbare aanpassingen in processen, herontwerp van systemen of zelfs stopzetten van een project.  Behalve aan het begin van een project kan een DPIA ook op andere momenten en meermaals worden uitgevoerd en geactualiseerd.  Als het voorstel wijzigt, wordt een DPIA opnieuw uitgevoerd.  Als de gegevensverwerkingen of de gevolgen ervan veranderen, moet de DPIA worden geactualiseerd.  Volgens de European Data Protection Board (EDPB) moet een DPIA iedere drie jaar worden ge\u00ebvalueerd.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/DPIA/#relevantie","title":"Relevantie","text":"<p>Een organisatie is bij wet verplicht een DPIA uit te voeren wanneer de verwerking van persoonsgegevens een hoog privacyrisico oplevert. Wanneer hier sprake van is binnen jouw organisatie, dan is de DPIA per definitie relevant voor jou. </p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/DPIA/#auteur","title":"Auteur","text":"<p>De DPIA is ontwikkeld door de Europese Unie in het kader van de AVG. </p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/DPIA/#bijbehorende-maatregelen","title":"Bijbehorende maatregelen","text":"Maatregelowk-03 - Analyseer de privacy-risico\u2019s en neem maatregelen om deze risico\u2019s laag te houden"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/IAMA/","title":"Impact Assessment Mensenrechten en Algoritmes","text":"<p>ProbleemanalyseOntwerpVerificatie en validatieMonitoring en beheerProjectleiderOntwikkelaarJuristBeleid en adviesFundamentele rechtenTransparantie</p> <p>Direct naar het IAMA</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/IAMA/#hulpmiddel","title":"Hulpmiddel","text":"<p>Het Impact Assessment voor Mensenrechten bij de inzet van Algoritmes (IAMA) is een instrument voor overheidsorganen om een interdisciplinaire dialoog en besluitvorming te faciliteren bij de ontwikkeling en inzet van algoritmische systemen.  Het IAMA stelt een reeks vragen die moeten worden besproken en beantwoord om een zorgvuldige afweging van de inzet van algoritmen te waarborgen.  Dit proces is onderverdeeld in drie fasen: voorbereiding, input en throughput, en output en toezicht, waarbij steeds aandacht wordt besteed aan het vierde onderdeel van het IAMA: de impact op mensenrechten.  Het IAMA fungeert als naslagwerk voor de besluitvorming en is gekoppeld aan andere relevante richtlijnen en instrumenten, zoals de gegevensbeschermingseffectbeoordeling (ook wel DPIA).  Hierdoor biedt het een overkoepelend kader dat helpt om algoritmen verantwoord te implementeren en mogelijke risico\u2019s, zoals inbreuken op grondrechten, te identificeren en te mitigeren.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/IAMA/#relevantie","title":"Relevantie","text":"<p>Het IAMA kan op dit moment op veel politieke en internationale belangstelling rekenen.  In zowel de Eerste als Tweede Kamer zijn hierover moties ingediend en vragen gesteld.  Daarbij is het IAMA een van de weinige instrumenten in de EU die een interdisciplinaire discussie rondom (de ontwikkeling, inzet en monitoring van) algoritmes, AI en grondrechten initieert en bevordert. </p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/IAMA/#auteur","title":"Auteur","text":"<p>Het IAMA is ontwikkeld door de Utrecht Data School. De auteurs van het IAMA zijn prof. mr. Janneke Gerards, dr. Mirko Tobias Sch\u00e4fer, Arthur Vankan en Iris Muis, allen werkzaam aan de Universiteit Utrecht. Opdrachtgever voor de ontwikkeling is het Ministerie van Binnenlandse Zaken.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/IAMA/#bijbehorende-maatregelen","title":"Bijbehorende maatregelen","text":"<p>Geen maatregelen beschikbaar voor dit hulpmiddel.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/IAMA/#bronnen","title":"Bronnen","text":"<p>Impact Assessment Mensenrechten en Algoritmes</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/IAMA/#voorbeeld","title":"Voorbeeld","text":"<p>Benieuwd naar ervaringen in de praktijk? Bekijk het rapport IAMA in Actie voor de lessons learned van 15 IAMA-trajecten bij Nederlandse overheidsorganisaties. </p> <p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/algoritmeregister/","title":"Algoritmeregister","text":"<p>Monitoring en beheerProjectleiderOntwikkelaarTransparantie</p> <p>Direct naar het Algoritmeregister</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/algoritmeregister/#hulpmiddel","title":"Hulpmiddel","text":"<p>De regering wil dat de overheid algoritmes verantwoord gebruikt.  Mensen moeten erop kunnen vertrouwen dat algoritmes voldoen aan de waarden en normen van de samenleving.  En er moet uitleg zijn over hoe algoritmes werken.  Het Algoritmeregister helpt hierbij.  Wanneer overheidsorganisaties open zijn over algoritmes en hun toepassing, kunnen burgers, organisaties en media de overheid kritisch volgen.</p> <p>Je kunt hier meer lezen over de doelen van het Algoritmeregister.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/algoritmeregister/#relevantie","title":"Relevantie","text":"<p>In de Handreiking Algoritmeregister staan bruikbare handvatten voor overheidsorganisaties om met publicatie van hun algoritmes aan de slag te gaan.  Hierin wordt bijvoorbeeld duidelijkheid gegeven over welke doelen we ermee bereiken, welke algoritmes erin thuishoren en welke organisaties erin kunnen publiceren.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/algoritmeregister/#bijbehorende-maatregelen","title":"Bijbehorende maatregelen","text":"Maatregelimp-04 - Publiceer impactvolle algoritmes en hoog-risico-AI-systemen in het Algoritmeregister"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/algoritmeregister/#bronnen","title":"Bronnen","text":"<p>Algoritmeregister</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/algoritmeregister/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/fairness-handbook/","title":"The Fairness Handbook","text":"<p>ProbleemanalyseOntwerpProjectleiderBias en non discriminatieFundamentele rechten</p> <p>Direct naar het Fairness Handbook</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/fairness-handbook/#hulpmiddel","title":"Hulpmiddel","text":"<p>Het Fairness Handbook biedt overheidsorganisaties een gedetailleerde richtlijn om eerlijkheid in algoritmen te waarborgen en schadelijke vooroordelen binnen AI-systemen te verminderen. Het handboek, dat origineel is ontwikkeld voor de Gemeente Amsterdam, richt zich op het voorkomen en mitigeren van vooroordelen en oneerlijke uitkomsten (bias) door middel van een gestructureerde Fairness Pipeline. Deze pipeline behandelt alle fasen van het ontwikkelproces, van het formuleren van het probleem tot de uiteindelijke implementatie en monitoring. Dit hulpmiddel biedt inzicht in de soorten schadelijke effecten van AI (zoals representatiebias en denigratieschade) en introduceert specifieke technieken, zoals het uitvoeren van een bias-analyse en het gebruik van contra-feitelijke scenario's (counterfactual fairness), om te controleren of de algoritmen rechtvaardige resultaten opleveren.</p> <p>Naast praktische technieken voor het meten en mitigeren van vooroordelen, definieert het Fairness Handbook verschillende eerlijkheidsprincipes en bijbehorende statistische metrics. Deze metrics helpen ontwikkelaars en beleidsmakers om de prestaties van modellen te analyseren en verschillen in modelprestaties tussen verschillende groepen te detecteren. Door de nadruk te leggen op transparantie, zowel in de keuze van datasets als in de manier waarop het model beslissingen neemt, helpt het handboek om het vertrouwen in AI-systemen te vergroten en discriminerend gedrag in algoritmen te verminderen.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/fairness-handbook/#relevantie","title":"Relevantie","text":"<p>Het Fairness Handbook biedt ondersteuning voor overheden die streven naar verantwoorde, niet-discriminerende algoritmische besluitvorming. Het handboek ondersteunt overheidsinstanties bij het identificeren en corrigeren van vooroordelen in datasets en algoritmes, waardoor het risico op schadelijke effecten, zoals ongelijke verdeling van kansen of kwaliteit van dienstverlening, wordt geminimaliseerd. Het hulpmiddel sluit nauw aan bij andere hulpmiddelen, zoals de IAMA, door richtlijnen te geven voor het beoordelen van specifieke eerlijkheidsaspecten in de context van datagebruik en algoritmeontwikkeling.</p> <p>Door de combinatie van technische en niet-technische benaderingen bevordert het Fairness Handbook een holistische benadering van algoritmische eerlijkheid. Er wordt rekening gehouden met zowel de technische als de sociale en ethische dimensies. Dit maakt het een bruikbaar hulpmiddel voor diverse overheidsprojecten, waaronder de ontwikkeling van AI-toepassingen in het sociaal domein en besluitvormingsprocessen waarbij kansengelijkheid van groot belang is.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/fairness-handbook/#auteurs-en-ontwikkeling","title":"Auteurs en Ontwikkeling","text":"<p>Het Fairness Handbook is ontwikkeld in 2022 door de Gemeente Amsterdam, met als doel de eerlijkheid en transparantie van haar AI-systemen te verbeteren. Het project is tot stand gekomen in samenwerking met diverse stakeholders, waaronder datawetenschappers, ethici en beleidsmakers, om ervoor te zorgen dat het handboek aansluit bij de bredere maatschappelijke behoeften en regelgeving. Door deze samenwerking biedt het Fairness Handbook een gebalanceerd perspectief, met aandacht voor zowel technische oplossingen als ethische en juridische overwegingen die nodig zijn voor verantwoorde AI-toepassingen.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/fairness-handbook/#bijbehorende-maatregelen","title":"Bijbehorende maatregelen","text":"Maatregeldat-01 - Controleer de datakwaliteitver-01 - Toets het algoritme op biasimp-02 - Doe aselecte steekproeven om algoritmes met 'risicogestuurde selectie\u2019 te controleren"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/fairness-handbook/#bronnen","title":"Bronnen","text":"<p>The Fairness Handbook</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/fairness-handbook/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld van het gebruik van het Fairness Handbook op het gebied van algoritmen? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/framework-meaningful-engagement/","title":"Framework for Meaningful Engagement","text":"<p>ProbleemanalyseOntwerpProjectleiderBeleid en adviesMenselijke controleTransparantieFundamentele rechten</p> <p>Direct naar het Framework for Meaningful Engagement</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/framework-meaningful-engagement/#hulpmiddel","title":"Hulpmiddel","text":"<p>Het Framework for Meaningful Engagement biedt organisaties een praktische aanpak om verschillende stakeholders effectief te betrekken in processen rondom AI en algoritmes. Het beschrijft stapsgewijs hoe men betrokkenheid kan ontwerpen en uitvoeren, met de nadruk op drie pijlers:</p> <ol> <li>een gedeelde doelstelling</li> <li>een betrouwbaar proces</li> <li>een zichtbare impact</li> </ol> <p>Het framework helpt organisaties om input van belanghebbenden daadwerkelijk te integreren, wat leidt tot duurzamere, inclusievere besluitvorming.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/framework-meaningful-engagement/#relevantie-voor-het-algoritmekader","title":"Relevantie voor het Algoritmekader","text":"<p>Betekenisvolle betrokkenheid van stakeholders is cruciaal voor verantwoord algoritmegebruik. Voor overheden biedt dit framework handvatten om transparanter te zijn over de ontwikkeling en impact van algoritmes en om een goed proces in te richten bij het gebruik van een algoritme. Dit sluit aan bij eisen rond menselijke controle.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/framework-meaningful-engagement/#auteurs-en-ontwikkeling","title":"Auteurs en ontwikkeling","text":"<p>Het framework is ontwikkeld door de European Center for Not-for-Profit Law Stichting (ECNL) en SocietyInside, als onderdeel van de Deense Tech for Democracy Initiative. De totstandkoming vond plaats via een consultatieproces met bijdragen van meer dan 150 individuen en organisaties wereldwijd, waaronder belanghebbenden uit het maatschappelijk middenveld, bedrijfsleven en overheden. Het framework bouwt voort op de VN-richtlijnen voor bedrijfs- en mensenrechten.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/framework-meaningful-engagement/#bijbehorende-maatregelen","title":"Bijbehorende maatregelen","text":"Maatregelimp-03 - Richt de juiste menselijke controle in van het algoritmever-03 - Controleer regelmatig of het algoritme voldoet aan alle wetten en regels en het eigen beleidver-01 - Controleer regelmatig of het algoritme werkt zoals het bedoeld isowp-06 - Inventariseer welke grondrechten het algoritme kan schenden en maak een belangenafwegingowp-07 - Maak een lijst van de meest kwetsbare groepen en bescherm hen extrapba-01 - Beschrijf het probleem dat het algoritme moet oplossenpba-02 - Beschrijf het doel van het algoritmepba-03 - Beschrijf waarom een algoritme het probleem moet oplossenpba-04 - Overleg regelmatig met belanghebbendenorg-01 - Bepaal of er genoeg experts beschikbaar zijn"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/framework-meaningful-engagement/#bronnen","title":"Bronnen","text":"<ul> <li>ECNL - Framework for Meaningful Engagement</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/handreiking-non-discriminatie/","title":"Handreiking non-discriminatie by design","text":"<p>OntwikkelenImplementatieProjectleiderOntwikkelaarBias en non discriminatieFundamentele rechten</p> <p>Direct naar de Handreiking non-discriminatie by design</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/handreiking-non-discriminatie/#hulpmiddel","title":"Hulpmiddel","text":"<p>Deze handreiking legt uit welke vragen en principes leidend zijn bij het ontwikkelen en implementeren van een AI-systeem met het oog op het discriminatieverbod, vanuit zowel juridisch, technisch, als organisatorisch perspectief. De handreiking is een praktisch toepasbaar ontwerpkader dat ontwikkelaars helpt om al in de ontwikkelfase van een AI-systeem discriminerende patronen zoveel mogelijk te identificeren, te voorkomen en te bestrijden.</p> <p>Er zijn 4 uitgangspunten die leidend zijn in de handreiking:</p> <ol> <li>Diversiteit</li> <li>Context</li> <li>Controleerbaarheid</li> <li>Evaluatie.</li> </ol>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/handreiking-non-discriminatie/#relevantie","title":"Relevantie","text":"<p>Stuk over relevantie voor het AK volgt nog. Net als bij het IAMA, is dit document een manier om een multidisciplinaire discussie te faciliteren en stimuleren. Hierbij kunnen verschillende rollen betrokken worden door de projectleider: data-scientists, juristen, de functionaris gegevensbescherming (FG), aangevuld met domeinspecialisten.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/handreiking-non-discriminatie/#wanneer-toepassen","title":"Wanneer toepassen?","text":"<p>De handreiking is primair geschreven voor teams die zelf AI-systemen bouwen. Het gaat in op verschillende fases van ontwikkeling: probleemanalyse, dataverkenning en datapreparatie, ontwikkeling, implementatie en evaluatie. Daarnaast kan deze handreiking dienen voor opdrachtgevers van AI-systemen, ofwel om vooraf offrerende partijen te vragen aan te geven hoe zij rekening zullen houden met de diverse punten uit de handreiking, ofwel om tijdens het proces mee te kijken en op relevante punten aanwijzingen te geven, ofwel om achteraf te controleren of een opgeleverd product aan alle relevante voorwaarden voldoet. </p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/handreiking-non-discriminatie/#relatie-tot-iama","title":"Relatie tot IAMA","text":"<p>Gebruikers van zowel de Handreiking non-discriminatie by design als het IAMA geven enkele verschillen tussen de twee instrumenten. Deze bevindingen zijn te vinden in het rapport 'Bekendheid, toepasbaarheid en toegevoegde waarde handreiking \u201cnon-discriminatie by design\"' van de Auditdienst Rijk.</p> <p>Zij geven aan dat het IAMA wordt gezien als instrument voor het nagaan van de impact van grondrechten in algemenere zin, waar de Handreiking zich specifiek richt op discriminatie. De handreiking bevat dan weer meer praktische voorbeelden die kunnen helpen bij begrip en afwegingen, waar de IAMA wat abstracter is.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/handreiking-non-discriminatie/#relatie-tot-het-fairness-handbook","title":"Relatie tot het Fairness Handbook","text":"<p>Over het Fairness Handbook werd in het rapport aangegeven dat het een technischere uitwerking bevat dan de Handreiking. Het Handbook biedt wellicht meer houvast voor iemand die analyses maakt om inzicht te geven in de prestaties van het algoritme met het oog op \u2018fairness\u2019 en \u2018bias\u2019. Dit komt doordat het Handbook meer details geeft over de technische stappen die nodig zijn om te komen tot bepaalde analyses.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/handreiking-non-discriminatie/#relatie-tot-toetsingskader-risicoprofielen-van-college-voor-de-rechten-van-de-mens","title":"Relatie tot Toetsingskader Risicoprofielen van College voor de Rechten van de Mens","text":"<p>Ook het toetsingskader voor discriminatie door risicoprofielen van het College voor de Rechten van de Mens kan worden gebruikt om te bepalen of er discriminatie plaatsvindt. Dit kader is afkomstig uit 2021 en er wordt gewerkt aan een nieuwe versie, die waarschijnlijk eind 2024 zal verschijnen. De verschillende stappen die daarin gebruikt worden om te bepalen of een risicoprofiel tot discriminatie leidt op grond van ras of nationaliteit, zijn zeer relevant. Daarvoor hebben zij een beslisboom ontwikkeld.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/handreiking-non-discriminatie/#bijbehorende-maatregelen","title":"Bijbehorende maatregelen","text":"Maatregeldat-01 - Controleer de datakwaliteitver-01 - Toets het algoritme op biasimp-02 - Doe aselecte steekproeven om algoritmes met 'risicogestuurde selectie\u2019 te controleren"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/handreiking-non-discriminatie/#bronnen","title":"Bronnen","text":"<ul> <li>Handreiking non-discriminatie by design</li> <li>Onderzoeksrapport Bekendheid, toepasbaarheid en toegevoegde waarde handreiking 'non-discriminatie by design'</li> <li>Toetsingskader voor discriminatie door risicoprofielen van het College voor de Rechten van de Mens (2021)</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/handreiking-non-discriminatie/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld van het gebruik van de Handreiking non-discriminatie by design op het gebied van algoritmen? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/inkoopvoorwaarden/","title":"Inkoopvoorwaarden","text":"<p>ProbleemanalyseOntwerpJuristProjectleiderBeleid en adviesPublieke inkoop</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/inkoopvoorwaarden/#hulpmiddel","title":"Hulpmiddel","text":"<p>Voorbeelden of templates van inkoopvoorwaarden kunnen helpen om een contract op te stellen dat een organisatie in staat stelt veilige en verantwoorde algoritmen of AI-systemen in te kopen. Deze worden ook wel eens modelcontractbepalingen genoemd. Deze voorwaarden of bepalingen kunnen opgenomen worden wanneer er een contract wordt afgesloten met een leverancier van een algoritme of algoritmisch systeem.  Er kunnen dan bijvoorbeeld beperkingen gelden om onaanvaardbare risico's van AI te vermijden, of bepaalde voorwaarden gesteld worden waaraan een algoritme juist moet voldoen.  Ook kunnen bepaalde voorwaarden worden opgenomen op basis van de vereisten in het Algoritmekader.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/inkoopvoorwaarden/#europese-commissie","title":"Europese Commissie","text":"<p>De Europese contractvoorwaarden voor AI bieden aanbestedende organisaties de mogelijkheid om specifieke clausules op te nemen in de overeenkomst. Op deze manier worden afspraken gemaakt over onderwerpen die in lijn zijn met de aankomende AI-Act. Er zijn 2 versies van de AI-inkoopvoorwaarden opgesteld: een set voorwaarden voor AI-toepassingen met een hoog-risicoprofiel en een set voorwaarden voor AI-toepassingen met een laag-risicoprofiel.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/inkoopvoorwaarden/#gemeente-amsterdam","title":"Gemeente Amsterdam","text":"<p>De Europese contractvoorwaarden voor AI zijn gebaseerd op onder andere de modelbepalingen die de Gemeente Amsterdam al eerder opstelde. Deze dienen als voorbeeld voor andere gemeenten die algoritmische toepassingen willen inkopen.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/inkoopvoorwaarden/#ai-module-bij-arbit-2022","title":"AI-module bij ARBIT-2022","text":"<p>De AI-module bij de ARBIT is gebaseerd op het gepubliceerd model van de Europese Commissie dat hierboven beschreven wordt. Via een verwijzing in de gebruikte modelovereenkomst kan de AI-module onderdeel gaan uitmaken van een onder de ARBIT te sluiten overeenkomst.</p> <p>De ARBIT zijn de Algemene Rijksinkoopvoorwaarden bij IT\u2011overeenkomsten (ARBIT) en zijn bedoeld voor kleine en middelgrote IT-inkopen door de overheid. Lees meer hierover op de website van PIANOo.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/inkoopvoorwaarden/#relevantie","title":"Relevantie","text":"<p>Steeds meer organisaties kopen algoritmische toepassingen in die veel impact hebben op gebruikers of beslissingen. Het is daarom van belang dat aanbestedende overheidsorganisaties afspraken maken met leveranciers, zodat de werking van de algoritmische toepassing transparant is en op een veilige en verantwoorde manier gebruikt wordt. Verschillende organisaties hebben daarom (voorbeeld-)contractvoorwaarden voor het inkopen van AI-systemen beschikbaar gesteld. Denk aan de Europese Commissie en de Gemeente Amsterdam.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/inkoopvoorwaarden/#bijbehorende-maatregelen","title":"Bijbehorende maatregelen","text":"Maatregeldat-08 - Zorg dat je controle of eigenaarschap hebt over de dataowp-16 - Laat aanbieder(s) bewijs leveren dat de door hen ontwikkelde algoritmes geen inbreuk maken op de auteursrechten van derden met de trainingsdata en de output.owp-15 - Maak het leveren van bewijs voor het voldoen aan de vereisten voor algoritmes onderdeel van de beoordeling van een inschrijving.owp-13 - Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.owp-23 - Laat de aanbieder aangeven welke mate van opleiding en ondersteuning bij de implementatie nodig is om de beoogde algoritmes verantwoord te gebruiken.2-owp-11-data-beschikbaarheid"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/inkoopvoorwaarden/#bronnen","title":"Bronnen","text":"<ul> <li>Modelbepalingen voor gemeenten voor verantwoord gebruik van Algoritmische toepassingen</li> <li>Contractvoorwaarden voor het inkopen van artifici\u00eble intelligentie (AI)</li> <li>AI-module bij de modelovereenkomst ARBIT-2022</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/inkoopvoorwaarden/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld van het gebruik van modelbepalingen of contractvoorwaarden op het gebied van algoritmen? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/mensenrechtelijktoetsingskader/","title":"Discriminatie door risicoprofielen - Een mensenrechtelijk toetsingskader","text":"<p>ProbleemanalyseOntwerpBeleid en adviesJuristBias en non discriminatieFundamentele rechten</p> <p>Direct naar het Mensenrechtelijk Toetsingskader</p> <p>Let op!</p> <p>Dit toetsingskader wordt momenteel vernieuwd. Een nieuwe versie wordt hier gepubliceerd zodra beschikbaar. </p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/mensenrechtelijktoetsingskader/#hulpmiddel","title":"Hulpmiddel","text":"<p>Dit toetsingskader helpt overheidsfunctionarissen om te bepalen wanneer risicoprofielen leiden tot discriminatie op grond van ras of nationaliteit. Het presenteert de (denk)stappen die doorlopen moeten worden om te toetsen of een risicoprofiel binnen de grenzen van het discriminatieverbod blijft. Het is belangrijk om te benadrukken dat het hierbij gaat om de juridische ondergrens van het discriminatieverbod, zoals geformuleerd door internationale en nationale rechters. Aan de regels uit dit toetsingskader moet de overheid zich dus ten minste houden. Dit laat onverlet dat de overheid kan beslissen om strengere regels te hanteren.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/mensenrechtelijktoetsingskader/#noot-voor-de-lezer","title":"Noot voor de lezer","text":"<p>Dit toetsingskader is gebaseerd op geldende verdragen, wetten en jurisprudentie tot aan november 2021. De normen en jurisprudentie op dit terrein zijn echter continu in ontwikkeling. Zo heeft het gerechtshof Den Haag in 2023 in een belangrijke uitspraak vastgesteld dat het gebruik van etnische kenmerken als een van de selectiecriteria voor controle, zoals dat plaatsvond binnen het \u2018Mobiel Toezicht Veiligheid\u2019 door de Koninklijke Marechaussee, in strijd is met het discriminatieverbod.</p> <p>Ook op Europees niveau is er nieuwe relevante jurisprudentie verschenen. Dit alles biedt een verdere aanscherping en concretisering van de geldende normen. Het College werkt daarom op dit moment aan een aangepast en doorontwikkeld toetsingskader waarin alle nieuwe ontwikkelingen worden verwerkt. </p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/mensenrechtelijktoetsingskader/#relevantie","title":"Relevantie","text":"<p>Het spreekt voor zich dat overheidsinstanties zich bij het uitvoeren van hun taken moeten onthouden van discriminatie. Recente voorbeelden zoals de Kinderopvangtoeslagaffaire laten echter zien dat het in de praktijk toch mis kan gaan. Duidelijk is dat discriminerende elementen toch in risicoprofielen voorkomen. Dat heeft er mede mee te maken dat het voor medewerkers van uitvoeringsinstanties niet altijd duidelijk is wat in welke context wel en niet mag.</p> <p>Er komt daarbij veel kijken bij de beoordeling of een risicoprofiel binnen de grenzen van het discriminatieverbod blijft, zeker wanneer afkomst-gerelateerde kenmerken als selectiecriteria binnen dit risicoprofiel een rol spelen. In alle gevallen zal nauwkeurig afgewogen moeten worden welke kenmerken voor welke doeleinden worden gebruikt en hoe zich dat verhoudt tot het toepasselijke wettelijke kader. Dit toetsings- kader biedt handvatten voor het maken van deze afweging. </p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/mensenrechtelijktoetsingskader/#auteur","title":"Auteur","text":"<p>Het Mensenrechtelijk Toetsingskader is ontwikkeld door het College voor de Rechten van de Mens.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/mensenrechtelijktoetsingskader/#bijbehorende-maatregelen","title":"Bijbehorende maatregelen","text":"Maatregelver-01 - Toets het algoritme op bias"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/onderzoekskader-adr/","title":"Onderzoekskader algoritmes Auditdienst Rijk 2023","text":"<p>OntwerpImplementatieMonitoring en beheerProjectleiderBeleid en adviesGovernance</p> <p>Direct naar het Onderzoekskader Algoritmes</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/onderzoekskader-adr/#hulpmiddel","title":"Hulpmiddel","text":"<p>Dit onderzoekskader is een instrument om de beheersing van algoritmes in kaart te brengen. Het geeft inzicht in de risico\u2019s die algoritmes met zich meebrengen en met welke maatregelen deze risico\u2019s beheerst (kunnen) worden. </p> <p>Het onderzoekskader is in eerste instantie bedoeld als instrument voor auditors om de beheersing en werking van algoritmes binnen overheidsorganisaties te onderzoeken, maar is ook bruikbaar voor andere partijen om inzicht te krijgen in de huidige en/of gewenste beheersing van algoritme(s).</p> <p>Het kader richt zich op algoritmes die binnen overheidsorganisaties gebruikt worden. Het is ingericht op algoritmes die zelf van voorbeelden leren, zoals machine learning, maar is ook toepasbaar op regelgebaseerde algoritmes. Het kader is ook bruikbaar voor andere organisaties en kan bij verschillende fases van de levenscyclus van een algoritme worden ingezet. Mogelijk zijn niet alle thema\u2019s relevant gezien de context van het algoritme. De opdrachtgever en auditor(s) dienen daarom voorafgaand aan een onderzoek te analyseren en te bepalen welke thema\u2019s en onderwerpen worden onderzocht. Het onderzoekskader is ingedeeld in 4 thema\u2019s: </p> <ul> <li>Sturing en Verantwoording</li> <li>Privacy</li> <li>Data en Model</li> <li>Informatiebeveiliging</li> </ul> <p>Ethiek raakt alle thema\u2019s en komt daarom bij elk thema in het kader terug. Elk thema bevat deelgebieden en de risico\u2019s en beheersmaatregelen die daarbij horen (inclusief de bron). Ook deze kunnen weer gerelateerd zijn aan een ander thema. Een apart werkbestand voor auditors is opgesteld wat kan worden gebruikt bij het uitvoeren van een onderzoek. Dit bestand heeft dezelfde opbouw, maar bevat ook invulvelden om als auditor het risico (kans x impact) in te schatten en de bevindingen op te nemen. Daarnaast zijn toelichtingen en voorbeelden van checks en evidence opgenomen per beheersmaatregel.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/onderzoekskader-adr/#relevantie","title":"Relevantie","text":"<p>Het onderzoekskader is ontwikkeld met behulp van nationale en internationale richtlijnen en kaders, rapporten en instrumenten, zoals de Ethics guidelines for trustworthy AI van de Europese Commissie (EC), Impact Assessment voor Mensenrechten bij de inzet van Algoritmes (IAMA), de richtlijnen van het ministerie van JenV, het DPIA model Rijksoverheid (gebaseerd op o.a. AVG) en de Guiding Principles Trustworthy AI Investigations van NOREA (beroepsvereniging IT-auditors Nederland). De bron van de betreffende risico\u2019s en beheersmaatregelen is tevens opgenomen.</p> <p>Dit onderzoekskader is erg overkoepelend (net als het toetsingskader van de Algemene Rekenkamer). Er zijn dan ook veel maatregelen in het Algoritmekader gebaseerd op maatregelen die in het kader van de ADR staan. Bekijk alle maatregelen van het Algoritmekader hier.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/onderzoekskader-adr/#auteur","title":"Auteur","text":"<p>Het Onderzoekskader Algoritmes is ontwikkeld door de Auditdienst Rijk  </p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/onderzoekskader-adr/#bijbehorende-maatregelen","title":"Bijbehorende maatregelen","text":"<p>Geen maatregelen beschikbaar voor dit hulpmiddel.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/toetsingskader-algemene-rekenkamer/","title":"Toetsingskader Algoritmes Algemene Rekenkamer","text":"<p>Monitoring en beheerVerificatie en validatieProjectleiderBeleid en adviesJuristGovernance</p> <p>Direct naar het Toetsingskader</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/toetsingskader-algemene-rekenkamer/#hulpmiddel","title":"Hulpmiddel","text":"<p>Het toetsingskader omvat 5 perspectieven op algoritmes, elk met hun belangrijkste risico's geformuleerd. Het gaat om Sturing en Verantwoordelijkheid, Model en Data, Privacy, IT-beheer en Ethiek. Voor elk risico is er een specifieke onderzoeksvraag opgesteld. Door deze vragen te beantwoorden en een score toe te kennen, krijgt de gebruiker inzicht in hoe goed het gekozen algoritme de risico's beheerst.</p> <p>De mate van risico voor een specifiek algoritme wordt bepaald door twee factoren: de gebruikte geavanceerde technieken en de impact van het algoritme op de burger.</p> <p>Het toetsingskader is in eerste instantie bedoeld als toetsinstrument voor auditors (controleurs en toezichthouders). Zij kunnen dit kader gebruiken om de risico's van het beoordeelde algoritme in beeld te krijgen.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/toetsingskader-algemene-rekenkamer/#relevantie","title":"Relevantie","text":"<p>Het digitale toetsingskader 'Aandacht voor algoritmes' is ontwikkeld vanwege de toenemende maatschappelijke aandacht voor algoritmes en de behoefte aan een integraal instrument voor toetsing en analyse. Het is gebaseerd op bestaande informatie en raamwerken, zowel binnen het Rijk als door externe partijen zoals NOREA en grote accountantskantoren.</p> <p>Dit onderzoekskader is erg overkoepelend (net als het onderzoekskader van de ADR). Er zijn dan ook veel maatregelen in het Algoritmekader gebaseerd op maatregelen die in het kader van de Algemene Rekenkamer staan. Bekijk alle maatregelen van het Algoritmekader hier.</p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/toetsingskader-algemene-rekenkamer/#auteur","title":"Auteur","text":"<p>Het Toetsingskader Algoritmes is ontwikkeld door de Algemene Rekenkamer </p>"},{"location":"voldoen-aan-wetten-en-regels/hulpmiddelen/toetsingskader-algemene-rekenkamer/#bijbehorende-maatregelen","title":"Bijbehorende maatregelen","text":"<p>Geen maatregelen beschikbaar voor dit hulpmiddel.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/","title":"Maatregelen","text":"<p>Overzicht van aanbevolen maatregelen voor verantwoord gebruik van algoritmes en AI-systemen. Het zijn adviezen om te voldoen aan de vereisten voor overheden. Andere maatregelen zijn ook mogelijk.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/#alle-maatregelen-zijn-adviezen","title":"Alle maatregelen zijn adviezen","text":"<p>De maatregelen zijn niet verplicht. Het zijn adviezen uit:</p> <ul> <li>Toetsingskader Algoritmes, Algemene Rekenkamer</li> <li>Onderzoekskader algoritmes, Auditdienst Rijk</li> <li>nationale en internationale standaarden (NEN, JTC21 en ISO)</li> <li>onze werkgroepen</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/#voorbeeld","title":"Voorbeeld","text":"<p>Onderzoek het ontwikkelde algoritme op onbewuste vooringenomenheid (discriminatie) door middel van een bias-analyse.</p> <p>Deze maatregel helpt om te voldoen aan de vereiste om niet te discrimineren. Maar deze maatregel is niet verplicht. Je organisatie mag ook eigen maatregelen nemen. Zolang je uiteindelijk maar voldoet aan de vereiste.</p> <p>Tip</p> <p>Aantal maatregelen verschilt per situatie</p> <p>Welke maatregelen handig zijn in jouw situatie, hangt af van:</p> <ul> <li>de fase in de levenscyclus van je project</li> <li>de vereisten waar jouw organisatie aan moet voldoen</li> <li>jouw rol in de organisatie</li> </ul> <p>Tip</p> <p>Met \u00e9\u00e9n maatregel voldoe je soms aan meerdere vereisten.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/#help-ons-deze-pagina-te-verbeteren","title":"Help ons deze pagina te verbeteren","text":"<p>Deel je idee, suggestie of opmerking via GitHub of mail ons via algoritmes@minbzk.nl.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/","title":"Bepaal of er genoeg experts beschikbaar zijn","text":"<p>org-01OrganisatieverantwoordelijkhedenProjectleiderBeleid en adviesGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/#maatregel","title":"Maatregel","text":"<p>Bepaal welke expertise en capaciteit noodzakelijk is voor het ontwikkelen, inkopen en gebruiken van algoritmes en stel vast of er voldoende expertise en capaciteit beschikbaar is.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/#toelichting","title":"Toelichting","text":"<ul> <li>Bepaal welke expertise en capaciteit binnen de organisatie noodzakelijk is voor het ontwikkelen, inkopen en gebruiken van algoritmes.</li> <li>Dit is sterk afhankelijk van de specifieke toepassing en de inzichten die voortkomen uit risicoanalyses. Hoe complexer en risicovoller de toepassing, des te meer expertise en capaciteit noodzakelijk is. </li> <li>Interne en externe actoren die betrokken zijn bij het ontwikkelen, inkopen en gebruik moeten over voldoende expertise en capaciteit beschikken om hun taken naar behoren uit te voeren.</li> <li>Stel vast of er afhankelijkheden van externe aanbieders ontstaan.  </li> <li>Bepaal voorafgaand aan het (laten) ontwikkelen of inkopen van algoritmes of voldoende expertise en capaciteit beschikbaar is om tot een verantwoorde inzet ervan te komen.</li> <li>Leg vast of er voldoende expertise en capaciteit beschikbaar is en onderbouw dit in projectdocumentatie.</li> <li>Om menselijke controle te kunnen uitoefenen in verschillende fases van de ontwikkeling (of inkoop) van algortimes moet de mens bepaalde kennis, tijd en vaardigheden hebben. Alleen met de juiste kennis, tijd en vaardigheden kunnen risico\u2019s op tijd ge\u00efdentificeerd en afgedekt worden. Deze kennis en expertise kan ook buiten de organisatie liggen, maar dan is het belangrijk om verantwoordelijkheden goed vast te leggen.     </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Algoritmes Auditdienst Rijk, SV.12 </li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 1.04</li> <li>Competencies and governance practices for AI in the public sector. Zie hoofdstuk 4</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/#voorbeeld","title":"Voorbeeld","text":"<p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/","title":"Stel beleid op voor een verantwoorde inzet van algoritmes binnen de organisatie.","text":"<p>org-04OrganisatieverantwoordelijkhedenBeleid en adviesGovernanceTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/#maatregel","title":"Maatregel","text":"<p>Stel beleid op voor een verantwoorde inzet van algoritmes binnen de organisatie. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/#toelichting","title":"Toelichting","text":"<p>Een duidelijk beleid over de inzet van algoritmes helpt organisaties te voldoen aan de vereisten voor het verantwoord gebruik ervan. Hierin worden zaken beschreven als:</p> <ul> <li> <p>Hoe de inzet van algoritmes gaat bijdragen aan het realiseren van de organisatiedoelstellingen. </p> </li> <li> <p>Het beschrijven van de stappen die moeten worden gezet om algoritmes op een verantwoorde wijze in te gaan zetten. Dit is afhankelijk en verschilt per type algoritme en de bijbehorende risicoclassificatie.</p> </li> <li> <p>Het beschrijven van welke hulpmiddelen in welke gevallen moeten worden ingezet om te voldoen aan de vereisten die gelden voor algoritmes. Hierbij kan worden gedacht aan:</p> <ul> <li>Een Impact Assessment Mensenrechten en Algoritmes.</li> <li>Een Data Protection Impact Assessment.</li> <li>Het hanteren van inkoopvoorwaarden.</li> </ul> </li> <li> <p>Hoe burgers worden ge\u00efnformeerd over de inzet van algoritmes door de organisatie (communicatiestrategie) en welke kanalen hiervoor kunnen worden gebruikt. Hierbij kan worden gedacht aan:</p> <ul> <li>Het Algoritmeregister voor het publiceren van hoog risico AI-systemen of impactvolle algoritmes. </li> <li>Een algemene pagina op de website met informatie over de inzet van algoritmes.</li> <li>Het verwerkingsregister.</li> <li>Een intern registratiesysteem, bijvoorbeeld voor het registreren van laag risico of niet-impactvolle algoritmes zodat deze informatie voor medewerkers beschikbaar is.</li> <li>In welke gevallen een (openbaar) besluit wordt genomen door het bestuur over de inzet van een algoritme. </li> </ul> </li> <li> <p>Er is beschreven welke informatie over welke typen algoritmes wordt gecommuniceerd met betrokkenen bij de ontwikkeling of gebruik ervan door de organisatie. </p> </li> <li> <p>Er is beschreven welke stappen worden gezetten in het geval dat er incidenten ontstaan rondom de inzet van algoritmes, denk hierbij aan een discriminatieprotocol.</p> </li> <li> <p>Dit beleidsdocument is beschikbaar en toegankelijk voor ge\u00efnteresseerden. </p> </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/#bronnen","title":"Bronnen","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/#risico","title":"Risico","text":"<p>Zonder duidelijk beleid over de inzet van algoritmes kan het gebeuren dat algoritmes worden ontwikkeld of gebruikt die niet passend zijn binnen de organisatie. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/#voorbeelden","title":"Voorbeelden","text":"<ul> <li>Controle op algoritmes</li> <li>ISO/IEC 42001: Artificial intelligence (AI) Management System</li> <li>Webpagina van gemeente Amsterdam over algoritmes.</li> </ul> <p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/","title":"Maak een plan voor het omgaan met risico\u2019s","text":"<p>org-03OrganisatieverantwoordelijkhedenProjectleiderBeleid en adviesGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/#maatregel","title":"Maatregel","text":"<p>Pas risicobeheer gestructureerd toe voorafgaand en gedurende de ontwikkeling en gebruik van algoritmes.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/#toelichting","title":"Toelichting","text":"<ul> <li>Bepaal tijdig, bijvoorbeeld in de probleemanalyse- of ontwikkelfase, om wat voor toepassing het gaat (algoritme of AI-systeem) en bepaal welke risicoclassificatie hierbij hoort.</li> <li>Bepaal op basis van de toepassing en de risicoclassificatie, welke aspecten van risicobeheer moeten worden toegepast.</li> <li>Inventariseer tijdig, bijvoorbeeld in de probleemanalayse- of ontwikkelfase, bij betrokken experts welke beleidskaders en hulpmiddelen binnen de organisatie moeten worden ingezet om risicobeheer toe te passen.</li> <li>Bepaal op basis van de levenscyclus van een algoritme of AI-systeem wanneer welke aspecten van risicobeheer moeten worden toegepast. </li> <li>Maak inzichtelijk op welke niveaus risicobeheer kan en moet worden belegd bij het ontwikkelen en gebruiken van algoritmes.</li> <li>Daarbij gaat het om het identificeren, analyseren, evalueren (afhankelijk van de risicobereidheid), behandelen (risicoreactie, o.a. maatregelen), monitoren &amp; beoordelen en communiceren &amp; rapporteren van risico's.</li> <li>Gedurende de levenscyclus van een algoritme of AI-systemen kunnen nieuwe risico's ontstaan waar mogelijk nieuwe maatregelen voor moeten worden getroffen. Het is van belang dat iteratief wordt gewerkt aan mitigerende maatregelen en dat risicobeheer periodiek wordt toegepast.</li> </ul> <p>Let op! Sommige maatregelen in het Algoritmekader gaan dieper in op het uitvoeren van risicoanalyses. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/#risico","title":"Risico","text":"<p>Risico's worden niet (tijdig) vastgesteld en adequaat geadresseerd en behandeld.  </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Algoritmes Auditdienst Rijk, SV.13 </li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 1.03</li> <li>Algoritmekader</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/#voorbeeld","title":"Voorbeeld","text":"<p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/","title":"Zorg voor politiek-bestuurlijk bewustzijn, betrokkenheid, en verantwoordelijkheid.","text":"<p>org-04OrganisatieverantwoordelijkhedenProjectleiderBeleid en adviesGovernanceTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/#maatregel","title":"Maatregel","text":"<p>Zorg voor politiek-bestuurlijk bewustzijn, betrokkenheid, en verantwoordelijkheid. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/#toelichting","title":"Toelichting","text":"<ul> <li>Voor een passende algoritmegovernance is politiek-bestuurlijk bewustzijn, betrokkenheid en verantwoordelijkheid essentieel. </li> <li>De kernvraag voor publieke organisaties bij de inzet van algoritmen is altijd: Hoe wegen we (als publieke organisatie of samenleving) de voordelen en nadelen van de inzet van algoritmen? </li> <li>Dit is per definitie een kwalitatieve en politieke vraag.</li> <li>Dit gaat niet alleen over direct opbrengsten maar ook over lange termijn en indirecte effecten, de mate waarin de inzet van technologie bijdraagt aan de legitimiteit van publieke organisatie en hoe burgers met deze technologie worden bejegend. </li> <li>Om te zorgen voor politiek-bestuurlijke betrokkenheid kan het helpen om een meerjarige visie/strategie rondom verantwoorde inzet te formuleren waar een communicatiestrategie richting burgers onderdeel van is.</li> <li>Zorg ervoor dat bestuurders bewust zijn van de voor- en nadelen van de inzet van algoritmes en daarnaar kunnen handelen.</li> <li>Dit ondersteunt teams bij het maken van de juiste overwegingen bij de ontwikkeling en gebruik van algoritmes. Het geeft ook inzicht wanneer de politiek of bestuurlijk verantwoordelijke(n) moeten worden betrokken bij het project om beslissingen te nemen, bijvoorbeeld of de mate van onbewuste vooringenomenheid (bias) binnen acceptabele grenzen ligt. </li> <li>Het doorlopen van een concrete casus voor de ontwikkeling en gebruik van een algoritme, inclusief het uitvoeren van een IAMA, kan waardevolle informatiegeven om een meerjarige visie of strategie op te stellen. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/#bronnen","title":"Bronnen","text":"<p>Kleur bekennen - vervolgonderzoek algoritmes</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/#risico","title":"Risico","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/#voorbeelden","title":"Voorbeelden","text":"<p>Voorbeeld gemeente Rotterdam</p> <p>\u00c9\u00e9n van de belangrijkste hoofdconclusies van het rapport Kleur Bekennen van de gemeente Rotterdam, opgesteld door de Algemene Rekenkamer, onderstreept het belang van actief bestuur binnen algoritme- en AI-governance: </p> <p>\"Het ontbreekt aan een politiek-bestuurlijk kader dat duidelijk maakt welke normen en principes leidend zijn bij de ontwikkeling en het gebruik van algoritmes. Dit heeft als effect dat belangrijke besluit over bijvoorbeeld wenselijkheid, haalbaarheid, transparantie en bias bij de ambtelijke organisatie komen te liggen. Deze besluiten vragen om een politieke afweging\".</p> <p>De algoritmegovernance van de Gemeente Rotterdam bestaat uit de volgende onderdelen: </p> <ol> <li>een visie op de inzet van algoritmes;</li> <li>instrumentarium voor risicobeheersing dat onder andere bestaat uit een risico-assessment en een mensenrechtenassessment; </li> <li>een uiteenzetting van rollen en verantwoordelijkheden en; </li> <li>een omschrijving van de verantwoordelijkheden voor controle en advies.</li> </ol> <p>Deze stappen volgen kan helpen bij het inrichten van een algoritmegovernance.</p> <p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/","title":"Sluit algoritmegovernance aan op bestaande governancestructuren binnen de organisatie.","text":"<p>org-05OrganisatieverantwoordelijkhedenProjectleiderBeleid en adviesGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/#maatregel","title":"Maatregel","text":"<p>Sluit algoritmegovernance aan op bestaande governancestructuren binnen de organisatie.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/#toelichting","title":"Toelichting","text":"<p>Bij de vormgeving van een algoritmegovernance van een organisatie is het van belang om aansluiting en samenwerking te bewerkstelligen met huidige governancestructuren binnen de organisatie, zoals:</p> <ul> <li> <p>IT governance</p> </li> <li> <p>datagovernance</p> </li> <li> <p>informatiebeveiliging zoals governance rondom de NIS2 richtlijn</p> </li> <li> <p>privacygovernance</p> </li> </ul> <p>Deze governancestructuren kunnen waardevolle aanknopingspunten bieden voor algoritmegovernance, omdat hierin vaak al duidelijke afspraken zijn gemaakt en processen zijn geschreven om bijvoorbeeld risico's zo goed mogelijk te managen. In veel organisaties werken bijvoorbeeld privacy- en informatiebeveiliging en informatiebeheerders nauw samen van strategisch organisatieniveau tot operationeel, omdat deze onderwerpen raken aan beide domeinen.  Voor een verantwoorde inzet van algoritmes zullen deze expertise moeten gaan samengewerkt met andere expertise, zoals die van data science en ethiek. Het is van belang dat deze expertises tijdig en voldoende ruimte krijgen om samen te werken, zodat de functionele en niet functionele requirements kunnen worden gedefinieerd voor een verantwoorde inzet van algoritmes. Stel vast waar deze expertise elkaar nodig hebben en waar deze zelfstandige taken en verantwoordelijkheden hebben.  Voorgaande geeft inzichten om te bepalen in hoeverre algoritmegovernance, naast de bestaande governancestructuren, moet worden ingericht.</p> <p>De volgende vragen kunnen bedragen om bovenstaande inzichtelijk te krijgen: - Welke lessen zijn geleerd met de implementatie van de AVG of de toepassing van de BIO? - Is er iemand intern verantwoordelijk gemaakt voor (toezicht op) algoritmes? - Hoe werken experts vanuit verschillende onderwerpen zoals privacy, informatiebeheer, informatiebeveiliging en data op dit moment samen als het gaat om de inzet van algoritmes?</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/#bronnen","title":"Bronnen","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/#risico","title":"Risico","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/#voorbeelden","title":"Voorbeelden","text":"<p>Een concreet voorbeeld van samen optrekken is deze handreiking om de IAMA en DPIA gezamelijk uit te voeren.</p> <p>Voorbeeld: Ervaringen Kadaster</p> <ol> <li>Bij inwerkingtreding van de AVG ging men snel aan de slag met DPIA\u2019s, vinkenlijstjes. Let op voor een schijndossier: Begrijp wat er toegepast moet worden, voordat je aan de slag gaat; niet uitvoeren om maar te laten zien dat je eraan voldoet.</li> <li>Nadenken over governance. De FG is bij de wet geregeld, maar er is meer nodig. Welke profielen heeft de ondersteuning voor de uitvoering; (centrale) privacy officers en is hier ruimte voor?</li> <li>Zorg dat interpretaties over wet- en regelgeving gelijk zijn binnen de organisatie en de collega\u2019s die binnen de governance structuur samenwerken.</li> <li>Er is beleid gemaakt, maar in de praktijk is te weinig capaciteit om dit uit te voeren. Stel een realistisch beleidsplan op om de gestelde doelen daadwerkelijk te kunnen realiseren. </li> </ol> <p>Centrale privacy officer Kadaster</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/","title":"Gebruik een algoritme volwassenheidsmodel om te weten waar de organisatie staat","text":"<p>org-06OrganisatieverantwoordelijkhedenProjectleiderBeleid en adviesGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/#maatregel","title":"Maatregel","text":"<p>Breng de volwassenheid van je organisatie op het gebied van algoritmes in kaart.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/#toelichting","title":"Toelichting","text":"<ul> <li>Om tot een passende algoritmegovernance voor een organisatie te komen, moet eerst worden vastgesteld wat op dit moment al is ingericht binnen een organisatie op het gebied van algoritmes.</li> <li>Hiervoor kan een volwassenheidsmodel worden toegepast.</li> <li>Op basis hiervan kunnen vervolgstappen worden gedefinieerd, zodat je een handelingsperspectief hebt om je organisatie te organiseren. Ook kunnen deze uitkomsten helpen bewustzijn over de uitdagingen te vergroten.</li> <li>Het is denkbaar dat het realiseren van algoritmegovernance vraagt om een organisatieverandering. De noodzaak voor implementatie van de AI-Verordening kan hier een katalysator voor zijn. Pas daarom verandermanagementtechnieken toe.</li> <li>Deel deze informatie met het bestuur en zorg dat hier bewustzijn ontstaat. Bepaal vervolgens hoe algoritmegovernance moet worden ingericht.</li> <li>Het is aan te raden om verantwoordelijkheden te beleggen voor het realiseren van algoritmegovernance.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/#bronnen","title":"Bronnen","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/#risico","title":"Risico","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/#voorbeelden-van-volwassenheidsmodellen","title":"Voorbeelden van volwassenheidsmodellen","text":"<p>Er zijn verschillende modellen om het volwassenheidsniveau te bepalen. Deze modellen richten zich niet altijd specifiek op het beheer van algoritmes, maar kijken breder naar algoritmes in de organisatie of naar ethische vraagstukken. Governance is altijd een onderdeel van deze modellen.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/#ai-ethics-maturity-model-van-krijger-thuis-de-ruiter-ligthart-broekman-2023","title":"AI ethics maturity model van Krijger, Thuis, de Ruiter, Ligthart &amp; Broekman (2023)","text":"<p>Het AI ethics maturity model van Krijger, Thuis, de Ruiter, Ligthart &amp; Broekman (2023) brengt de volwassenheid op verschillende niveau's in kaart op basis van zes categorie\u00ebn:</p> <ul> <li>awareness &amp; culture</li> <li>policy</li> <li>governance</li> <li>communication &amp; training</li> <li>pevelopment proces</li> <li>tooling</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/#het-datavolwassenheidsmodel-van-de-ibds","title":"Het Datavolwassenheidsmodel van de IBDS","text":"<p>Het datavolwassenheidmodel van de Interbestuurlijke Datastrategie (IBDS) kijkt naar hoe goed organisaties omgaan met data. Dit model is ook belangrijk voor kunstmatige intelligentie (AI), omdat data daar een grote rol speelt. Het model heeft een beslishulp datavolwassenheid waarmee bepaald kan worden hoe volwassen een organisatie is met data. IBDS biedt ook een gids met verschillende manieren om de datavolwassenheid in kaart te brengen.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/#innovatie-en-volwassenheid","title":"Innovatie en volwassenheid","text":"<p>Het gebruik van algoritmes wordt vaak gezien als een vorm van innovatie. Hoe kan AI helpen bij het ondersteunen van nieuwe idee\u00ebn en het vinden van nieuwe toepassingen? Een voorbeeld van een volwassenheidsmodel over innovatie is de Innovatie Maturity Scan van Innoveren met Impact.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/#mitre-ai-maturity-model-en-organizational-assessment-tool","title":"MITRE AI Maturity Model en Organizational Assessment Tool","text":"<p>Het AI Maturity Model en de bijbehorende Organizational Assessment Tool zijn ontwikkeld door de Amerikaanse organisatie MITRE. MITRE is een non-profitorganisatie en enigzins vergelijkbaar met het Nederlandse TNO. Dit volwassenheidsmodel onderscheidt een zestal pijlers in de AI volwassenheid van een organisatie en daarbij een vijftal volwassenheidsniveaus. Het volwassenheidsmodel en assessment zijn goed gedocumenteerd.</p> <p></p> <p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes\\@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-07-intern-toezicht/","title":"Richt een algoritmegovernance in met three lines of defence","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-07-intern-toezicht/#maatregel","title":"Maatregel","text":"<p>Richt een algoritmegovernance in met three lines of defence.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-07-intern-toezicht/#toelichting","title":"Toelichting","text":"<p>Een inrichting van algoritmegovernance die vaak wordt toegepast is het three lines of defence model:</p> <ul> <li>De eerste linie gaat over eigenaarschap, ontwikkeling, gebruik en risicobeheersing van algoritmes.</li> <li>De tweede linie identificeert, beoordeelt en rapporteert over risico\u2019s en het uitgevoerde gebruik algoritmes.</li> <li>De derde verdedigingslinie controleert de werking van de governance en betreft interne advisering en toetsing. </li> </ul> <p>Schuett (2022) presenteert het three lines of defence model als volgt:</p> <p></p> <p>Het toepassen van een 'three lines of defence' is slechts \u00e9\u00e9n aspect van het toepassen van algoritmegoverance. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-07-intern-toezicht/#voorbeelden","title":"Voorbeelden","text":"<p>Onder andere de UWV en de Gemeente Rotterdam hanteren dit model met drie linies. Bij de gemeente Rotterdam zijn bijvoorbeeld de drie lijnen ingevuld via de volgende rollen en verantwoordelijkheden: \u201cDe eerste lijn bestaat uit de proceseigenaren en de operationeel verantwoordelijken. Proceseigenaren zijn verantwoordelijk voor de gehele algoritmetoepassing en de operationeel verantwoordelijken voor de ontwikkeling. De tweede lijn is de algoritme expert, die een onafhankelijke toezicht- en adviestaak heeft. De derde lijn wordt volgens de stukken die gaan over de algoritme governance vervuld door Financial audit.\u201d (Rekenkamer Rotterdam, 2024) </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/","title":"Maak gebruik van beslismomenten  in de algoritmelevenscyclus","text":"<p>org-08OrganisatieverantwoordelijkhedenProjectleiderBeleid en adviesGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/#maatregel","title":"Maatregel","text":"<p>Maak gebruik van beslismomenten in de levenscyclus van een algoritme.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/#toelichting","title":"Toelichting","text":"<ul> <li>Algoritmegovernance kan op de levenscyclus aansluiten door 'gates' of controlepunten in te voeren. Deze gates bevatten belangrijke mijlpalen om te beoordelen of de juiste taken zijn uitgevoerd, of ethische afwegingen zijn geamaakt, of documentatie heeft plaatsgevonden en of akkoord is ingewonnen (go/no-go moment) bij de verantwoordelijke(n) om naar de volgende fase te mogen. </li> <li>Het is belangrijk om te weten dat toepassing van deze \u2018gates\u2019 niet altijd hetzelfde is. Dit kan namelijk verschillen afhankelijk van het type algoritme. </li> <li>Een hoog-risico-AI-systeem moet aan meer vereisten voldoen dan een niet impactvol algoritme. Een hoog-risico AI-systeem moet daarom binnen de gates worden getoetst op meer onderdelen dan een niet impactvol algoritme.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/#bronnen","title":"Bronnen","text":"<ul> <li>Hulpmiddel handelingsruimte waardevolle AI in de zorg ([presentatie](https://nlaic.com/wp-content/uploads/2022/06/04a.</li> <li>Hulpmiddel-Handelingsruimte-Waardevolle-AI-voor-gezondheid-en-zorg.pdf))(samenvatting) is beschikbaar via de NL AI Coalitie en Data voor gezondheid</li> <li>UWV Beleidsdocument model risico management, Modellevenscyclus (blz 21), 29 september 2021</li> <li>Lifecyclemanagement in het toetsingskader van de Algemene Rekenkamer nr (1.07) .</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/#risico","title":"Risico","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/#voorbeelden","title":"Voorbeelden","text":"<p>Hieronder volgen twee voorbeelden van hoe governance effectief kan worden ge\u00efntegreerd in de levenscyclus van algoritmen en AI-modellen:</p> <p>Ministerie VWS In de levenscyclus</p> <p>In het hulpmiddel handelingsruimte waardevolle AI in de zorg is tussen elke fase in de levenscyclus een \u2018gate\u2019 geplaatst. Tussen de afronding van een fase en de start van de daaropvolgende fase wordt een formele poort geplaatst. Om door deze poort te gaan, moet de voorgaande fase volledig zijn afgerond: vraagstukken dienen beantwoord te zijn, activiteiten uitgevoerd en aan interne en externe vereisten dient te zijn voldaan. Deze zaken kunnen in de vorm van documentatie aan de organisatie worden opgeleverd, waarna een gesprek of review kan plaatsvinden.</p> <p>Het vormgeven van deze overgangen geeft verantwoordelijke stakeholders binnen de organisatie een structuur om de ontwikkeling en inzet van algoritmen in elke fase te beoordelen en bij te sturen. De gezamenlijke kernvraag voor alle betrokkenen in de gates is: Geloven we dat de voordelen van de inzet (en ontwikkeling) van dit algoritme opwegen tegen eventueel te verwachten nadelen? En hoe gaan we om met deze dilemma's? Daarbij kunnen opvolgende fasen in de levenscyclus een eigen accentvraag kennen, zoals \u201cIs het beoogde algoritme wenselijk?\u201d in de probleemanalyse fase tot \u201cLevert het algoritme nog de waarde op die we beogen?\u201d tijdens de monitoring- en beheerfase.</p> <p></p> <p>Voorbeeld: Het UWV</p> <p>In haar modellevenscyclus [^3] maakt het UWV gebruik van een gelaagdheid in de \u201cgates\u201d door gebruik te maken van een zachte en harde knip tussen de opvolgende fasen. Enerzijds is er een zachte knip voorzien door aan het eind van elke fase de mogelijkheid te laten om een stap terug te zetten in de levenscyclus. Mocht het onduidelijk zijn wat de beoogde voordelen zijn ten opzichte van de nadelen, of er onvoldoende invulling gegeven is aan de vereisten/activiteiten, dan kan het algoritme of AI-model ontwikkelproces bij een zachte knip een stap terugnemen in de levenscyclus. Anderzijds zijn er 4 harde grenzen in de levenscyclus aangebracht waarin formele vereisten aan het ontwikkeltraject worden opgelegd.</p> <p></p> <p>Voorbeeld: BD (Analytische en Cognitieve Technologie - CoE Cognitieve Oplossingen)</p> <p>Enkele ervaringen m.b.t. levencyclus: Plot sleutelmomenten en mijlpaal momenen in die nodig zijn om het proces te kunnen laten werken en bepaal de requirements die daarmee samenhangen. Richt als eerste een basis (b.v. voor low risk) de AI-governance in op operationeel niveau, implementeer deze basis en stel gaandeweg/ondertussen op basis van o.a. best practices de requirements op naar de \"wereld\" er om heen (tactisch en strategisch niveau). </p> <p></p> <p>Voorbeeld: Algoritmeprocesmodel Ministerie van Defensie</p> <p>Het Ministerie van Defensie heeft een \"algoritmeprocesmodel\" ontwikkeld. Op level 1 is het een levenscyclus zoals ook in het Algoritmekader. Op level 2  wordt ingegaan op de rollen en verantwoordelijkheden. Op level 3 zijn ook formulieren om op specifieke momenten in de AI-levenscyclus de juiste documentatie op te leveren. N.B.: Defensie heeft dit ingericht in Sharepoint, waardoor verantwoordelijken te koppelen zijn aan activiteiten in de levenscyclus.</p> <p></p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/","title":"Richt algoritmegovernance op basis van de risicoclassificatie van algoritmes.","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/#maatregel","title":"Maatregel","text":"<p>Richt algoritmegovernance in op basis van de risicoclassificatie van algoritmes.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/#toelichting","title":"Toelichting","text":"<ul> <li>Er is een verschil in de vereisten die van toepassing zijn op type algoritmes. Dit is mede afhankelijk van de risioclassificatie en de impact van het algoritme op betrokkenen.</li> <li>Zo zullen op basis van de AI-verordening meer vereisten moeten worden nageleefd bij hoog-risico AI-systemen, dan voor een AI-systeem met een beperkt risico. </li> <li> <p>Dit betekent dat algoritmegovernance uitgebreider moet zijn voor de risicovollere, complexere toepassingen dan voor de eenvoudige, niet-risicovolle toepassingen.</p> </li> <li> <p>Stel daarom tijdig vast om welk type algoritme het gaat en welke vereisten hiervoor gelden. Dat draagt eraan bij dan alleen wordt gefocust op het realiseren van de vereisten waar daadwerkelijk aan moet worden voldaan. Dit zorgt ervoor dat projecten sneller kunnen worden gerealiseerd.</p> </li> <li>Let op dat niet enkel naar de AI-verordening wordt gekeken. Ook op impactvolle algoritmes die niet vallen onder het bereik van de AI-Verordening zijn ook vereisten van toepassing, en moet algoritmegovernance op worden toegepast.</li> <li>Is algoritmegovernance nieuw bij jouw organisatie, dan kan het helpen om een use-case met beperkt risico grondig te doorlopen om hiervan te leren.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/#bronnen","title":"Bronnen","text":"Bekijk alle vereisten <p>Geen vereisten beschikbaar voor deze maatregel.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/#risico","title":"Risico","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/#voorbeelden","title":"Voorbeelden","text":"<p>De gemeente Rotterdam kiest ervoor om de algoritmegovernance alleen in te zetten bij hoog-risico AI-toepassingen.  Deze risicoclassificatie volgt de AI-Verordening. Voor laag-risico toepassingen geldt de standaard governance van de gemeente: de informatiebeveiligings- en privacy governance (Kleur Bekennen, Rekenkamer Rotterdam, 2024, p.71). Tabel 1 geeft inzicht in verschillende typen algoritmen en AI-toepassingen. De afbeelding uit hetzelfde rapport geeft een flowchart van hoe de governance anders is afhankelijk van de risico-categorie. </p> <p></p> <p>In dit voorbeeld is ook het principe gehanteerd dat naast hoog-risico volgens de AI-verordening, bij ieder algoritme aan de hand van een drietal vragen moet worden besloten of een uitgebreidere algoritmegovernance nodig is. * Is de werking van het algoritme niet volledig \u00e9n beknopt uit te leggen aan een gemiddelde Rotterdammer? * Ontbreekt er een menselijke beoordeling voordat de uitkomst van het algoritme in de praktijk wordt gebracht door middel van een concrete handeling van de gemeente? * Is het voorstelbaar dat de algoritmetoepassing uitmondt in een onrechtvaardige handeling van de gemeente tegen burgers of bedrijven</p> <p>Kijk zelf goed wat passend is voor jouw organisatie. </p> <p>Voorbeeld BD (Analytische en Cognitieve Technologie | CoE Cognitieve Oplossingen): * Richt als eerste een basis (b.v. voor low risk) algoritmegovernance in op operationeel niveau, implementeer deze basis en stel gaandeweg/ondertussen op basis van o.a. best practices de requirements op naar de \"wereld\" er om heen (tactisch en strategisch niveau). </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/","title":"Taken en verantwoordelijkheden zijn toebedeeld in de algoritmegovernance","text":"<p>org-10OrganisatieverantwoordelijkhedenProjectleiderBeleid en adviesGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/#maatregel","title":"Maatregel","text":"<p>Taken en verantwoordelijkheden zijn toebedeeld in de algoritmegovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/#toelichting","title":"Toelichting","text":"<ul> <li>Bij het vormgeven van een doeltreffende algoritmegovernance is het beleggen van expliciete taken en verantwoordelijkheden cruciaal.</li> <li>Het beleggen van deze taken en verantwoordelijkheden zorgt voor een actiegerichte structuur waarin duidelijkheid bestaat over wie wanneer aan zet is.</li> <li>Denk hierbij aan het opstellen van een RACI-matrix en pas dit binnen de organisatie toe per risicoclassificatie voor algoritmes. </li> <li>Rollen en verantwoordelijkheden kunnen worden gekoppeld aan de vereisten en maatregelen die moeten worden gerealiseerd in de verschillende fasen van de levenscyclus van een algoritme.</li> <li>Organisaties zullen zelf moeten beoordelen welke taken en verantwoordelijkheden ze willen koppelen aan de beschikbare (of nieuwe) rollen binnen hun organisaties.  </li> <li>Zie hieronder een mogelijk voorbeeld van hoe dit eruit kan zien. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/#bronnen","title":"Bronnen","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/#risico","title":"Risico","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/#voorbeelden","title":"Voorbeelden","text":"<p>Three lines of defence - diverse organisaties</p> <p>Het three lines of defence model dat zowel de gemeente Rotterdam als het UWV hanteert biedt hiervoor handvatten. De essentie van dit model is het scheiden van drie niveau\u2019s in verantwoordelijkheden om effectieve governance mogelijk te maken. Daarnaast wordt in veel governance structuren een RACI model opgesteld om rollen en verantwoordelijkheden expliciet te maken. </p> <p>RACI matrix - diverse organisaties</p> <p>RACI is de afkorting voor Responsible (Verantwoordelijk \u2013 uitvoerder van de taak), Accountable (Aanspreekbaar \u2013 eigenaar van de taak), Consulted (Geconsulteerd) en Informed (Ge\u00efnformeerd). De gemeente Rotterdam heeft de interactie tussen rollen/verantwoordelijkheden van algoritme/AI governance en de volledige datamanagement structuur in een RACI model vormgegeven (Bron: Kleur bekennen rekenkamer Rotterdam). Wees bewust dat iedere organisatie anders is, en waarschijnlijk op een andere RACI-matrix uitkomt. </p> <p></p> <p>Niet alles town down vast te leggen - CoE Belastingdienst</p> <p>Het te regide vastleggen van functies en bijbehorende taken en verantwoordelijkheden kan nadelen hebben. Een team bij de belastingdienst (Analytische en Cognitieve Technologie | CoE Cognitieve Oplossingen) heeft ervaren dat het definieren van werkpakketten in plaats van uitwerkte functies beter werkt. Alles dient belegd te zijn, maar alles op microniveau vastleggen is vaak niet te doen zonder in de praktijk te staan, en kan avenrechts werken. Wees als algoritmegovernance nog nieuw is zeker in het begin bewust dat inrichting altijd beter kan; ga grondig maar ook flexibel te werk.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/","title":"Maak afspraken over het beheer van gebruikers","text":"<p>org-11OrganisatieverantwoordelijkhedenProjectleiderBeleid en adviesTechnische robuustheid en veiligheidGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/#maatregel","title":"Maatregel","text":"<p>Richt gebruikersbeheer in, waarmee bepaald wordt wie toegang heeft tot wat, en wat er bijvoorbeeld gebeurt bij indiensttreding, functiewijziging en uitdiensttreding.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/#toelichting","title":"Toelichting","text":"<p>Gebruikersbeheer zorgt ervoor dat accounts en autorisaties beheerst worden aangevraagd, geautoriseerd, gewijzigd en ingetrokken bij indiensttreding, functiewijziging en uitdiensttreding. Ook wordt functievermenging voorkomen bij toegang en gebruik van het algoritme, de data of de uitkomsten van een algoritme.</p> <p>Bij het inrichten van gebruikersbeheer moeten aan de volgende elementen worden gedacht:</p> <ul> <li>Gebruikers en beheerders krijgen slechts toegang tot functionaliteit die zij uit hoofde van hun functie nodig hebben (need to know, need to use). Daartoe is een beschrijving beschikbaar welke rollen en rechten per applicatie bij een functie horen (BIO 6.1.2, 9.2.2 en 9.4).</li> <li>Het verlenen en muteren van accounts en toegangsrechten vindt plaats na goedkeuring door een bevoegde functionaris. Dit aan de hand van een actueel mandaatregister waaruit blijkt welke personen beslissende bevoegdheden hebben voor het verlenen van een bepaald type (niveau) toegangsrechten danwel functieprofielen (BIO 9.2.1.2, 9.2.2.1, 9.4).</li> <li>Er bestaat functiescheiding tussen het aanvragen, autoriseren en doorvoeren van wijzigingen in gebruikersaccounts en toegangsrechten (BIO 9.2.1.2, 9.2.2.1, 9.2.3).</li> <li>Functiewijzigingen en uitdiensttredingen worden bewaakt voor aanpassen van de toegangsrechten en voor intrekken van de identiteits- en authenticatiemiddelen (BIO 9.2.2, 9.2.6).</li> <li>Het aantal accounts met verhoogde rechten is beperkt en verklaard, en staat in logische verhouding tot de beheerders en of ICT-afdeling (BIO 9.1.2.(1), 9.2.3, 9.2.4).</li> <li>Gebruikersaccounts en beheeraccounts dienen altijd persoonsgebonden en verklaard te zijn, zodat handelingen altijd te herleiden zijn naar \u00e9\u00e9n verantwoordelijke (BIO 9.1, 9.4.2).</li> <li>Eindgebruikers hebben geen directe toegang tot de onderliggende componenten (zoals de database) (BIO 9.2.3, 13.1.3).</li> <li>Toegangsrechten op onderliggende componenten dienen periodiek, minimaal jaarlijks, ge\u00ebvalueerd te worden. Dit interval dient te zijn beschreven in het toegangsbeleid en zijn bepaald op basis van het risiconiveau. De uitkomsten van de evaluatie en de opvolging daarvan worden vastgelegd (BIO 9.2.5).</li> </ul> <p>Voor deze maatregelen is het van belang om aandacht te hebben voor de volgende zaken:</p> <ul> <li>Autorisatiematrix en beschrijving rollen/rechten per systeem(laag)</li> <li>Lijst met wijzigingen rollen en bijbehorende goedkeuringen</li> <li>Overzicht aantallen en rechten per (systeem)laag</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/#risico","title":"Risico","text":"<p>Er bestaan meerdere risico's wanneer er geen gebruikersbeheer is: - Toegangsrechten kunnen niet meer up-to-date zijn, bijvoorbeeld wanneer er geen rekening wordt gehouden met het IDU-proces (). Er bestaat dan het risico dat gebruikers toegang tot de omgeving van het algoritme, de data of de uitkomsten van het algoritme hebben die zij niet zouden mogen hebben. - Wanneer functievermenging niet wordt voorkomen bij toegang en gebruik van het algoritme, bestaat het risico dat er ongeautoriseerde wijzigingen worden doorgevoerd aan het algoritme, de data of de uitkomsten van het algoritme. - Wanneer gebruik wordt gemaakt van generieke-, groeps- of onpersoonlijke accounts, bestaat het risico dat handelingen niet te herleiden zijn naar een verantwoordelijke persoon.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/#bronnen","title":"Bronnen","text":"<ul> <li>Baseline Informatiebeveiliging Overheid</li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, IB.10 t/m IB.17</li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 4.01, 4.02, 4.04, 4.05</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/","title":"Controleer en verbeter regelmatig de kwaliteit van het algoritme","text":"<p>org-12OrganisatieverantwoordelijkhedenMonitoring en beheerProjectleiderBeleid en adviesGovernanceMenselijke controle</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/#maatregel","title":"Maatregel","text":"<p>Richt een proces in voor een periodieke evaluatie van de kwaliteit van het algoritme.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/#toelichting","title":"Toelichting","text":"<ul> <li>Het is van belang dat een proces wordt ingericht waarmee periodiek de kwaliteit van algoritmes wordt ge\u00ebvalueerd.</li> <li>Bij kwaliteit van een algoritme kan worden gedacht aan doeltreffenheid, doelmatigheid, betrouwbaarheid en accuraatheid (geschiktheid), non-discriminatie en menselijke controle.</li> <li>Hieronder vallen het analyseren en evalueren van ingediende klachten en incidenten.</li> <li>Hieronder vallen ook het analyseren evalueren van besluiten door of aan de hand van het algoritmen.</li> <li>Na verloop van tijd kan de accuraatheid van machine learning modellen bijvoorbeeld wijzigen of kan het gebeuren dat bepaalde groepen (indien van toepassing) anders worden behandeld.</li> <li>Het is van belang dat monitoringsactiviteiten worden ingericht om deze kwaliteitsaspecten tijdig te beoordelen.</li> <li>Als er ongewenste wijzigingen plaatsvinden met betrekking tot de kwaliteit, moeten die worden ge\u00ebvalueerd en zullen maatregelen moeten worden getroffen om deze te herstellen.</li> <li>Het proces moet er voor zorgen dat de juiste experts of stakeholders worden betrokken bij het proces van evaluatie en het treffen van passende maatregelen.</li> </ul> <p>Let op! Sommige maatregelen in het Algoritmekader gaan dieper in op het uitvoeren van risicoanalyses. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/#risico","title":"Risico","text":"<p>Zonder evaluatie van de kwaliteit van het algoritme is er geen goede sturing, beheersing en verantwoording mogelijk als er ongewenste wijzigingen plaatsvinden in het algoritme of AI-systeem. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Algoritmes Auditdienst Rijk, SV.15, SV.16, SV.17 </li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 1.08</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/#voorbeeld","title":"Voorbeeld","text":"<p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/","title":"Maak afspraken over het beheer van wachtwoorden","text":"<p>org-13OrganisatieverantwoordelijkhedenProjectleiderOntwikkelaarTechnische robuustheid en veiligheidGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/#maatregel","title":"Maatregel","text":"<p>Richt wachtwoordbeheer in, waarmee bepaald wordt hoe wachtwoorden worden opgeslagen, wanneer wijzigingen moeten plaatsvinden en waaraan wachtwoorden moeten voldoen. Hiermee wordt de toegang tot bijvoorbeeld ontwikkelomgevingen geregeld op een veilige manier.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/#toelichting","title":"Toelichting","text":"<p>Bij het inrichten van wachtwoordbeheer moeten de volgende zaken worden toegepast:</p> <ul> <li>Alle wachtwoorden van gebruikers en beheerders dienen periodiek te worden gewijzigd, met een maximum van 1 jaar (BIO 9.4.3). Initi\u00eble wachtwoorden en wachtwoorden die gereset zijn, hebben een maximale geldigheidsduur van 24 uur en moeten bij het eerste gebruik worden gewijzigd.</li> <li>Voor toegang vanuit een onvertrouwde omgeving dient twee-factor authenticatie te worden gebruikt (BIO 9.4.2.1). Als er geen gebruik wordt gemaakt van two-factor authenticatie, is de wachtwoordlengte minimaal 8 posities en complex van samenstelling. In situaties waar geen two-factor authenticatie mogelijk is, wordt minimaal halfjaarlijks het wachtwoord vernieuwd.</li> <li>Na een periode van maximaal 15 minuten inactiviteit dient de toegang tot de applicatie te worden vergrendeld en na 10 foutieve inlogpogingen dient het account geblokkeerd te worden (BIO 11.2.9, BIO 9.4.3). De tijdsduur dat een account wordt geblokkeerd na overschrijding van het aantal keer foutief inloggen is vastgelegd.</li> <li>Wachtwoorden mogen niet in originele vorm (plaintext) worden opgeslagen, maar dienen versleuteld te worden. (NIST 5.1.1.2)</li> <li>De eisen aan wachtwoorden moeten geautomatiseerd worden afgedwongen.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/#risico","title":"Risico","text":"<p>Als het wachtwoordbeheer van onvoldoende kwaliteit is, kan oneigenlijke toegang plaatsvinden tot het algoritme of uitkomsten van het algoritme, bijvoorbeeld doordat het wachtwoord te eenvoudig is.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/#bronnen","title":"Bronnen","text":"<ul> <li>Baseline Informatiebeveiliging Overheid</li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, IB.6 t/m IB.9</li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 4.03</li> <li>NIST 5.1.1.2</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/","title":"Maak afspraken over het wijzigen van de code","text":"<p>org-14OrganisatieverantwoordelijkhedenProjectleiderOntwikkelaarTechnische robuustheid en veiligheidGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/#maatregel","title":"Maatregel","text":"<p>Richt een wijzigingenproces in, waarmee bepaald wordt hoe codewijzigingen plaatsvinden.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/#toelichting","title":"Toelichting","text":"<p>Bij het inrichten van een proces om wijzigingen aan de code te mogen aanbrengen, kunnen aan de volgende elementen worden gedacht:</p> <ul> <li>Wijzigingen dienen van te voren te worden geautoriseerd door de systeemeigenaar of product owner. (BIO 12.1.2)</li> <li>Wijzigingen worden getest in een andere omgeving dan de productieomgeving. (BIO 12.1.4, 14.2.3, 14.2.9, 14.3.1)</li> <li>Wijzigingen worden door de systeemeigenaar of product owner goedgekeurd op basis van gedocumenteerde testresultaten en pas daarna doorgevoerd in de productieomgeving. (BIO 12.1.2, 14.2.2, 14.2.9)</li> <li>Er dient functiescheiding te zijn ingericht tussen het aanvragen, goedkeuren en doorvoeren van wijzigingen om onbevoegde en onbedoelde wijzigingen te beperken. (BIO 6.1.2, 14.2.2)</li> <li>Er dient periodiek controle plaats te vinden op wijzigingen aan het systeem, zodanig dat oneigenlijke wijzigingen worden gesignaleerd. (BIO 9.4.4, 12.4.1)</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/#risico","title":"Risico","text":"<p>Als een formeel wijzigingenproces ontbreekt bestaat het risico van ongeautoriseerde toegang, wijziging of beschadiging van de code van het algoritme, of de uitkomsten van het algoritme.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/#bronnen","title":"Bronnen","text":"<ul> <li>Baseline Informatiebeveiliging Overheid</li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, IB.1 t/m IB.5</li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 4.07 </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/","title":"Stel een protocol vast voor de situatie dat er (een vermoeden van) discriminatie door een algoritme is geconstateerd en pas dit wanneer nodig toe.","text":"<p>imp-10OrganisatieverantwoordelijkhedenImplementatieProjectleiderBeleid en adviesBias en non discriminatie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/#maatregel","title":"Maatregel","text":"<p>Stel een protocol vast voor de situatie dat er (een vermoeden van) discriminatie door een algoritme is geconstateerd en pas dit wanneer nodig toe.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/#toelichting","title":"Toelichting","text":"<p>De inzet van algoritme kan onbedoeld leiden tot discriminerende effecten.  Het is van belang om als organisatie een protocol te hebben vastgesteld waarin is uitgewerkt hoe wordt omgegaan met situaties waarin (een vermoeden van) discriminatie door een algoritme is geconstateerd. In een dergelijk protocol kunnen de handelingen worden beschreven die moeten worden uitgevoerd om deze situatie te gaan herstellen. Het vaststellen van een dergelijk protocol geeft ontwikkelaar en gebruikers (vooraf) duidelijkheid wat van hen wordt verwacht en wat zij kunnen doen om discriminatie door algoritmes te voorkomen. Een voorbeeld hiervan is het analyseren van de data op datakwaliteit en bias in de data en toets regelmatig je algoritmisch systeem op bias. </p> <p>Het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties heeft een discriminatieprotocol opgesteld wat organisaties handvatten biedt.</p> <p>Een discriminatieprotocol kan de volgende stappen bevatten:</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/#stap-1-vermoeden-van-onrechtmatigheid","title":"Stap 1: Vermoeden van onrechtmatigheid","text":"<p>Een vermoeden van bevooroordeeldheid of discriminatie kan vanuit verschillende partijen gemeld worden.  Signalen hiervoor kunnen worden ontvangen vanuit de interne organisatie, bijvoorbeeld door de betrokken ontwikkelaars, gebruikers of beheerders, of door externe partijen, zoals belanghebbenden, toezichthouder, journalisten. </p> <ul> <li>Zorg dat signalen tijdig bij de goede medewerkers terecht komen. </li> <li>Indien er sprake is van zo'n vermoeden, zorg je dat bijvoorbeeld de uitvoerend directeur, de interne toezichthouder en/of de CIO en CDO hierover worden ge\u00efnformeerd. </li> <li>Maak met de verantwoordelijken een afweging of het betreffende systeem in werking kan blijven of dat bijvoorbeeld het noodplan voor het stopzetten van het algoritme (tijdelijk) in gang moet worden gezet. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/#stap-2-inzicht-en-overzicht","title":"Stap 2: Inzicht en overzicht","text":"<p>Het is van belang om inzicht en overzicht te krijgen over de oorzaak en de gevolgen van eventuele discriminerende effecten van het algoritme.  Daarvoor kan worden gedacht aan het uitvoeren van een bias analyse.</p> <ul> <li>Bepaal wie er verantwoordelijk is voor het uitvoeren van het onderzoek.</li> <li>Bepaal of je een onafhankelijk onderzoek wilt doen naar het algoritme.</li> <li>Breng in kaart wat de omvang van het probleem is. Hoe lang doet het probleem zich al voort, en hoeveel mensen betreft het?</li> <li>Ga snel met (vertegenwoordigers van) gedupeerden in gesprek over de gevolgen en de mogelijke schade</li> <li>Trek een conclusie of er sprake is van discriminatie, of een sterk vermoeden van discriminatie. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/#stap-3-beperken-schade","title":"Stap 3: Beperken schade","text":"<p>Bepaal welke mitigerende maatregelen er genomen moeten worden. Als er in het onderzoek is vastgesteld dat er sprake is van discriminatie, dan moet het betreffende systeem worden stopgezet. Hierbij kan je denken aan:</p> <ul> <li>Het in werking stellen van het het noodplan voor het stopzetten van het algoritme, indien dat in stap 1 nog niet gebeurd is. </li> <li>Aanpassingen in het algoritme, de werkinstructies of de bijbehorende processen.</li> <li>Indien het algoritme essentieel is in de uitvoer kan er sprake zijn van een een proportionaliteitsvraagstuk. In dat geval moet er worden bezien wat de alternatieven zijn, en of er delen van het systeem kunnen worden uitgeschakeld.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/#stap-4-melden-en-informeren","title":"Stap 4: Melden en informeren","text":"<p>De conclusies van de eerdere stappen moeten, indien nodig, worden gemeld bij de betreffende instanties. De eventuele gedupeerde burgers dienen te worden ge\u00efnformeerd over de gevolgen.</p> <ul> <li>Als er sprake is van een hoog-risico-AI-systeem moeten ernstige incidenten worden gemeld bij de markttoezichtautoriteiten. Zie artikel 73 van de AI-verordening en artikel 3 (49.c) van de AI-verordening.</li> <li>Voor alle algoritmes geldt: Informeer de interne toezichthouder, de externe toezichthouder en de politiek, afhankelijk van hoeveel mensen geraakt en gedupeerd zijn en de impact. </li> <li> <p>Informeer de betrokken burgers over de sitatie. Maak indien nodig excuses en geef de mensen die (mogelijk) geraakt zijn uitleg zodat zij:</p> <ul> <li>begrijpen wat er is gebeurd</li> <li>weten wat de waarschijnlijke gevolgen zijn</li> <li>welke mitigerende maatregelen zijn genomen</li> <li>waar mensen terecht kunnen met vragen</li> <li>op de hoogte zijn van het proces rondom de afhandeling van de schade.</li> </ul> </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/#stap-5-registratie-en-afhandeling","title":"Stap 5: Registratie en afhandeling","text":"<ul> <li>Registreer het algoritme in het algoritmeregister, indien dat nog niet gebeurd is.</li> <li>Zorg voor goede klachtenafhandeling en herstelprocedures. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/#bronnen","title":"Bronnen","text":"<ul> <li>Discriminatieprotcol van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/#voorbeeld","title":"Voorbeeld","text":"<p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/","title":"Beschrijf het probleem dat het algoritme moet oplossen","text":"<p>pba-01ProbleemanalyseProjectleiderGovernanceTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/#maatregel","title":"Maatregel","text":"<p>Formuleer en documenteer wat de aanleiding is om een algoritme in te willen zetten.  Formuleer duidelijk de probleemdefinitie en probleemafbakening waarvoor het algoritme een oplossing zou moeten vormen. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/#toelichting","title":"Toelichting","text":"<p>Formuleer de probleemdefinitie en probleemafbakening zo concreet en precies mogelijk. Maak dit waar mogelijk kwantificeerbaar. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/#risico","title":"Risico","text":"<p>Het algoritme dient niet het onderliggende probleem.  Zonder eenduidigheid over het op te lossen probleem is geen sturing op en verantwoording over het algoritme mogelijk. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/#bronnen","title":"Bronnen","text":"<ul> <li>Impact Assessment Mensenrechten en Algoritmes, 1.01</li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, SV.1</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/","title":"Beschrijf het doel van het algoritme","text":"<p>pba-02ProbleemanalyseProjectleiderGovernanceTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/#maatregel","title":"Maatregel","text":"<p>Het doel en de eventuele subdoelen van het algoritme moeten zo specifiek mogelijk zijn geformuleerd, en waar mogelijk gekwantificeerd.  Maak de consequenties van het algoritme specifiek en zorg dat het doel van het algoritme formeel is vastgesteld en vastgelegd. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/#toelichting","title":"Toelichting","text":"<ul> <li> <p>Het doel van de inzet van een algoritme dient zo concreet en specifiek mogelijk gedefinieerd te worden.  Indien er meerdere doelen zijn, is het belangrijk om een zekere rangorde te maken: wat zijn de belangrijkste doelen? En waarom? Welke doelen zijn subdoelen, waarvoor het minder belangrijk is om deze te realiseren?</p> </li> <li> <p>Indien mogelijk, dienen de doelstellingen gekwantificeerd te worden (SMART). </p> </li> <li> <p>Om te zorgen voor voldoende draagvlak voor de beoogde doelen, is het noodzaak om voldoende belanghebbenden te betrekken.  Hierbij kan het ook helpen om burgers te betrekken bij de totstandkoming van de doelstellingen, bijvoorbeeld door middel van een burgerpanel of het betrekken van belangengroepen. </p> </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/#risico","title":"Risico","text":"<p>Het algoritme dient niet het beoogde doel en onderliggend probleem.  Zonder eenduidigheid over het doel is geen sturing op en verantwoording over het algoritme mogelijk.  Er is dan een groter risico op fouten en/of verschillen in interpretatie. </p> <p>Wanneer doelstellingen niet meetbaar zijn gemaakt, is het onmogelijk om achteraf te kwantificeren of de doelstellingen zijn behaald.  Doelstellingen zijn in dat geval moeilijk bespreekbaar.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/#bronnen","title":"Bronnen","text":"<ul> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 1.01, 1.02</li> <li>Impact Assessment Mensenrechten en Algoritmes, 1.2</li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, SV.3</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/","title":"Beschrijf waarom een algoritme het probleem moet oplossen","text":"<p>pba-03ProbleemanalyseProjectleiderGovernanceMenselijke controle</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/#maatregel","title":"Maatregel","text":"<p>Bepaal en documenteer waarom het gewenst of nodig is om een algoritme in te zetten om het probleem te kunnen aanpakken. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/#toelichting","title":"Toelichting","text":"<ul> <li> <p>Bepaal waarom het gewenst of nodig is om een algoritme in te zetten, en of er ook alternatieven zijn om het probleem op te lossen.  Documenteer de onderbouwing waarom een algoritme een betere oplossing zou bieden dan een niet-geautomatiseerd of niet-digitaal proces. </p> </li> <li> <p>Maak een bewuste afweging of een algoritme het juiste middel is om het probleem op doelmatige en doeltreffende wijze op te lossen, en documenteer deze afweging.</p> </li> <li> <p>Beoordeel of de gewenste oplossing is toegestaan op grond van de AI-Verordening. </p> </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/#risico","title":"Risico","text":"<p>Het algoritme is niet het juiste middel om het probleem op te lossen. Het risico daarbij bestaat dat het probleem niet wordt opgelost. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/#bronnen","title":"Bronnen","text":"<ul> <li>Impact Assessment Mensenrechten en Algoritmes, 1.01</li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, SV.2</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/","title":"Overleg regelmatig met belanghebbenden","text":"<p>pba-04ProbleemanalyseOntwerpImplementatieProjectleiderGovernanceFundamentele rechten</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/#maatregel","title":"Maatregel","text":"<p>Breng in kaart welke belanghebbenden er zijn en betrek hen op verschillende momenten in de levenscyclus.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/#toelichting","title":"Toelichting","text":"<p>Het betrekken van belanghebbenden is van belang in bijna alle fasen van de levenscyclus. Belanghebbenden zijn onder meer eindgebruikers, mensen en rechtspersonen die door het algoritme geraakt kunnen worden en vertegenwoordigende organisaties.</p> <p>In de fase van de probleemanalyse is het allereerst van belang in kaart te brengen welke stakeholders er zijn. Wie gaan bijvoorbeeld werken met het algoritme (eindgebruikers)? En welke demografie\u00ebn worden geraakt door een algoritme? Bij wie liggen de voordelen en bij wie liggen de nadelen? Ga in gesprek met deze belanghebbenden - al dan niet vertegenwoordigd door belangenorganisaties zoals burgerrechtenorganisaties - over het te ontwerpen algoritme en de context waarin het gebruikt wordt. Zij kunnen waardevolle inzichten en wensen delen, wat kan bijdragen aan een betere werking van het algoritme. </p> <p>Enkele voorbeelden hierbij zijn: - Het betrekken van burgers bij het ontwerpen van een algoritme in de ontwerpfase.  - Het bespreken welke definitie en metriek van fairness past bij de context met de proceseigenaar en een ethicus. - Het betrekken van domeinexperts in de fase van dataverkenning en datapreparatie, om zo in kaart te brengen wat de data features betekenen en waar zij vandaan komen. - Het betrekken van eindgebruikers bij het ontwikkelen en het implementeren van het algoritme. - Het betrekken van belanghebbenden bij het monitoren en evalueren van het algoritme. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/#bronnen","title":"Bronnen","text":"<ul> <li>Toetsingskader Algemene Rekenkamer 2.12</li> <li>Ethics Guidelines for Trustworthy AI</li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, SV.10 </li> <li>Framework for Meaningful Engagement</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/#risico","title":"Risico","text":"<p>Het niet betrekken van belanghebbenden bij de ontwikkeling en het gebruik van algoritmes, kan ertoe leiden dat belangrijke inzichten of perspectieven niet worden verwerkt en het algoritme onjuist gaat functioneren. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/#voorbeeld","title":"Voorbeeld","text":"<p>Er zijn veel verschillende methoden om belanghebbenden te betrekken. Zo kan je bijvoorbeeld werken met persona\u2019s of \u2018empathy maps\u2019 maken. Ook kan je focusgroepen houden. Denk dan bijvoorbeeld aan een burgerpanel.</p> <p>Andere methoden zijn: Methodologie van Waag, Civic AI lab, Stakeholder escalation ladder.</p> <p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/","title":"Beschrijf de wettelijke grondslag voor de inzet van het algoritme","text":"<p>pba-05ProbleemanalyseJuristGovernanceTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/#maatregel","title":"Maatregel","text":"<p>Beschrijf de wettelijke grondslag voor de inzet van het algoritme en de beoogde besluiten die genomen zullen worden op basis van het algoritme.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/#toelichting","title":"Toelichting","text":"<ul> <li>Analyseer of er een concrete wettelijke grondslag is die de inzet van het algoritme mogelijk maakt en deze inzet voldoende voorzienbaar maakt. </li> <li>Als de verwachting is dat een algoritme tot gevolg heeft dat wordt ingegrepen in het leven of de vrijheid van mensen, en zeker als de verwachting is dat er grondrechten worden geraakt, moet er een wettelijke grondslag bestaan voor de inzet van het algoritme.</li> <li>Voor het verwerken van persoonsgegevens is een wettelijke grondslag noodzakelijk. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Auditdienst Rijk, SV.7, PRI.6</li> <li>Impact Assessment Mensenrechten en Algoritmes, 1.4</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/#risico","title":"Risico","text":"<p>Het algoritme en beoogde besluiten voldoen niet aan wet- en regelgeving en intern beleid en kaders.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/#voorbeeld","title":"Voorbeeld","text":"<p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/","title":"Beschrijf de rollen en verantwoordelijkheden voor het ontwikkelen en gebruiken van algoritmes","text":"<p>owp-01OntwerpImplementatieMonitoring en beheerProjectleiderGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/#maatregel","title":"Maatregel","text":"<p>Beschrijf de rollen en verantwoordelijkheden voor het ontwikkelen en gebruiken van algoritmes. De rollen en verantwoordelijkheden worden vastgesteld door de verantwoordelijke(n).</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/#toelichting","title":"Toelichting","text":"<p>Een re\u00ebel risico is dat bepaalde groepen en belanghebbenden over het hoofd worden gezien tijdens het ontwikkelproces van een algoritme. Daarom is het noodzakelijk om al vroeg in kaart te brengen welke groepen allemaal een mening over het beoogde algoritme kunnen hebben.</p> <p>Duidelijkheid en borging van rollen en verantwoordelijkheden zorgen voor een effectief en verantwoord verloop van het proces rondom de ontwikkeling, inkoop en gebruik van een algoritme.  Zeker wanneer ongewenste effecten optreden en maatregelen nodig zijn, is duidelijkheid over rollen, verantwoordelijkheden en bijbehorende besluitvormingsstructuren van belang.</p> <p>Om deze reden kan het handig zijn om een matrix van belanghebbenden op te stellen. Deze matrix kan in verdere fases helpen wanneer belanghebbenden betrokken moeten worden. In deze matrix kunnen de volgende onderdelen staan: </p> <ul> <li>Per belanghebbende een beschrijving van wie deze groep is </li> <li>Mate van invloed van belanghebbende op het algoritme: wie, wanneer in de levenscyclus zorgt voor passende menselijke controle</li> <li>Impact van algoritme op de belanghebbende </li> <li>Risico\u2019s voor belanghebbende (wat zal de belanghebbende merken als het algoritme eventueel niet naar behoren functioneert).  </li> </ul> <p>Een RACI-matrix/VERI-matrix is een passend middel om de verantwoordelijkheden (Responsible/Verantwoordelijk, Accountable/Eindverantwoordelijk, Consulted/Geraadpleegd, Informed/Ge\u00efnfomeerd) te bepalen. Werk specifieke, gevoelige activiteiten nader uit te in concrete taken en verantwoordelijkheden, bijvoorbeeld welke stappen moeten worden gezet om data veilig te leveren ten behoeve van een onderzoek naar onbwuste vooringenomenheid.  </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/#vaststellen-van-rollen-en-verantwoordelijkheden","title":"Vaststellen van rollen en verantwoordelijkheden","text":"<ul> <li>Laat de rollen en verantwoordelijkheden vaststellen door de verantwoordelijke(n). Het doel van vaststelling is dat de verantwoordelijke(n) de verantwoordelijkheid neemt en actief een keuze maakt om het algoritme te (laten) ontwikkelen of gebruiken op de beoogde wijze en met de bijbehorende verantwoordelijkheden. Met het vaststellen worden afspraken geformaliseerd. </li> <li>Vaststelling van de verantwoordelijkheden kan plaatsvinden door beleidsdocumenten, werkinstructies, verwerkersovereenkomst of een PIA/DPIA, mits de verantwoordelijkheden voldoende duidelijk zijn beschreven.</li> <li>Gedurende de levenscyclus kan het voorkomen dat rollen en verantwoordelijkheden opnieuw moet worden beschreven en vastgesteld.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/#verwerking-van-persoonsgegevens","title":"Verwerking van persoonsgegevens","text":"<ul> <li>Bij het verwerken van persoonsgegevens moet worden vastgelegd wie de (gezamelijke) verwerkingsverantwoordelijken zijn en wie de verwerkers. Uit deze vaststelling van de rolverdeling volgen onder de AVG verschillende rechten en plichten.</li> <li>Bij de ontwikkeling en gebruiken van algoritmes is het denkbaar dat de noodzaak voor het verwerken van persoonsgegevens wijzigt en dat meer of andere verwerkingen moeten plaatsvinden. Het is van belang dat wederom wordt beoordeeld wat dit betekent voor de bijbehorende verantwoordelijkheden. Als er sprake is van een wezenlijke wijziging ten opzichte van de al vastgestelde situatie, bijvoorbeeld doordat er meer persoonsgegevens worden verwerkt door een andere partij, dan zal de verwerkingsverantwoordelijke opnieuw tot vaststelling moeten overgaan om de afspraken te formaliseren.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/#voorbeelden","title":"Voorbeelden","text":"<ul> <li>Rapport Kleur Bekennen, Algemene Rekenkamer, p. 114, figuur 5-4</li> <li>De proceseigenaar wordt vaak verantwoordelijk gehouden voor eventuele gevolgen van het gebruik van het algoritme. Deze maatregel zorgt ervoor dat de proceseigenaar niet alle verantwoordelijkheid draagt, omdat dit vaak niet realistisch is. Met deze maatregel kunnen er heldere afspraken over de verschillende verantwoordlijkheden worden gemaakt. Hierdoor wordt het draagvlak groter, zonder ten koste te gaan van de duidelijkheid over rollen en verantwoordelijkheden. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/#risico","title":"Risico","text":"<p>De sturing en verantwoording is ontoereikend of niet geborgd, waardoor er onvoldoende betrokkenheid of capaciteit is van verantwoordelijken. Ook kan er dan onvoldoende deskundigheid in de organisatie zijn, wat de kans vergroot op fouten en ongewenste effecten. Zonder het vaststellen van rollen en verantwoordelijkheden, kan er geen effectieve sturing plaatsvinden op partijen die betrokken zijn bij het ontwikkelen of gebruiken van algoritmes.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/#bronnen","title":"Bronnen","text":"<ul> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 1.06, 3.02</li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, SV.9, SV.19, PRI.1</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/","title":"Voer voorafgaand aan een project een data beschikbaarheid, kwaliteit- en toegankelijkheidsanalayse uit.","text":"<p>owp-11OntwerpProjectleiderBeleid en adviesPublieke inkoopData</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/#maatregel","title":"Maatregel","text":"<p>Voer voorafgaand aan een project een data beschikbaarheids- en datakwaliteitsanalayse uit.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/#toelichting","title":"Toelichting","text":"<ul> <li>Het is van belang om voorafgaand aan een project vast te stellen of de data die noodzakelijk is om een algoritme te ontwikkelen of te kunnen gebruiken beschikbaar is, gaat worden en of de data van voldoende kwaliteit is.</li> <li>Er moet worden onderzocht of en hoe data vanuit de eigen organisatie, die van een eventuele externe aanbieder of elders beschikbaar kan worden gesteld, kan worden opgeslagen en of goedkeuring kan worden gegeven voor het verwerken van de data.</li> <li>De infrastructuur van de eigen organisatie en/of die van een eventuele externe aanbieder moet van voldoende niveau zijn om de beoogde verwerkingen uit te kunnen voeren.</li> <li>Een dergelijke analyse levert inzichten op welke problemen er eventueel op dit vlak kunnen ontstaan en geeft input voor de verdere ontwikkeling of (in geval van inkoop) de behoeftestelling.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/#bronnen","title":"Bronnen","text":"<p>Towards a Systematic Understanding on the Challenges of Procuring Artificial Intelligence in the Public Sector</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/#risico","title":"Risico","text":"<p>Het zou kunnen voorkomen dat de data niet beschikbaar is en ook niet gaat worden. Dit betekent dat een algoritme ook niet goed gemaakt of gebruikt kan worden. Ook is het belangrijk om te checken of de data beschikbaar blijft als dat nodig is voor het functioneren van het algoritme (bijv. voor het bijleren). Ook bestaat er een risico dat als de data van onvoldoende kwaliteit is, het algoritme niet goed gaat werken. Wanneer niet vooraf bepaald is of de data beschikbaar is en van voldoende kwaliteit kan het gebeuren dat er wel een algoritme gemaakt wordt door een derde partij, maar deze vervolgens niet gebruikt kan worden binnen de organisatie. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/","title":"Beschrijf voor welk doel het algoritme persoonsgegevens gebruikt en waarom dit mag","text":"<p>owp-03OntwerpDataverkenning en datapreparatieOntwikkelenVerificatie en validatieImplementatieProjectleiderJuristPrivacy en gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/#maatregel","title":"Maatregel","text":"<p>Het doel voor het verwerken van persoonsgegevens met een algoritme is welbepaald en omschreven.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/#toelichting","title":"Toelichting","text":"<p>Persoonsgegevens mogen alleen worden verwerkt voor een \u2018welbepaald, uitdrukkelijk omschreven en gerechtvaardigd\u2019 doel. De wettelijke grondslag voor de verwerking van de persoonsgegevens moet zijn beschreven.</p> <p>De verwerking van persoonsgevens voor het ontwikkelen en gebruiken van een algoritme moet verenigbaar met het oorspronkelijke verwerkingsdoel (doelbinding). Eventuele verdere (subsidiaire) verwerkingen, zoals het verwerken van persoonsgegevens voor een onderzoek naar onbewuste vooringenomenheid, moeten uitdrukkelijk worden omschreven.</p> <p>Stel een overzicht op waarin is beschreven welke persoonsgegevens mogen worden verwerkt. Bij de persoonsgegevens is aangegeven om wat voor categorie persoonsgegevens het gaat. Per kenmerk is toegelicht waarom deze noodzakelijk is om te verwerken voor het ontwikkelen en gebruiken van het algoritme. Het principe van dataminimalisatie is toegepast, wat betekent dat een keuze is gemaakt of een persoonsgegevens al dan niet strikt noodzakelijk is om het doel te bereiken of dat verwerking ervan achterwege kan blijven.</p> <p>Voor het beschermen van deze persoonsgegevens wordt per kenmerk aangegeven op welke manier deze kan worden beschermd. Denk hierbij aan het anonimiseren, pseudonomiseren, aggregeren van de persoonsgegevens. </p> <p>Gebruik een DPIA om bovenstaande zaken te beschrijven.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/#risico","title":"Risico","text":"<p>Als het doel voor het verwerken van persoonsgegevens onvoldoende is omschreven en onderbouwd, ontstaat het risico dat onrechtmatig persoonsgegevens worden verwerken en een inbreuk wordt gemaakt op privacyrechten van betrokkenen.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/#bronnen","title":"Bronnen","text":"<ul> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 3.01, 3.05</li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, PRI.4 </li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, PRI.7 </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/","title":"Beschrijf welke techniek gebruikt wordt voor de beoogde toepassing","text":"<p>owp-04OntwerpOntwikkelaarTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/#maatregel","title":"Maatregel","text":"<p>Beschrijf welke techniek gebruikt wordt voor de beoogde toepassing. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/#toelichting","title":"Toelichting","text":"<ul> <li>Beschrijf wat voor soort algoritme er gebruikt gaat worden voor de beoogde toepassing. </li> <li> <p>Bepaal of je gebruik wilt maken van een:</p> <ul> <li>zelflerend algoritme</li> <li>niet-zelflerend algoritme zoals een algoritme gebaseerd op rekenregels</li> </ul> </li> <li> <p>Beschrijf vervolgens ook:</p> <ul> <li>waarom er voor dit type algoritme wordt gekozen</li> <li>wat de alternatieven zijn en waarom die minder passend zijn?</li> <li>waarom dit algoritme het meest geschikt is om het beoogde doel van het algoritme te bereiken. </li> </ul> </li> <li> <p>De precieze details kunnen in dit stadium van de levenscyclus waarschijnlijk nog niet ingevuld worden. Maak een goede eerste inschatting van de gebruikte techniek. Eventueel kan je er ook voor kiezen om verschillende technieken verder te onderzoeken. Dat betekent dat er meerdere algoritmes ontwikkeld worden (op basis van verschillende technieken), en je later een definitieve keuze maakt. </p> </li> <li> <p>Het is belangrijk om uiteindelijk een passend uitlegbaar algoritme te selecteren voor de context waarin het wordt toegepast. Daarin moet de afweging gemaakt worden of de technische uitlegbaarheid voldoende is in de context die de inzet van het algoritme vereist. Hierbij kan ook de conclusie worden getrokken dat een simpeler, inzichtelijker algoritme de voorkeur krijgt. </p> </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/#voorbeeld","title":"Voorbeeld","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/#risico","title":"Risico","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/#bronnen","title":"Bronnen","text":"<p>Impact Assessment Mensenrechten en Algoritmes, 2A.1, 2B.1</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/","title":"Bepaal het soort algoritme en de risicogroep en vereisten die hierbij horen","text":"<p>owp-05OntwerpOntwikkelenProjectleiderBeleid en adviesPublieke inkoopGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/#maatregel","title":"Maatregel","text":"<p>Stel vast om wat voor type algoritme het gaat en wat de bijbehorende risicoclassificatie is om te bepalen welke vereisten hierop van toepassing zijn.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/#toelichting","title":"Toelichting","text":"<p>Het verschilt per type algoritme welke vereisten hierop van toepassing is en waar een aanbieder of gebruiksverantwoordelijke aan moet voldoen.  Dit is mede afhankelijk van de bijbehorende risicoclassificatie.  Hiervoor kan in de nabije toekomst de 'beslisboom' in het Algoritmekader voor worden gebruikt'.  Deze stap is van groot belang, omdat dit ook bepalend is welke contractuele verplichtingen moeten worden gecre\u00eberd tussen opdrachtgever en opdrachtnemer/aanbieder. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/#bronnen","title":"Bronnen","text":"<p>Algoritmekader</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/#voorbeeld","title":"Voorbeeld","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/","title":"Inventariseer welke grondrechten het algoritme kan schenden en maak een belangenafweging","text":"<p>owp-06ProbleemanalyseOntwerpVerificatie en validatieMonitoring en beheerProjectleiderBeleid en adviesFundamentele rechten</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/#maatregel","title":"Maatregel","text":"<p>Identificeer welke grondrechten geraakt worden door het in te zetten algoritme en maak een afweging of dit aanvaardbaar is</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/#toelichting","title":"Toelichting","text":"<p>Een algoritme kan invloed hebben op grondrechten. Op een aantal grondrechten kan een algoritme sneller invloed hebben, zoals recht op persoonsgegevensbescherming, recht op behoorlijk bestuur en recht op gelijke behandeling. Deze veelvoorkomende grondrechten krijgen op andere plekken in het Algoritmekader specifieke aandacht.  Er zijn echter ook grondrechten die bij minder algoritmen relevant zijn, maar desalniettemin in die gevallen zeer invloedrijk kunnen zijn.  Het is van belang uiteindelijk een totale afweging te maken van alle grondrechten die (mogelijk) geraakt worden ten opzichte van de voordelen van het in te zetten algoritme.  Een voorbeeld van een grondrecht dat minder snel geraakt wordt is bijvoorbeeld een algoritme om hate speech te kunnen detecteren. Zo'n algoritme zal van invloed kunnen zijn op de vrijheid van meningsuiting en het recht op informatie.</p> <p>Doorloop in lijn met Deel 4 van het Impact Assessment Mensenrechten en Algoritmes de volgende stappen:</p> <ol> <li>Breng in kaart welke grondrechten geraakt kunnen worden door de inzet van het algoritme. Hiervoor kan bijlage 1 uit het Impact Assessment Mensenrechten en Algoritmes gebruikt worden.</li> <li>Als dat het geval is, is het allereerst van belang om te controleren of hiervoor specifieke wetgeving is waar de inzet van het algoritme aan moet voldoen.</li> <li>Bepaal hoe zwaar de geindentificeerde grondrechten worden geraakt door het beoogde algoritme.</li> <li>Bepaal hoe doeltreffend/effectief het algoritme in de praktijk is.</li> <li>Bepaal of de inzet van het algoritme noodzakelijk is om het beoogde doel te bereiken. Zijn er alternatieven? Of zijn er mitigerende maatregelen die genomen kunnen worden waardoor grondrechten niet of minder worden geraakt en eventuele nadelige gevolgen verzacht kunnen worden?</li> <li>Gegeven alle voorgaande stappen, bepaal of de inzet van het algoritme en proportioneel is om het beoogde doel te bereiken. Wegen de voordelen op tegen de nadelen?</li> </ol> <p>Het is van belang voldoende belanghebbenden te betrekken bij het doorlopen van deze stappen om te zorgen dat alle eventueel nadelige aspecten van het in te zetten algoritme worden meegenomen.  Documenteer de doorlopen stappen en leg de keuzes en afwegingen goed vast. </p> <p>Opmerking</p> <p>Zoals vermeld in de vereiste voor beoordeling van gevolgen voor grondrechten uit de AI-verordening moeten sommige hoog-risico AI-systemen een beoordeling doen van de gevolgen voor grondrechten. Het is nog niet bekend welke vorm dit precies moet hebben.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/#bronnen","title":"Bronnen","text":"<ul> <li>Impact Assessment Mensenrechten en Algoritmes, deel 4</li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, SV.4</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/#risico","title":"Risico","text":"<p>Het risico is dat er grondrechten, anders dan die expliciet beschermd zijn in andere maatregelen en vereisten, aangetast worden.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/#voorbeeld","title":"Voorbeeld","text":"<p>Hoofdstuk 4 van het Impact Assesment Mensenrechten en Algoritmen (IAMA) richt zich specifiek op de grondrechten. In bijlage 1 is tevens een overzicht te vinden van mogelijk relevante grondrechten.</p> <p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/","title":"Maak een lijst van de meest kwetsbare groepen en bescherm hen extra","text":"<p>owp-07OntwerpBeleid en adviesFundamentele rechten</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/#maatregel","title":"Maatregel","text":"<p>Bepaal wat de impact van het in te zetten algoritme is voor betrokkenen (personen of groepen). Bepaal vervolgens of er groepen zijn waarbij de impact van het algoritme dermate groot kan zijn, dat het wenselijk is om deze groepen extra bescherming te bieden.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/#toelichting","title":"Toelichting","text":"<ul> <li>Verschillende groepen kunnen op een andere manier geraakt worden door het inzetten van een algoritme. Dit is afhankelijk van de context waarin het algoritme wordt ingezet, en dient daardoor bij iedere toepassing opnieuw bekeken te worden. </li> <li>Bedenk wat er met de uitkomsten van het algoritme gedaan wordt, en wat de consequenties daarvan zijn voor burgers. Hierbij kan gedacht worden aan de volgende aspecten:<ul> <li>Worden bepaalde groepen sneller gemonitord?</li> <li>Wat als het model het fout heeft? </li> <li>Wordt het systeem gebruikt om informatie te verkrijgen, om besluiten voor te bereiden of om zelfstandige besluiten te nemen en welke gevolgen heeft dat voor de mate waarin het algoritme bepalend zal zijn in de praktijk? </li> <li>Worden de gegevens veilig en vertrouwelijk behandeld; welke gevolgen zou een datalek hebben voor groepen of categorie\u00ebn personen?</li> <li>Worden data gedeeld met andere partijen en wat is het gevaar dat die misbruik maken van de data met negatieve gevolgen voor groepen of categorie\u00ebn personen?</li> </ul> </li> <li>Houd hierbij ook rekening met de impact van het in te zetten algoritme op de samenleving (vanuit sociaal, democratisch en milieu/ecologisch perspectief).</li> <li>Om de impact op groepen te bepalen, kan het handig zijn een mensenrechtentoets zoals het Impact Assessment Mensenrechten en Algoritmes toe te passen. </li> <li>Bepaal of er maatregelen genomen kunnen worden om de ge\u00efdentificeerde groepen extra bescherming te bieden. Hierbij kan men denken aan de volgende aspecten: Kan de (extra) administratieve druk voor bepaalde groepen worden weggenomen? Worden resultaten van het algoritme naast de resultaten van een expert gelegd? Is het wenselijk om een proces in te richten waarbij zowel algoritme als een expert een uitkomst geven? Kunnen we de betreffende groep extra hulp aanbieden? Is het wenselijk bij negatieve uitkomsten een vier-ogen-principe toe te passen? </li> <li>De impact van het algoritme op de groepen die ge\u00efdentificeerd worden in deze stap, kunnen mogelijk onderzocht worden in een biasanalyse. Daarbij kan geidentificeerd worden of bepaalde groepen oververtegenwoordigd of ondervertegenwoordigd zijn in selecties, of dat het algoritme andere of meer fouten maakt voor bepaalde groepen. </li> <li>Merk op dat het onmogelijk is om de risico's voor alle specifieke groepen af te vangen. Hierbij kan het helpen om te focussen op de meest kwetsbare groepen. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/#risico","title":"Risico","text":"<p>De impact van het algoritme op de besluitvorming en op personen, doelgroepen en/of de samenleving is niet inzichtelijk, waardoor onvoldoende maatregelen zijn getroffen om ongewenste effecten (zoals bias en discriminatie) te voorkomen. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Algoritmes Auditdienst Rijk, SV.4, DM.16</li> <li>Kamerstukken II 2023/24, 31066-1374</li> <li>Impact Assessment Mensenrechten en Algoritmes, 4.1</li> <li>Handreiking non-discriminatie by design, 1.7 en 1.8 en 1.15</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/","title":"Bepaal welke documenten voor hoe lang gearchiveerd moeten worden","text":"<p>owp-08OntwerpOntwikkelenOntwikkelaarProjectleiderJuristTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/#maatregel","title":"Maatregel","text":"<p>Stel vast welke documenten, (samengesteld geheel van) data/informatie van/in het algoritme gelden als \"archiefbescheiden\" in de zin van artikel 1 c Archiefwet en documenteer daarvan een overzicht, bij voorkeur vastgesteld door een daartoe bevoegde. Bepaal de bijbehorende bewaartermijnen vast voor de archiefbescheiden.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/#toelichting","title":"Toelichting","text":"<ul> <li>Bij archiefbescheiden kan worden gedacht aan de broncode, trainings- en testdata, (technische) documentatie en de output. </li> <li>Deze archiefbescheiden moeten voor een bepaalde tijd worden bewaard (de bewaartermijn).</li> <li>Overleg hierover met de verantwoordelijke binnen de organisatie voor het toepassen van de Archiefwet.</li> <li>Het is mogelijk dat de selectielijsten nog niet duiden welke informatie of data, specifiek bij de toepassing van algoritmen, moet worden toegepast en hier dus ook nog geen termijnen bij zijn gekoppeld. </li> <li>Stel vast of beperkingen aan openbaarheid van de archiefbescheiden moeten worden gesteld. Er zijn gevallen waarbij het openbaren van archiefbescheiden is uitgesloten. Stem in het begin van het proces (pro-actief) met de opdrachtgever af wat de wenselijkheid is t.a.v. transparantie/openheid (uitgangspunt zou 'open, tenzij' moeten zijn).</li> <li>Stel vast hoe de archiefbescheiden op een duurzame wijze toegankelijk kunnen worden gemaakt. Het moet mogelijk zijn dat de archiefbescheiden daadwerkelijk overhandigd kunnen worden aan betrokken partijen. Denk hierbij aan burgers, onderneming, toezichthouder of rechters. Duurzaam betekent hier met behoud van functie en kwaliteit voor langere tijd. Onderzoek welke voorziening hiervoor beschikbaar is binnen de organisatie.</li> </ul> <p>Tip</p> <p>Formeer hierbij een multi-discipinaire groep (bestaande uit bijvoorbeeld een inkoper, ontwikkelaar, data scientist, proceseigenaar en archiefdeskundige) om deze maatregel toe te passen.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/#bronnen","title":"Bronnen","text":"<ul> <li>Rekenen en rekenschap. Essay over Algoritmes en de Archiefwet</li> <li>Toetsingskader Algemene Rekenkamer 4.06 </li> <li>Onderzoekskader Auditdienst Rijk, DM.13 </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/","title":"Een model-verwerkersovereenkomst is onderdeel van de aanbesteding als persoonsgegevens worden verwerkt","text":"<p>owp-09OntwerpMonitoring en beheerProjectleiderBeleid en adviesPublieke inkoopPrivacy en gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/#maatregel","title":"Maatregel","text":"<p>Inventariseer of er mogelijk sprake is van een algoritme dat een hoog risico kan inhouden voor de rechten en vrijheden van natuurlijke personen of impactvol kan zijn voor hen en maak in voorkomend geval in de model-verwerkersovereenkomst een uitdrukkelijke verwijzing naar een concreet DPIA-document (met datum/kenmerk) of (indien op dat moment nog in bezit of bekend bij de steller) een expliciet invulveld voor het duiden van de betreffende DPIA, zodat die wordt genoemd ter completeren van de verwerkersovereenkomst vooraf het overeenkomen/ondertekenen van die verwerkersovereenkomst.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/#toelichting","title":"Toelichting","text":"<p>Een model-verwerkersoverenkomst is veelal een verplicht onderdeel bij het publiek inkopen van software waarbij persoonsgegevens worden verwerkt en bij de totstandkoming van de overeenkomst.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/#bronnen","title":"Bronnen","text":"<p>Algoritmekader</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/","title":"Stel een multidisciplinair team samen bij het ontwikkelen of inkopen van algoritmes.","text":"<p>owp-09OntwerpProjectleiderBeleid en adviesPublieke inkoop</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/#maatregel","title":"Maatregel","text":"<p>Stel een multidisciplinair team samen bij het ontwikkelen of inkopen van algoritmes.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/#toelichting","title":"Toelichting","text":"<ul> <li>Bij een project gericht op het ontwikkelen of inkopen van algoritmes is het belangrijk dat betrokkenen al in een vroeg stadium samenwerken. Dit betekent dat zowel een interne opdrachtgever als het ontwikkelingsteam of de afdeling inkoop tijdig worden aangehaakt om te zorgen voor een goed afgestemd proces.</li> <li>Wanneer het gaat om het ontwikkelen of inkopen van algoritmes, is een multidisciplinair team wenselijk. Zo'n team brengt relevante kennis en ervaring samen om de behoeften en specificaties helder te krijgen. Afhankelijk van de aard en complexiteit van het algoritme kunnen de rollen binnen dit team vari\u00ebren.</li> <li>Naast een interne opdrachtgever, materiedeskundige en gebruiker kun je voor het ontwikkelen van algoritmes denken aan een data-engineer, data scientist, IT-architect, ethicus, data- en privacy-officer. Bij een overheidsopdracht gericht op de inkoop van een algiritme, horen daar nog een (aanbestedings)jurist en inkoper bij. Afhankelijk van de complexiteit van de oplossing zijn meer of minder disciplines en dus te beleggen verantwoordelijkheden binnen het team wenselijk.</li> <li>Een multidisciplinair team kan ondersteunen bij het formuleren van de probleemstelling of formuleren van de doelstellingen van een project, verkennen van de mogelijke oplossingsrichtingen en het vertalen van de gewenste oplossingsrichting naar de concrete behoefte.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/#bronnen","title":"Bronnen","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/#risico","title":"Risico","text":"<p>Zonder een multidisciplinair team is het waarschijnlijk dat belangrijke aspecten voor een verantwoorde inzet van algoritmes niet worden geadresseerd en ongewenste algoritmes worden ontwikkeld of ingekocht.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/#voorbeeld","title":"Voorbeeld","text":"<p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/","title":"Maak een Project Startarchitectuur (PSA) voor de ontwikkeling of inkoop van algoritmes","text":"<p>owp-10OntwerpOntwikkelenVerificatie en validatieImplementatieProjectleiderBeleid en adviesTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/#maatregel","title":"Maatregel","text":"<p>Voer een Project Startarchitectuur (PSA) uit als algoritmes worden ontwikkeld of ingekocht.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/#toelichting","title":"Toelichting","text":"<ul> <li>Een Project Startarchitectuur (PSA) is een hulpmiddel dat bij een project wordt ingezet om veranderingen van A naar Beter te faciliteren.</li> <li>De PSA richt zich daarbij op de kaders die op een project van toepassing zijn en wat de oplossing bijdraagt aan het realiseren van de gewenste, toekomstige architectuur, wat de implicaties zullen zijn voor bestaande voorzieningen en waar het project zal afwijken van bestaande beelden.</li> <li>Met de PSA wordt een concreet en doelgericht ICT-architectuurkader opgesteld, waarbinnen het project moet worden uitgevoerd. </li> <li>De PSA maakt concreet wat architectuur voor een project betekent.</li> <li>Door een PSA uit te voeren ontstaan inzichten hoe het betreffende algoritme zo optimaal mogelijk onderdeel kan worden gemaakt van het bestaande applicatielandschap, waarmee bijvoorbeeld kan worden voorkomen dat het algoritme of AI-systeem na verloop van tijd geen input meer kan ontvangen door onverwachte wijzigingen in systemen.</li> <li>Onderwerpen als privacy, informatiebeheer en beheer worden hierin ook globaal meegenomen. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/#risico","title":"Risico","text":"<p>Het algoritme kan niet of na verloop van tijd niet meer functioneren, doordat onverwachte of ongewenst wijzigingen in het applicatielandschap plaatsvinden. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/#bronnen","title":"Bronnen","text":"<ul> <li>Project Startarchitectuur,NORA</li> <li>PSA Format</li> <li>PSA Handleiding</li> <li>Algoritmekader</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/#voorbeeld","title":"Voorbeeld","text":"<ul> <li>Gemeente Amsterdam - Onderzoekswaardigheid Algoritme \u2018Slimme check\u2019 (Een tool die de medewerkers helpt om te bepalen of een aanvraag levensonderhoud onderzoekswaardig is, niet meer in gebruik!): Start Architectuurnotitie van dit project</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/","title":"Koop duurzaam algoritmes in","text":"<p>owp-11OntwerpProjectleiderBeleid en adviesPublieke inkoopDuurzaamheid</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/#maatregel","title":"Maatregel","text":"<p>Kies softwareoplossingen van aanbieders die duurzaamheid bevorderen, en stel heldere eisen aan energieverbruik, hernieuwbare energiebronnen en transparantie over de milieuprestaties van software.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/#toelichting","title":"Toelichting","text":"<p>Door software duurzaam in te kopen, kun je als organisatie al vroeg in het ontwikkelproces bijdragen aan de verduurzaming van je algoritmes. Kies daarom softwareoplossingen van aanbieders die maatschappelijk verantwoord ondernemen (MVI) en energie-effici\u00ebntie vooropstellen.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/#duurzaamheidscriteria-en-selectie-van-aanbieders","title":"Duurzaamheidscriteria en selectie van aanbieders","text":"<p>Om software duurzaam in te kopen, kun je aanbieders beoordelen op specifieke duurzaamheidscriteria. Enkele belangrijke criteria zijn:</p> <ul> <li>het energieverbruik van de software</li> <li>het gebruik van hernieuwbare energiebronnen in de benodigde datacenters</li> <li>het beperken van CO\u2082-uitstoot tijdens de levenscyclus van de software</li> </ul> <p>Vraag om inzicht in milieuprestaties en certificeringen, zoals ISO-14001, om de toewijding van aanbieders aan duurzaamheid te toetsen. De ISO-14001 is een internationaal geaccepteerde standaard met eisen voor een milieumanagementsysteem.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/#inkoopvoorwaarden-en-contractuele-eisen","title":"Inkoopvoorwaarden en contractuele eisen","text":"<p>Stel bij het inkopen duidelijke eisen aan duurzaamheidscriteria, zoals het gebruik van \"groene technologie\u00ebn\", het aanbieden van Software-as-a-Service (SaaS) en open standaarden. Zo maak je duurzame keuzes die bijdragen aan een langere levensduur en energie-effici\u00ebntie van je algoritmes. Door KPI\u2019s op te nemen voor energie-effici\u00ebntie en CO\u2082-reductiedoelen kun je de voortgang van deze doelen concreet monitoren. Je kunt deze voorwaarden opnemen als standaard inkoopvoorwaarden.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/#bonus-malusregeling-en-monitoring","title":"Bonus-malusregeling en monitoring","text":"<p>Om naleving van duurzame doelstellingen te stimuleren, kun je een bonus-malusregeling inzetten. Aanbieders ontvangen een bonus wanneer zij duurzame doelstellingen halen, en kunnen worden aangesproken als beloofde duurzaamheidsnormen niet worden behaald. Monitoring via jaarlijkse rapportages helpt om de voortgang van de duurzaamheidsdoelen te evalueren en, indien nodig, bij te sturen.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/#extra-overwegingen","title":"Extra overwegingen","text":"<p>Extra overwegingen die je kunt maken bij het aankopen van algoritmes, zoals genoemd in de handreiking 'Hoe maak ik mijn inkoop van software duurzamer?' van PIANOo:</p> <ul> <li>Ga na of je de software wel echt moet inkopen.</li> <li>Probeer zoveel mogelijk uit te vragen in een SaaS-oplossing.</li> <li>Vraag een oplossing in een Cloud-omgeving.</li> <li>Ga na of \u2018serverless\u2019 ook een oplossing is.</li> <li>Vraag om de broncode van de software.</li> <li>Denk goed na over de technische levensduur van verschillende componenten.</li> <li>Open standaarden zijn een vorm van duurzaamheid.</li> <li>Pas containerisatie en virtualisatie toe.</li> <li>Neem eisen op over opschalingsmogelijkheden.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/#risico","title":"Risico","text":"<p>Zonder duurzaamheidscriteria bij het inkopen van software loop je het risico op hogere energie- en kostenlasten, en beperk je de mogelijkheden om duurzaamheidsdoelstellingen te halen bij je algoritmes.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/#bronnen","title":"Bronnen","text":"<ul> <li>Handreiking: Hoe maak ik mijn inkoop van software duurzamer? (PIANOo)</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/#voorbeeld","title":"Voorbeeld","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/","title":"Beschrijf welke data gebruikt wordt voor de beoogde toepassing","text":"<p>owp-02OntwerpDataverkenning en datapreparatieOntwikkelaarBeleid en adviesData</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/#maatregel","title":"Maatregel","text":"<p>Beschrijf welke data gebruikt wordt voor de beoogde toepassing. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/#toelichting","title":"Toelichting","text":"<ul> <li>Maak in een vroege fase van de ontwikkeling een inschatting van welke data er gebruikt gaat worden voor het algoritme.</li> <li>Leg na het uitvoeren van een beschikbaarheids-, kwaliteit en toegankelijkheidsanalyse vast, welke data wordt verwerkt voor het ontwikkelen en gebruiken van het algoritme</li> <li>Beschrijf daarbij om wat voor gegevens het gaat en uit welke bron deze komen.</li> <li>Bepaal of het is toegestaan om deze data te verwerken.</li> <li>Het is denkbaar dat het onderzoek van de kwaliteit van de data in een latere fase in de levenscyclus pas grondig kan worden uitgevoerd. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/#voorbeeld","title":"Voorbeeld","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/#risico","title":"Risico","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/#bronnen","title":"Bronnen","text":"<ul> <li>Impact Assessment Mensenrechten en Algoritmes, 2A.2.1</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/","title":"Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.","text":"<p>owp-12OntwerpOntwikkelenProjectleiderPublieke inkoop</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/#maatregel","title":"Maatregel","text":"<p>Bespreek de vereiste die gelden voor een verantwoorde inzet van algoritmes met een aanbieder.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/#toelichting","title":"Toelichting","text":"<p>Ga met een aanbieder in gesprek over in hoeverre zij invulling kunnen geven aan de vereisten die gelden voor een verantwoorde inzet van algoritmes. Dit kan worden gedaan bijvoorbeeld bij een informatiesessie met aanbieders voorafgaand aan een aanbesteding. </p> <p>Op basis van nieuwe of gewijzigde wet- en regelgeving of de totstandkoming van nieuwe standaard, is het denkbaar dat aanbieders van algoritmes nog niet of niet meer voldoet aan deze vereisten. Het is van belang om deze inzichten bijvoorbeeld tijdens een aanbesteding worden verkregen. Indien van toepassing, laat de aanbieder inzichtelijk maken welke stappen deze gaat zetten om hieraan te gaan voldoen. Dit is ook relevant bij reeds afgesloten contracten.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/#bronnen","title":"Bronnen","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/#risico","title":"Risico","text":"<p>Door de vereisten voor een verantwoorde inzet van algoritmes niet te bespreken met aanbieders, is het voor hen (deels) onduidelijk aan welke vereisten diens algoritmes moet voldoen om te kunnen contractueren met overheidsorganisaties.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/#voorbeeld","title":"Voorbeeld","text":"<p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/","title":"Ontwerp algoritmes zo eenvoudig mogelijk","text":"<p>owp-12OntwerpOntwikkelenOntwikkelaarDuurzaamheid</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/#maatregel","title":"Maatregel","text":"<p>Ontwerp algoritmes gericht op eenvoud en effici\u00ebntie, zodat het energieverbruik en de benodigde rekenkracht tijdens gebruik minimaal blijven.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/#toelichting","title":"Toelichting","text":"<p>Complexe algoritmes vereisen vaak aanzienlijke rekenkracht, wat energie-intensief kan zijn. Door algoritmes minder complex en rekenintensief te ontwerpen, verlaag je de benodigde middelen en energie bij het trainen en uiteindelijk toepassen van deze algoritmes. Een effici\u00ebnter ontwerp maakt de algoritmes energiezuiniger in de trainings- en gebruiksfase en draagt zo bij aan duurzaamheid in de gehele levenscyclus.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/#modellen-vereenvoudigen-en-focussen-op-kernfunctionaliteit","title":"Modellen vereenvoudigen en focussen op kernfunctionaliteit","text":"<p>Wanneer je een nieuw algoritme ontwikkelt, kun je de omvang en rekenbelasting beperken door alleen noodzakelijke functionaliteit op te nemen. Focus op de kernfunctionaliteit, zodat je gebruik maakt van een kleiner model dat beter te begrijpen en gemakkelijker te beheren is. Het vermijden van overbodige functionaliteiten maakt het algoritme minder zwaar en verlaagt de milieu-impact aanzienlijk.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/#minder-complexiteit-door-divide-and-conquer-en-dynamisch-programmeren","title":"Minder complexiteit door divide-and-conquer en dynamisch programmeren","text":"<p>Een populaire methode om complexiteit te verlagen is het divide-and-conquer principe, waarbij je een grote algoritmische berekening opsplitst in kleinere, overzichtelijke deelberekeningen en deze vervolgens oplost (je splitst hierbij het technische probleem in meerdere kleinere problemen). Dit vermindert de rekenlast aanzienlijk en verhoogt de effici\u00ebntie. Ook kun je met dynamisch programmeren optimalisaties toevoegen door eerder berekende resultaten op te slaan en te hergebruiken, wat herhaling van berekeningen voorkomt en de rekenkracht vermindert.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/#minder-complexiteit-door-modeloptimalisatie","title":"Minder complexiteit door modeloptimalisatie","text":"<ul> <li>Door gebruik te maken van pruning kunnen minder relevante verbindingen en nodes in een neuraal netwerk worden verwijderd, waardoor de rekenbelasting vermindert.</li> <li>Quantization verlaagt de precisie van numerieke waarden in een model, wat opslag en rekenkracht verlaagt zonder de prestaties significant te be\u00efnvloeden.</li> <li>Knowledge distillation kan verder helpen door de kennis van een groot model over te dragen naar een kleiner, minder complex model, dat vervolgens effici\u00ebnter werkt.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/#risico","title":"Risico","text":"<p>Ontwerpen zonder oog voor effici\u00ebntie kan leiden tot energie-intensieve algoritmes die hoge kosten en milieubelasting met zich meebrengen.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/#bronnen","title":"Bronnen","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/#-what-is-knowledge-distillation-ibm","title":"- What is knowledge distillation? (IBM)","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/#voorbeeld","title":"Voorbeeld","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/","title":"Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.","text":"<p>owp-13OntwerpProjectleiderBeleid en adviesPublieke inkoopTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/#maatregel","title":"Maatregel","text":"<p>Maak vereisten voor algoritmes onderdeel van contractvoorwaarden en de contractovereeenkomst.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/#toelichting","title":"Toelichting","text":"<ul> <li>Door vereisten die gelden voor algoritmes onderdeel te maken van contractvoorwaarden, is voor een aanbieder vooraf duidelijk aan welke voorwaarden zij moeten voldoen als zijn algoritmes willen aanbieden aan overheidsorganisaties.</li> <li>Het is van belang om een afweging te maken welke vereisten voor algoritmes als 'algemene contractvoorwaarden' kunnen gelden en welke aanvullend in een contractovereenkomst moeten worden opgenomen.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Algoritmes Auditdienst Rijk, SV.11</li> <li>Specificeren algemene inkoopvoorwaarden</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/#risico","title":"Risico","text":"<p>Door de vereisten voor een verantwoorde inzet van algoritmes niet te communiceren met aanbieders, is het voor hen (deels) onduidelijk aan welke vereisten diens algoritmes moet voldoen om te kunnen contractueren met overheidsorganisaties.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/#voorbeeld","title":"Voorbeeld","text":"<ul> <li>Contractvoorwaarden gemeente Amsterdam</li> <li>Europese Inkoopvoorwaarden Hoog Risico </li> <li>Europese Inkoopvoorwaarden Laag Risico</li> </ul> <p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/","title":"Maak het opstellen van een verwerkersovereenkomst onderdeel van de aanbesteding als persoonsgegevens worden verwerkt.","text":"<p>owp-14OntwerpMonitoring en beheerProjectleiderBeleid en adviesPublieke inkoopPrivacy en gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/#maatregel","title":"Maatregel","text":"<p>Het opstellen van een verwerkersovereenkomst met aanbieder is onderdeel van de aanbesteding als persoonsgegevens worden verwerkt of noodzakelijk zijn voor het trainen of genereren van output door algoritmes van aanbieder.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/#toelichting","title":"Toelichting","text":"<p>Een verwerkersovereenkomst moet worden opgesteld als persoonsgegevens worden verwerkt voor het trainen of het genereren van output door algoritmes van aanbieder. Met een verwerkersovereenkomst worden een aantal afspraken schriftelijk vastgelegd het bij de verwerking van persoonsgegevens. Het gaat om de volgende zaken:</p> <ul> <li> <p>Algemene beschrijving. Een omschrijving van het onderwerp, de duur, de aard en het doel van de verwerking, het soort persoonsgegevens, de categorie\u00ebn van betrokkenen en uw rechten en verplichtingen als verwerkingsverantwoordelijke.</p> </li> <li> <p>Instructies voor de verwerking. De verwerking vindt in principe uitsluitend plaats op basis van uw schriftelijke instructies. De verwerker mag de persoonsgegevens niet voor eigen doeleinden gebruiken. Geheimhoudingsplicht. Personen in dienst van of werkzaam voor de verwerker hebben een geheimhoudingsplicht. Beveiliging. De verwerker treft passende technische en organisatorische maatregelen om de verwerking te beveiligen. Bijvoorbeeld pseudonimisering en versleuteling van persoonsgegevens, permanente informatiebeveiliging, herstel van beschikbaarheid en toegang tot gegevens bij incidenten, regelmatige beveiligingstesten.</p> </li> <li> <p>Subverwerkers. De verwerker schakelt geen subverwerker(s) in zonder uw voorafgaande schriftelijke toestemming. De verwerker legt aan een subverwerker in een subverwerkersovereenkomst dezelfde verplichtingen op als de verwerker richting u heeft. In de overeenkomst kunt u ook direct afspreken dat de verwerker subverwerkers mag inschakelen en onder welke voorwaarden. Komt de subverwerker de verplichtingen niet na? Dan blijft de verwerker volledig aansprakelijk richting u voor het nakomen van de verplichtingen van de subverwerker (artikel 28, vierde lid, van de AVG).</p> </li> <li> <p>Privacyrechten. De verwerker helpt u om te voldoen aan uw plichten als betrokkenen hun privacyrechten uitoefenen (zoals het recht op inzage, correctie, verwijdering en dataportabiliteit).</p> </li> <li> <p>Andere verplichtingen. De verwerker helpt u ook om andere verplichtingen na te komen. Zoals bij het melden van datalekken, het uitvoeren van een data protection impact assessment (DPIA) en bij een voorafgaande raadpleging.</p> </li> <li> <p>Gegevens verwijderen. Na afloop van de verwerkingsdiensten verwijdert de verwerker de gegevens. Of bezorgt de verwerker de gegevens aan u terug, als u dat wilt. Ook verwijdert de verwerker kopie\u00ebn. Tenzij de verwerker wettelijk verplicht is de gegevens te bewaren.</p> </li> <li> <p>Audits. De verwerker werkt mee aan uw audits of die van een derde partij. En stelt alle relevante informatie beschikbaar om te kunnen controleren of de verwerker zich houdt aan de hierboven genoemde verplichtingen (artikel 28 AVG).</p> </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/#bronnen","title":"Bronnen","text":"<p>Verwerkersovereenkomst</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/#risico","title":"Risico","text":"<p>Er is sprake van een onrechtmatige verwerking van persoonsgegevens als geen verwerkersovereenkomst is opgesteld tussen de verwerker en de verwerkingsverantwoordelijke. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/","title":"Maak het leveren van bewijs voor het voldoen aan de vereisten voor algoritmes onderdeel van de beoordeling van een inschrijving.","text":"<p>owp-15OntwerpProjectleiderBeleid en adviesPublieke inkoop</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/#maatregel","title":"Maatregel","text":"<p>Maak het leveren van bewijs voor het voldoen aan de vereiste onderdeel van de beoordeling van een inschrijving</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/#toelichting","title":"Toelichting","text":"<p>Het leveren van bewijs door aanbieder dat de ontwikkelde algoritmes voldoen aan de vereisten, draagt bij aan het kunnen beoordelen of een aanbieder geschikt is om mee te contracteren. Bij het leveren van bewijs kan worden gedacht aan het overhandigen van bijvoorbeeld een certificaat of een EU-conformiteitsverklaring voor hoog risico AI-systemen. </p> <p>Daarbij is het relevant om te beoordelen in hoeverre er is voldaan aan geharmoniseerde standaarden. Deze standaarden zijn momenteel in ontwikkeling. In de (nabije) toekomst zal dit naar verwachting op een vergelijkbare manier kunnen worden benaderd als bij het moeten leveren van een NEN-ISO 27001 certificaat (voldoen aan informatiebeveiligingsvereisten) door een leverancier. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/#bronnen","title":"Bronnen","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/#risico","title":"Risico","text":"<p>Er wordt gecontracteerd met een aanbieder die niet voldoet aan de vereisten voor een verantwoorde inzet van algoritmes. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/#voorbeeld","title":"Voorbeeld","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/","title":"Laat aanbieder(s) bewijs leveren dat de door hen ontwikkelde algoritmes geen inbreuk maken op de auteursrechten van derden met de trainingsdata en de output.","text":"<p>owp-16Dataverkenning en datapreparatieVerificatie en validatieProjectleiderBeleid en adviesPublieke inkoopData</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/#maatregel","title":"Maatregel","text":"<p>Maak het al dan niet kunnen leveren van bewijs door een aanbieder dat auteursrechten niet worden geschonden met de trainingsdata en output van diens algoritme van bijvoorbeeld een aanbesteding.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/#toelichting","title":"Toelichting","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/#trainingsdata","title":"Trainingsdata","text":"<ul> <li> <p>Algoritmes worden veelal getraind aan de hand van een omvangrijke hoeveelheid data. Wanneer grote hoeveelheden data, bijvoorbeeld door deze te scrapen van internet, worden gebruikt is het zeer aannemelijk (of: nagenoeg zeker) dat zich onder de gescrapete inhoud (ook) veel auteursrechtelijk beschermde werken bevinden, zoals bijvoorbeeld e-books en afbeeldingen. De gebruikte auteursrechtelijke werken kunnen soms bijvoorbeeld uit illegale bron verkregen zijn, en ook los daarvan zijn rechthebbenden veelal niet op de hoogte van het feit dat hun auteursrechtelijke werken voor de ontwikkeling van een algoritme of AI gebruikt worden.</p> </li> <li> <p>Onder auteursrechtjuristen wordt aangenomen dat het gebruik van auteursrechtelijk beschermde werken ter training van algoritmes (waarschijnlijk) als kopi\u00ebren geldt: een handeling die de rechthebbende kan verbieden. Dat betekent dat aanbieders van algoritmes het gebruik van auteursrechtelijk beschermd materiaal in de inputfase steeds moeten kunnen legitimeren op grond van (a) toestemming van de rechthebbende(n) of (b) een in de wet neergelegde exceptie op het auteursrechtelijke verveelvoudigingsrecht.</p> </li> <li> <p>Laat de aanbieder(s) uitleggen en (aantoonbaar) onderbouwen op welke manier de trainingsdata is verkregen en of dit rechtmatig was. Laat de aanbieders(s) ook aantonen welke maatregelen er zijn getroffen om dit te voorkomen en ga hier eventueel over in gesprek. Maak een jurist onderdeel van de beoordeling hiervan. Overweeg om een bronvermelding te laten opnemen.</p> </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/#output","title":"Output","text":"<p>Laat de aanbieder(s) uitleggen en (aantoonbaar) onderbouwen op welke manier de trainingsdata is verkregen en of dit rechtmatig was. Laat de aanbieders(s) ook aantonen welke maatregelen er zijn getroffen om dit te voorkomen. Maak een jurist onderdeel van de beoordeling hiervan. Overweeg om een bronvermelding te laten opnemen.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/#risicomanagement","title":"Risicomanagement","text":"<p>Het is van belang dat de (rest)risico's inzichtelijk zijn gemaakt als er sprake is van een (potenti\u00eble) schending van auteursrechten. Laat een aanbieder deze risico's inzichtelijk maken, zodat aanbieder en gebruiksverantwoordelijke maatregelen kunnen treffen en handelen als dit nodig is. Beoordeel of deze rest(risico's) acceptabel zijn. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/#contractovereenkomst","title":"Contractovereenkomst","text":"<p>Neem in de conceptovereenkomst op dat de aanbieder garandeert dat auteursrechten niet worden geschonden met de trainingsdata of output van het algoritme en dat aanbieder dit gedurende de ontwikkeling en levensduur actief bewaakt.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/#bronnen","title":"Bronnen","text":"<ul> <li>Advies Landsadvocaat Pels Rijcken over het gebruik van generatieve AI-tools door medewerkers van de Staat</li> <li>ARVODI (24.7) en ARBIT (art 8.5 &amp; 8.6)</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/#risico","title":"Risico","text":"<p>Dat wordt gecontracteerd met een aanbieder waarbij niet kan worden uitgesloten dat auteursrechten worden geschonden. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/","title":"Aansprakelijkheidsvoorwaarden van een aanbieder worden beoordeeld in de aanbesteding","text":"<p>owp-17OntwerpImplementatieJuristBeleid en adviesPublieke inkoop</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/#maatregel","title":"Maatregel","text":"<p>Maak de aansprakelijkheidsvoorwaarden die een aanbieder stelt ten aanzien van auteursrechten een vast onderdeel om te beoordelen in de aanbesteding.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/#toelichting","title":"Toelichting","text":"<ul> <li> <p>Eindgebruikers van algoritmes kunnen er niet altijd op vertrouwen, of (eenvoudig) nagaan, of datgene wat zij door middel van een algoritme laten genereren, inbreuk maakt op rechten van anderen. Het is onwenselijk dat een eindgebruiker aansprakelijk wordt gesteld voor het maken van een inbreuk op rechten van derden, als deze gebruik maakt van algoritmes die worden aangeboden door aanbieders. Organisatie moeten daarom afspraken hierover maken met aanbieders.</p> </li> <li> <p>Hoe groot de kans is dat eindgebruikers vanwege het gebruik van algoritmes aansprakelijk worden gesteld, is nog onduidelijk. Er zijn wel voorbeelden waarbij eindgebruikers voor een eventuele inbreuk aansprakelijk kunnen worden gesteld.</p> </li> <li> <p>Op dit moment zijn (nog) geen gevallen of rechtszaken bekend waarin eindgebruikers (of hun werkgevers) aansprakelijk zijn gesteld voor een inbreuk op het intellectuele-eigendomsrecht vanwege het gebruik van op basis van algoritme. Feit is echter wel dat een dergelijke aansprakelijkstelling in voorkomende gevallen dus mogelijk zullen zijn, te meer nu de aanbieders van algoritmes in hun algemene voorwaarden het risico voor aansprakelijkheid volledig of grotendeels uitsluiten, of zelfs verlangen dat gebruikers hen vrijwaren voor de gevolgen van eventuele aansprakelijkstellingen.</p> </li> <li> <p>Het is daarom van belang om een beoordeling te maken in hoeverre de aansprakelijkheidsvoorwaarden van de aanbieder passend zijn. Maak een jurist onderdeel van de beoordeling.</p> </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/#bronnen","title":"Bronnen","text":"<p>Advies Landsadvocaat Pels Rijcken over het gebruik van generatieve AI-tools door medewerkers van de Staat</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/#risico","title":"Risico","text":"<p>Er wordt gecontracteerd met een aanbieder die ongewenste aansprakelijkheidsvoorwaarden hanteert. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/","title":"Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.","text":"<p>owp-18OntwerpOntwikkelaarPublieke inkoop</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/#maatregel","title":"Maatregel","text":"<p>Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/#toelichting","title":"Toelichting","text":"<ul> <li>Door een vereiste onderdeel te maken van een (sub)gunningscriteria, ontstaat een mogelijkheid voor aanbieders om zich te onderscheiden van andere aanbieders.</li> <li>Dit kan zorgen voor een extra stimulatie op kwaliteitsaspecten van algoritmes</li> <li>In de context van algoritmes is dit in het bijzonder relevant, bijvoorbeeld in relatie tot vereisten als non-discriminatie, eerbiedigen fundamentele rechten of het verbod op schenden auteursrechten. </li> <li>Door vereisten te vertalen naar een (sub)gunningscriteria, kan een inhoudelijke beoordeling worden gemaakt in hoeverre een aanbieder voldoet aan deze vereisten.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/#bronnen","title":"Bronnen","text":"<ul> <li>Keuze gunningscriterium en opstellen (sub)gunningscriteria</li> <li>Handreiking Beste prijs-kwaliteitsverhouding:de basis</li> <li>Beste prijs-kwaliteitsverhouding</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/#voorbeeld","title":"Voorbeeld","text":"<p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/","title":"Cre\u00eber ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren","text":"<p>owp-19OntwerpOntwikkelenProjectleiderPublieke inkoop</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/#maatregel","title":"Maatregel","text":"<p>Cre\u00eber ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te gaan realiseren.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/#toelichting","title":"Toelichting","text":"<ul> <li> <p>Om op een betekenisvolle manier invulling te geven aan bepaalde vereisten, kan het noodzakelijk zijn dat opdrachtgever en aanbieder (innovatief) moeten gaan samenwerken. Op basis van nieuwe wet- en regelgeving (bv. AI-Verordening) of geharmoniseerde standaarden kunnen aanbieders mogelijk nog niet voldoen aan nieuwe vereisten. Het kan ook onduidelijk zijn hoe moet worden voldaan aan vereisten nu de technologie zich snel ontwikkelt of dat de specifieke omstandigheden van het beoogde gebruik vragen om een samenspel tussen opdrachtgever en aanbieder.</p> </li> <li> <p>Bij een verantwoorde inzet van algoritmes kan het bij vereisten zoals non-discriminatie, transparantie, menselijke controle en grondrechten van belang zijn om samen te onderzoeken hoe hier invulling aan moet worden gegeven. Het is belangrijk om bij de behoeftestelling al te verkennen om welke onderwerpen dit mogelijk van toepassing is. Bij een marktverkenning of informatiesessie kan worden verkend hoe aanbieders ervoor staan. Op basis hiervan kan worden beoordeeld in hoeverre bijvoorbeeld in een aanbesteding contractuele ruimte moet worden gecre\u00eberd voor opdrachtgever en aanbieder om hieraan te werken. </p> </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/#bronnen","title":"Bronnen","text":"<ul> <li>Ruimte voor Innovatie in het contract</li> <li>Aanbesteding Ethische Beeldinwinning en Objectherkenning Openbare Ruimte</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/#risico","title":"Risico","text":"<p>Door niet te kunnen samenwerken aan vereisten, kan de situatie ontstaan dat uiteindelijk niet op een betekenisvolle manier wordt voldaan aan deze vereisten voor een verantwoorde inzet van algoritmes. Gebrek aan samenwerking kan leiden tot onvermogen om de benodigde vereisten voldoende in de praktijk te garanderen. Ook is het belangrijk dat de verantwoordelijke goed genoeg begrijpt hoe het algoritme werkt en welke keuzes er gemaakt zijn tijdens het ontwerp, omdat alleen dan goed beoordeeld kan worden welke vereisten zijn voldaan en welke risico\u2019s nog niet of minder goed zijn afgedekt. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/#voorbeeld","title":"Voorbeeld","text":"<p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/","title":"Vul technische documentatie van aanbieder aan met relevante informatie vanuit de gebruiksverantwoordelijke.","text":"<p>owp-20OntwerpProjectleiderBeleid en adviesOntwikkelaarPublieke inkoopTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/#maatregel","title":"Maatregel","text":"<p>Vul technische documentatie van aanbieder aan met relevante informatie vanuit de gebruiksverantwoordelijke, zodat het alle relevante onderdelen van het algoritme zijn beschreven.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/#toelichting","title":"Toelichting","text":"<ul> <li> <p>Het is van belang dat duidelijke afspraken worden gemaakt over het opstellen, aanvullen en actueel houden van technische documentatie van algorites. Bij het inkopen van algoritmes moet hier rekening mee worden gehouden. De aanbieder zal een belangrijk deel van de technische documentatie moeten aanleveren, maar bij gebruik door de gebruiksverantwoordelijken zal deze informatie moeten worden aangevuld. </p> </li> <li> <p>Bespreek met het projectteam welke onderdelen van de technische documentatie, als genoemd in de Bijlage 4 AI-verordening, van het AI-systeem door welke partij (aanbieder of gebruiksverantwoordelijke) moeten worden ingevuld of aangevuld. </p> </li> <li> <p>Hierbij is het van belang dat de documentatie aansluit bij de verschillende gebruikers van het systeem, waarbij rekening wordt gehouden met verschillende toepassingen of versies. Bespreek met het projectteam welke onderdelen van de technische documentatie voor AI-systemen, als genoemd in de Bijlage 4 AI-verordening, door welke partij (aanbieder of gebruiksverantwoordelijke) moeten worden ingevuld of aangevuld. </p> </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/#bronnen","title":"Bronnen","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/#risico","title":"Risico","text":"<p>Door de technische documentatie niet volledig op te stellen, is niet geheel transparant hoe het algoritme functioneert en kan daar geen verantwoording voor worden afgelegd.    </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/","title":"Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst","text":"<p>owp-21OntwerpProjectleiderBeleid en adviesPublieke inkoop</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/#maatregel","title":"Maatregel","text":"<p>Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/#toelichting","title":"Toelichting","text":"<p>Het is van belang dat opdrachtgever mogelijkheden heeft om te controleren in hoeverre door aanbieder/opdrachtnemer wordt voldaan aan naleving van de contractvoorwaarden</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/#bronnen","title":"Bronnen","text":"<ul> <li>Contractvoorwaarden gemeente Amsterdam</li> <li>Europese Inkoopvoorwaarden Hoog Risico</li> <li>Europese Inkoopvoorwaarden Laag Risico</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/#risico","title":"Risico","text":"<p>Er kunnen geen controles of inspecties worden uitgevoerd om te beoordelen of de algoritmes van aanbieder nog voldoen aan de vereisten voor een verantwoorde inzet van algoritmes. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/#voorbeeld","title":"Voorbeeld","text":"<p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/","title":"Bepaal in een aanbesteding of algoritmes van een aanbieder bepalende invloed hebben in een besluit richting personen","text":"<p>owp-22OntwerpProjectleiderBeleid en adviesOntwikkelaarPublieke inkoopTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/#maatregel","title":"Maatregel","text":"<p>Ga na of algoritmes van een aanbieder een bepalende invloed hebben in een besluit richting personen en laat de aanbieder onderbouwen in hoeverre dit wel of niet het geval is.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/#toelichting","title":"Toelichting","text":"<ul> <li> <p>Als overheidsorganisaties algoritmes willen gebruiken van aanbieders, dan zal bijvoorbeeld tijdens een aanbestedingsproces moeten worden beoordeeld in hoeverre deze algoritmes invloed hebben op besluitvormingprocessen van deze organisaties. Algoritmes kunnen namelijk gebruikers ondersteunen bij de totstandkoming van besluiten, maar ook de besluitvorming van gebruikers overnemen. De mate van menselijke tussenkomst speelt daarbij een belangrijk rol. </p> </li> <li> <p>Een opdrachtgever moet zelf bepalen welke algoritmes, gezien de specifieke context, wenselijk en toegestaan zijn. Vervolgens moet worden beoordeeld of de algoritmes die worden aangeboden door aanbieder daarbij aansluiten.</p> </li> <li> <p>Tijdens het aanbestedingsproces moeten daarom inzichten worden verkregen hoe de algoritmes van aanbieders functioneren om tot een beoordeling te kunnen komen. Laat de aanbieder dit toelichten. </p> </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/#bronnen","title":"Bronnen","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/#risico","title":"Risico","text":"<p>Algoritmes van aanbieders nemen besluitvormende taken over, zonder dat daar zicht op is of dat dit is beoordeeld.  </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/","title":"Laat de aanbieder aangeven welke mate van opleiding en ondersteuning bij de implementatie nodig is om de beoogde algoritmes verantwoord te gebruiken.","text":"<p>owp-23OntwerpProjectleiderBeleid en adviesOntwikkelaarPublieke inkoop</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/#maatregel","title":"Maatregel","text":"<p>Laat de aanbieder aangeven welke mate van kennisoverdracht (opleiding en training) en ondersteuning bij de organisatorische implementatie nodig is om de beoogde algoritmes verantwoord te kunnen gebruiken. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/#toelichting","title":"Toelichting","text":"<p>Beoordeel of de kennisoverdracht en ondersteuning van aanbieder voldoende is om voor een langere periode zelfstandig op een verantwoorde wijze gebruikt te kunnen maken van de algoritmes.</p> <p>Laat de aanbieder aangeven op welk niveau de noodzakelijkerwijs te leveren trainingen passend is voor het beoogde gebruik, waarbij de opdrachtgever vooraf inzicht geeft in het bestaande niveau, zodat een aanbieder concreet kan zijn over eventuele verschillen tussen beiden.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/#risico","title":"Risico","text":"<p>Zonder kennisoverdracht aan de organisaties en gebruikers, ontstaat het risico's dat algoritmes onjuist worden toegepast of dat de output onjuist wordt ge\u00efnterpreteerd en zo fouten ontstaan bij het uitvoeren van overheidstaken. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/#bronnen","title":"Bronnen","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/","title":"Voer een risico-analyse met de aanbieder uit op het gebied van informatiebeveiliging bij een uitbestedingstraject","text":"<p>owp-24OntwerpProjectleiderBeleid en adviesTechnische robuustheid en veiligheidPublieke inkoop</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/#maatregel","title":"Maatregel","text":"<p>Voer een risico-analyse met de aanbieder uit op het gebied van informatiebeveiliging bij een uitbestedingstraject</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/#toelichting","title":"Toelichting","text":"<ul> <li>Stel vast of een aanbieder voldoet aan de Baseline Informatiebeveiliging Overheid.</li> <li>Bespreek de informatiebeveiligingseisen met aanbieder die verband houden met de beschikbaarheid, integriteit en vertrouwelijkheid van de informatie en de informatiesystemen.</li> <li>Bepaal of er, gezien de restrisico's, aanvullende beveiligingsmaatregelen (door de aanbieder of opdrachtgever) moeten worden getroffen om deze te beschermen.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/#bronnen","title":"Bronnen","text":"<ul> <li>Baseline Informatiebeveiliging Overheid, BIO 15.1.1.1</li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, IB.29</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/#risico","title":"Risico","text":"<p>Er is onvoldoende zicht op risico's op het gebied van informatiebeveiliging als gebruikt wordt gemaakt van algoritmes van aanbieders. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/","title":"Maak vereisten onderdeel van het programma van eisen bij een aanbesteding","text":"<p>owp-25OntwerpProjectleiderBeleid en adviesOntwikkelaarPublieke inkoop</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/#maatregel","title":"Maatregel","text":"<p>Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/#toelichting","title":"Toelichting","text":"<ul> <li>Door vereisten onderdeel te maken van het programma van eisen bij een aanbesteding, is het voor aanbieders duidelijk aan welke specifieke eisen een oplossing moet voldoen.</li> <li>Op basis hiervan kan een aanbieder een zo goed mogelijke aanbieding doen.</li> <li>Afhankelijk van de behoeftestelling kan het relevant zijn om bepaalde vereisten te verfijnen in het Programma van Eisen en aan te geven wanneer hieraan voldaan is, bijvoorbeeld met betrekking tot het transparantievereiste. Bepaal met het inkoopteam bij welke vereisten dit noodzakelijk is. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/#risico","title":"Risico","text":"<p>Er is niet gespecificeerd en daarmee achteraf niet afdwingbaar dat algoritmes aan bepaalde vereisten moeten voldoen die van de belangen voor de betreffende overheidsorganisatie. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/#bronnen","title":"Bronnen","text":"<p>Hoe specificeer ik mijn vraag?</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/#voorbeeld","title":"Voorbeeld","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/","title":"Maak vereisten voor algoritmes onderdeel van de Service Level Agreement","text":"<p>owp-26OntwerpProjectleiderBeleid en adviesOntwikkelaarPublieke inkoop</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/#maatregel","title":"Maatregel","text":"<p>Maak de vereiste onderdeel van Service Level Agreement</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/#toelichting","title":"Toelichting","text":"<ul> <li>Onderzoek met het inkoopteam het relevant is om vereiste voor een verantwoorde inzet van algoritmes onderdeel te maken van de Service Level Agreement. </li> <li>Met een SLA kunnen specifieke afspraken worden gemaakt over de kwaliteit van de dienstverlening van aanbieder.</li> <li>Hierbij kan worden gedacht aan onderwerpen als incidentmanagement, servicemanagement, verantwoordelijkheden matrix, hersteltijd, prestatiecriteria, reproduceerbaarheid, versiebeheer van de gebruikte algoritmes en informatiebeveiliging. </li> <li>Laat de aanbieder aangeven welke vormen van onderhoud aan de betreffende algoritmes nodig zijn en de snelheid waarmee signalen vanuit gebruik, ongeacht de bron, kunnen worden verwerkt in het systeem en welke expertise hiervoor beschikbaar is. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/#risico","title":"Risico","text":"<p>Zonder concrete afspraken te maken in de SLA, ontstaat het risico dat aloritmes (tijdelijk) of te langdurig niet kunnen worden gebruikt, onjuist fuctioneren of dat er geen verantwoording over de output kan worden afgelegd.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Algoritmes Auditdienst Rijk, SV.11 </li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 1.05 </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/#voorbeeld","title":"Voorbeeld","text":"<p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/","title":"Maak (contractuele) afspraken over data en artefacten met een aanbieder","text":"<p>owp-27OntwerpImplementatieJuristPublieke inkoop</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/#maatregel","title":"Maatregel","text":"<p>Maak (contractuele) afspraken met de aanbieder wie eigenaar is van de data en artefacten die ontstaan bij het gebruik van algoritmes.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/#toelichting","title":"Toelichting","text":"<p>Hier kan worden gedacht aan (initi\u00eble) trainingsdatasets, outputdata (richting gebruikers) en nieuwe trainingsdata (vanuit gebruikers). </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/#bronnen","title":"Bronnen","text":"Bron Algoritmekader"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/","title":"Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.","text":"<p>owp-28OrganisatieverantwoordelijkhedenProjectleiderBeleid en adviesGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/#maatregel","title":"Maatregel","text":"<p>Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/#toelichting","title":"Toelichting","text":"<ul> <li>Interne vastgestelde beleidskaders moeten worden toegepast bij het ontwikkelen, inkopen of gebruiken van algoritmes.</li> <li>Het is van belang dat tijdig, bijvoorbeeld in de probleemanalyse fase, inzichtelijk wordt gemaakt welke interne beleidskaders moeten worden toegepast.</li> <li>Hierbij kan worden gedacht aan definities die moeten worden gehanteerd, het naleven van inkoopbeleid, strategisch beleid volgen met betrekking tot het mogen inzetten van algoritmes binnen de organisaties of het doorlopen van processen en protocollen die moeten worden toegepast.</li> <li>Vraag de betrokken experts welke beleidskaders van toepassing zijn vanuit diens specifieke expertise. </li> <li>Ten behoeve van controles en audits is het van belang dat aantoonbaar wordt gemaakt dat de vastgestelde beleidskaders zijn nageleefd. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/#risico","title":"Risico","text":"<p>De in te zetten algoritmes voldoen niet aan vastgestelde beleidskaders. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Algoritmes Auditdienst Rijk, SV.8</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/","title":"Stel vast welke betrokkenen ge\u00efnformeerd moeten worden en welke informatie zij nodig hebben.","text":"<p>pba-04OntwerpOntwikkelenProjectleiderBeleid en adviesTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/#maatregel","title":"Maatregel","text":"<p>Stel vast welke betrokkenen ge\u00efnformeerd moeten worden over de ontwikkeling en het gebruik van algoritmes en welke informatie zij hierover nodig hebben.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/#toelichting","title":"Toelichting","text":"<p>Welke informatie over algoritmes relevant is, verschilt per partij. Het is van belang om deze partijen in beeld te brengen en vast te stellen welke informatie voor hen relevant is. Raadpleeg hierbij vastgestelde beleidskaders, waarin is beschreven welke informatie in welke gevallen moet worden gecommuniceerd.</p> <p>Stel bijvoorbeeld de volgende vragen:</p> Vragen Acties die je kan ondernemen Wie heeft informatie nodig over het ontwikkelen en gebruiken van algoritmes? Stel vast welke betrokken(en) binnen of buiten de organisatie iets over het algoritme wil of zou moeten weten. Wat voor informatie voor algoritmes heeft deze betrokken partij nodig? Toets dit ook bij vastgesteld beleid.    Ga na wat de doelgroep moet weten over de werking of inzet van het algoritme. Bepaal om welk technisch niveau dit gaat. Op wat voor manier informeer je de betrokken partij? Pas de juiste methodes toe om de doelgroep te informeren. Wanneer wordt deze informatie gebruikt? Ga na in welke fase van de levenscyclus de gewenste informatie over de werking of inzet van het algoritme wordt gebruikt. Hoe verschilt de informatiebehoefte in elke fase van de levenscyclus? Wie is er verantwoordelijk voor de informatieverstrekking? Bepaal wie er informatie over het algoritme moet ophalen, en wie er voor die informatie kan zorgen. <p>Maak bij het vaststellen van de informatiebehoefte onderscheid tussen transparantie, uitlegbaarheid en interpreteerbaarheid. Houd daarbij ook rekening met zaken die moeten worden gecommuniceerd. Denk hierbij aan het kunnen uitleggen hoe een automatisch genomen besluit tot stand is gekomen. </p> <p>Stel een communicatieplan op over de ontwikkeling en gebruik van het algoritme. Bepaal vervolgens aan de hand van de levenscyclus wanneer, welke informatie wanneer beschikbaar moet worden gesteld. Stel vast wie verantwoordelijk is voor het opstellen of het leveren van een bijdrage aan deze informatie. In het communicatieplan kunnen verder zaken worden opgenomen als:</p> <ul> <li>Het doel van het algoritme.</li> <li>Mogelijkheden van het algoritme.</li> <li>Beperkingen van het algoritme.</li> <li>Context waarin het algoritme wordt toegepast.</li> <li>Wie heeft informatie nodig?</li> <li>Wat voor informatie heeft deze betrokken partij nodig?</li> <li>Op wat voor manier informeer je de betrokken partij?</li> <li>Wanneer wordt deze informatie gebruikt?</li> <li>Wie is er verantwoordelijk voor de informatieverstrekking?</li> <li>Hoe en naar wie communiceer je in het geval van een incident?</li> <li>Wat is de planning voor de communicatieactiviteiten?</li> </ul> <p>Overleg regelmatig met betrokkenen en belanghebbenden in hoeverre de informatieverstrekking aansluit bij de (nieuwe) behoeften.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/#bronnen","title":"Bronnen","text":"<p>Algoritmekader</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/#risico","title":"Risico","text":"<p>Het risico is dat partijen niet of onvolledig worden ge\u00efnformeerd over de ontwikkeling en gebruik van algoritmes, en hierdoor hun rechten niet kunnen effectueren of belangen kenbaar kunnen maken.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/#voorbeeld","title":"Voorbeeld","text":"<ul> <li>Bouwstenen van een communicatieplan</li> <li>WMO voorspelmodel</li> <li>Handreiking WMO voorspelmodel</li> <li>Maatwerkscan UWV</li> <li>Slimme keuzehulp aangifte internetoplichting: Ik heb iets gekocht, maar niets ontvangen</li> <li>Chatbot gemeente Hillegom</li> </ul> <p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/","title":"Pas uitlegbaarheidstechnieken toe en evalueer en valideer deze.","text":"<p>owp-07OntwerpProjectleiderBeleid en adviesOntwikkelaarTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/#maatregel","title":"Maatregel","text":"<p>Pas uitlegbaarheidstechnieken toe en evalueer en valideer deze.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/#toelichting","title":"Toelichting","text":"<p>Uitlegbaarheidstechnieken helpen om de werking van een algoritme transparant te maken. De keuze voor het type algoritme bepaalt hoe transparant je kunt zijn. Van rekenregels kun je namelijk precies uitleggen hoe deze tot een beslissing komen. Maar complexe AI-systemen kunnen een black box zijn. Het is dan onduidelijk hoe deze systemen beslissingen maken. </p> <p>Afhankelijk van het type algoritme zijn er uitlegbaarheidstechnieken beschikbaar om de werking en keuzes van een algoritme bloot te leggen. Er moet eerst een keuze worden gemaakt welk type algoritme geschikt is gezien de informatiebehoefte. Het is belangrijk om samen met de betrokken partijen vast te leggen welke uitlegbaarheidstechnieken moeten worden toegepast. Bij bronnen kan informatie worden geraadpleegd die helpen bij het vinden van de juiste methodiek.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/#gebruik-uitlegbaarheid-bij-besluiten","title":"Gebruik uitlegbaarheid bij besluiten","text":"<p>Onderzoek hoe uitlegbaarheidstechnieken kunnen bijdragen aan het motiveren van besluiten. Dit kan bijvoorbeeld door:</p> <pre><code>- De output van het algoritme te koppelen aan het zaakdossier, met een toelichting op de interpretatie van die output.\n- De output of een samenvatting hiervan op te nemen in de beschikking.\n</code></pre>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/#beperkingen-en-veiligheid","title":"Beperkingen en veiligheid","text":"<p>Vanuit veiligheidsoverwegingen kan bij specifieke algoritmes besloten worden om bepaalde informatie over de werking van een algoritme niet aan iedereen vrij te geven. Denk hierbij aan de beperkingen die de Wet Open Overheid oplegt. Houd ook rekening met mogelijke risico\u2019s op aanvallen die kunnen ontstaan door het gebruik van uitlegbaarheidstechnieken, zoals omschreven in: A Survey of Privacy-Preserving Model Explanations: Privacy Risks, Attacks, and Countermeasures. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/#evaluatie-en-validatie","title":"Evaluatie en validatie","text":"<p>Evalueer de uitlegbaarheid van het systeem op functionele, operationele, bruikbaarheids- en veiligheidsvereisten in samenwerking met betrokkenen zoals gebruikers. Valideer of de uitkomst van het algoritme begrijpelijk genoeg is voor gebruiker om hier op een verantwoorde wijze mee te werken.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/#risico","title":"Risico","text":"<p>Als er geen rekening wordt gehouden met de uitlegbaarheid van een algoritme binnen een bepaalde context, ontstaat het risico dat de output van het algoritme niet wordt begrepen of verkeerd wordt ge\u00efnterpreteerd, wat kan leiden tot onjuist gebruik.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/#bronnen","title":"Bronnen","text":"<ul> <li>Toolkit voor implementatie</li> <li>An introduction to explainable AI with Shapley values</li> <li>Paper over (de evaluatie van) toolkits</li> <li>UXAI: Design Strategy</li> <li>Overzicht (evaluatie van) metrieken XAI</li> <li>Part 2: Explaining AI in practice | ICO</li> <li>A Survey of Privacy-Preserving Model Explanations: Privacy Risks, Attacks, and Countermeasures</li> <li>Towards Transparency by Design for Artificial Intelligence | Science and Engineering Ethics.</li> <li>From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/#voorbeeld","title":"Voorbeeld","text":"<ul> <li>Gemeente Amsterdam - Onderzoekswaardigheid Algoritme \u2018Slimme check\u2019. Een tool die de medewerkers helpt om te bepalen of een aanvraag levensonderhoud onderzoekswaardig is. (niet meer in gebruik!): Overzicht Verwerkte Data en Features</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/","title":"Maak gebruik van een algoritme dat bronvermelding kan genereren bij de output.","text":"<p>imp-10OntwerpVerificatie en validatieProjectleiderBeleid en adviesTransparantiePublieke inkoop</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/#maatregel","title":"Maatregel","text":"<p>Maak gebruik van een algoritme dat bronvermelding kan genereren bij de output.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/#toelichting","title":"Toelichting","text":"<p>Bij het gebruik van generatieve AI/LLM\u2019s is bronvermelding van belang. Hiermee kan tot op zekere hoogte een beoordeling worden gegeven in hoeverre bij het trainen van het AI-model rechtmatig gebruik is gemaakt van bronnen. Bronvermelding is daarnaast essentieel om de output van het AI-model inhoudelijk te kunnen controleren, wat ook informatie geeft in hoeverre het AI-model bijvoorbeeld al dan niet hallucineert of manipuleert. </p> <p>Voor het ontwikkelen van een AI-model is bronvermelding noodzakelijk, omdat het voor ontwikkelaars de enige manier is om te kunnen controleren of het model goed werkt. Dit geldt ook voor ontwikkelaars die pre-trained modellen gebruiken. </p> <p>Neem het kunnen generenen van een bronvermelding mee als een 'requirement' voor het te ontwikkelen AI-model in de ontwerpfase of maakt het onderdeel van de behoeftestelling en specificeer deze behoefte in het inkoopproces.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/#bronnen","title":"Bronnen","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/#voorbeeld","title":"Voorbeeld","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/","title":"Pas vastgestelde beleidskaders toe","text":"<p>org-02OrganisatieverantwoordelijkhedenProjectleiderBeleid en adviesGovernanceTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/#maatregel","title":"Maatregel","text":"<p>Pas vastgestelde beleidskaders toe.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/#toelichting","title":"Toelichting","text":"<ul> <li>Vastgestelde (interne) beleidskaders moeten worden toegepast bij het ontwikkelen, inkopen of gebruiken van algoritmes. Denk aan specifiek beleid voor de inzet van algoritmes.</li> <li>Het is van belang dat tijdig, bijvoorbeeld in de probleemanalyse fase, inzichtelijk wordt gemaakt welke interne beleidskaders moeten worden toegepast.</li> <li>Hierbij kan worden gedacht aan definities die moet worden gehanteerd, het naleven van inkoopbeleid, strategisch beleid volgen met betrekking tot het mogen inzetten van algoritmes binnen de organisaties of het doorlopen van processen en protocollen die moeten worden toegepast.</li> <li>Vraag de betrokken experts welke beleidskaders van toepassing zijn vanuit diens expertise. </li> <li>Ten behoeve van controles en audits is het van belang dat aantoonbaar wordt gemaakt dat de vastgestelde beleidskaders zijn nageleefd. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/#risico","title":"Risico","text":"<p>De in te zetten algoritmes voldoen niet aan vastgestelde beleidskaders. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/#bronnen","title":"Bronnen","text":"<p>Onderzoekskader Algoritmes Auditdienst Rijk, SV.8</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/#voorbeeld","title":"Voorbeeld","text":"<p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/","title":"Controleer de datakwaliteit","text":"<p>dat-01Dataverkenning en datapreparatieOntwikkelaarData</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/#maatregel","title":"Maatregel","text":"<p>Stel vast of de gebruikte data van voldoende kwaliteit is voor de beoogde toepassing.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/#toelichting","title":"Toelichting","text":"<ul> <li> <p>Stel functionele eisen voor de datakwaliteit vast en analyseer structureel of er aan deze eisen wordt voldaan. </p> </li> <li> <p>De kwaliteit van de data die als input voor het algoritme wordt gebruikt is bepalend voor de uitkomsten van het algoritme. Hier wordt soms ook naar gerefereerd als garbage in = garbage out. </p> </li> <li>Een vraag die gesteld dient te worden: beschrijft de data het fenomeen dat onderzocht dient te worden? </li> <li> <p>Het Raamwerk gegevenskwaliteit bevat een breed toepasbare set van kwaliteitsdimensies:</p> <ul> <li>juistheid</li> <li>compleetheid</li> <li>validiteit</li> <li>consistentie</li> <li>actualiteit</li> <li>precisie</li> <li>plausibiliteit</li> <li>traceerbaarheid</li> <li>begrijpelijkheid</li> </ul> <p>Deze dimensies zijn aangevuld met kwaliteitsattributen welke gebruikt kunnen worden om de verschillende dimensies meetbaar te maken. </p> </li> <li> <p>De vraag of de data kwaliteit voldoende is, hangt sterk samen met de vraag of er bias in de onderliggende data zit. Analyseer daarom ook welke bias en aannames er besloten zijn in de onderliggende data. Denk hierbij onder andere aan de volgende vormen van bias:</p> <ul> <li>historische bias</li> <li>meetbias</li> <li>representatie bias</li> </ul> </li> <li> <p>Zorg dat je data vindbaar, toegankelijk, interoperabel en herbruikbaar (FAIR) is.</p> </li> </ul> <p>Let op!</p> <p>Wanneer je een algoritme inkoopt en de ontwikkeling van het algoritme uitbesteedt aan een derde partij, houdt er dan dan rekening mee dat data traceerbaar en reproduceerbaar moet zijn. Maak hier heldere afspraken over met de aanbieder. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/#risico","title":"Risico","text":"<ul> <li>Door onjuiste beslissingen van gegevens kunnen verkeerde beslissingen genomen worden. </li> <li>Het model cre\u00ebert onwenselijke systematische afwijking voor specifieke personen, groepen of andere eenheden. Dit kan leiden tot ongelijke behandeling en discriminerende effecten met eventuele schade voor betrokkenen. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Algoritmes Auditdienst Rijk, DM.9, DM.19</li> <li>Toetsingskader Algoritmes, Algemene Rekenkamder, 2.18</li> <li>NORA, Raamwerk gegevenskwaliteit</li> <li>Impact Assessment Mensenrechten en Algoritmes, 2A.2.2</li> <li>Handreiking non-discriminatie by design</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/","title":"Maak waardevolle data vindbaar, toegankelijk, interoperabel en herbruikbaar (FAIR) binnen en buiten de eigen organisatie.","text":"<p>dat-02Dataverkenning en datapreparatieOntwikkelaarData</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/#maatregel","title":"Maatregel","text":"<p>Maak waardevolle data vindbaar, toegankelijk, interoperabel en herbruikbaar (FAIR) binnen en buiten de eigen organisatie.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/#toelichting","title":"Toelichting","text":"<p>De internationale FAIR-principes zijn richtlijnen voor de manier van beschrijven, opslag en publicatie van data. </p> <ul> <li>Findable (vindbaar): Metadata moet gemakkelijk te vinden zijn voor zowel mensen als computers.</li> <li>Accessible (toegankelijk): Gebruikers moeten weten hoe toegang tot de data verkregen kan worden (autorisatie en authenticatie)</li> <li>Interoperable (uitwisselbaar): Data moet meestal ge\u00efntegreerd worden met andere data en bijbehorden applicaties, opslag en processen.</li> <li>Reusable (herbruikbaar): Het uiteindelijke doel van FAIR is om hergebruik van data te optimaliseren.</li> </ul> <p>Wanneer je voldoet aan de 15 principes is je data 'machine actionable'. Dit maakt het mogelijk dat de data effectief gebruikt kan worden voor verschillende algoritmes.</p> <p>FAIR data betekent niet per definitie dat data open data is. Juist ook voor (privacy) gevoelige data (gesloten data) kan het heel zinvol zijn om te voldoen aan de principes voor FAIR data, om juist daarmee specifieke geautoriseerde toegang tot gevoelige data mogelijk te kunnen maken.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/#15-principes-voor-fair-data","title":"15 principes voor FAIR data","text":"<p>Er zijn 15 principes voor FAIR data geformuleerd:</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/#findable-vindbaar","title":"Findable (vindbaar)","text":"<ul> <li> <p>F1: Aan (meta)data wordt een wereldwijd unieke en permanente identifier toegevoegd</p> <p>Voorbeeld</p> <p>Met behulp van Persistent Identifiers (PID) zorg je ervoor dat jouw data (bijvoorbeeld onderzoeksdata) altijd vindbaar blijft.  PID's kun je vergelijken met het ISBN-nummer bij boeken. Het idee is dat ook als de locatie of de onderliggende infrastructuur verandert, de verwijzing intact blijft. </p> </li> <li> <p>F2: Data wordt beschreven met rijke metadata</p> <p>Voorbeeld</p> <p>Het team van data.overheid.nl heeft de metadata standaard DCAT-AP-DONL ontwikkeld die speciaal voor de uitwisseling van dataset informatie voor de Nederlandse situatie is ingericht. Dit is gebaseerd op de Data Catalog Vocabulary (DCAT) versie die de Europese Unie heeft opgesteld. Je kan hierover meer lezen op de site van data.overheid.nl.</p> </li> <li> <p>F3: Metadata bevat duidelijk en expliciet de identificatie van de data die ze beschrijven</p> </li> <li>F4: (Meta)data worden geregistreerd of ge\u00efndexeerd in een doorzoekbare bron </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/#accessible-toegankelijk","title":"Accessible (toegankelijk)","text":"<ul> <li>A1: (Meta)data zijn opvraagbaar op basis van hun identificatiecode met behulp van een gestandaardiseerd communicatieprotocol </li> <li>A1.1: Het protocol is open, vrij en universeel implementeerbaar </li> <li>A1.2: Het protocol maakt waar nodig een authenticatie- en autorisatieprocedure mogelijk </li> <li>A2: Metadata zijn toegankelijk, ook als de data niet meer beschikbaar zijn </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/#interoperable-uitwisselbaar","title":"Interoperable (uitwisselbaar)","text":"<ul> <li>I1: (Meta)data gebruikt een formele, toegankelijke, gedeelde en breed toepasbare taal voor kennisrepresentatie </li> <li> <p>I2: (Meta)data gebruikt gegevenswoordenboeken of vocabulaires die FAIR-principes volgen </p> <p>Voorbeeld woordenboek</p> <p>In het woordenboek Hitte staan ongeveer 230 definities van termen rond het thema hitte die gebruikt worden in het klimaatadaptatieveld. Dit woordenboek is ontwikkeld in opdracht van het ministerie van Infrastructuur en Waterstaat door overheidsstichting Geonovum.</p> </li> <li> <p>I3: (Meta)data bevat gekwalificeerde verwijzingen naar andere (meta)data </p> </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/#reusable-herbruikbaar","title":"Reusable (herbruikbaar)","text":"<ul> <li>R1: (Meta)data wordt rijkelijk beschreven met een veelheid aan nauwkeurige en relevante attributen </li> <li>R1.1: (Meta)data wordt vrijgegeven met een duidelijke en toegankelijke licentie voor datagebruik </li> <li> <p>R1.2: (Meta)data wordt geassocieerd met gedetailleerde herkomst </p> <p>Voorbeeld</p> <p>PROV-DM is een conceptueel datamodel dat gebruikt kan worden voor de herkomstinformatie (provenance) van data. </p> </li> <li> <p>R1.3: (Meta)data voldoet aan domein-relevante normen </p> </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/#bronnen","title":"Bronnen","text":"<ul> <li>GO FAIR Foundation</li> <li>3-point FAIRification framework 3PFF</li> <li>Toolbox verantwoord datagebruik, 2b</li> <li>NORA online</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/","title":"Geef data zoals persoonsgegevens een bewaartermijn met een vernietigingsprocedure","text":"<p>dat-04OntwikkelenMonitoring en beheerJuristProjectleiderTechnische robuustheid en veiligheidPrivacy en gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/#maatregel","title":"Maatregel","text":"<p>Bepaal de bewaartermijnen en richt een vernietigingsprocesdure in voor de verwerkte (persoons)gegevens.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/#toelichting","title":"Toelichting","text":"<ul> <li>(Persoons)gegevens die het algoritme verwerkt worden niet langer bewaard dan voor de verwezenlijking van de  verwerkingsdoeleinden noodzakelijk is.</li> <li>Beschrijf de bewaartermijnen voor de gegevens, bijvoorbeeld in een DPIA.</li> <li>Beschrijf hoe de (persoons)gegeven moeten worden vernietigd.</li> <li>Zorg ervoor dat de vereisten met betrekking tot bewaartermijnen correct zijn of worden vertaald naar het algoritme en de onderliggende (zaak)systemen.</li> <li>Controleer of deze maatregelen voor de bewaartermijnen en vernietiging van de (persoons)gegevens (in de onderliggende systemen) zijn getroffen en zorg dat dit aantoonbaar is, bijvoorbeeld met logbestanden.</li> <li>Maak aantoonbaar dat persoonsgegevens zijn vernietigd, bijvoorbeeld met logbestanden.  </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Algoritmes Auditdienst Rijk, PRI.11</li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 3.17</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/#voorbeeld","title":"Voorbeeld","text":"<pre><code>!!! example \"UWV: Klantapplicatie WW\"\n\n    _Dit voorbeeld heeft een aantal aanpassingen nodig voordat deze in uw organisatie te gebruiken is._&lt;br&gt;&lt;br&gt;\n    Het UWV heeft in haar privacy statement aangegeven dat zij zich houdt aan de richtlijnen van de Archiefwet voor het bewaren van persoonsgegevens. Hierin staat beschreven welke data bewaard/verwijderd moet worden en op welke termijn. Er staat hier ook een kopje over \u201cUitvoering Vernietiging\u201d waarin uitgelegd staat dat een afdeling binnen het UWV de vernietiging uitvoert.&lt;br&gt;\n    Dit voorbeeld zou verder uitgebreid kunnen worden door de vernietigingsprocedure verder toe te lichten. Op dit moment wordt niet uitgelegd over hoe elektronische of fysieke data vernietigd wordt.&lt;br&gt;&lt;br&gt;\n    Bron: [Selectielijst UWV - Nationaal Archief](https://www.nationaalarchief.nl/archiveren/kennisbank/selectielijst-voor-het-uitvoeringsinstituut-werknemersverzekeringen-uwv-voor)\n</code></pre>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/","title":"Bescherm persoonsgegevens door data te anonimiseren, pseudonimiseren of te aggregeren","text":"<p>dat-05Dataverkenning en datapreparatieOntwikkelenOntwikkelaarJuristPrivacy en gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/#maatregel","title":"Maatregel","text":"<p>Pas maatregelen toe als pseudonimiseren, anonimisering of aggregeren van persoonsgegevens toe bij het verwerken van de data. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/#toelichting","title":"Toelichting","text":"<ul> <li>Als is vastgesteld welke persoonsgegevens mogen worden verwerkt voor het ontwikkelen en gebruiken van algoritmes, moet worden nagegaan of er maatregelen kunnen worden getroffen om deze te beschermen.</li> <li>Het algoritme verwerkt niet meer persoonsgegevens dan noodzakelijk; de verwerkte gegevens zijn proportioneel en substantieel.</li> <li>Hierbij kan worden gedacht aan het pseudonomiseren, anonimiseren of aggregeren van persoonsgegevens.</li> <li>Het bepalen of persoonsgegevens mogen worden verwerkt voor algoritmes moet worden bekeken in samenhang met maatregelen die kunnen worden getroffen om deze gegevens te beschermen. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Auditdienst Rijk, PRI.5</li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 2.20</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/","title":"Controleer de auteursrechten van eigen data","text":"<p>dat-06OntwerpDataverkenning en datapreparatieJuristData</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/#maatregel","title":"Maatregel","text":"<p>Controleer of eventueel door de eigen organisatie verstrekte data binnen of buiten auteursrechten vallen. Bij voorkeur blijven de data eigendom van de (verstrekkende) overheidsorganisatie.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/#toelichting","title":"Toelichting","text":"<p>Het is van belang om te controleren of de te verwerken data waar overheidsorganisaties zelf over beschikken rechtmatig zijn verkregen en geen inbreuken maken op auteursrechten. Hier kan worden gedacht aan data die is gescraped van het internet en zou kunnen worden gebruikt voor de ontwikkeling van een algoritme.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/#bronnen","title":"Bronnen","text":"<p>Algoritmekader</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/","title":"Gebruik duurzame datacenters","text":"<p>dat-07OntwerpDataverkenning en datapreparatieOntwikkelenImplementatieMonitoring en beheerOntwikkelaarProjectleiderBeleid en adviesDuurzaamheid</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/#maatregel","title":"Maatregel","text":"<p>Maak gebruik van datacenters die gebruikmaken van duurzame energiebronnen en energie-effici\u00ebnte technologie\u00ebn voor de opslag en verwerking van data.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/#toelichting","title":"Toelichting","text":"<p>Door data op te slaan en algoritmes te laten draaien in datacenters die hernieuwbare energiebronnen inzetten en bijvoorbeeld de ontstane restwarmte recyclen, kun je de ecologische voetafdruk van de algoritmes aanzienlijk verkleinen. Datacenters die zich op duurzaamheid richten, verlagen de CO\u2082-uitstoot van hun infrastructuur en bieden mogelijk duurzaamheidsrapportages. Let bij het kiezen van een aanbieder op mogelijke greenwashing; dit gebeurt wanneer bedrijven beweren groen te zijn zonder dit met concrete maatregelen te onderbouwen.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/#technologieen-voor-energie-efficiente-datacenters","title":"Technologie\u00ebn voor energie-effici\u00ebnte datacenters","text":"<p>Om datacenters energie-effici\u00ebnt te maken, zijn er verschillende benaderingen:</p> <ul> <li>Gebruik van groene energiebronnen: Kies voor datacenters/aanbieders die hernieuwbare energie gebruiken. Maak bijvoorbeeld afspraken over een doel, zoals een DCie-score van minimaal 50%, gewogen over een heel jaar. De DCie score van elk Overheids Datacenter (ODC) kun je hier bekijken. Je kunt ook kijken of naast duurzame stroom ook restwarmte van servers wordt benut om bijvoorbeeld nabijgelegen gebouwen te verwarmen.</li> <li>Koeling en energiebeheer optimaliseren: Adiabatische koeling, waarbij water en lucht worden gebruikt in plaats van elektriciteit, verlaagt het energieverbruik. Effici\u00ebnte stroomverdeling en warmteterugwinning dragen verder bij aan een lagere ecologische voetafdruk.</li> <li>Monitoren: Blijf controleren op duurzame prestaties door te letten op certificeringen, zoals ISO 14001, ISO 50001 en BREEAM, en vraag naar energierapportages en details over het energieverbruik en de herkomst van stroom. Dit helpt om claims van duurzaamheid te toetsen en te voorkomen dat je in greenwashing trapt.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/#risico","title":"Risico","text":"<p>Door geen gebruik te maken van duurzame datacenters, loop je het risico op een hogere CO\u2082-uitstoot, en wordt daardoor niet aangesloten bij Rijksbreed beleid. Ook loop je risico op hogere energiekosten.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/#bronnen","title":"Bronnen","text":"<ul> <li>Rijks ICT Dashboard - Duurzaamheid</li> <li>Denk Doe Duurzaam - Doelen voor ICT</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/","title":"Gebruik bij machine learning technieken gescheiden train-, test- en validatiedata en houdt rekening met underfitting en overfitting.","text":"<p>dat-07Dataverkenning en datapreparatieOntwikkelenOntwikkelaarDataTechnische robuustheid en veiligheidBias en non discriminatie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/#maatregel","title":"Maatregel","text":"<p>Indien je gebruik maakt van machine learning technieken, maak een passende keuze voor gescheiden train-, test- en validatiedata en houd hierbij rekening met underfitting en overfitting. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/#toelichting","title":"Toelichting","text":"<p>Verdeel je dataset in drie delen:</p> <ol> <li> <p>de trainingsset</p> <p>Deze dataset wordt gebruikt om het model te trainen. Uit deze dataset worden de onderliggende patronen of relaties geleerd die later gebruikt kunnen worden om voorspellingen mee te doen.</p> <p>De kwaliteit van deze dataset moet goed zijn en zo representatief mogelijk voor de doelpopulatie. Eventuele bias of vooroordelen in deze dataset kan door het trainen in het model sluipen.</p> </li> </ol> <p>Let bij het samenstellen van de traningsset op dat de data waarop het model gebaseerd is, niet beschikbaar zijn voordat de uitkomsten zijn geobserveerd. Met andere woorden, zorg ervoor de de voorspellingen geen onderdeel kunnen zijn van de inputvariabelen. </p> <ol> <li> <p>de validatieset</p> <p>De validatieset fungeert als een onafhankelijke, onbevooroordeelde dataset voor het vergelijken van de prestaties van verschillende algoritmes die zijn getraind op onze trainingsset.</p> <p>Verschillende modellen kunnen getraind worden op de trainingsdataset. Zo kan je bijvoorbeeld vari\u00ebren in de (hyper)parameters of de inputvariabelen. Dit leidt tot verschillende varianten van het model. Om de prestaties van de verschillende modellen te vergelijken, moeten we een nieuwe dataset gebruiken: de validatieset. Zou je hiervoor de trainingsdataset gebruiken, kan dat leiden tot overfitting, wanneer het model dan te specifiek afgestemd is op 1 dataset. Het model kan dan niet voldoende generaliseren voor nieuwe situaties.</p> </li> <li> <p>de testset</p> <p>Nadat er met behulp van de validatieset een keuze is gemaakt voor een passend model en bijbehorende (hyper)parameters, moet je het model nog testen op nieuwe data. Dit geeft een beeld van de werkelijke prestaties van het model in nieuwe omstandigheden. </p> <p>Let op dat je pas naar deze resultaten kijkt als laatste stap. Inzichten uit deze testdataset mogen niet worden meegenomen in de ontwikkeling, omdat dit kan leiden tot overfitting. Het model zal dan in productie mogelijk minder goed presteren. </p> </li> </ol>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/#grootte-van-de-drie-datasets","title":"Grootte van de drie datasets","text":"<p>Er is geen optimale verdeling van de drie datsets. Veelvoorkomende verhoudingen om je data in te splitten zijn:</p> <ul> <li>80% trainingsset, 10% validatieset, 10% testset</li> <li>70% trainingsset, 15% validatieset, 15% testset</li> <li>60% trainingsset, 20% validatieset, 20% testset</li> </ul> <p>Afhankelijk van de hoeveelheid beschikbare data en de context maak je hierin een keuze. Houdt hierbij rekening met:</p> <ul> <li>Hoe minder trainingdata, hoe groter de variantie van het model tijdens het trainen. De patronen en relaties die ontdekt zijn, bevatten dan een grotere onzekerheid. </li> <li>Hoe minder validatie- en testdata je gebruikt, hoe grote de variantie en de onzekerheid in de verwachte prestaties van het algoritme. </li> <li>Hoe complexer het model, en hoe meer (hyper)parameters er zijn om te optimaliserne, hoe groter de validatieset moet zijn om het model met optimale presetaties te vinden. Wanneer er weinig hyperparameters zijn, is een relatief kleine validatieset vaak voldoende.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/#k-fold-cross-validation","title":"k-fold cross validation","text":"<p>Naast dat je de datasets willekeurig kan verdelen in drie delen (aselect), kan je ook meer geavanceerde technieken gebruiken. Een robuuste en veelgebruikte techniek is k-fold cross validation, waarbij het model k keer wordt getraind op verschillende delen van de data. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/#risico","title":"Risico","text":"<p>Door onjuiste training van het model presteert het model in de praktijk minder goed dan bij de tests. Als trainings-, validatie- en testdata door elkaar lopen (\"data leakage\"), kan dit leiden tot overfitting, waardoor het model beter lijkt te presteren dan in werkelijkheid het geval is.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Auditdienst Rijk, DM.5, DM.6</li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 2.15, 2.21 </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/","title":"Zorg dat je controle of eigenaarschap hebt over de data","text":"<p>dat-08Dataverkenning en datapreparatieProjectleiderDataPublieke inkoop</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/#maatregel","title":"Maatregel","text":"<p>De organisatie heeft volledige controle of eigenaarschap over de data. Wanneer dit niet mogelijk is, zijn afspraken gemaakt om de functionele eisen te waarborgen.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/#toelichting","title":"Toelichting","text":"<p>Wanneer een algoritme ontwikkeld of ingekocht wordt, is het belangrijk om toegang tot de gebruikte data goed te regelen. Maak bijvoorbeeld afspraken over wie ervoor zorgt dat de data:</p> <ul> <li>op een centrale plek beschikbaar wordt gesteld</li> <li>van voldoende kwaliteit is</li> <li>goed beveiligd is</li> </ul> <p>Wanneer een algoritme wordt ontwikkeld door een derde partij en dus niet wordt beheerd door de eigen organisatie, maak je duidelijke afspraken over eigenaarschap van de data. Dat geldt zowel voor de inputdata als de outputdata.  Zorg dat de inputdata tot je beschikking blijft, zodat resultaten altijd reproduceerbaar zijn. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/#risico","title":"Risico","text":"<p>De organisatie is afhankelijk voor de data of het model afhankelijk van derden en kan daardoor reproduceerbaarheid en prestatie niet garanderen.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Auditdienst Rijk, DM.23</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/","title":"Beperk de omvang van datasets voor energie-effici\u00ebntie","text":"<p>dat-09Dataverkenning en datapreparatieOntwikkelenOntwikkelaarProjectleiderDataDuurzaamheid</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/#maatregel","title":"Maatregel","text":"<p>Houd datasets beperkt tot het noodzakelijke en voldoende specifiek om onnodige energieconsumptie te voorkomen tijdens de verwerking en opslag van data voor algoritmes. We noemen dit ook wel dataminimalisatie.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/#toelichting","title":"Toelichting","text":"<p>Hoe meer je bewaart, hoe meer ruimte dat kost om op te slaan. Bovendien verbruikt elk apparaat dat nodig is om data op te slaan stroom. Dat heeft grote invloed op de CO\u2082-uitstoot van een datacentrum. Grote datasets brengen daarom hoge energie- en opslagkosten met zich mee. Door de dataset bewust te beperken tot relevante gegevens, kun je ook de energie-effici\u00ebntie van algoritmes aanzienlijk verbeteren. Vooral bij de ontwikkeling van AI-systemen kan het verminderen van data bijdragen aan lagere energiebehoeften en CO\u2082-uitstoot.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/#technieken-voor-dataminimalisatie","title":"Technieken voor dataminimalisatie","text":"<ul> <li>Slimme selectie van trainingsdata: Gebruik methoden die irrelevante data uit de dataset filteren, zoals dataselectie-algoritmes en sampling-technieken. Door te focussen op relevante data, beperk je de omvang zonder de prestaties van het model te be\u00efnvloeden.</li> <li>Verwijderen van redundante en dubbele data: Deduplicatie van data minimaliseert onnodige verwerkingskracht. Door alleen unieke en relevante gegevens op te slaan, wordt de opslagbehoefte verder beperkt.</li> <li>Opschonen en archiveren van verouderde data: Regelmatige archivering of verwijdering van verouderde data in je dataset zorgt voor een verminderde voetafdruk en verhoogt ook de effici\u00ebntie.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/#risico","title":"Risico","text":"<p>Zonder dataminimalisatie loopt je organisatie het risico op onnodig hoge energie- en opslagkosten, en een grotere ecologische impact.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Auditdienst Rijk, PRI.5</li> <li>Rijks ICT-dashboard</li> <li>Sustainable artificial intelligence \u2013 TU Delft</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/","title":"Ontwerp en ontwikkel het algoritme volgens de principes van \u2018security by design\u2019","text":"<p>owk-01OntwikkelenProjectleiderOntwikkelaarTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/#maatregel","title":"Maatregel","text":"<p>Hanteer principes van \u2018security by design\u2019 (informatiebeveiligingsmaatregelen) als uitgangspunten bij de ontwikkeling van het algoritme. Stel vast welke principes horen bij security by design en welke relevant zijn voor het ontwerp of de ontwikkeling van het algoritme. Mogelijke documenten waarin deze principes kunnen worden opgenomen, zijn het security beleid, of ontwikkelbeleid. Bij het bepalen en vaststellen van de juiste principes kunnen interviews met de ontwikkelaar en software-architecten helpen.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/#toelichting","title":"Toelichting","text":"<p>Security by design is gehanteerd en terug te zien als uitgangspunt. (BIO 14.2.1.1) </p> <p>Security by design benadrukt het belang van het in een vroeg stadium integreren van securitymaatregelen. Op die manier kan worden voldaan aan regelgeving, maar wordt de weerbaarheid tegen bijvoorbeeld cyberaanvallen verhoogd. In een vroeg stadium nadenken over security betekent dat vroeg al de benodigde expertise wordt betrokken, zoals een security-officer.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/#risico","title":"Risico","text":"<p>Wanneer tijdens het ontwerp en de inrichting van het algoritmisch systeem niet voldoende rekening wordt gehouden met vastgestelde security-by-design principes kan dit leiden tot een onvoldoende veilige (software-)omgeving. Dit kan tot gevolg hebben: oneigenlijke toegang, wijzigingen of vernietigingen van het algoritme, de data of uitkomsten van het algoritme.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/#bronnen","title":"Bronnen","text":"<ul> <li>Baseline Informatiebeveiliging Overheid, (BIO 14.2.1.1)</li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, IB.28</li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 4.09</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/","title":"Maak een noodplan voor het stoppen van het algoritme","text":"<p>owk-02OntwikkelenImplementatieProjectleiderOntwikkelaarGovernanceMenselijke controle</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/#maatregel","title":"Maatregel","text":"<p>Tref (technische) maatregelen waarmee het gebruik van het algoritme kan worden stopgezet.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/#toelichting","title":"Toelichting","text":"<ul> <li>Er moet in een proces zijn beschreven wanneer en hoe het gebruik van algoritmes moet worden stopgezet.</li> <li>Het is van belang dat bij het ontwerp van algoritmes er rekening wordt gehouden met dat het werkproces ook zonder het algoritme kan worden uitgevoerd.</li> <li>In het geval van risicoselectie kan er bijvoorbeeld worden teruggevallen op het enkel uitvoeren van een aselecte steekproef als selectieinstrument. </li> <li>Als blijkt dat het algoritme ongewenst functioneert, dan moeten (technische) maatregelen zijn getroffen waarmee het gebruik daadwerkelijk kan worden stopgezet. Denk hierbij aan een stopknop en werkinstructies hoe het gebruik kan worden be\u00ebindigd.</li> <li>Maak aantoonbaar dat deze maatregelen zijn getroffen.</li> <li>De proceseigenaar of een menselijk toezichthouder moet in staat zijn om het algoritme op elk moment te kunnen be\u00ebindigen.</li> <li>Het stopzetten van het gebruik van een algoritme mag niet tot gevolg hebben dat betrokkenen niet meer kunnen achterhalen hoe besluiten tot stand zijn gekomen of dat gevolgen niet meer kunnen worden gecorrigeerd als dat noodzakelijk is. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/#risico","title":"Risico","text":"<p>Betrokkenen of belanghebbenden kunnen nadelige gevolgen ondervinden van een algoritme dat onjuist functioneert en niet tijdig kan worden stopgezet.  </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Algoritmes Auditdienst Rijk, SV.18, SV.17 </li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 1.03</li> <li>Impact Assessment Mensenrechten en Algoritmes, 1.5</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/#voorbeeld","title":"Voorbeeld","text":"<p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/","title":"Analyseer de privacy-risico\u2019s en neem maatregelen om deze risico\u2019s laag te houden","text":"<p>owk-03OntwerpOntwikkelenMonitoring en beheerProjectleiderJuristPrivacy en gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/#maatregel","title":"Maatregel","text":"<p>Uitvoeren risicoanalyse en formuleren mitigerende maatregelen voor privacyrisico.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/#toelichting","title":"Toelichting","text":"<ul> <li>Verifieer of een DPIA is uitgevoerd over het werkproces dat wordt of zal worden ondersteund met een algoritme. Zo nee, voer een risico analyse (DPIA) uit om de risico's voor de rechten en vrijheden van betrokkenen met de inzet van algoritmes in beeld te brengen.</li> <li>Organisatorische en technische maatregelen moeten worden getroffen om persoonsgegevens bij de ontwikkeling en het gebruik van het algoritme te beschermen.</li> <li>Beleg de mitigerende maatregelen bij betrokken actoren. Denk bijvoorbeeld aan het toekennen van de maatregelen als anonimiseren en pseudonimiseren van persoonsgegevens aan een data engineer, voordat deze kunnen worden gebruikt ten behoeve van het ontwikkelen of controleren van het algoritme.</li> <li>Bepaal welke maatregelen moeten zijn gerealiseerd voordat mag worden gestart met de verwerking van de persoonsgegevens en welke moeten worden gemonitord.  </li> <li>Monitor de voortgang op het realiseren van de maatregelen en zorg voor bewijsstuken als deze zijn gerealiseerd. Deze bewijsstukken kunnen onderdeel worden van een audit.</li> <li>Als er een noodzaak is om na verloop van tijd meer persoonsgegevens te verwerken of om andere verwerkingen uit te voeren, zal opnieuw een beoordeling moeten plaatsvinden of er privacyrisico's ontstaan en hoe deze kunnen worden gemitigeerd. Gedurende de levenscyclus van het algoritme moet aandacht blijven voor het uitvoeren van de risicoanalyse voor privacyrisico's.</li> <li>Bij hoge risico's voor het verwerken van persoonsgegevens is een voorafgaande raadpleging bij de Autoriteit Persoonsgegevens onder artikel 36 AVG verplicht. Bepaal of raadpleging noodzakelijk is. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/#risico","title":"Risico","text":"<p>Privacyrisico's met de inzet van algoritmes worden niet gemitigeerd, waardoor privacyrechten van betrokkenen worden geschonden. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Algoritmes Auditdienst Rijk, PRI.2, PRI.3</li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 3.03</li> <li>Besluit inzake lijst van verwerkingen van persoonsgegevens waarvoor een gegevensbeschermingseffectbeoordeling (DPIA) verplicht is, Autoriteit Persoonsgegevens</li> <li>Model DPIA Rijksdienst</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/","title":"Maak logbestanden waarin staat wie wanneer toegang had tot de data en de code","text":"<p>owk-04OntwikkelenMonitoring en beheerOntwikkelaarTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/#maatregel","title":"Maatregel","text":"<p>Zorg ervoor dat logbestanden worden gecre\u00eberd waarin informatie wordt geregistreerd over gebruikersactiviteiten, uitzonderingen en informatiebeveiligingsgebeurtenissen. Door goede logging is te achterhalen wanneer en door wie er toegang is geweest tot code en data (audit trail). Er kan loginformatie gegenereerd, bewaard, toegankelijk gemaakt en gemonitord worden. Logbestanden bevatten vaak gebeurtenissen die gebruikersactiviteiten, uitzonderingen en informatiebeveiligingsgebeurtenissen registreren. Bedenk wat deze informatie betekent in de context van de werking van het algoritme.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/#toelichting","title":"Toelichting","text":"<ul> <li>Met logbestanden is te achterhalen wanneer en door wie er (ongewenste) aanpassingen zijn gedaan (audit trail).</li> <li>Loginformatie moet worden gegenereerd, bewaard, gemonitord en toegankelijk worden gemaakt.</li> <li>Logbestanden bevatten vaak gebeurtenissen die gebruikersactiviteiten, uitzonderingen en informatiebeveiligingsgebeurtenissen registreren.</li> <li>Bedenk wat deze informatie betekent in de context van de werking van het algoritme. loginformatie gegenereerd, bewaard, toegankelijk gemaakt en gemonitord worden. Logbestanden bevatten vaak gebeurtenissen die gebruikersactiviteiten, uitzonderingen en informatiebeveiligingsgebeurtenissen registreren.</li> <li>Stel vast welke informatie bij het ontwikkelen en gebruiken van algoritmes relevant is om te loggen. </li> <li>Log behalve het aanpassen van gegevens ook het uitlezen van gegevens waar dat relevant is. Bijvoorbeeld als persoonsgegevens worden opgevraagd.</li> <li>Logs dienen periodiek (of doorlopend) gecontroleerd to worden op relevante incidenten. Dat betekent dat wat er gelogd wordt geschikt moet zijn om relevante beveiligingsincidenten op te merken. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/#risico","title":"Risico","text":"<p>Wanneer loginformatie ontbreekt, is niet te achterhalen wanneer er (eventueel ongewenste) aanpassingen zijn gedaan (audit trail) op (de code van) het algoritme, of door wie.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/#bronnen","title":"Bronnen","text":"<ul> <li>Baseline Informatiebeveiliging Overheid, BIO 12.3.1.1, 12.3.1.4, 12.3.1.5, 12.4.1.1, 12.4.2.2</li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, IB.27</li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 4.06</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-05-energiezuinige-programmeermethoden/","title":"Kies energiezuinige programmeermethoden","text":"<p>owk-05OntwikkelenOntwikkelaarDuurzaamheid</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-05-energiezuinige-programmeermethoden/#maatregel","title":"Maatregel","text":"<p>Gebruik energie-effici\u00ebnte programmeertechnieken en methoden die de benodigde rekenkracht minimaliseren.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-05-energiezuinige-programmeermethoden/#toelichting","title":"Toelichting","text":"<p>Energiezuinig programmeren maakt het mogelijk om de voetafdruk van algoritmes te verkleinen door minder energie en middelen te verbruiken. Door specifieke technieken toe te passen, zoals optimalisatie van processen en effici\u00ebnte geheugenbeheerstrategie\u00ebn, kun je als ontwikkelaar bijdragen aan het verduurzamen van algoritmes.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-05-energiezuinige-programmeermethoden/#technieken-voor-energiezuinige-softwareontwikkeling","title":"Technieken voor energiezuinige softwareontwikkeling","text":"<ol> <li> <p>Lean coding en minimalisatie van code bloat    Lean coding richt zich op het gebruik van alleen de benodigde code zonder overbodige complexiteit of libraries, wat resulteert in lagere energieconsumptie. Door \u201ccode bloat\u201d te vermijden, zorg je ervoor dat het algoritme minder verwerkingskracht en geheugen verbruikt.</p> </li> <li> <p>Gebruik van energiezuinige programmeertalen en frameworks    Programmeren in talen zoals Rust, Go en Elixir draagt bij aan energie-effici\u00ebntie doordat deze ontworpen zijn voor lage resource-omvang en hoge effici\u00ebntie. Ook frameworks die lichtgewicht en modulair zijn, ondersteunen energiezuinige processen.</p> </li> <li> <p>Parallel processing en multi-core optimalisaties    Door parallelle verwerking en multi-core optimalisaties toe te passen, wordt rekenwerk verdeeld over meerdere cores. Dit reduceert de totale verwerkingstijd, bespaart energie en verhoogt de prestaties van je code op het vlak van duurzaamheid.</p> </li> <li> <p>Microservices en modulaire architecturen    Een modulaire architectuur, zoals microservices, zorgt ervoor dat je onderdelen van de applicatie alleen activeert wanneer dat nodig is. Dit voorkomt onnodige belasting en beperkt energieverbruik behoorlijk.</p> </li> <li> <p>Geoptimaliseerd geheugenbeheer    Door effici\u00ebnt geheugenbeheer, zoals caching en lazy loading, voorkom je onnodige data-opslag en bewerkingen. Dit verlaagt de energievraag en verbetert de snelheid van het algoritme aanzienlijk.</p> </li> </ol>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-05-energiezuinige-programmeermethoden/#risico","title":"Risico","text":"<p>Zonder energie-effici\u00ebnte methoden kan het algoritme onnodig veel energie verbruiken, wat leidt tot hogere operationele kosten en een grotere milieu-impact.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-05-energiezuinige-programmeermethoden/#bronnen","title":"Bronnen","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-05-energiezuinige-programmeermethoden/#voorbeeld","title":"Voorbeeld","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/","title":"Optimaliseer AI-trainingsprocessen voor energie-effici\u00ebntie","text":"<p>owk-06OntwikkelenOntwikkelaarDuurzaamheid</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/#maatregel","title":"Maatregel","text":"<p>Streef naar energiezuinige methoden voor AI-training, zoals het beperken van trainingscycli en het gebruik van energie-effici\u00ebnte hardware.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/#toelichting","title":"Toelichting","text":"<p>Het trainen van AI, vooral generatieve AI-modellen, vergt aanzienlijke energie en heeft daardoor een grote ecologische voetafdruk. Een enkele trainingsronde kan al een enorme hoeveelheid CO\u2082 uitstoten. Door enkele concrete methoden toe te passen, kun je deze impact beperken.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/#energie-optimalisatie-door-hardwarekeuze-en-serverbeheer","title":"Energie-optimalisatie door hardwarekeuze en serverbeheer","text":"<ul> <li>Gebruik energie-effici\u00ebnte hardware zoals specifiek afgestemde GPU's, die geschikt zijn voor de trainingsbehoeften van het model. Door bijvoorbeeld te kiezen voor GPU\u2019s die optimaal bij je model passen in plaats van de krachtigste beschikbare hardware, kan het energieverbruik drastisch worden verminderd. Houd hiermee rekening in je keuze voor een trainingsomgeving.</li> <li>Verder kan servergebruik geoptimaliseerd worden door onnodige trainingsomgevingen tijdig te stoppen of voor andere trainingsomgevingen of testomgevingen te kiezen. Ook kun je servers dynamisch schalen met tools zoals Kubernetes of autoscaling technologie.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/#slimme-data-en-trainingsoptimalisatie","title":"Slimme data- en trainingsoptimalisatie","text":"<p>Niet alle beschikbare data dragen bij aan de modelprestaties. Door een dataselectiestrategie toe te passen, gebruik je enkel relevante datasets (dataminimalisatie), wat zorgt voor minder intensieve rekenbelasting tijdens het trainingsproces. Daarnaast kan slimme caching helpen om repetitieve data-opvragingen te beperken, wat bijdraagt aan een lagere energievraag. Bovendien kun je hertrainingscycli van AI beperken door enkel updates te doen wanneer nieuwe data dit echt vereist. Dit voorkomt overbodige trainingscycli en bespaart energie.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/#risico","title":"Risico","text":"<p>Zonder energie-effici\u00ebnte methoden kan AI-training leiden tot hoge operationele kosten en een aanzienlijke ecologische impact, met name door overmatig gebruik van rekenkracht en energie-intensieve hardware.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/#bronnen","title":"Bronnen","text":"<ul> <li>How to Make Generative AI Greener - Harvard Business Review</li> <li>GreenOps: 4 Tips om AI-training duurzamer te maken - AG Connect</li> <li>Duurzame kunstmatige intelligentie - TU Delft</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/#voorbeeld","title":"Voorbeeld","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/","title":"Controleer regelmatig of het algoritme werkt zoals het bedoeld is","text":"<p>ver-01OntwikkelenVerificatie en validatieMonitoring en beheerProjectleiderOntwikkelaarTechnische robuustheid en veiligheidBias en non discriminatie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/#maatregel","title":"Maatregel","text":"<p>Stel vast dat het algoritme voortdurend functioneert in lijn met de vastgestelde doelstelling. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/#toelichting","title":"Toelichting","text":"<ul> <li>Vertaal de vastgestelde doelstelling naar functionele eisen voor het algoritme. Werk het vastgestelde doel uit in een beschrijving in logische taal/pseudo code of documentatie die handvatten biedt aan de ontwikkelaar. </li> <li>Monitor de mate waarin aan deze eisen wordt voldaan door het algoritme. </li> <li>Bepaal en leg vast hoe eventuele parameters, business rules en indicatoren bepaald worden. Zorg dat dit breed wordt afgestemd in de organisatie (ontwikkelteam, opdrachtgevers en beheer).</li> <li>Houd hier rekening met eventuele (statistische) bias: meten we daadwerkelijk wat we denken te meten? </li> <li>Wanneer het algoritme meerdere doelen dient, is het belangrijk ook te evalueren op meerdere functionele eisen. </li> <li>Wanneer er sprake is van een (handmatige) behandeling, bepaal dan wanneer deze behandeling als 'succesvol' gezien kan worden. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/#risico","title":"Risico","text":"<p>Het algoritme functioneert niet in lijn met geformuleerde doelstellingen. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/#bronnen","title":"Bronnen","text":"<ul> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 2.01, 2.07 </li> <li>Impact Assessment Mensenrechten en Algoritmes, 1 </li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, DM.1, DM.4 </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/","title":"Toets het algoritme op bias","text":"<p>ver-01OntwerpVerificatie en validatieMonitoring en beheerProjectleiderBeleid en adviesOntwikkelaarJuristBias en non discriminatie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/#maatregel","title":"Maatregel","text":"<p>Analyseer of het gebruik van het algoritme of het proces daaromheen leidt tot onwenselijke of onrechtmatige verschillen in de behandeling van individuen en/of groepen.  </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/#toelichting","title":"Toelichting","text":"<p>Het uitvoeren van een analyse over onwenselijke of onrechtmatige verschillen bestaat grofweg uit 3 stappen:</p> <ul> <li>Stap 1: Analyseer of er sprake is van bias: systematisch verschil in behandeling van bepaalde objecten, mensen of groepen in vergelijking met anderen.</li> <li>Stap 2: Voer een rechtvaardigingstoets uit om te bepalen of het geconstateerde verschil uit stap 1 te rechtvaardigen is. </li> <li>Stap 3: Voer een ethische wenselijkheidstoets uit om te bepalen of het geconstateerde verschil uit stap 1 ethisch wenselijk is. </li> </ul> <p>Voor alle stappen geldt dat het belangrijk is om de gemaakte keuzes en afwegingen zorgvuldig te onderbouwen en te documenteren. De 3 stappen worden hieronder verder toegelicht. </p> <p>Opmerking</p> <p>Deze maatregel is in ieder geval van toepassing op natuurlijke personen. Voor andere rechtspersonen zoals bedrijven kan dit ook van toepassing zijn. Denk bijvoorbeeld aan een gelijke behandeling tussen eenmanszaken en grotere bedrijven. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/#stap-1-analyseer-of-er-sprake-is-van-bias","title":"Stap 1: Analyseer of er sprake is van bias","text":"<p>In deze stap is het doel om te bepalen in welke mate er sprake is van een systematisch verschil in behandeling van bepaalde objecten, mensen of groepen in vergelijking met anderen.  Dit verschil kan zowel op een directe als een indirecte manier ontstaan. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/#toetsen-op-direct-onderscheid","title":"Toetsen op direct onderscheid","text":"<p>Toetsen op direct onderscheid is in vergelijking tot toetsen op indirect onderscheid relatief eenvoudig. </p> <p> Bepaal of de inputvariabelen die gebruikt worden leiden tot een direct onderscheid op basis van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid<sup>1</sup> of burgelijke staat. </p> <p>Het is niet mogelijk om een uitputtend overzicht te geven van alle selectiecriteria die mogelijk tot direct onderscheid op grond van ras of nationaliteit kunnen leiden.  Wel zijn in de jurisprudentie verschillende voorbeelden en aanknopingspunten te vinden.  Zo staat vast dat selectie op basis van fysieke etnische kenmerken, zoals huidskleur, direct onderscheid op grond van ras oplevert<sup>2</sup>. Een ander voorbeeld is dat onderscheid op grond van een niet-westers klinkende naam direct onderscheid op grond van afkomst (en dus ras) oplevert<sup>3</sup>.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/#toetsen-op-indirect-onderscheid","title":"Toetsen op indirect onderscheid","text":"<p>Ook selectiecriteria die op het eerste gezicht geen enkele link lijken te hebben met een discriminatiegrond kunnen leiden tot indirect onderscheid op grond van een discriminatiegrond.  Enkele voorbeelden van zulke 'ogenschijnlijk neutrale' selectiecriteria die verband hebben met ras of nationaliteit zijn: postcode, hoogte van het inkomen, kenteken, familielid in het buitenland, laaggeletterdheid.  Indirect onderscheid is in vergelijking met direct onderscheid lastiger op te signaleren en te voorkomen.  Daarom is het belangrijk jouw algoritmische toepassing regelmatig te analyseren op eventueel indirect onderscheid.  Het toetsen op indirect onderscheid bestaat uit 5 stappen:</p> <ol> <li> <p>Bepaal wat de kwetsbare groepen zijn. Eventueel kan dit aangevuld worden op basis van de discriminatiegronden uit non-discriminatie wetgeving. Of andere groepen waarvoor verschillen in behandeling ethisch onwenselijk zijn.</p> </li> <li> <p>Bepaal wat \"verschillen in behandeling\" betekent in de context van het algoritme. In deze stap is het belangrijk om voorafgaand aan de daadwerkelijke analyse met een brede groep stakeholders te bepalen wat 'eerlijk' en 'rechtvaardig' wordt bevonden in de context van het betreffende algoritme.  Er zijn veel verschillende manieren waarop je kan kijken naar onderscheid bij het gebruik van algoritmes. Voorbeelden van manieren waarop je naar onderscheid kan kijken zijn:</p> <ul> <li>Onderscheid op basis van gelijke uitkomsten (representatie).  De belangrijkste vraag die hier mee beantwoord wordt is: hebben personen uit verschillende groepen gelijke kans om geselecteerd te worden door het algoritme? Of is er sprake van een over- of ondervertegenwoording van bepaalde groepen in de selectie ten opzichte van de betreffende populatie?</li> <li>Onderscheid op basis van gelijke prestaties (fouten).  De belangrijkste vraag die hier mee beantwoord wordt is: presteert het algoritme gelijk voor personen uit verschillende groepen? Met andere woorden: maakt het algoritme vaker fouten bij bepaalde groepen? Dat kan er eventueel toe leiden dat bepaalde groepen vaker onterecht wel of niet geselecteerd worden door het algoritme. </li> </ul> <p>Om te toetsen of er sprake is van onderscheid op basis van gelijke prestaties, is het noodzakelijk om de prestaties van het algoritme goed te analyseren.  In het geval van classificatie is het daarvoor nodig om een zogeheten confusion matrix op te stellen.  Een confusion matrix is een tabel waarin de voorspellingen van het algoritme worden vergeleken met de werkelijke waarden (de ground truth). </p> <p>De verschillende maten/metrieken waarop gekeken kan worden naar onderscheid, worden in de (wetenschappelijke) literatuur ook wel fairness metrieken genoemd.  Veel van deze metrieken kunnen op basis van de confusion matrix berekend worden.  Een hulpmiddel om de meest passende metrieken te kiezen in jouw situatie is de Fairness tree. </p> <p>Door te denken vanuit verschillende perspectieven, zullen er in de praktijk meerdere metrieken van belang zijn.  Het kan echter voorkomen dat deze metrieken elkaar tegenspreken.  Maak een duidelijke prioritering van de verschillende metrieken om afwegingen te maken tussen de verschillende opvattingen van eerlijkheid. </p> </li> <li> <p>Verzamel de benodigde data die nodig is om bovenstaande groepen te bepalen. Bepaal welke data benodigd is om te analyseren of er verschillen zijn tussen bepaalde groepen.  In veel gevallen zal data benodigd zijn die demografische en beschermde kenmerken van groepen omschrijft.  Het verzamelen en verwerken van deze data kan in strijd zijn met privacy vereisten uit bijvoorbeeld de Algemene Verordening Gegevensbescherming. Het is daarom van belang om duidelijk afwegingen te maken tussen privacy en het analyseren van bias die rekening houdt met de juridische en ethische vereisten.</p> <p>Uitzondering voor hoog risico AI-systemen</p> <p>De AI-verordening biedt een uitzondering voor het verwerken van bijzondere categorie\u00ebn persoonsgegevens voor het monitoren, opsporen en corrigeren van bias bij AI-systemen met een hoog risico. Zie artikel 10.5, AI-verordening. </p> <p>Om de data op een veilige en rechtmatige manier te gebruiken voor een biasanalyse dient de data van voldoende kwaliteit te zijn.  Denk hier goed na of de data eventuele bias bevat die kan duiden op een bepaalde vooringenomenheid in de biasanalyse zelf (historische bias of representatie bias).  De data dient bijvoorbeeld voldoende actueel en volledig te zijn.</p> <p>Voor sommige groepen zal het onmogelijk zijn om te beschikken over data van voldoende kwaliteit om zorgvuldig te toetsen op bias.  De laaggeletterdheid van burgers of personen is bijvoorbeeld lastig meetbaar en in veel gevallen niet beschikbaar.  Bepaal in zo'n situatie of er andere mogelijkheden zijn deze groepen te helpen, of dat er andere mogelijkheden zijn om eventuele ongelijke behandeling bij deze groepen te constateren.  Bijvoorbeeld door hierop te monitoren in de klacht- en bezwarenprocedure. </p> </li> <li> <p>Bereken de verschillen in behandeling en/of uitkomsten van het algoritme. Er zijn verschillende open source softwarepakketten die je hierbij kunnen ondersteunen, zoals fairlearn, Aequitas, fairml, fairness of AI Fairness 360.</p> </li> <li> <p>Probeer te verklaren hoe het geconstateerde onderscheid is ontstaan. Als er in de vorige stap een significant onderscheid is geconstateerd, is het belangrijk om na te gaan hoe dit onderscheid is ontstaan.  Dit kan bijvoorbeeld ontstaan door:</p> <ul> <li>een vorm van bias in de onderliggende inputdata. Je kan hierbij denken aan: <ul> <li>historische bias: in hoeverre beschrijft de data de huidige situatie?</li> <li>representatie bias: is de data waarop getraind wordt representatief voor de bijbehorende populatie? Zijn trends uit de gebruikte data generaliseerbaar naar de totale populatie?</li> <li>meetbias: beschrijven de inputvariabelen wel wat ze moeten beschrijven? In hoeverre zijn dit benaderingen waarbij eventuele factoren worden weggelaten?</li> </ul> </li> <li>een vorm van bias in het proces na afloop van het algoritme<ul> <li>is er sprake van automatiseringsbias of bevestigingsbias in de (handmatige) beoordeling?</li> </ul> </li> </ul> </li> </ol> <p> Wanneer duidelijker is hoe de geconstateerde bias is ontstaan, is het goed om te verkennen of er mogelijkheden zijn om dit (in de toekomst) te voorkomen. </p> <p>Het is belangrijk hier een brede groep aan belanghebbenden bij te betrekken.  De oorzaken van bias komen uit de 'echte wereld', waarbij patronen in datasets historische, demografische en sociale verschillen weerspiegielen.  Het verklaren en voorkomen van bias vraagt daarmee niet alleen om technische oplossingen, maar het is belangrijk de hele socio-technische omgeving waarin het algoritme wordt ingezet mee te nemen. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/#stap-2-voer-een-rechtvaardigingstoets-uit","title":"Stap 2: Voer een rechtvaardigingstoets uit","text":"<p>Wanneer er in Stap 1 is geconstateerd dat er sprake is van een onderscheid, dient de volgende vraag beantwoord te worden:</p> <p>Valt dit onderscheid te rechtvaardigen?</p> <p>Een geconstateerd systematisch onderscheid is niet altijd fout en is niet altijd verboden, maar het vraagt wel altijd om aandacht en zorgvuldigheid.  Het geconstateerde onderscheid kan in bepaalde situaties en onder bepaalde strikte voorwaarden gerechtvaardigd zijn:</p> <ul> <li>Voor direct onderscheid kan er bijvoorbeeld sprake zijn van een wettelijke uitzondering die het gemaakte onderscheid toelaat. </li> <li>Voor indirect onderscheid geldt dat behalve een wettelijke uitzondering er ook een objectieve rechtvaardiging kan bestaan, waarmee het geconstateerde onderscheid in bepaalde gevallen toelaatbaar kan zijn. </li> </ul> <p>Twee subvragen die hierbij beantwoord moeten worden zijn:</p> <ul> <li>streeft het in te zetten algoritme een legitiem doel na?</li> <li>bestaat er een redelijke relatie van evenredigheid tussen het gebruikte algoritme en de nagestreefde doelstelling?</li> </ul> <p>Wanneer er geen rechtvaardiging is voor het gemaakte onderscheid, spreken we van een verboden direct of indirect onderscheid, ofwel discriminatie.  Het algoritme mag in dat geval niet gebruikt worden.</p> <p>Voor meer toelichting over het uitvoeren van een rechtvaardigingstoets, verwijzen we naar het rapport Discriminatie door risicoprofielen - Een mensenrechtelijk toetsingskader van het College voor de Rechten van de Mens. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/#stap-3-voer-een-ethische-wenselijkheidstoets-uit","title":"Stap 3: Voer een ethische wenselijkheidstoets uit","text":"<p>Bepaal of het geconstateerde onderscheid uit Stap 1 ethisch wenselijk is. Dit hangt samen met de algemene wenselijkheid van de inzet van het algoritme.  </p> <p>In sommige gevallen kan het zo zijn dat ondanks dat er een objectieve rechtvaardiging bestaat voor het gemaakte onderscheid, dit vanuit ethisch perspectief toch onwenselijk is.  Bepaal met een grote groep belanghebbenden wat eventuele (nadelige) effecten van het gemaakte onderscheid kunnen zijn, of jullie dit eerlijk vinden en of er eventuele alternatieven zijn. </p> <p>Opmerking</p> <p>De bepaling over wat eerlijk is en wat ethisch wenselijk is kan in sommige gevallen ook politiek bevonden worden. Houd hier rekening met de politiek-bestuurlijke verantwoordelijkheden en zorg indien nodig dat de politiek-bestuurlijke verantwoordelijkhden duidelijk zijn. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/#risico","title":"Risico","text":"<p>Wanneer er geen zorgvuldige analyse naar (onwenselijke) bias is uitgevoerd, bestaat het risico dat het gebruik van het algoritme discriminerende effecten met zich meebrengt.  Dit kan leiden tot een ongelijke behandeling van burgers met eventuele schade voor betrokkenen.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/#bronnen","title":"Bronnen","text":"<ul> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 2.19, 3.08</li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, DM.16, DM.17, DM.18, DM.20, DM.21, DM.22 </li> <li>Discriminatie door risicoprofielen - Een mensenrechtelijk toetsingskader, College voor de Rechten van de Mens</li> <li>Handreiking non-discriminatie by design</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/#voorbeelden","title":"Voorbeelden","text":"<ul> <li>Addendum Vooringenomenheid voorkomen, Algorithm Audit met bijbehorende data en broncode op Github</li> <li>Onderzoek misbruik uitwonendenbeurs, PricewaterhouseCoopers</li> <li>Pilot Slimme Check, Gemeente Amsterdam</li> <li>Bias toetsing 'Kort Verblijf Visa' aanvragen, Rijks ICT Gilde</li> <li>Report on Algorithmic bias assesment, SigmaRed</li> </ul> <ol> <li> <p>Er is een wetsvoorstel om de term 'hetero- of homoseksuele gerichtheid' in de Algmemene wet gelijke behandeling (Awgb) te wijzigingen in 'seksuele gerichtheid'. Met deze wijziging sluit de Awgb aan bij een eerdere wijziging van artikel 1 van de Grondwet.\u00a0\u21a9</p> </li> <li> <p>Zie Discriminatie door risicoprofielen, een mensenrechtelijk toetsingskader, College voor de Rechten van de Mens \u21a9</p> </li> <li> <p>Zie Discriminatie door risicoprofielen, een mensenrechtelijk toetsingskader, College voor de Rechten van de Mens, College voor de Rechten van de Mens 7 juni 2021, oordeel 2021-70; College voor de Rechten van de Mens 23 april 2015, oordeel 2015-44; College voor de Rechten van de Mens 23 april 2015, oordeel 2014-0426.\u00a0\u21a9</p> </li> </ol>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/","title":"Controleer regelmatig of het algoritme voldoet aan alle wetten en regels en het eigen beleid","text":"<p>ver-03Verificatie en validatieJuristGovernanceTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/#maatregel","title":"Maatregel","text":"<p>Stel regelmatig vast dat wetgeving en (lokaal) beleid correct is vertaald naar de uitvoering van het te ondersteunen werkproces en de onderliggende systemen. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/#toelichting","title":"Toelichting","text":"<ul> <li>Systemen die overheidsorganisaties inzetten voor bijvoorbeeld het verlenen van subsidies, vergunningen of bijstandsuitkeringen moeten de regels en processtappen volgen die in wetgeving zijn voorgeschreven.</li> <li>Er is een vertaling nodig van deze regels en processtappen naar de uitvoering van het werkproces, het datagebruik en onderliggende systemen.</li> <li>Algoritmes moeten ook voldoen aan deze regels en processtappen.</li> <li>Als algoritmes worden ontwikkeld, moet worden onderzocht wat deze regels zijn en hoe deze moeten worden toegepast bij het ontwikkelen van algoritmes.</li> <li>Het moeten voldoen aan wetgeving en beleid kan dus in zekere zin 'begrenzend' werken op wat mag worden gedaan met algoritmes. Dit is mede afhankelijk van de risico classificatie van de specifieke toepassing. </li> <li>Voor algoritmes, bijvoorbeeld regelgebaseerde rekenregels, moet bijvoorbeeld nauwkeurig worden geprogrammeerd in welke gevallen welke bedragen moeten worden uitgekeerd voor een bijstandsuitkering.</li> <li> <p>Voor machine learning algoritmes moet bijvoorbeeld worden vastgesteld of de trainingsdata wel tot stand is gekomen in lijn met wetgeving en vastgesteld beleid (datakwaliteit) en welke verbanden en patronen (inputvariabelen) al dan niet passend zijn bij het ondersteunen van wettelijke taken.</p> </li> <li> <p>Er is een multidisciplinaire samenwerking nodig tussen de proceseigenaar, gebruikers, juristen, informatieanalisten en ontwikkelaar om deze vertaling zorgvuldig en doorlopend te maken.</p> </li> <li>Voorafgaand aan het (laten) ontwikkelen van een algoritme moet dit zijn uitgevoerd.</li> <li>De toegepaste 'business rules' en de verwerkte data voor de uitvoering van het te ondersteunen werkproces met algoritmes moeten worden onderzocht en beoordeeld.</li> <li>Diepgaande procesanalyses (Bv. BPMN niveau Analytisch) en procesbeschrijvingen kunnen hierbij ondersteunen. </li> <li>Als blijkt dat een werkproces niet (meer) conform (gewijzigde) wetgeving of beleid wordt uitgevoerd, dan moet worden beoordeeld of de verworven data of welke deel van de data geschikt is voor het ontwikkelen een algoritme.</li> <li>Het is dan raadzaam om de uitvoering van het betreffende werkproces en de werking van onderliggende systemen eerst te 'herstellen' en om hiermee een nieuw datafundament te cre\u00eberen (eerst een groot aantal zaken behandelen) die later als trainingsdata kan worden gebruikt. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/#risico","title":"Risico","text":"<p>Een beslissing of besluit wordt niet conform wetgeving genomen en is daarmee onrechtmatig, als geen goede vertaling wordt gemaakt van wetgeving naar het algoritme. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/#bron","title":"Bron","text":"<ul> <li>Wetsanalyse</li> <li>Onderzoekskader Auditdienst Rijk, DM.15</li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 2.05</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/#voorbeeld","title":"Voorbeeld","text":"<p>Handleiding Wetanalyse </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/","title":"Stel een werkinstructie op voor gebruikers.","text":"<p>imp-01ImplementatieProjectleiderOntwikkelaarMenselijke controleTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/#maatregel","title":"Maatregel","text":"<p>Stel een werkinstructie op voor gebruikers. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/#toelichting","title":"Toelichting","text":"<p>Het is belangrijk dat gebruikers een werkinstructie ontvangen met informatie over hoe zij met het algoritme kunnen en moeten werken. Hierin worden zaken beschreven als:</p> <ul> <li>Op wat voor manier het algoritme ondersteunt bij het uitvoeren van (wettelijke) taken.</li> <li>Wat de mogelijkheden en beperkingen zijn bij het gebruik van het algoritme.</li> <li>Wat de impact is van het gebruik van het algoritme op de samenleving en individuen (denk aan energieverbruik of dat een besluit met rechtsgevolgen wordt genomen).</li> <li>Wat de risico's zijn die aan het gebruik verbonden zijn (bijv. (automation) bias, false positives/negatives).</li> <li>Welke maatregelen zijn getroffen om deze risico's te beperken (bijv. bias analyse, 'stopknop' ingebouwd, transparantie over de output).</li> <li>Hoe de output van het algoritme moet worden ge\u00efnterpreteerd.</li> <li>Hoe het werkproces kan worden uitgevoerd, zonder ondersteuning van het algoritme.</li> <li>Welke protocollen er zijn als incidenten zich voordoen.</li> </ul> <p>Denk hierbij na over het eventueel bijscholen van medewerkers als het kennisniveau nog onvoldoende is om de werkinstructies goed te begrijpen. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/#bronnen","title":"Bronnen","text":"<ul> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 3.07</li> <li>Ethics Guidelines of Trustworthy AI</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/#risico","title":"Risico","text":"<p>Het algoritme wordt onjuist gebruikt of verkeerd ge\u00efnterpreteerd door gebruikers, waardoor onjuiste belissingen of besluiten worden genomen. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/#voorbeeld","title":"Voorbeeld","text":"<p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/","title":"Doe aselecte steekproeven om algoritmes met 'risicogestuurde selectie\u2019 te controleren","text":"<p>imp-02Dataverkenning en datapreparatieImplementatieMonitoring en beheerOntwikkelaarBias en non discriminatieTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/#maatregel","title":"Maatregel","text":"<p>Uitvoeren van aselecte steekproeven als aanvulling wanneer gebruik gemaakt wordt van risicogestuurde selectie.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/#toelichting","title":"Toelichting","text":"<p>Aselecte steekproeven kunnen een waardevolle toevoeging zijn bij risicogestuurde selectie.</p> <p>Het toevoegen van aselecte steekproeven maakt het mogelijk om over tijd te beoordelen of het algoritme nog voldoende effectief is. Populaties veranderen immers over tijd. Een selectie die het meest effectief was bij ingebruikname, kan over tijd dat niet meer zijn. Door alleen risicogestuurd te selecteren, wordt dit niet inzichtelijk, omdat bepaalde groepen zelden tot nooit gecontroleerd worden. Door de aanvullende mogelijkheid van monitoring, kan over tijd beoordeeld worden of er nog steeds sprake is van de meest proportionele vorm. Als dat niet zo is, kan bijvoorbeeld gekozen worden voor aanpassing van de risicogestuurde selectie of overgaan op volledig aselect.</p> <p>De maatregel gaat daarmee niet direct discriminatie tegen, omdat er sprake kan zijn van discriminatie ongeacht de effectiviteit van de risicogestuurde selectie. Een lagere effectiviteit maakt het echter lastiger het gemaakte onderscheid te rechtvaardigen.</p> <p>Het gebruik van een aselecte steekproef is in veel gevallen essentieel om het systeem te kunnen toetsen op vooringenomenheid.  Een aselecte steekproef geeft ook inzicht in heel deel van de populatie dat doorgaans niet geselecteerd en behandeld wordt door het betreffende risicogestuurde algoritme.  Dit maakt het mogelijk om te toetsen of er sprake is van een over- of ondervertegenwoordiging van bepaalde groepen, of om te bepalen of bepaalde typen fouten vaker gemaakt worden in bepaalde groepen.</p> <p>Bij AI-systemen die verder leren op basis van verkregen data kan daarnaast sprake zijn van een reinforcing feedbackloop, omdat zij geen representatieve data krijgen. Het toevoegen van aselecte steekproeven kan deze feedbackloop doorbreken.</p> <p>Het is aan te bevelen om, waar mogelijk, behandelaars niet in te lichten of een casus toegewezen is op basis van een risicogestuurd of aselecte selectie. Daardoor wordt beperkt dat een behandelaar met tunnelvisie een zaak bekijkt. De behandelaar weet immers dat er tussen de selecties zaken zitten waar niet sprake is van verhoogd risico. Op die manier kan automation bias beperkt te worden. Niet in alle gevallen zal dit mogelijk zijn, omdat de behandelaar ook uit andere aangeleverde gegevens kan halen op basis waarvan een casus geselecteerd is. Het is dan belang om op andere wijze de tunnelvisie tegen te gaan.</p> <p>De precieze inzet van aselecte steekproeven zal afhangen van de context. Zo verschilt het per context hoeveel zaken aselect geselecteerd moeten worden. Bepaal welke groepen er precies vergeleken dienen te worden en bepaal aan de hand daarvan een passende steekproefgrootte zodanig dat er gesproken kan worden over statistische significantie. </p> <p>In sommige gevallen zal de impact van een selectie ook dusdanig zijn, dat het zich niet leent voor aselecte steekproef. Zo kan een aselecte steekproef wel de basis zijn voor bureauonderzoek, maar mogelijk niet als enige basis voor een huisbezoek. Deze belangenenafweging moet per context gemaakt worden.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/#bronnen","title":"Bronnen","text":"<p>Rapportage Algoritmerisico's Nederland voorjaar 2024 (pp. 36-41)</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/#risico","title":"Risico","text":"<ul> <li>Historical bias</li> <li>Representation bias</li> <li>Automation bias en Reinforcing Feedback Loop</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/#voorbeeld","title":"Voorbeeld","text":"<p>In het onderzoek van zowel Algorithm Audit als PricewaterhouseCoopers naar de Controle Uitwonendenbeurs is het belang van de aselecte steekproef duidelijk geworden. </p> <p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/","title":"Richt de juiste menselijke controle in van het algoritme","text":"<p>imp-03OntwerpImplementatieMonitoring en beheerProjectleiderBeleid en adviesMenselijke controleGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/#maatregel","title":"Maatregel","text":"<p>Richt (technische) controlemechanismen in voor menselijke tussenkomst (of: menselijke controle) waarmee de output van een algoritme kan worden gecontroleerd.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/#toelichting","title":"Toelichting","text":"<p>Algoritmes ondersteunen vaak beslissingen en besluitvorming van overheidsorganisaties. Deze beslissingen of besluiten kunnen betrokkenen in aanmerkelijke mate raken of zelfs rechtsgevolgen hebben. Omdat algoritmes niet foutloos zijn, is het belangrijk dat een mens controleert wat een algoritme doet en, waar nodig, corrigeert. Dit proces heet 'menselijke tussenkomst' en moet betekenisvol zijn, niet slechts symbolisch.</p> <p>Het inrichten, monitoren en evalueren van menselijke controle is cruciaal om te voorkomen dat algoritmes negatieve effecten veroorzaken of de menselijke autonomie ondermijnen.</p> <p>Betekenisvolle menselijke controle houdt in dat:</p> <ul> <li>Het toezicht wordt uitgevoerd door iemand die bevoegd en bekwaam is om een beslissing of besluit te wijzigen.</li> <li>Automatische aanbevelingen niet klakkeloos worden overgenomen. Bijvoorbeeld: een systeem dat standaard een suggestie accepteert door een enkele klik voldoet hier niet aan.</li> <li>De vormen van menselijke tussenkomst al in een vroeg stadium, bijvoorbeeld in de ontwerpfase, worden vastgesteld op basis van risicoanalyses.</li> <li>Gebruikers voldoende kennis, tijd en verantwoordelijkheid hebben om weloverwogen beslissingen te nemen over het functioneren van algoritmes. Dit betekent ook dat externe factoren, zoals tijdsdruk of onvoldoende informatie, de beoordeling van de output niet mogen be\u00efnvloeden. (zie ook het onderzoekskader van de ADR, SV.6)</li> </ul> <p>Soms is menselijke tussenkomst minder relevant, zoals bij \u2018gebonden bevoegdheden\u2019. Hierbij is weinig tot geen ruimte om een beslissing of besluit aan te passen. Voorbeelden zijn:</p> <ul> <li>Het opleggen van verkeersboetes onder de Wet administratiefrechtelijke handhaving verkeersvoorschriften (Wahv).</li> <li>Het automatisch aanpassen van studiefinanciering op basis van inkomenswijzigingen.</li> </ul> <p>Om menselijke tussenkomst goed te organiseren, zijn technische en organisatorische maatregelen nodig. Dit geldt ook wanneer een externe aanbieder de algoritmes levert. In dat geval moet de verantwoordelijke organisatie (gebruiksverantwoordelijke) samen met de aanbieder bepalen hoe menselijke tussenkomst zinvol kan worden ingericht.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/#inrichten-van-menselijke-controle","title":"Inrichten van menselijke controle","text":"<p>Er zijn verschillende manieren om menselijke tussenkomst in te richten, afhankelijk van de specifieke toepassing van een algoritme. Hieronder worden vier mogelijkheden beschreven die kunnen worden ingezet, los of in combinatie:</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/#1-human-in-the-loop","title":"1. Human in the loop","text":"<p>Bij dit model speelt de mens een actieve rol in elke fase van het algoritme. Deze variant geeft de meeste controle en invloed, maar kan leiden tot vertraagde of minder effici\u00ebnte besluitvorming, vooral bij real-time of zeer complexe taken waarbij snelheid cruciaal is. Een voorbeeld van toepassen van Human-in-the-loop is het nakijken en beoordelen van de output van een algoritme door een mens, telkens voordat een beslissing wordt genomen. Het verwerken van data gebeurt alleen in opdracht van de mens en verder neemt het algoritme of AI model geen autonome beslissingen. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/#2-human-on-the-loop","title":"2. Human on the loop","text":"<p>Hier behoudt de mens toezicht en kan ingrijpen wanneer dat nodig is, om te garanderen dat een model veilig en ethisch opereert. Dit model biedt daardoor een balans tussen autonome besluitvorming en menselijke controle. Het is vooral nuttig in situaties waarin afwijkende keuzes of acties van het algoritme grote gevolgen kunnen hebben. De menselijke operator houdt de werking van het algoritme in de gaten en staat klaar om in te grijpen of beslissingen terug te draaien wanneer nodig.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/#3-human-above-the-loop","title":"3. Human above the loop","text":"<p>In dit model houdt de mens toezicht op een hoger niveau, met een focus op strategische en ethische keuzes, in plaats van dat de menselijke operator zich bezighoudt met directe operationele beslissingen. Dit stelt de mens in staat in te grijpen wanneer kritieke morele, juridische of sociale zorgen ontstaan om het model op de langere termijn bij te sturen.  De menselijke tussenkomst is gericht op het bepalen van beleid en de richtlijnen voor algoritmes. Het gaat daarbij niet alleen over het defini\u00ebren van operationele procedures maar ook het maken van bepaalde ethische overwegingen, het zorgen voor naleving van regelgeving en het overwegen van de implicaties van de inzet van algoritmes op de lange termijn. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/#4-human-before-the-loop","title":"4. Human before the loop","text":"<p>Hier maakt de mens vooraf ethische en morele afwegingen die in het algoritme zelf worden ingebouwd. Hoewel het model in productie autonoom opereert, zal de menselijke input gedurende de ontwikkeling ervoor zorgen dat het model ook in complexe situaties volgens de juiste (ethische) afwegingen keuzes en acties onderneemt.</p> <p>Dit model is essentieel in situaties waar menselijk ingrijpen tijdens de uitvoering niet mogelijk is (wanneer er bijvoorbeeld weinig of helemaal geen tijd is om als mens te interveni\u00ebren), maar waar ethische keuzes cruciaal blijven. Denk aan bestrijding van zeemijnen of situaties met zelfrijdende auto\u2019s in onvoorspelbare verkeerssituaties (bron: TNO visiestuk 2022). Deze variant kan ook worden ingezet voor situaties waarin wel nog menselijk ingrijpen mogelijk is. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/#risico","title":"Risico","text":"<p>Het niet inrichten van passende menselijke controle leidt tot onverantwoorde inzet van algoritmen en het niet voldoen aan wettelijke vereisten. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/#bronnen","title":"Bronnen","text":"<ul> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 2.01<ul> <li>Menselijke tussenkomst | Algoritmes | Algemene Rekenkamer</li> </ul> </li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, SV.5, SV.6 </li> <li>Advies over geautomatiseerde selectietechniek Pels Rijcken, p.9</li> <li>Recht op een menselijke blik bij besluiten | Autoriteit Persoonsgegevens</li> <li>Kamerstukken IT 2017-2018, 34 851, nr. (MvT UAVG), p. 120-121</li> <li>Ethics guidelines for trustworthy AI | Shaping Europe\u2019s digital future, deel (64)</li> <li>\"Towards Digital Life: Een toekomstvisie op AI anno 2032\" - TNO, 2022</li> <li>Algoritmes afwegen | Rathenau Instituut</li> <li>Managing supplier delivery reliability risk under limited information: Foundations for a human-in-the-loop DSS - ScienceDirect</li> <li>Human control of AI systems: from supervision to teaming | AI and Ethics (springer.com)</li> <li>Zijn er beperkingen op het gebruik van geautomatiseerde besluitvorming? - Europese Commissie</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/#voorbeeld","title":"Voorbeeld","text":"<p>HvJEU december 2023, ECLI:EU:C:2023:957 (SCHUFA Scoring)</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/","title":"Publiceer impactvolle algoritmes en hoog-risico-AI-systemen in het Algoritmeregister","text":"<p>imp-04ImplementatieMonitoring en beheerProjectleiderBeleid en adviesTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/#maatregel","title":"Maatregel","text":"<p>Publiceer het algoritme  in het Nederlandse Algoritmeregister.  </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/#toelichting","title":"Toelichting","text":"<ul> <li>De regering wil dat de overheid algoritmes verantwoord gebruikt. Mensen moeten erop kunnen vertrouwen dat algoritmes voldoen aan de waarden en normen van de samenleving.</li> <li>Wanneer de overheid open is over algoritmes en hun toepassing, kunnen burgers, organisaties en media haar kritisch volgen.</li> <li>Impactvolle algoritmes en hoog risico AI-systemen moeten daarom worden gepubliceerd in het Algoritmeregister.</li> <li>In het Algoritmeregister moet uitleg zijn over hoe algoritmes, of het proces wat hiermee wordt ondersteund werkt.</li> <li>Er is een Handreiking Algoritmeregister opgesteld met informatie over het publiceren van algoritmes in het Algoritmeregister.</li> <li>De Algoritmeregister Publicatiestandaard kan overheidsorganisaties ondersteunen bij het helpen invullen van het Algoritmeregister.</li> <li>Sommige overheidsorganisaties publiceren hun algoritmes ook in een eigen Algoritmeregister, zodat burgers dit makkelijker kunnen vinden. Bijvoorbeeld het Algoritmeregister van de Gemeente Rotterdam, het Algoritmeregister van de Gemeente Amsterdam of het Algoritmeregister van het UWV. </li> <li>Zorg na publicatie dat de informatie in het Algoritmeregister up-to-date blijft en indien nodig regelmatig wordt aangepast. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/#risico","title":"Risico","text":"<p>Betrokkenen zijn niet op de hoogte dat hun persoonsgegevens worden verwerkt met een algoritme, waardoor zij hier geen controle over hebben. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/#bronnen","title":"Bronnen","text":"<ul> <li>Handreiking Algoritmeregister</li> <li>Algoritmeregister Publicatiestandaard</li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 3.12, 3.14, 3.16 </li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, SV.14, PRI.8 </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/#voorbeeld","title":"Voorbeeld","text":"<ul> <li>Gemeente Groningen, Algoritmeregister: Eerste Hulp bij Geldzaken</li> <li>Gemeente Amsterdam, Algoritemregister: Blurring as a Service</li> <li>Juryrapport Best Beschreven Algoritme</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/","title":"Spreek af hoe de organisatie omgaat met privacy-verzoeken","text":"<p>imp-06OrganisatieverantwoordelijkhedenOntwikkelenProjectleiderBeleid en adviesJuristPrivacy en gegevensbeschermingGovernanceData</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/#maatregel","title":"Maatregel","text":"<p>Richt een proces in waarmee betrokkenen hun privacyrechten kunnen inroepen als algoritmes worden ontwikkeld of gebruikt.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/#toelichting","title":"Toelichting","text":"<ul> <li>Betrokkenen moeten hun persoonsgegevens kunnen inzien, rectificeren, laten verwijderen of het gebruik ervan beperken bij het toepassen van algorimtes.</li> <li>Betrokkenen moeten hun verzoek kunnen indienen bij de betreffende organisatie. Denk hierbij aan het inrichten van een privacyloket.</li> <li>Er zullen  afspraken moeten worden gemaakt door servicemanagement in te richten hoe deze verzoeken effectief kunnen worden behandeld door bijvoorbeeld door het ontwikkel- of beheerteam (aanbieder).</li> <li>Bij het inrichten van  servicemanagement moet zijn nagedacht over hoe een verzoek tot het inzien, rectificeren, verwijderen of beperken van de verwerking van persoonsgegevens op een betekenisvolle manier kan of moet worden behandeld.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/#risico","title":"Risico","text":"<p>Betrokkenen hebben geen controle over hun persoonsgegevens doordat ze geen beroep kunnen doen op hun privacyrechten. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/#bronnen","title":"Bronnen","text":"<p>Onderzoekskader Algoritmes Auditdienst Rijk, PRI.9 </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/#voorbeeld","title":"Voorbeeld","text":"<p>Privacyverzoek Gemeente Amsterdam</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/","title":"Spreek af hoe medewerkers omgaan met het algoritme.","text":"<p>imp-05ImplementatieProjectleiderBeleid en adviesGovernanceMenselijke controle</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/#maatregel","title":"Maatregel","text":"<p>Stel duidelijke werkinstructies op voor de medewerkers die het algoritme gaan gebruiken. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/#toelichting","title":"Toelichting","text":"<ul> <li>Maak keuzes rondom de rol van het systeem in de werkwijze van medewerkers.</li> <li>Gebruik duidelijke werkinstructies en protocollen om te voorkomen dat beslissingen, gebaseerd op de output van het systeem, door (automation) bias worden be\u00efnvloed.</li> <li>Stel een structuur op voor het melden van mogelijke problemen die medewerkers ervaren met het systeem.</li> <li> <p>Opleiding van medewerkers over:</p> <ul> <li>Algoritmes, waaronder AI;</li> <li>het systeem waarmee ze gaan werken;</li> <li>de rol van het systeem in hun werkwijze;</li> <li>de risico's die aan het gebruik van een systeem verbonden zijn (bijv. (automation) bias, false positives/negatives);</li> <li>de maatregelen die genomen zijn om deze risico\u2019s te beperken (bijv. willekeurige of fictieve casussen, transparantie over de output).</li> </ul> </li> <li> <p>Bespreek regelmatig de uitdagingen die medewerkers ondervinden bij het werken met het systeem (bijv. tijdsdruk).</p> </li> <li> <p>Documenteer alle keuzes en de onderliggende redenen/afwegingen rondom menselijke tussenkomst en overzicht. Evalueer en pas gemaakte keuzes waar nodig aan.</p> </li> <li> <p>Goede samenwerking tussen medewerkers en systemen helpt bij het voorkomen van (automation) bias en discriminatie, het signaleren van algoritmische problemen, en het vermijden van de facto automatische besluitvorming.</p> </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/#bronnen","title":"Bronnen","text":"<ul> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 3.07</li> <li>Handreiking non-discriminatie by design </li> <li>Impact Assessment Mensenrechten en Algoritmes </li> <li>Ethics Guidelines of Trustworthy AI</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/#risico","title":"Risico","text":"<p>Bias, discriminatie, de facto automatische besluitvorming.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/#voorbeeld","title":"Voorbeeld","text":"<p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/","title":"Vermeld het gebruik van persoonsgegevens in een privacyverklaring","text":"<p>imp-07ImplementatieProjectleiderJuristPrivacy en gegevensbeschermingTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/#maatregel","title":"Maatregel","text":"<p>Neem het gebruik van een algoritme op in de privacyverklaring als hierbij persoonsgegevens worden verwerkt.  </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/#toelichting","title":"Toelichting","text":"<ul> <li>Door in een privacyverklaring te vermelden welke persoonsgegevens worden verwerkt voor het gebruik van een algoritme, wordt een betrokkene ge\u00efnformeerd over de verwerking van diens persoonsgegevens.</li> <li>Een privacyverklaring kan op organistieniveau worden opgesteld en ook voor specifieke verwerkingen.</li> <li> <p>In een privacyverklaring wordt in ieder geval het volgende opgenomen:</p> </li> <li> <p>de identiteit en contactgegevens van uw organisatie. En ook die van vertegenwoordiger in de Europese Unie (EU), als deze er zijn.</p> </li> <li>de contactgegevens van de functionaris gegevensbescherming (FG), als een organistie deze heeft.</li> <li>de doeleinden van de verwerking en de AVG-grondslag. </li> <li>de (categorie\u00ebn van) ontvangers van de persoonsgegevens.</li> <li>of de persoonsgegevens door worden geven buiten de EER of aan een internationale organisatie. En zo ja, op welke juridische grond.</li> <li>de bewaartermijn van de gegevens.</li> <li>de privacyrechten van de betrokkenen, zoals het recht op inzage, rectificatie en gegevens verwijderen.</li> <li>het recht van de betrokkenen om de toestemming die zij voor een bepaalde verwerking hebben gegeven, altijd weer te mogen intrekken.</li> <li>dat de betrokkenen een klacht kunnen indienen bij de privacytoezichthouder. In Nederland is dat de Autoriteit Persoonsgegevens (AP).</li> <li>of de betrokkenen verplicht zijn de persoonsgegevens te verstrekken. En zo ja, waarom. Vermeld dan ook wat de gevolgen zijn als zij de gegevens niet verstrekken.</li> <li>of er sprake is van geautomatiseerde besluitvorming, inclusief profilering. En zo ja, hoe deze beslissing wordt genomen.</li> <li> <p>als persoonsgegevens van een andere organisatie zijn ontvangen: de bron waar de persoonsgegevens vandaan komen. En of de gegevens afkomstig zijn van openbare bronnen.</p> </li> <li> <p>Het is denkbaar dat in een specifieke privacyverklaring informatie over onderliggende logica van het algoritme, alsmede het belang en de verwachte gevolgen van die verwerking voor de betrokkene. Het is ook denkbaar dat deze informatie in het algoritmeregister wordt opgenomen.</p> </li> <li>Als ervoor wordt gekozen om het algoritme uit te faseren, dan moet informatie in het algoriteregister hierop worden aangepast. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/#risico","title":"Risico","text":"<p>Betrokkenen zijn niet op de hoogte dat hun persoonsgegevens worden verwerkt met een algoritme, waardoor zij hier geen controle over hebben en zich niet kunnen beroepen op hun privacyrechten.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Algoritmes Auditdienst Rijk, PRI.8</li> <li>Autoriteit Persoonsgegevens  Algoritmekader </li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 3.12 </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/","title":"Richt een proces in zodat burgers of andere belanghebbenden een klacht, bezwaar of beroep kunnen indienen over het gebruik van het algoritme en monitor dit proces.","text":"<p>imp-09ImplementatieMonitoring en beheerProjectleiderOntwikkelaarGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/#maatregel","title":"Maatregel","text":"<p>Richt een proces in zodat burgers of andere belanghebbenden een klacht, bezwaar of beroep kunnen indienen over het gebruik van het algoritme. Zorg voor goede monitoring van dit proces zodat het projectteam op de hoogte is van klachten, bezwaren en beroepen over het systeem. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/#toelichting","title":"Toelichting","text":"<ul> <li>Een goede datahuishouding van de binnengekomen bezwaren, klachten en beroepen is essentieel om de informatie rondom de klachten, bezwaren en beroepen vanuit datagedreven perspectief te kunnen monitoren.</li> <li>Goede monitoring kan ervoor zorgen dat eventuele patronen in bezwaar, klacht en beroep snel gesignaleerd worden. Eventuele patronen in klacht, bezwaar en beroep kunnen duiden op problemen in het functioneren van het algoritme. Dit kan bijvoorbeeld duiden op discriminerende effecten van het algoritme, waardoor nader onderzoek wenselijk is. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/#risico","title":"Risico","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Auditdienst Rijk, SV.17, PRI.9</li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 1.08</li> <li>Onderzoek misbruik uitwonendenbeurs, PricewaterhouseCoopers</li> <li>Intern onderzoek controle uitwonendenbeurs, DUO</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/#voorbeeld","title":"Voorbeeld","text":""},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/","title":"Vermeld het gebruik van persoonsgegevens in het verwerkingsregister","text":"<p>imp-08ImplementatieProjectleiderJuristTransparantiePrivacy en gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/#maatregel","title":"Maatregel","text":"<p>Neem de ontwikkeling en gebruik van een algoritme op in het verwerkingsregister als persoonsgegevens worden verwerkt.  </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/#toelichting","title":"Toelichting","text":"<ul> <li>Door in het verwerkingsregister te vermelden welke persoonsgegevens worden verwerkt voor het gebruik van een algoritme, wordt een betrokkene ge\u00efnformeerd over de verwerking van diens persoonsgegevens</li> <li>Hiermee is ook voor de organisatie intern inzichtelijk welke persoonsgegevens voor welke toepassingen worden verwerkt;</li> <li>Het is van belang dat vanaf het moment dat persoonsgegevens worden verwerkt, meteen een vermelding hiervan wordt gemaakt in het verwerkingsregister;</li> <li>Dat betekent dat als persoonsgegevens worden verwerkt bij het ontwikkelen en trainen van het algoritme, en deze nog niet in gebruik zijn genomen, al een vermelding moet worden gedaan in het verwerkingsregister;</li> <li>Bij be\u00ebindiging van het gebruik van het algoritme, moet het verwerkingsregister worden aangepast. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/#risico","title":"Risico","text":"<p>Betrokkenen en de interne organisatie zijn niet op de hoogte welke persoonsgegevens worden verwerkt met een algoritme, waardoor zij hier geen controle over hebben. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Algoritmes Auditdienst Rijk, PRI.8</li> <li>Autoriteit Persoonsgegevens</li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 3.04</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/#voorbeeld","title":"Voorbeeld","text":"<ul> <li>Blurring as a Service, Verwerkingsregister gemeente Amsterdam</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/","title":"Maak een openbaar besluit over de inzet van het algoritme","text":"<p>imp-01OrganisatieverantwoordelijkhedenImplementatieProjectleiderGovernanceTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/#maatregel","title":"Maatregel","text":"<p>Een politieke-bestuurlijk besluit wordt genomen over de inzet van een impactvol algoritme. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/#toelichting","title":"Toelichting","text":"<ul> <li>Door een politiek-bestuurlijk besluit te nemen over de inzet of be\u00ebindiging van een impactvol algoritme, wordt een afweging en keuze gemaakt over de wenselijkheid, haalbaarheid, transparantie, invulling van menselijke controle en eventueel de mate van onbewuste vooringenomenheid van het betreffende algoritme.</li> <li>Impactvolle algoritmes bevatten aspecten die vragen om politieke afwegingen, en niet enkel door de ambtelijke organistie mogen worden beoordeeld.</li> <li>Een voorbeeld van een politiek afweging is wanneer er wel of geen sprake is van een gerechtvaardigd onderscheid wat wordt gemaakt door een algoritme. </li> <li>Het is van belang dat overheidsorganisaties een politiek-bestuurlijk kader opstellen waarin wordt beschreven hoe wordt omgegaan met dergelijke gevallen. </li> <li>Een openbaar besluit draagt bij aan de legitimiteit van de inzet van het algoritme en de controleerbaarheid van de overheidsorganisatie. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/#risico","title":"Risico","text":"<p>De ambtelijke organisatie maakt politieke-bestuurlijke afwegingen en beslissingen bij de inzet of be\u00ebindiging van het gebruik van impactvolle algoritmes, terwijl deze daar niet toe bevoegd is.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/#bronnen","title":"Bronnen","text":"<p>Algemene Rekenkamer</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/#voorbeeld","title":"Voorbeeld","text":"<p>Besluit College van Burgemeester en Wethouders Gemeente Amsterdam </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/","title":"Maak back-ups van algoritmes","text":"<p>mon-01OntwikkelenMonitoring en beheerOntwikkelaarBeleid en adviesTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/#maatregel","title":"Maatregel","text":"<p>Back-up kopie\u00ebn van informatie, software en systeemafbeeldingen dienen regelmatig te worden gemaakt en getest. Idealiter gebeurt dit in overeenstemming met een afgesproken back-up beleid. Maak back-ups van de omgeving van het algoritme en zorg ervoor dat het algoritme en de data hersteld kunnen worden.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/#toelichting","title":"Toelichting","text":"<p>Er is een back-up beleid waarin de eisen voor het bewaren en beschermen zijn gedefinieerd en vastgesteld. Dit beleid moet vervolgens worden vertaald naar (technische) maatregelen om het kunnen maken van back-ups te realiseren.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/#risico","title":"Risico","text":"<p>Als er geen regelmatige back-ups worden gemaakt en de restore-procedure niet regelmatig wordt getest, bestaat het risico dat er geen hersteloptie is en mogelijkheid van gegevensverlies.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/#bronnen","title":"Bronnen","text":"<ul> <li>Baseline Informatiebeveiliging Overheid, 12.3.1.1, 12.3.1.4, 12.3.1.5.</li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, IB.26</li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 4.08 </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/","title":"Beveilig de software","text":"<p>mon-02Dataverkenning en datapreparatieOntwikkelenMonitoring en beheerProjectleiderBeleid en adviesOntwikkelaarTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/#maatregel","title":"Maatregel","text":"<p>Zorg voor een goede beveiliging van de verschillende softwarecomponenten van een algoritme. Bepaal of de data voldoende is beveiligd en maak hierin onderscheid tussen de inputdata en de outputdata.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/#toelichting","title":"Toelichting","text":"<p>Er zijn beheersmaatregelen die kunnen helpen bij het zorgen voor een goede beveiliging van verschillende (software-)componenten van een algoritme. Hierbij kan worden gedacht aan: Het toepassen van wachtwoordbeheer. Baseline Informatiebeveiliging Overheid, de NCSC Handreiking voor implementatie van detectieoplossingen en het Impact Assessment Mensenrechten en Algoritmes.</p> <ul> <li>Inzicht cre\u00ebren in de beoogde opzet van de IT-infrastructuur (de architectuur) en de werkelijk geconfigureerde hard- en software. (CIS Control 1, BIO 8.1.1).</li> <li>Inrichten van een formeel proces voor het beheer van technische kwetsbaarheden. Dit omvat minimaal periodieke (geautomatiseerde) controle op de aanwezigheid van kwetsbaarheden in de te toetsen systemen, een risicoafweging en navolgbare afwerking daarvan of risicoacceptatie (BIO 12.6).</li> <li>Beoordelen, patchen en updaten van kwetsbaarheden in IT-systemen als deze bekend zijn. (BIO 12.6.1)</li> <li>Verwijderen of deactiveren van softwarecomponenten en services die niet noodzakelijk zijn voor het functioneren van het algoritme om beveiligingsrisico\u2019s te beperken. (BIO 12.6.1)</li> <li>Er vindt zonering plaats binnen de technische infrastructuur conform de uitgangspunten die zijn vastgelegd in een operationeel beleidsdocument, waarbij minimaal sprake is van scheiding tussen vertrouwde en onvertrouwde netwerken (BIO 9.4.2). Denk ook aan het scheiden in netwerken (BIO 13.1.3).</li> <li>Actieve monitoring van de algoritme data vindt plaats zodat beveiligingsincidenten en -gebeurtenissen in een vroeg stadium worden gedetecteerd. (BIO 12.4.1, NCSC Handreiking voor implementatie van detectieoplossingen).</li> <li>Netwerkverkeer en componenten worden actief gemonitord. (BIO 12.4.1).</li> <li>Beoordeel of de data ten behoeve van het ontwikkelen en gebruiken van het algoritme voldoende is beveiligd. Maak hierin onderscheid tussen de trainingsdata, inputdata en de outputdata.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/#risico","title":"Risico","text":"<p>Oneigenlijke toegang van buitenaf kan plaatsvinden via zwakheden in het systeem.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/#bronnen","title":"Bronnen","text":"<ul> <li>Baseline Informatiebeveiliging Overheid</li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, IB.18 t/m IB.25</li> <li>NCSC Handreiking voor implementatie van detectieoplossingen</li> <li>Handleiding Quickscan Information Security</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/","title":"Maak een noodplan voor beveiligingsincidenten","text":"<p>mon-03OrganisatieverantwoordelijkhedenMonitoring en beheerProjectleiderBeleid en adviesJuristTechnische robuustheid en veiligheidGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/#maatregel","title":"Maatregel","text":"<p>Richt een proces in waarmee beveiligingsincidenten m.b.t. algoritmes en data zo spoedig mogelijk worden opgelost.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/#toelichting","title":"Toelichting","text":"<p>Er zijn procedures aanwezig die borgen dat beveiligingsincidenten m.b.t. algoritmes en data zo spoedig mogelijk, afhankelijk van de kwalificatie van het incident, worden opgepakt.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/#risico","title":"Risico","text":"<p>Te late reactie op incidenten kan ervoor zorgen dat de BIV (beschikbaarheid, integriteit en vertrouwelijkheid) van het algoritme of data kan worden aangetast.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/#bronnen","title":"Bronnen","text":"<ul> <li>Baseline Informatiebeveiliging Overheid, BIO 12.3.1.1, 12.3.1.4, 12.3.1.5</li> <li>Onderzoekskader Algoritmes Auditdienst Rijk, IB.30</li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 4.06</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/","title":"Monitor regelmatig op veranderingen in de data. Bij veranderingen evalueer je de prestaties en output van het algoritme.","text":"<p>mon-04Monitoring en beheerOntwikkelaarDataTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/#maatregel","title":"Maatregel","text":"<p>Monitor regelmatig op veranderingen in de inputdata. Bij geconstateerde veranderingen evalueer je de prestaties en de output van het algoritme.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/#toelichting","title":"Toelichting","text":"<p>De inputdata kan voortdurend veranderen.  Dat kan komen doordat de context waarin het algoritme wordt gebruikt verandert, of door een technische fout wanneer de data bijvoorbeeld niet goed is ingelezen of aangeleverd.  Het te laat opmerken van zo'n verandering kan grote gevolgen hebben.  Daarom is het belangrijk om regelmatig te controleren en evalueren of:</p> <ul> <li>de data van voldoende kwaliteit is voor de beoogde toepassing</li> <li>of het algoritme nog presteert in lijn met de vastgestelde doelen</li> <li>de gegevens op de juiste en volledige manier worden verwerkt. </li> </ul> <p>Zeker wanneer er gebruikt wordt gemaakt van informatie van derden, is het belangrijk om regelmatig te controleren of er veranderingen in de data zijn. Goede monitoring op datakwaliteit zorgt ervoor dat je voldoende controle hebt over de kwaliteit van de data, zelfs als je hiervoor afhankelijk bent van andere partijen. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/#risico","title":"Risico","text":"<p>Door veranderingen in de data presteert het model niet meer zoals verwacht.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/#bronnen","title":"Bronnen","text":"<ul> <li>Onderzoekskader Auditdienst Rijk, DM.8</li> <li>Toetsingskader Algoritmes Algemene Rekenkamer, 1.02, 1.08, 2.06, 2.08, 2.13 </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/#voorbeeld","title":"Voorbeeld","text":"<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/","title":"Meten, monitoren en rapporteren van milieu-impact van algoritmes","text":"<p>mon-05OntwerpMonitoring en beheerOntwikkelaarBeleid en adviesProjectleiderDuurzaamheid</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/#maatregel","title":"Maatregel","text":"<p>Inventariseer en monitor de milieu-impact van algoritmes (bijvoorbeeld door het doen van een impact-assessment), zowel tijdens ontwerp als bij het gebruik, en rapporteer deze om duurzame keuzes mogelijk te maken.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/#toelichting","title":"Toelichting","text":"<p>Tref bijvoorbeeld de volgende maatregelen, wanneer je de milieu-impact van algoritmes gaat inventariseren of monitoren:</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/#digital-product-passports","title":"Digital Product Passports","text":"<p>De milieu-impact van algoritmes kan worden gemeten en geoptimaliseerd door een Digital Product Passport (DPP) te overwegen. DPP's bieden een platform voor duurzame rapportage door middel van real-time informatie over onder andere CO\u2082-uitstoot, herkomst en energiegebruik, wat kan helpen om de ecologische voetafdruk van een algoritme transparant te maken. Door deze gegevens structureel te verzamelen en te delen, kunnen gebruikers en bedrijven inzicht krijgen in de duurzaamheidsprestaties. De milieu-impact van verschillende algoritmes/modellen kan een rol spelen bij het kiezen van een model in de ontwerpfase. Ook kan het ervoor zorgen dat je later kiest om een ander model te gebruiken, of het gebruik van een model of systeem zelfs te be\u00ebindigen.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/#milieu-impact-assessments","title":"Milieu-impact assessments","text":"<p>Wanneer de milieu-impact (in bepaalde mate) inzichtelijk is, kan er een milieu-impact assessment worden gedaan. Ga na of je organisatie die een heeft of overweeg deze te ontwikkelen.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/#periodieke-monitoring","title":"Periodieke monitoring","text":"<p>Probeer ook periodieke monitoringsrapporten op te stellen waarin de milieu-impact van algoritmes wordt bijgehouden. Hiermee vergroot je de duurzaamheid door tijdig verbeteringen te signaleren en door te voeren. Hierbij kan ook een onderscheid worden gemaakt in de impact tijdens de trainingsfase van het algoritme en de gebruiksfase. </p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/#risico","title":"Risico","text":"<p>Wanneer in de ontwerpfase niet wordt nagedacht over milieu-impact kan onbewust voor een algoritme of model worden gekozen dat meer energie verbruikt (en wellicht hogere kosten met zich mee brengt) dan een model dat misschien even goed presteert voor het gekozen doel. Zonder structurele monitoring van de milieu-impact kan de organisatie onbewust bijdragen aan een hoge CO\u2082-uitstoot en hoge energieverbruikskosten.</p>"},{"location":"voldoen-aan-wetten-en-regels/maatregelen/7-mon-05-meten-milieu-impact/#bronnen","title":"Bronnen","text":"<ul> <li>Coalitie Duurzame Digitalisering - Digital Product Passport</li> <li>Onderzoekskader Algoritmes Auditdienst Rijk - DM.24</li> <li>Ethische richtsnoeren voor betrouwbare KI, Hoofdstuk II 1.6: Maatschappelijk en milieuwelzijn</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/","title":"Vereisten","text":"<p>Overzicht van de belangrijkste vereisten voor overheden die algoritmes of AI-systemen ontwikkelen of gebruiken. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/#wetten-en-regels","title":"Wetten en regels","text":"<p>De vereisten zijn gebaseerd op de wetten en regels voor het uitvoeren van wettelijke taken, zoals de:</p> <ul> <li>AI-verordening</li> <li>Algemene verordening gegevensbescherming (AVG)</li> <li>Algemene wet bestuursrecht (Awb)</li> <li>Algemene wet gelijke behandeling (Awgb) </li> <li>Auteurswet</li> <li>Baseline Informatiebeveiliging Overheid (BIO)</li> <li>Grondwet</li> </ul> <p>Bij elke vereiste staat de bron er duidelijk bij.</p> <p>Let op!</p> <p>Het Algoritmekader biedt een overzicht van de belangrijkste vereisten. Dit is niet volledig. Sectorspecifieke wetgeving is bijvoorbeeld niet meegenomen. Hierdoor kan het zijn dat er meer regelgeving van geldt voor jouw toepassing. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/#aantal-vereisten-verschilt-per-situatie","title":"Aantal vereisten verschilt per situatie","text":"<p>Welke vereisten gelden voor jouw organisatie, hangt af van:</p> <ul> <li>de technologie die je gebruikt: rekenregels, machinelearning of generatieve AI</li> <li>de risicoclassificatie van het algoritme dat je gebruikt</li> <li>je rol: ben je ontwikkelaar of alleen gebruiker van het algoritme?</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/#voorbeeld","title":"Voorbeeld","text":"<p>Impactvolle algoritmes en AI-systemen worden gepubliceerd in het Nederlandse algoritmeregister.</p> <p>Deze vereiste geldt alleen voor impactvolle algoritmes en hoog-risico-AI-systemen. Een niet-impactvolle rekenregel hoef je niet te registreren.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/#help-ons-deze-pagina-te-verbeteren","title":"Help ons deze pagina te verbeteren","text":"<p>Deel je idee, suggestie of opmerking via GitHub of mail ons via algoritmes@minbzk.nl.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/","title":"Personeel en gebruikers zijn voldoende AI-geletterd.","text":"<p>aia-01OrganisatieverantwoordelijkhedenProjectleiderMenselijke controleGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/#vereiste","title":"Vereiste","text":"<p>Personeel en gebruikers zijn voldoende AI-geletterd.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/#toelichting","title":"Toelichting","text":"<p>Aanbieders en gebruiksverantwoordelijken van AI-systemen nemen maatregelen om, zoveel als mogelijk, te zorgen voor een toereikend niveau van AI-geletterdheid bij hun personeel en andere personen die namens hen AI-systemen exploiteren en gebruiken.</p> <p>Zij houden daarbij rekening met hun technische kennis, ervaring, onderwijs en opleiding en de context waarin de AI-systemen zullen worden gebruikt, evenals met de personen of groepen personen ten aanzien van wie de AI-systemen zullen worden gebruikt.</p> <p>De AI-kennisplicht betekent bijvoorbeeld dat een HR-medewerker moet begrijpen dat een AI-systeem vooroordelen kan bevatten of essenti\u00eble informatie kan negeren, waardoor een sollicitant onterecht wel of juist niet wordt voorgedragen. En een baliemedewerker bij een gemeente die een AI-systemen gebruikt om de burgers te helpen, moet beseffen dat deze systemen vaak niet even goed werken voor iedereen. En dat diegene de uitkomsten van dit soort AI-systemen niet blindelings kan volgen.  </p> <p>Het doel is om een adequaat niveau van begrip en vaardigheden te waarborgen, wat bijdraagt aan een verantwoord gebruik van AI en het minimaliseren van risico's.</p> <p>Vanaf februari 2025 treedt deze vereiste in werking. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/#bronnen","title":"Bronnen","text":"<p>Artikel 4 Verordening Artifici\u00eble Intelligentie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAI-model voor algemene doeleindenhoog risico AI-systeemverboden AIgeen hoog risico AI-systeemAanbiederGebruiksverantwoordelijke</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/#risico","title":"Risico","text":"<p>Onvoldoende AI-geletterdheid kan leiden tot misbruik of onjuist gebruik van AI-systemen en tot situaties waarin AI-systemen verkeerd worden ingezet, onbedoeld gebruikt worden voor taken waar ze niet geschikt voor zijn, of dat de veiligheid en effectiviteit van de systemen in het gedrang komt.</p> <p>Dit kan leiden tot ineffici\u00ebntie, fouten, en mogelijk schade aan organisaties, gebruikers of betrokkenen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/","title":"Verboden AI-systemen mogen niet worden gebruikt.","text":"<p>aia-01OrganisatieverantwoordelijkhedenProbleemanalyseProjectleiderGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/#vereiste","title":"Vereiste","text":"<p>Verboden AI-systemen mogen niet worden gebruikt.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/#toelichting","title":"Toelichting","text":"<p>Afgezien van de vele nuttige toepassingen van AI kan zij ook worden misbruikt en nieuwe en krachtige instrumenten voor manipulatie, uitbuiting en sociale controle opleveren.  Dergelijke praktijken zijn bijzonder schadelijk en abusief en moeten worden verboden omdat zij in strijd zijn met de waarden van de Unie, namelijk eerbied voor de menselijke waardigheid, vrijheid, gelijkheid, democratie en de rechtsstaat, en met de grondrechten van de Unie die zijn vastgelegd in het Handvest, waaronder het recht op non-discriminatie, gegevensbescherming en privacy, en de rechten van het kind.</p> <p>In de volgende gevallen gaat het om een verboden toepassing op grond van de AI-Verordening: - gebruik kan gaan maken van subliminale technieken om mensen onbewust of bewust kunnen manipuleren, waardoor ze beslissingen nemen die ze anders niet zouden hebben genomen? - gebruik kan gaan maken van kwetsbaarheden van individuen of specifieke groepen, zoals leeftijd, handicaps of sociale/economische omstandigheden, om het gedrag van die personen aanzienlijk te verstoren, wat kan leiden tot aanzienlijke schade bij henzelf of anderen? - gebruikt kan worden om natuurlijke personen of groepen gedurende een periode te evalueren of te classificeren op basis van hun sociale gedrag of afgeleide persoonlijke kenmerken? - gebruikt kan worden voor risicobeoordelingen van natuurlijke personen om het risico op crimineel gedrag te voorspellen, gebaseerd op profilering of persoonlijkheidskenmerken? (Dit geldt niet voor AI-systemen die worden gebruikt om menselijke beoordelingen te ondersteunen, gebaseerd op objectieve en verifieerbare feiten die rechtstreeks verband houden met criminele activiteiten) - gebruikt kan worden om databanken voor gezichtsherkenning aan te leggen of aan te vullen door willekeurige gezichtsafbeeldingen van internet of CCTV-beelden te scrapen? - gebruikt kan worden om emoties van een persoon op de werkplek of in het onderwijs af te leiden? (Dit is niet van toepassing als het gebruik van het AI-systeem is bedoeld voor medische- of veiligheidsdoeleinden) - gebruikt kan worden om natuurlijke personen individueel in categorie\u00ebn in te delen op basis van biometrische gegevens om ras, politieke opvattingen, lidmaatschap van een vakbond, religieuze of levensbeschouwelijke overtuigingen, seksleven of seksuele geaardheid af te leiden? (Dit verbod geldt niet voor het labelen of filteren van rechtmatig verkregen biometrische datasets, zoals afbeeldingen, op basis van biometrische gegevens, of voor categorisering van biometrische gegevens op het gebied van rechtshandhaving) - gebruikt kan worden als een biometrisch systeem in de publieke ruimte voor identificatie op afstand in real-time, met het oog op de rechtshandhaving?</p> <p>Er zijn een tweetal uitzonderingen voor het inzetten van verbonden AI-systemen. Deze zijn: - Er is sprake van een rechtshandhavingsactiviteit i.v.m. een specifiek misdrijf (terrorisme, mensenhandel, seksuele uitbuiting van kinderen en materiaal over seksueel misbruik van kinderen, illegale handel in verdovende middelen en psychotrope stoffen, illegale handel in wapens, munitie en explosieven, moord, zware mishandeling, illegale handel in menselijke organen en weefsels, illegale handel in nucleaire en radioactieve stoffen, ontvoering, wederrechtelijke vrijheidsberoving en gijzeling, misdrijven die onder de rechtsmacht van het Internationaal Strafhof vallen, kaping van vliegtuigen/schepen, verkrachting, milieucriminaliteit, georganiseerde of gewapende diefstal, sabotage, deelneming aan een criminele organisatie die betrokken is bij een of meer van de bovengenoemde misdrijven). - Er is sprake van gerichte opsporing van specifieke slachtoffers, ontvoering, mensenhandel en seksuele uitbuiting van mensen, vermiste personen; of het voorkomen van bedreigingen voor het leven of de fysieke veiligheid van personen of het reageren op de huidige of voorzienbare dreiging van een terreuraanslag.</p> <p>Bepaal in een vroege fase en bij het onderbouwen van het gebruik van een AI-systeem of de beoogde toepassing is toegestaan. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/#bronnen","title":"Bronnen","text":"<p>Artikel 5 Verordening Artifici\u00eble Intelligentie.</p> <p>Overweging 29 - 44 AI-Verordening.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemverboden AIAanbiederGebruiksverantwoordelijke</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/#risico","title":"Risico","text":"<p>Er ontstaat een onrechtmatige situatie voor een organisatie als deze AI inzet, die verboden is. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/","title":"Beoordeling als niet 'hoog-risico-AI-systeem' is gedocumenteerd.","text":"<p>aia-02OntwerpProjectleiderGovernanceTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/#vereiste","title":"Vereiste","text":"<p>Beoordeling als niet 'hoog-risico-AI-systeem' is gedocumenteerd.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/#toelichting","title":"Toelichting","text":"<p>Een aanbieder die van mening is dat er geen sprake is van een in bijlage III bedoeld AI-systeem, documenteert zijn beoordeling voordat dat systeem in de handel wordt gebracht of in gebruik wordt gesteld. </p> <p>Die aanbieder is onderworpen aan de registratieverplichting van artikel 49, lid 2 AI-verordening. Op verzoek van de nationale bevoegde autoriteiten verstrekt de aanbieder de documentatie van de beoordeling.</p> <p>De aanbieder of in voorkomend geval de gemachtigd registreert zichzelf en het betreffende AI-systeem in de EU-databank (artikel 71 AI-verordening).</p> <p>AI-systemen met een hoog risico als bedoeld in punt 2 van bijlage III (kritieke infrastructuur) worden op nationaal niveau geregistreerd.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 6(4) Verordening Artifici\u00eble Intelligentie</li> <li>Artikel 49(2) Verordening Artifici\u00eble Intelligentie</li> <li>Artikel 71 Verordening Artifici\u00eble Intelligentie</li> <li>Bijlage III Verordening Artifici\u00eble Intelligentie</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/#risico","title":"Risico","text":"<p>Gebrek aan transparantie en verantwoording bij risicobeoordeling kan leiden tot onrechtmatig in de markt brengen en onrechtmatig gebruik van (risicovolle) AI-systemen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/","title":"Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem","text":"<p>aia-03OrganisatieverantwoordelijkhedenProjectleiderGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/#vereiste","title":"Vereiste","text":"<p>Voor AI-systemen met een hoog risico wordt een systeem voor risicobeheer vastgesteld, uitgevoerd, gedocumenteerd en in stand gehouden.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/#toelichting","title":"Toelichting","text":"<p>Het systeem voor risicobeheer moet bestaan uit een gepland iteratief proces, dat tijdens de gehele levensduur van een hoog-risico AI-systeem wordt doorlopen. Een organisatie moet ervoor zorgen dat een risicobeheersysteem wordt ingericht in de organisatie. </p> <p>Het risicobeheersysteem moet gericht zijn op het vaststellen en beperken van de relevante risico\u2019s van AI-systemen voor de gezondheid, veiligheid en grondrechten met passende maatregelen. </p> <p>Het systeem voor risicobeheer moet periodiek worden ge\u00ebvalueerd en geactualiseerd om de blijvende doeltreffendheid ervan te waarborgen, alsook de motivering en de documentatie van eventuele significante besluiten en maatregelen die op grond van de AI-verordening zijn genomen.</p> <p>Dit proces moet ervoor zorgen dat de aanbieder de risico\u2019s of negatieve effecten vaststelt en risicobeperkende maatregelen uitvoert voor de bekende en de redelijkerwijs te voorziene risico\u2019s van AI-systemen voor de gezondheid, veiligheid en grondrechten.</p> <p>Hierin moeten ook maatregelen zitten voor redelijkerwijs te voorzien misbruik, met inbegrip van de mogelijke risico\u2019s die voortvloeien uit de wisselwerking tussen het AI-systeem en de omgeving waarin het werkt. De aanbieder moet aandacht hebben voor het gebruik van AI-systemen waarvan, hoewel zij niet rechtstreeks onder het beoogde doel vallen en niet in de gebruiksinstructies worden vermeld, mag worden verwacht dat zij kunnen voortvloeien uit gemakkelijk voorspelbaar menselijk gedrag.</p> <p>Bij het vaststellen van passende risicobeheersmaatregelen moet de aanbieder de gemaakte keuzes hebben gedocumenteerd en voorzien van een toelichting en, in voorkomend geval, deskundigen en externe belanghebbenden hierbij betrekken.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/#bronnen","title":"Bronnen","text":"<p>Artikel 9(1) Verordening Artifici\u00eble Intelligentie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/#risico","title":"Risico","text":"<p>Het ontbreken van risicobeheer kan leiden tot schade aan gebruikers of derden en wettelijke aansprakelijkheid voor de aanbieder.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/","title":"Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen.","text":"<p>aia-04OntwerpMonitoring en beheerProjectleiderBeleid en adviesFundamentele rechtenBias en non discriminatie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/#vereiste","title":"Vereiste","text":"<p>Bij het doorlopen, het periodieke systematische toetsen en actualiseren van het risicosysteem nemen aanbieders in overweging of het beoogde doel van het AI-systeem negatieve effecten zal hebben op personen jonger dan 18 jaar of andere kwetsbare groepen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/#toelichting","title":"Toelichting","text":"<p>Bij de uitvoering van het in de leden 1 tot en met 7 van art. 9 AI-Verordening bedoelde systeem voor risicobeheer houden aanbieders rekening met de vraag of het beoogde doel van het AI-systeem met een hoog risico waarschijnlijk negatieve gevolgen zal hebben voor personen jonger dan 18 jaar en, in voorkomend geval, voor andere groepen kwetsbare personen.</p> <p>Er moet een grondige risicoanalyse plaatsvinden en worden vertaald naar mitigerende maatregelen om het risico te elimineren of te mitigeren.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/#bronnen","title":"Bronnen","text":"<p>Artikel 9(9) Verordening Artifici\u00eble Intelligentie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/#risico","title":"Risico","text":"<p>Niet adequaat adresseren van risico's voor jongeren en kwetsbare groepen kan leiden tot ernstige ethische en maatschappelijke schade.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/","title":"Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria","text":"<p>aia-05Dataverkenning en datapreparatieVerificatie en validatieProjectleiderOntwikkelaarData</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/#vereiste","title":"Vereiste","text":"<p>AI-systemen met een hoog risico die technieken gebruiken die het trainen van AI-modellen met data omvatten, worden ontwikkeld op basis van datasets voor training, validatie en tests die voldoen aan de kwaliteitscriteria telkens wanneer dergelijke datasets worden gebruikt.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/#toelichting","title":"Toelichting","text":"<p>AI-systemen met een hoog risico die data gebruiken voor het trainen van AI-modellen, moeten gebaseerd zijn op datasets die voldoen aan specifieke kwaliteitscriteria. </p> <p>Deze criteria zorgen ervoor dat de data geschikt zijn voor training, validatie en tests, wat de betrouwbaarheid en nauwkeurigheid van het AI-systeem waarborgt. De kwaliteitscriteria zijn te vinden in leden 2 t/m 5 van artikel 10 van de AI-verordening. Bijvoorbeeld datasets moeten aan praktijken voor databeheer voldoen en moeten relevant, representatief, accuraat en volledig zijn.</p> <p>Deze vereiste houdt in dat de gebruikte datasets onder meer moeten voldoen aan:</p> <ul> <li>datasets voor training, validatie en tests worden onderworpen aan praktijken op het gebied van databeheer die stroken met het beoogde doel van het AI-systeem met een hoog risico. Dit heeft in het bijzonder betrekking op relevante ontwerpkeuzes, processen voor dataverzameling, verwerkingsactiviteiten voor datavoorbereiding, het opstellen van aannames met name betrekking tot de informatie die de data moeten meten en vertegenwoordigen, beschikbaarheid, kwantiteit en geschiktheid van de datasets en een beoordeling op mogelijke vooringenomenheid en passende maatregelen om deze vooringenomenheid op te sporen, te voorkomen en te beperken. </li> <li>datasets voor training, validatie en tests zijn relevant, voldoende representatief en zoveel mogelijk foutenvrij en volledig met het oog op het beoogde doel.</li> <li>Er wordt rekening gehouden met de eigenschappen of elementen die specifiek zijn voor een bepaalde geografische, contextuele, functionele of gedragsomgeving waarin het AI-systeem wordt gebruikt.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/#bronnen","title":"Bronnen","text":"<p>Artikel 10(1) Verordening Artifici\u00eble Intelligentie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/#risico","title":"Risico","text":"<p>Gebruik van laagkwalitatieve of bevooroordeelde datasets kan leiden tot onbetrouwbare en oneerlijke AI-besluitvorming. Onvoldoende kwaliteitsborging van testdata kan leiden tot vertekende resultaten en gebrekkige prestaties van het AI-systeem bij gebruik in de praktijk.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/","title":"Hoog-risico-AI-systemen zijn voorzien van voldoende technische documentatie.","text":"<p>aia-06Dataverkenning en datapreparatieOntwikkelenVerificatie en validatieProjectleiderOntwikkelaarTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/#vereiste","title":"Vereiste","text":"<p>Hoog-risico-AI-systemen zijn voorzien van voldoende technische documentatie.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/#toelichting","title":"Toelichting","text":"<p>De technische documentatie van een AI-systeem met een hoog risico wordt voorafgaand aan het in de handel brengen of in gebruik nemen opgesteld en regelmatig bijgewerkt.</p> <p>Deze documentatie moet duidelijk aantonen dat het systeem voldoet aan de vereisten van AI-Verordening (afdeling 2), zodat nationale autoriteiten en aangemelde instanties de naleving kunnen beoordelen. Daarvoor moet de informatie op een heldere en begrijpelijke wijze zijn opgesteld. </p> <p>De documentatie bevat ten minste de elementen zoals uiteengezet in bijlage IV AI-Verordening:</p> <ol> <li>Een algemene beschrijving van het AI-syseem.</li> <li>Een gedetailleerde beschrijving van de elementen van het AI-systeem en het proces voor de ontwikkeling ervan.</li> <li>Gedetailleerde informatie over de monitoring, werking en controle van het AI-systeem.</li> <li>Een beschrijving van de geschiktheid van de prestatiestatistieken.</li> <li>Een gedetailleerde beschrijving van het systeem voor risicobeheer overeenkomstig artikel 9 van de AI verordening.</li> <li>Een beschrijving van de wijzigingen die tijdens de levensduur worden aangebracht.</li> <li>Een lijst van normen die worden toegepast.</li> <li>Een exemplaar van de EU-conformiteitsverklaring.</li> <li>Een gedetailleerde beschrijving voor evaluatie van prestaties nadat het systeem in handel is gebracht, in overeenstemming met artikel 72 van de AI-verordening.</li> </ol> <p>De documentatie kan opgevraagd worden door een bevoegde autoriteit met een met redenen omkleed verzoek, zoals toegelicht in artikel 21 van de AI-verordening.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 11 Verordening Artifici\u00eble Intelligentie</li> <li>Bijlage IV Verordening Artifici\u00eble Intelligentie</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/#risico","title":"Risico","text":"<p>Het ontbreken van de benodigde informatie over de algoritmische toepassing of AI-systeem kan ertoe leiden dat de technische functionering onduidelijk is. Dat kan tot problemen leiden bij de verantwoording, controle, beheer en conformiteit met regelgeving.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/#voorbeeld","title":"Voorbeeld","text":"<ul> <li>Gemeente Amsterdam - Onderzoekswaardigheid Algoritme \u2018Slimme check\u2019. (Een tool die de medewerkers helpt om te bepalen of een aanvraag levensonderhoud onderzoekswaardig is, niet meer in gebruik!): Technische documentatie.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/","title":"Hoog-risico-AI-systemen loggen automatisch bepaalde gegevens.","text":"<p>aia-07OntwikkelenMonitoring en beheerOntwikkelaarProjectleiderTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/#vereiste","title":"Vereiste","text":"<p>Hoog-risico-AI-systemen loggen automatisch bepaalde gegevens.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/#toelichting","title":"Toelichting","text":"<p>AI-systemen met een hoog risico zijn ontworpen met functionaliteiten die gebeurtenissen gedurende hun levenscyclus automatisch registreren. Dit wordt vaak aangeduid als \"logs\".</p> <p>Deze logs bieden een traceerbaarheidsmechanisme waarmee gebruiksverantwoordelijken en autoriteiten incidenten en fouten kunnen analyseren, naleving kunnen controleren en mogelijke risico's kunnen identificeren en aanpakken.</p> <p>Het doel van deze registratie is om de transparantie en verantwoordingsplicht van AI-systemen te vergroten, waardoor het beheer van risico's en incidenten verbetert. Voor AI-systemen met een hoog-risico voorziet de loggingcapaciteit ten minste in: </p> <ol> <li>de registratie van de duur van elk gebruik van het systeem; </li> <li>de referentiedatabank aan de hand waarvan de inputdata zijn gecontroleerd door het systeem; </li> <li>de inputdata ten aanzien waarvan de zoekopdracht een match heeft opgeleverd; </li> <li>de identificatie van natuurlijke personen die betrokken zijn bij de verificatie van de resultaten. Specifiek voor gebruiksverantwoordelijken</li> </ol> <p>Voor AI-systemen die door bestuursorganen worden gebruikt of AI-systmen die persoonsgegevens verwerken leveren de BIO en AVG vergelijkbare verplichingen op die ook van toepassing zijn op AI-systemen die niet gezien worden als een AI-systeem met hoog risico. Daarbij komen nog verplichtingen om de logs doorlopend of periodiek te monitoren op incidenten.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 12 Verordening Artifici\u00eble Intelligentie</li> <li>Artikel 26(6) Verordening Artifici\u00eble Intelligentie, zie ook deze vereiste over logging door gebruiksverantwoordelijke.</li> <li>Hoofdstuk 12.4 Baseline Informatiebeveiliging Overheid </li> <li>Artikel 5 en 32 Algemene Verordening Gegevensbescherming</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenhoog risico AI-systeemAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/#risico","title":"Risico","text":"<p>Ontbreken van automatische logregistratie kan leiden tot een gebrek aan transparantie en traceerbaarheid van het AI-systeem, wat het vermogen om verantwoordelijkheid te nemen en eventuele problemen aan te pakken belemmert.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/","title":"Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen.","text":"<p>aia-08OntwerpOntwikkelenMonitoring en beheerProjectleiderOntwikkelaarBeleid en adviesTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/#vereiste","title":"Vereiste","text":"<p>Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/#toelichting","title":"Toelichting","text":"<p>AI-systemen met een hoog risico worden ontworpen en ontwikkeld met een hoge mate van transparantie, zodat gebruikers de output van het systeem kunnen begrijpen en correct kunnen gebruiken. </p> <p>Dit zorgt ervoor dat de aanbieders en gebruikers kunnen voldoen aan de verplichtingen zoals uiteengezet in de relevante regelgeving, waardoor de betrouwbaarheid en verantwoordelijkheid van het gebruik van deze systemen worden verzekerd. </p> <p>In artikel 13 lid 3 is een overzicht gegeven van de informatie die gebruikersinstructies tenminste moeten bevatten. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/#bronnen","title":"Bronnen","text":"<p>Artikel 13(1) Verordening Artifici\u00eble Intelligentie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/#risico","title":"Risico","text":"<p>Onvoldoende transparantie kan leiden tot een gebrek aan begrip over hoe het AI-systeem functioneert, wat de effectiviteit van de inzet ervan kan belemmeren en de naleving van wettelijke verplichtingen in gevaar kan brengen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/","title":"Hoog-risico-AI-systemen staan onder menselijk toezicht.","text":"<p>aia-09OntwerpOntwikkelenMonitoring en beheerProjectleiderMenselijke controle</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/#vereiste","title":"Vereiste","text":"<p>Hoog-risico-AI-systemen staan onder menselijk toezicht. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/#toelichting","title":"Toelichting","text":"<p>AI-systemen met een hoog risico worden zodanig ontworpen en ontwikkeld, met inbegrip van passende mens-machine-interface-hulpmiddelen, dat hierop tijdens de periode dat zij worden gebruikt, op doeltreffende wijze toezicht kan worden uitgeoefend door natuurlijke personen.</p> <p>Het menselijk toezicht is gericht op het voorkomen of beperken van de risico\u2019s voor de gezondheid, veiligheid of grondrechten die zich kunnen voordoen wanneer een AI-systeem met een hoog risico wordt gebruikt in overeenstemming met het beoogde doel ervan of in een situatie van redelijkerwijs te voorzien misbruik, met name wanneer dergelijke risico\u2019s blijven bestaan ondanks de toepassing van andere eisen van deze afdeling.</p> <p>De te treffen toezichtmaatregelen staan in verhouding met de risico's, de mate van autonomie en de gebruikscontext van het AI-systeem met een hoog risico. Hierbij kan het gaan om:</p> <ol> <li>door de aanbieder bepaalde maatregelen die waar technisch haalbaar in het AI-systeem met een hoog risico worden ingebouwd voordat dit systeem in de handel wordt gebracht of in gebruik wordt gesteld;</li> <li>door de aanbieder bepaalde maatregelen voordat het AI-systeem met een hoog risico in de handel wordt gebracht of in gebruik wordt gesteld en die passend zijn om door de gebruiksverantwoordelijke te worden uitgevoerd.</li> </ol> <p>De natuurlijke personen die verantwoordelijk zijn voor het menselijk toezicht, moeten in staat worden gesteld om waar passend en in verhouding tot de omstandigheden het volgende te kunnen doen:</p> <ol> <li>Goed kunnen begrijpen van de relevante capaciteiten en beperkingen van het AI-systeem met een hoog risico. Met het oog op het opsporen en aanpakken van onregelmatigheden, storingen en onverwachte prestaties moet de werking van het AI-systeem goed kunnen worden begrepen;</li> <li>Bewust blijven van de mogelijke neiging om automatisch of te veel te vertrouwen op de output van een AI-systeem met hoog risico (automation bias). Dit geldt in het bijzonder voor het gebruik van een hoog risico AI-systeem dat wordt gebruikt om informatie of aanbevelingen te versterkken voor beslisisngen die door natuurlijke personen moeten worden genomen;</li> <li>De output juist kunnen interpreteren, bijvoorbeeld met behulp van de juiste hulpmiddelen en methoden voor interpretatie;</li> <li>In alle specifieke situaties kunnen besluiten om het hoog risico AI-systeem niet te gebruiken of de output op een andere wijze te negeren, door een andere beslissing te vervangen of terug te draaien;</li> <li>ingrijpen in de werking van het hoog risico AI-systeem of het systeem onderbreken door middel van een stopknop of een vergelijkbare procedure waarmee het systeem op een veilige wijze kan worden stopgezet.</li> </ol> <p>In het geval van een hoog risico systeem als bedoeld in bijlage III, punt 1, a  (systemen voor biometrische identificatie op afstand) geldt het vereiste dat twee natuurlijke personen met de nodige bekwaamheid, opleiding en bevoegdheid apart de indentificatie van het systeem verifici\u00ebren en bevestigen, tenzij het wordt gebruikt voor rechtshandhaving, migratie, grenstoezicht of asiel, in gevallen waarin het Unierecht of het nationale recht de toepassing van dit vereiste onevenredig acht.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/#bronnen","title":"Bronnen","text":"<p>Artikel 14 verordening Artifici\u00eble Intelligentie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/#risico","title":"Risico","text":"<p>Ontbreken van betekenisvol menselijk toezicht kan leiden tot gebrek aan controle en begrip over het functioneren van het AI-systeem, wat kan resulteren in ongewenste of onvoorspelbare uitkomsten.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/","title":"Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig.","text":"<p>aia-10OntwerpOntwikkelenMonitoring en beheerProjectleiderBeleid en adviesOntwikkelaarTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/#vereiste","title":"Vereiste","text":"<p>Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/#toelichting","title":"Toelichting","text":"<p>AI-systemen met een hoog risico worden zorgvuldig ontworpen en ontwikkeld om een hoog niveau van nauwkeurigheid, robuustheid en cyberbeveiliging te bieden.</p> <p>Dit garandeert consistente prestaties gedurende hun levensduur en minimaliseert risico's met betrekking tot deze aspecten, waardoor de betrouwbaarheid en veiligheid van het systeem worden gewaarborgd.</p> <p>Technische robuustheid is een essenti\u00eble eis voor AI-systemen met een hoog risico. Deze systemen moeten bestand zijn tegen schadelijk of anderszins ongewenst gedrag dat kan voortvloeien uit de beperkingen binnen de systemen of de omgeving waarin de systemen opereren (bijvoorbeeld fouten, onregelmatigheden, onverwachte situaties).</p> <p>Er moeten technische en organisatorische maatregelen worden getroffen om de robuustheid van AI-systemen met een hoog risico te waarborgen. Een technische oplossing kan bijvoorbeeld bestaan uit mechanismen die het systeem in staat stellen zijn werking veilig te onderbreken (storingsbeveiligingsplannen) wanneer zich bepaalde anomalie\u00ebn voordoen of wanneer de werking buiten bepaalde vooraf bepaalde grenzen plaatsvindt.</p> <p>Cyberbeveiliging is cruciaal om te waarborgen dat AI-systemen bestand zijn tegen pogingen van kwaadwillige derden die gebruikmaken van de kwetsbaarheden van het systeem om het gebruik, het gedrag of de prestaties ervan te wijzigen of de veiligheidskenmerken ervan in gevaar te brengen.</p> <p>Bij cyberaanvallen tegen AI-systemen kunnen AI-specifieke activa worden gebruikt, zoals trainingsdatasets (bv. datavervuiling) of getrainde modellen (bv. vijandige aanvallen of membership inference), of kwetsbaarheden in de digitale activa van het AI-systeem of de onderliggende ICT-infrastructuur worden benut.</p> <p>Om te zorgen voor een niveau van cyberbeveiliging dat aansluit op de risico\u2019s, moeten aanbieders van AI-systemen met een hoog risico passende maatregelen zoals veiligheidscontroles nemen, waarbij ook rekening wordt gehouden met de onderliggende ICT infrastructuur.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/#bronnen","title":"Bronnen","text":"<p>Artikel 15 Verordening Artifici\u00eble Intelligentie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/#risico","title":"Risico","text":"<p>Gebrek aan nauwkeurigheid, robuustheid of cyberbeveiliging kan leiden tot onbetrouwbare prestaties, kwetsbaarheid voor storingen en blootstelling aan beveiligingsrisico's, wat de effectiviteit en veiligheid van het AI-systeem in gevaar kan brengen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/","title":"Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem.","text":"<p>aia-11OrganisatieverantwoordelijkhedenProjectleiderBeleid en adviesGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/#vereiste","title":"Vereiste","text":"<p>Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/#toelichting","title":"Toelichting","text":"<p>Aanbieders van AI-systemen met een hoog risico voorzien in een systeem voor kwaliteitsbeheer dat de naleving van de AI-Verordening waarborgt.</p> <p>Dit systeem omvat gedocumenteerde beleidslijnen, procedures en instructies, en omvat ten minste de aspecten vermeld in artikel 17 AI-verordening. Het behandelt beknopt de volgende aspecten:</p> <ol> <li>een strategie voor de naleving van de regelgeving, inclusief de naleving van de conformiteitsbeoordelingsprocedures en de procedures voor het beheer van de wijzigingen van het AI-systeem met een hoog risico;</li> <li>technieken, procedures en systematische maatregelen die moeten worden toegepast voor het ontwerp, de controle van het ontwerp en de verificatie van het ontwerp van het AI-systeem met een hoog risico;</li> <li>technieken, procedures en systematische maatregelen die moeten worden toegepast voor de ontwikkeling, de kwaliteitscontrole en de kwaliteitsborging van het AI-systeem met een hoog risico;</li> <li>procedures voor het inspecteren, testen en valideren die v\u00f3\u00f3r, tijdens en na de ontwikkeling van het AI-systeem met een hoog risico moeten worden uitgevoerd en de regelmaat waarmee zij moeten worden uitgevoerd;</li> <li>technische specificaties, met inbegrip van normen, die moeten worden toegepast en, wanneer de relevante geharmoniseerde normen niet volledig worden toegepast of geen betrekking hebben op alle relevante eisen van afdeling 2, de middelen die worden gebruikt om ervoor te zorgen dat het AI-systeem met een hoog risico in overeenstemming is met deze eisen;</li> <li>systemen en procedures voor databeheer, met inbegrip van dataverwerving, - verzameling, -analyse, -labeling, -opslag, -zuivering, -aggregatie en -behoud en datamining en eventuele andere operaties met betrekking tot de data die worden uitgevoerd voorafgaand aan en met het oog op het in de handel brengen of in gebruik stellen van AI-systemen met een hoog risico;</li> <li>het systeem voor risicobeheer zoals bedoeld in artikel 9 van de AI-verordening;</li> <li>het opzetten, toepassen en onderhouden van een systeem voor monitoring na het in de handel brengen, overeenkomstig artikel 72 AI-verordening;</li> <li>procedures in verband met het melden van een ernstig incident in overeenstemming met artikel 73 van de AI-verordening;</li> </ol> <p>Overheidsinstanties die AI-systemen met een hoog risico in gebruik stellen voor eigen gebruik, mogen de regels voor het systeem voor kwaliteitsbeheer goedkeuren en uitvoeren als onderdeel van het systeem voor kwaliteitsbeheer dat, naargelang het geval, op nationaal of regionaal niveau is goedgekeurd, rekening houdend met de specifieke kenmerken van de sector en de competenties en organisatie van de overheidsinstantie in kwestie.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 17 Verordening Artifici\u00eble Intelligentie</li> <li>Artikel 16(c) Verordening Artifici\u00eble Intelligentie</li> <li>Overweging 81 Verordening Artifici\u00eble Intelligentie</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/#risico","title":"Risico","text":"<p>Zonder toepassing van een kwaliteitsbeheersysteem kunnen risico's ontstaan voor de veiligheid, betrouwbaarheid en naleving van het AI-systeem en conformiteit met wet- en regelgeving.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/","title":"Documentatie over hoog-risico-AI-systemen wordt 10 jaar bewaard door de aanbieder.","text":"<p>aia-12OntwerpMonitoring en beheerUitfaserenProjectleiderTransparantieTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/#vereiste","title":"Vereiste","text":"<p>De aanbieder houdt gedurende een periode van tien jaar nadat het AI-systeem met een hoog risico in de handel is gebracht of in gebruik is gesteld de volgende elementen ter beschikking van de nationale bevoegde autoriteiten: </p> <ol> <li>de technische documentatie als bedoeld in artikel 11 van de AI-verordening; </li> <li>de documentatie betreffende het in artikel 17 bedoelde systeem voor kwaliteitsbeheer; </li> <li>in voorkomend geval de documentatie betreffende de door aangemelde instanties goedgekeurde wijzigingen; </li> <li>in voorkomend geval de besluiten en andere documenten die door de aangemelde instanties zijn afgegeven; </li> <li>de EU-conformiteitsverklaring als bedoeld in artikel 47. </li> </ol>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/#toelichting","title":"Toelichting","text":"<p>De aanbieder moet gedurende tien jaar na het op de markt brengen of in gebruik nemen van het AI-systeem met een hoog risico de vereiste documentatie beschikbaar houden voor de nationale autoriteiten.</p> <p>Dit houdt in dat technische documentatie, documentatie over het kwaliteitsbeheersysteem, eventuele documentatie over besluiten en goedgekeurde wijzigingen door aangemelde instanties en de EU-conformiteitsverklaring beschikbaar moet zijn.</p> <p>Dit waarborgt dat de autoriteiten toegang hebben tot relevante informatie voor controle en naleving van de voorschriften gedurende deze periode.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 18(1) Verordening Artifici\u00eble Intelligentie</li> <li>Artikel 16(d) Verordening Artifici\u00eble Intelligentie</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/#risico","title":"Risico","text":"<p>Niet voldoen aan de bewaartermijn kan leiden tot juridische consequenties en kan het vermogen van de autoriteiten om toezicht te houden op de naleving van de regelgeving belemmeren.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/","title":"Logs van hoog-risico-AI-systemen worden zes maanden bewaard door de aanbieder.","text":"<p>aia-13OntwerpMonitoring en beheerUitfaserenProjectleiderTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/#vereiste","title":"Vereiste","text":"<p>Logs van hoog-risico-AI-systemen worden zes maanden bewaard door de aanbieder.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/#toelichting","title":"Toelichting","text":"<p>Aanbieders van AI-systemen met een hoog risico moeten de automatisch gegenereerde logs bewaren volgens de voorschriften van artikel 12, lid 1, zolang deze logs onder hun controle vallen.</p> <p>Deze logs moeten ten minste zes maanden worden bewaard, tenzij anders bepaald door Unie- of nationale wetgeving met betrekking tot gegevensbescherming, om te voldoen aan de relevante voorschriften en verantwoordingsplicht.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 19(1) Verordening Artifici\u00eble Intelligentie</li> <li>Artikel 16(e) Verordening Artifici\u00eble Intelligentie</li> <li>Artikel 12(1) Verordening Artifici\u00eble Intelligentie</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/#risico","title":"Risico","text":"<p>Het niet of onvoldoende bewaren van logs kan het vermogen belemmeren om incidenten te analyseren, naleving te controleren en verantwoordelijkheid vast te stellen bij mogelijke problemen met het AI-systeem.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/","title":"Hoog-risico-AI-systemen worden pas geleverd of gebruikt na een conformiteitsbeoordelingsprocedure.","text":"<p>aia-14Verificatie en validatieImplementatieJuristProjectleiderGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/#vereiste","title":"Vereiste","text":"<p>Aanbieders van AI-systemen met een hoog risico zorgen ervoor dat voor het AI-systeem met een hoog risico een conformiteitsbeoordelingsprocedure wordt uitgevoerd voordat dit systeem in de handel wordt gebracht of in gebruik wordt gesteld</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/#toelichting","title":"Toelichting","text":"<p>Conformiteitsbeoordelingen dragen bij aan het kunnen vertrouwen op de kwaliteit van producten en diensten. Aanbieders van AI-systemen met een hoog risico moeten ervoor zorgen dat de conformiteitsbeoordelingsprocedure wordt uitgevoerd v\u00f3\u00f3rdat het systeem op de markt wordt gebracht of in gebruik wordt genomen. Hiervoor moet worden beoordeeld of het ontwikkelde hoog risico AI-systeem voldoet aan de vereisten die gelden voor deze systemen. Denk hierbij aan de vereisten van risicobeheer, technische documentatie, data en datagovernance en transparantie en informatieverstrekking aan gebruiksverantwoordelijken (Afdeling 2, AI-Verordening).  </p> <p>Een conformiteitbeoordeling kan worden uitgevoerd door middel van  - een interne controle (als bedoeld in bijlage VI van de AI-verordening) - of met betrokkenheid van een aangemelde instantie voor de beoordeling van het systeem voor kwaliteitsbeheer en de technische documentatie (als bedoeld in bijlage VII van de AI-verordening). Een conformiteitsbeoordeling door een aangemelde instatie wordt ookwel een conformiteitsbeoordeling door een derden genoemd. </p> <p>Als overheidsorganisaties hoog risico AI-systemen gebruiken van aanbieders of deze zelf ontwikkelen, zullen deze systemen veelal de conformiteitsbeoordeling middels een interne controle moeten doorlopen (bijlage VI). Let op! In het geval dat een hoog risico AI-systeem door een rechtshandhavingsinstantie, immigratie- of asielautoriteit wordt ingezet, dan zal de markttoezichtautoriteit als aangemelde instantie optreden die de conformiteitsbeoordeling zal uitvoeren.  </p> <p>AI-systemen met een hoog risico die al aan een conformiteitsbeoordelingsprocedure zijn onderworpen, ondergaan een nieuwe conformiteitsbeoordelingsprocedure telkens wanneer zij substantieel zijn gewijzigd, ongeacht of het gewijzigde systeem bedoeld is om verder te worden gedistribueerd of door de huidige gebruiksverantwoordelijke gebruikt blijft worden.</p> <p></p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 16(f) Verordening Artifici\u00eble Intelligentie</li> <li>Artikel 43 Verordening Artifici\u00eble Intelligentie</li> <li>Artikel 76 Verordening Artifici\u00eble Intelligentie</li> <li>Bijlage VI Verordening Artifici\u00eble Intelligentie</li> <li>Bijlage VII Verordening Artifici\u00eble Intelligentie</li> <li>Hoe werkt het allemaal in de praktijk voor aanbieders van AI-systemen met een hoog risico</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/#risico","title":"Risico","text":"<p>Niet naleven van deze verplichtingen kan leiden tot juridische en operationele problemen, en kan de veiligheid en betrouwbaarheid van het AI-systeem in gevaar brengen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/","title":"Hoog-risico-AI-systemen zijn voorzien van een EU-conformiteitsverklaring.","text":"<p>aia-15Verificatie en validatieImplementatieJuristProjectleiderGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/#vereiste","title":"Vereiste","text":"<p>Aanbieders van AI-systemen met een hoog risico stellen een EU-conformiteitsverklaring op.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/#toelichting","title":"Toelichting","text":"<p>Een EU-conformiteitsverklaring is een verplicht document dat een fabrikant of gemachtigde vertegenwoordiger moet ondertekenen, waarmee wordt verklaard dat het product aan de EU-eisen voldoet.</p> <p>De aanbieder stelt voor elk AI-systeem met een hoog risico een schriftelijke machineleesbare, fysieke of elektronisch ondertekende EU-conformiteitsverklaring op en houdt deze verklaring tot tien jaar na het in de handel brengen of het in gebruik stellen van het AI-systeem met een hoog risico ter beschikking van de nationale bevoegde autoriteiten.</p> <p>De conformiteitsverklaring bevat de informatie zoals genoemd in bijlage V AI-verordening.</p> <p>Voorbeelden hiervan zijn de naam en type van het AI-systeem, naam en adres van de aanbieder, dat de EU-conformiteitsverklaring wordt versterkt onder verantwoordelijkheid van de aanbieder en de vermelding van eventuele toegepaste relevante geharmoniseerde normen of van andere gemeenschappelijke specificaties waarop de conformiteitsverklaring betrekking heeft.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 16(g) Verordening Artifici\u00eble Intelligentie</li> <li>Artikel 47(1) Verordening Artifici\u00eble Intelligentie</li> <li>Bijlage V Verordening Artifici\u00eble Intelligentie</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/#risico","title":"Risico","text":"<p>Niet naleven van deze verplichtingen kan leiden tot juridische en operationele problemen, en kan de veiligheid en betrouwbaarheid van het AI-systeem in gevaar brengen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/","title":"Hoog-risico-AI-systemen zijn voorzien van een CE-markering.","text":"<p>aia-16ImplementatieProjectleiderTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/#vereiste","title":"Vereiste","text":"<p>Hoog-risico-AI-systemen zijn voorzien van een CE-markering.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/#toelichting","title":"Toelichting","text":"<p>Aanbieders van AI-systemen met een hoog risico moeten een CE-markering toevoegen aan het AI-systeem met een hoog risico of, wanneer dit niet mogelijk is, op de verpakking of in de bij het product gevoegde documentatie, om aan te geven dat aan de AI-verordening is voldaan.</p> <p>Op AI-systemen met een hoog risico die in een product zijn ge\u00efntegreerd moet een fysieke CE-markering worden aangebracht, die kan worden aangevuld met een digitale CE-markering.</p> <p>Voor AI-systemen met een hoog risico die alleen digitaal worden verstrekt, moet een digitale CE-markering worden gebruikt. </p> <p>De lidstaten mogen het in de handel brengen en het in gebruik stellen van AI-systemen met een hoog risico die aan de in de AI-verordening vastgelegde eisen voldoen en waarop de CE-markering is aangebracht, niet op ongerechtvaardigde wijze belemmeren.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 16(h) Verordening Artifici\u00eble Intelligentie</li> <li>Artikel 48 Verordening Artifici\u00eble Intelligentie</li> <li>Overweging 129 Verordening Artifici\u00eble Intelligentie</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/#risico","title":"Risico","text":"<p>Niet naleven van deze verplichtingen kan leiden tot juridische en operationele problemen, en kan de veiligheid en betrouwbaarheid van het AI-systeem in gevaar brengen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/","title":"Hoog-risico-AI-systemen zijn geregistreerd in de EU-databank.","text":"<p>aia-17ImplementatieProjectleiderTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/#vereiste","title":"Vereiste","text":"<p>Hoog-risico-AI-systemen zijn geregistreerd in de EU-databank.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/#toelichting","title":"Toelichting","text":"<p>Aanbieders van AI-systemen met een hoog risico registeren het systeem in de EU-databank voorafgaand aan ingebruikname van het AI-systeem. </p> <p>V\u00f3\u00f3r de distributie of inbedrijfstelling van een AI-systeem met een hoog risico van bijlage III, met uitzondering van specifieke gevallen zoals beschreven in punt 2 van bijlage III, is het vereist dat de aanbieder of gemachtigde zichzelf en het systeem registreert in de EU-databank zoals genoemd in art. 71 AI-verordening. Ook substanti\u00eble wijzigingen van AI-systemen met een hoog risico moeten in de EU-databank worden geregistreerd. </p> <p>Als een AI-systeem met een hoog risico wordt gebruikt zoals omschreven in bijlage III, moeten gebruiksverantwoordelijken die overheidsinstanties, -agentschappen of -organen zijn, zich bij een dergelijke databank registreren en het systeem selecteren dat zij voornemens zijn te gebruiken. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 16(i) Verordening Artifici\u00eble Intelligentie</li> <li>Artikel 49(1) Verordening Artifici\u00eble Intelligentie</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/#risico","title":"Risico","text":"<p>Niet naleven van deze verplichtingen kan leiden tot juridische en operationele problemen, en kan de veiligheid en betrouwbaarheid van het AI-systeem in gevaar brengen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/","title":"Als een hoog-risico-AI-systeem niet voldoet aan de AI-verordening, grijpt de aanbieder in.","text":"<p>aia-18OrganisatieverantwoordelijkhedenMonitoring en beheerProjectleiderMenselijke controleTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/#vereiste","title":"Vereiste","text":"<p>Aanbieders van AI-systemen met een hoog risico die van mening zijn of redenen hebben om aan te nemen dat een door hen in de handel gebracht of in gebruik gesteld AI systeem met een hoog risico niet in overeenstemming is met de AI-verordening, nemen onmiddellijk de nodige corrigerende maatregelen om dat systeem naargelang het geval in overeenstemming te brengen, uit de handel te nemen, te deactiveren of terug te roepen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/#toelichting","title":"Toelichting","text":"<p>Aanbieders van AI-systemen met een hoog risico die constateren dat hun systeem niet aan de verordening voldoet, moeten onmiddellijk corrigerende acties ondernemen, zoals het terugroepen of uit de handel nemen van het systeem.</p> <p>Ze moeten ook alle relevante partijen, zoals distributeurs, gebruiksverantwoordelijken en importeurs, op de hoogte stellen van deze maatregelen.</p> <p>Over AI-modellen voor algemene doeleinden met een systeemrisico wordt relevante informatie over ernstige incidenten en mogelijke corrigerende maatregelen bijgehouden, gedocumenteerd en onverwijld gerapporteerd aan het AI-bureau en, in voorkomende gevallen, aan de nationale bevoegde autoriteiten. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 20 Verordening Artifici\u00eble Intelligentie</li> <li>Artikel 16(j) Verordening Artifici\u00eble Intelligentie</li> <li>Artikel 55 Verordening Artifici\u00eble Intelligentie</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/#risico","title":"Risico","text":"<p>Niet reageren op non-conformiteit kan leiden tot risico's voor gebruikers en derden. Het kan leiden tot juridische procedures en reputatieschade voor organisaties.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/","title":"Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen.","text":"<p>aia-19OntwerpProjectleiderOntwikkelaarMenselijke controleTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/#vereiste","title":"Vereiste","text":"<p>Aanbieders van AI-systemen met een hoog risico zorgen ervoor dat het AI-systeem met een hoog risico voldoet aan de toegankelijkheidseisen overeenkomstig de Richtlijnen (EU) 2016/2102 en (EU) 2019/882.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/#toelichting","title":"Toelichting","text":"<p>Gezien het toenemende belang en gebruik van AI-systemen moet de toepassing van universele ontwerpbeginselen op alle nieuwe technologie\u00ebn en diensten zorgen voor volledige en gelijke toegang voor iedereen die mogelijk gevolgen ondervindt van of gebruikmaakt van AI-technologie\u00ebn, met inbegrip van personen met een handicap, op een manier waarbij ten volle rekening wordt gehouden met hun inherente waardigheid en diversiteit. </p> <p>Aanbieders van AI-systemen met een hoog risico moeten daarom ervoor zorgen dat hun systeem toegankelijk is volgens de EU-richtlijnen 2016/2102 en 2019/882 en deze eisen onderdeel maken van het ontwerp. De nodige maatregelen moeten daarom zo goed mogelijk in het ontwerp van AI-systemen met een hoog risico worden ge\u00efntegreerd.</p> <p>In het kader van Richtlijn 2016/2102 moet onder toegankelijkheid worden verstaan het geheel van principes en technieken die in acht moeten worden genomen bij het ontwerpen, bouwen, beheren en bijwerken van websites en mobiele applicaties om hen voor gebruikers toegankelijker te maken, met name voor personen met een beperking.</p> <p>Bijlage 1 bevat de toegankelijkheidsvoorschriften voor producten en diensten die moeten worden toegepast op hoog-risico-AI-systemen.</p> <p>Richtlijn 2019/882 strekt ertoe een bijdrage te leveren tot het goed functioneren van de interne markt middels onderlinge aanpassing van de wettelijke en bestuursrechtelijke bepalingen van de lidstaten inzake de toegankelijkheidsvoorschriften voor bepaalde producten en diensten, in het bijzonder door het wegwerken en voorkomen van belemmeringen voor het vrije verkeer van onder deze richtlijn vallende producten en diensten ten gevolge van uiteenlopende toegankelijkheidsvoorschriften in de lidstaten.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 16(l) Verordening Artifici\u00eble Intelligentie</li> <li>EU-richtlijn 2016/2102</li> <li>EU-richtlijn 2019/882</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/#risico","title":"Risico","text":"<p>Niet naleven van deze verplichtingen kan leiden tot juridische en operationele problemen, en kan de veiligheid en betrouwbaarheid van het AI-systeem in gevaar brengen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/","title":"Hoog-risico-AI-systemen worden gebruikt volgens de gebruiksaanwijzing.","text":"<p>aia-20ImplementatieProjectleiderOntwikkelaarGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/#vereiste","title":"Vereiste","text":"<p>Gebruiksverantwoordelijken van AI-systemen met een hoog risico nemen passende technische en organisatorische maatregelen om te waarborgen dat zij dergelijke systemen gebruiken in overeenstemming met de gebruiksaanwijzingen die bij de systemen zijn gevoegd, in overeenstemming met de leden 3 en 6 van artikel 26 van de AI-verordening.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/#toelichting","title":"Toelichting","text":"<p>AI-systemen met een hoog risico moeten vergezeld gaan van relevante documentatie in de vorm van gebruiksaanwijzingen.</p> <p>Gebruiksverantwoordelijken van AI-systemen met een hoog risico moeten geschikte maatregelen nemen om ervoor te zorgen dat zij deze systemen gebruiken volgens de bijgevoegde instructies.</p> <p>De gebruiksverantwoordelijke zorgt ervoor dat de inputdata relevant en voldoende representatief zijn voor het beoogde doel van het AI-systeem met een hoog risico, voor zover hij daar controle over heeft.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/#bronnen","title":"Bronnen","text":"<p>Artikel 26(1) Verordening Artifici\u00eble Intelligentie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenGebruiksverantwoordelijke</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/#risico","title":"Risico","text":"<p>Het niet naleven van deze maatregelen kan leiden tot onjuist gebruik van de AI-systemen, wat de effectiviteit en veiligheid ervan kan verminderen, en kan resulteren in risico's voor gebruikers en derden.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/","title":"Menselijk toezicht van hoog-risico-AI-systemen wordt uitgevoerd door mensen met voldoende kennis en mogelijkheden.","text":"<p>aia-21OrganisatieverantwoordelijkhedenProjectleiderGovernanceMenselijke controle</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/#vereiste","title":"Vereiste","text":"<p>Gebruiksverantwoordelijken dragen het menselijk toezicht over een hoog risico AI-systeem op aan natuurlijke personen die over de nodige bekwaamheid, opleiding en autoriteit beschikken en de nodige ondersteuning krijgen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/#toelichting","title":"Toelichting","text":"<p>Het is van belang dat natuurlijke personen die het menselijk toezicht moeten uitvoeren over het AI-systeem met een hoog risico, daarvoor over de nodige bekwaamheid, opleiding en autoriteit beschikt. Daarbij kan het van belang zijn dat deze natuurlijke personen ondersteuning krijgen bij het uitvoeren van deze taak.</p> <p>De gebruiksaanwijzing bij een hoog risico AI-systeem hoort informatie te bevatten over kenmerken, mogelijkheden en beperkingen van de prestaties van het AI-systeem bevatten. Deze informatie is relevant om te bepalen welke taken onder het bereik van menselijk toezicht kunnen worden gebracht. </p> <p>Deze informatie bestaat onder andere uit een beschrijving: - welke handelingen van de gebruiksverantwoordelijke van invloed kunnen zijn op het gedrag en de prestaties van het systeem, - op grond waarvan het AI-systeem risico\u2019s kan veroorzaken voor de gezondheid - veiligheid en grondrechten - over de wijzigingen die vooraf zijn bepaald en beoordeeld met het oog op conformiteit door de aanbieder - en over de relevante maatregelen voor menselijk toezicht, waaronder de maatregelen om de interpretatie van de output van het AI-systeem door de gebruiksverantwoordelijken te vergemakkelijken.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 26(2) Verordening Artifici\u00eble Intelligentie</li> <li>Artikel 27(1 sub e) Verordening Artifici\u00eble Intelligentie</li> <li>Bijlage IV (2 sub e en 3) Verordening Artifici\u00eble Intelligentie</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenGebruiksverantwoordelijke</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/#risico","title":"Risico","text":"<p>Als de natuurlijke toezichthouder geen effectief toezicht kan houden op het hoog risico AI-systeem, kunnen ongewenste, negatieve effecten onstaan voor betrokkenen en de organisatie.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/","title":"De werking van hoog-risico-AI-systemen wordt gemonitord.","text":"<p>aia-22Monitoring en beheerProjectleiderMenselijke controle</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/#vereiste","title":"Vereiste","text":"<p>De werking van hoog-risico-AI-systemen wordt gemonitord.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/#toelichting","title":"Toelichting","text":"<p>Gebruiksverantwoordelijken monitoren de werking van het AI-systeem met een hoog risico op basis van de gebruiksaanwijzingen en stellen in voorkomend geval de aanbieders in kennis overeenkomstig artikel 72 AI Verordening.</p> <p>Dit is van belang om passende maatregelen te kunnen treffen als het systeem onbedoeld anders gaat functioneren.</p> <p>Als gebruiksverantwoordelijken redenen hebben om aan te nemen dat het gebruik overeenkomstig de gebruiksaanwijzingen ertoe kan leiden dat dat AI-systeem een risico vormt in de zin van artikel 79, lid 1, stellen zij de aanbieder of distributeur en de betreffende markttoezichtautoriteit hiervan zonder onnodige vertraging in kennis en onderbreken zij het gebruik van dat systeem. </p> <p>Wanneer gebruiksverantwoordelijke een ernstig incident vaststellen, stellen zij ook onmiddellijk eerst de aanbieder hiervan in kennis, en vervolgens de importeur of distributeur en de betreffende markttoezichtautoriteiten van dat incident.</p> <p>Als de gebruiksverantwoordelijke de aanbieder niet kan bereiken, is artikel 73 mutatis mutandis van toepassing. Deze verplichting geldt niet voor gevoelige operationele gegevens van gebruiksverantwoordelijke van AI-systemen die de hoedanigheid van rechtshandhavingsinstanties hebben.</p> <p>Voor gebruiksverantwoordelijke die in de hoedanigheid van financi\u00eble instellingen onderworpen zijn aan eisen met betrekking tot hun interne governance, regelingen of processen uit hoofde van het Unierecht inzake financi\u00eble diensten, wordt de monitoringsverplichting overeenkomstig de eerste alinea geacht te zijn vervuld door te voldoen aan de regels inzake interne governance, regelingen of processen en -mechanismen uit hoofde van het desbetreffende recht inzake financi\u00eble diensten.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/#bronnen","title":"Bronnen","text":"<p>Artikel 26(5) Verordening Artifici\u00eble Intelligentie.</p> <p>Artikel 72 Verordening Artifici\u00eble Intelligentie.</p> <p>Artikel 73 Verordening Artifici\u00eble Intelligentie.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenGebruiksverantwoordelijke</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/#risico","title":"Risico","text":"<p>Zonder monitoring door gebruiksverantwoordelijken en (waar nodig) het informeren van aanbieder, distributeur of markttoezichtautoriteit, kan de foutieve werking van een hoog risico AI-systeem niet worden gesignaleerd en hersteld.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/","title":"Logs voor hoog-risico-AI-systemen worden bewaard door de gebruiksverantwoordelijke.","text":"<p>aia-23OntwikkelenMonitoring en beheerProjectleiderTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/#vereiste","title":"Vereiste","text":"<p>Logs voor hoog-risico-AI-systemen worden bewaard door de gebruiksverantwoordelijke.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/#toelichting","title":"Toelichting","text":"<p>Gebruiksverantwoordelijken van AI-systemen met een hoog risico bewaren de logs die automatisch worden gegenereerd door dat AI-systeem met een hoog risico voor zover dergelijke logs onder hun controle vallen gedurende een periode die passend is voor het beoogde doel van het AI-systeem met een hoog risico, of ten minste zes maanden, tenzij anders is bepaald in het toepasselijke Unie- of nationaal recht, meer in het bijzonder het Unierecht over de bescherming van persoonsgegevens</p> <p>Anders dan in artikel 16(e) AI-verordening, waar een vergelijkbare vereiste geldt voor aanbieders, gaat het hier om een vereiste specifiek voor de gebruiksverantwoordelijken.</p> <p>Het is van belang dat de gebruiksverantwoordelijken een zelfstandige beoordeling maakt wat moet worden gelogd en voor welke periode gezien de doelstelling van de inzet van het AI-systeem.</p> <p>Daarbij is het van belang om te beoordelen in hoeverre een gebruiksverantwoordelijke hier 'controle' over heeft.</p> <p>De gebruiksverantwoordelijke zal, al dan niet samen met de aanbieder, (technische) maatregelen moeten treffen om dit te realiseren.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/#bronnen","title":"Bronnen","text":"<p>Artikel 26(6) Verordening Artifici\u00eble Intelligentie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenGebruiksverantwoordelijke</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/#risico","title":"Risico","text":"<p>Het niet of onvoldoende bewaren van logs kan het vermogen belemmeren om incidenten te analyseren, naleving te controleren en verantwoordelijkheid vast te stellen bij mogelijke problemen met het AI-systeem.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-24-informeren-werknemers/","title":"Werknemers weten dat hun organisatie een hoog-risico AI-systeem gebruikt.","text":"<p>aia-24ImplementatieProjectleiderTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-24-informeren-werknemers/#vereiste","title":"Vereiste","text":"<p>Werknemers weten dat hun organisatie een hoog-risico AI-systeem gebruikt.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-24-informeren-werknemers/#toelichting","title":"Toelichting","text":"<p>Voordat een AI-systeem met een hoog risico op de werkplek in gebruik wordt gesteld of wordt gebruikt, delen gebruiksverantwoordelijken die werkgever zijn werknemersvertegenwoordigers en de betrokken werknemers mee dat zij zullen worden onderworpen aan het gebruik van het AI-systeem met een hoog risico.</p> <p>Deze informatie wordt, indien van toepassing, verstrekt in overeenstemming met de in het Unie- en nationaal recht vastgelegde regels en procedures en de praktijk inzake informatie van werknemers en hun vertegenwoordigers.</p> <p>Dit vereiste benadrukt het belang van het informeren van werknemersvertegenwoordigers en betrokken werknemers over de inzet van een hoog risico AI-systeem op de werkplaats.</p> <p>De gebruiksverantwoordelijke als werknemer dient hier zorg voor te dragen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-24-informeren-werknemers/#bronnen","title":"Bronnen","text":"<p>Artikel 26(7) Verordening Artifici\u00eble Intelligentie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-24-informeren-werknemers/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenGebruiksverantwoordelijke</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-24-informeren-werknemers/#risico","title":"Risico","text":"<p>Als werknemersvertegenwoordigers en werknemers niet worden ge\u00efnformeerd over de inzet van een hoog risico AI-systeem, kunnen zij zich niet weren tegen mogelijk ongewenste en negatieve effecten van de inzet van het hoog risico AI-systeem.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/","title":"Gebruiksverantwoordelijken controleren de registratie van het hoog-risico AI-systeem in de EU-databank.","text":"<p>aia-25OrganisatieverantwoordelijkhedenImplementatieMonitoring en beheerProjectleiderTransparantieGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/#vereiste","title":"Vereiste","text":"<p>Gebruiksverantwoordelijken controleren de registratie van het hoog-risico AI-systeem in de EU-databank.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/#toelichting","title":"Toelichting","text":"<p>Het is van belang dat gebruiksverantwoordelijken nagaan of het betreffende hoog risico AI-systeem door aanbieder is geregistreerd in de EU-databank (zoals omschreven in artikel 71 AI-verordening).</p> <p>Voordat het betreffende AI-systeem (bijlage III vermeld AI-systeem met een hoog risico) in gebruik te stellen of te gebruiken (met uitzondering van de in punt 2 van bijlage III vermelde AI-systemen met een hoog risico) registreren gebruiksverantwoordelijken die overheidsinstanties, instellingen, organen of instanties van de Unie, of personen die namens hen optreden, zichzelf en selecteren zij het systeem en registreren zij het gebruik ervan in de in artikel 71 bedoelde EU-databank.</p> <p>Heeft de aanbieder het betreffende hoog risico AI-systeem niet geregistreerd in de EU-Databank, dan mag het hoog risico AI-systeem niet worden gebruikt. De aanbieder of distributeur wordt door de gebruiksverantwoordelijke ge\u00efnformeerd dat het systeem niet is geregistreerd in de EU-databank.</p> <p>AI-systemen met een hoog risico als bedoeld in punt 2 van bijlage III (kritieke infrastructuur) worden op nationaal niveau geregistreerd.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 26(8) Verordening Artifici\u00eble Intelligentie</li> <li>Artikel 49 (3) Verordening Artifici\u00eble Intelligentie</li> <li>Artikel 71 Verordening Artifici\u00eble Intelligentie</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenGebruiksverantwoordelijke</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/#risico","title":"Risico","text":"<p>Zonder registratie van het hoog risico AI-systeem en het registreren welke organisaties of personen hier gebruik van maken, is het negatieve negatieve van het mogelijk onjuist of ongewenst functioneren van het AI-systeem niet te overzien en onduidelijk welke betrokken dit raakt.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/","title":"Mensen over wie besluiten worden genomen door een hoog-risico-AI-systemen, krijgen op verzoek informatie over deze besluiten","text":"<p>aia-26OrganisatieverantwoordelijkhedenOntwerpMonitoring en beheerProjectleiderGovernanceFundamentele rechtenTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/#vereiste","title":"Vereiste","text":"<p>Mensen over wie besluiten worden genomen door een hoog-risico-AI-systemen, krijgen op verzoek informatie over deze besluiten.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/#toelichting","title":"Toelichting","text":"<p>Elke getroffen persoon op wie een besluit van toepassing is dat door de gebruiksverantwoordelijke wordt genomen op basis van de output van een in bijlage III vermeld AI-systeem met een hoog risico, met uitzondering van systemen die in punt 2 van die bijlage zijn vermeld, en dat rechtsgevolgen heeft voor die persoon, of op deze op vergelijkbare wijze aanzienlijke invloed heeft die hij of zij als nadelige gevolgen voor zijn of haar gezondheid, veiligheid of grondrechten beschouwt, heeft het recht om van de gebruiksverantwoordelijke duidelijke, inhoudelijke toelichting te verkrijgen bij de rol van het AI-systeem in de besluitvormingsprocedure en de voornaamste elementen van het genomen besluit.</p> <p>Die uitleg moet duidelijk en zinvol zijn en moet de grondslag zijn waarop de getroffen personen zich kunnen baseren om hun rechten uit te oefenen.</p> <p>Het recht om uitleg te krijgen mag niet van toepassing zijn op het gebruik van AI-systemen waarvoor uitzonderingen of beperkingen voortvloeien uit het Unierecht of het nationale recht en moet alleen van toepassing zijn voor zover het Unierecht niet reeds in dit recht voorziet.</p> <p>Dit vereiste geldt bijvoorbeeld niet als het gaat om AI-systemen die bedoeld zijn om te worden gebruikt als veiligheidscomponent bij het beheer of de exploitatie van kritieke digitale infrastructuur, wegverkeer of bij de levering van water, gas, verwerking en electriciteit (punt 2 bij Bijlage III van AI-verordening).</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 86(1) Verordening Artifici\u00eble Intelligentie</li> <li>Artikel 26(11) Verordening Artifici\u00eble Intelligentie</li> <li>Bijlage III Verordening Artifici\u00eble Intelligentie</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenGebruiksverantwoordelijke</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/#risico","title":"Risico","text":"<p>Als gebruiksverantwoordelijke geen duidelijke, inhoudelijke toelichting geeft over de rol van het AI-systeem in de besluitvormingsprocedure en de voornaamste elementen bij het genomen besluit, is het voor getroffen personen niet mogelijk zich te verdedigen tegen de rechtsgevolgen die hieruit voortkomen of de nadelige gevolgen voor gezondheid, veiligheid of diens grondrechten.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/","title":"Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten","text":"<p>aia-27OntwerpVerificatie en validatieProjectleiderBeleid en adviesFundamentele rechten</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/#vereiste","title":"Vereiste","text":"<p>Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/#toelichting","title":"Toelichting","text":"<p>Voordat een AI-systeem met een hoog risico als bedoeld in artikel 6, lid 2 AI-verordening, in gebruik wordt genomen, met uitzondering van AI-systemen met een hoog risico die bedoeld zijn om te worden gebruikt op het in punt 2 van bijlage III vermelde gebied, voeren operatoren die publiekrechtelijke instellingen zijn of particuliere entiteiten zijn die openbare diensten verlenen, en operatoren van AI-systemen met een hoog risico als bedoeld in bijlage III, punt 5, onder b) en c), een beoordeling uit van de gevolgen voor de grondrechten die het gebruik van een dergelijk systeem kan opleveren.</p> <p>Publieke instellingen of particuliere entiteiten die openbare diensten leveren, en operators van bepaalde AI-systemen, moeten dus een beoordeling uitvoeren van de impact op de grondrechten die het gebruik ervan kan hebben.</p> <p>Deze evaluatie is bedoeld om potenti\u00eble risico's te identificeren die kunnen voortvloeien uit het gebruik van dergelijke systemen en om passende maatregelen te nemen om deze risico's te beheersen.</p> <p>Het doel is om de bescherming van grondrechten te waarborgen bij het gebruik van AI-systemen met een hoog risico, met name in sectoren waar deze systemen cruciale diensten leveren aan het publiek.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 27(1) Verordening Artifici\u00eble Intelligentie</li> <li>Artikel 6.2 Verordening Artifici\u00eble Intelligentie</li> <li>Bijlage III.2 en III.5 Verordening Artifici\u00eble Intelligentie</li> <li>Impact Assessment Mensenrechten en Algoritmes</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenGebruiksverantwoordelijke</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/#risico","title":"Risico","text":"<p>Het niet uitvoeren van deze beoordeling kan leiden tot schendingen van de grondrechten, juridische complicaties en verlies van vertrouwen van het publiek in het gebruik van AI-systemen door overheids- en openbare dienstverlenende entiteiten.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/#hulpmiddelen","title":"Hulpmiddelen","text":"HulpmiddelenImpact Assessment Mensenrechten en Algoritmes"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/","title":"AI-systemen worden zo ontworpen en gebruikt, dat mensen begrijpen wanneer zij met een AI-systeem communiceren en welke content gemaakt is door een AI-systeem.","text":"<p>aia-28OntwikkelenImplementatieProjectleiderOntwikkelaarTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/#vereiste","title":"Vereiste","text":"<p>AI-systemen worden zo ontworpen en gebruikt, dat mensen begrijpen wanneer zij met een AI-systeem communiceren en welke content gemaakt is door een AI-systeem.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/#toelichting","title":"Toelichting","text":"<p>Aanbieders van AI-systemen zorgen dat AI-sytemen zodanig worden ontworpen en ontwikkeld dat de betrokken natuurlijke personen worden ge\u00efnformeerd dat zij interacteren met een AI-systeem. </p> <p>Gebruiksverantwoordelijken moeten betrokkenen informeren over de werking van het systeem en in het geval van een AI-systeem dat content gegenereert duidelijk kenbaar maken dat de content kunstmatig is gegenereerd of gemanipuleerd.</p> <p>Dit geldt voor AI-systemen die:</p> <ul> <li>gebruikt worden voor directe interactie met natuurlijke personen (zoals chatbots). </li> <li>synthetische afbeeldingen, audio, video of tekst genereert en/of manipuleert (bijvoorbeeld deepfake).</li> <li>doen aan emotieherkenning of biometrische categorisatie.</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 50 Verordening Artifici\u00eble Intelligentie</li> <li>Overweging 132 Verordening Artifici\u00eble Intelligentie</li> <li>Overweging 134 Verordening Artifici\u00eble Intelligentie</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenhoog risico AI-systeemgeen hoog risico AI-systeemAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/#risico","title":"Risico","text":"<p>Bepaalde AI-systemen die bedoeld zijn om met natuurlijke personen te interageren of om content te genereren, kunnen specifieke risico\u2019s op imitatie of misleiding met zich meebrengen, ongeacht of zij als systeem met een hoog risico gelden. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/","title":"AI-modellen voor algemene doeleinden zijn voorzien van voldoende technische documentatie en informatie.","text":"<p>aia-29OntwerpOntwikkelenMonitoring en beheerProjectleiderTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/#vereiste","title":"Vereiste","text":"<p>AI-modellen voor algemene doeleinden zijn voorzien van voldoende technische documentatie en informatie.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/#toelichting","title":"Toelichting","text":"<p>Aanbieders van AI-modellen voor algemene doeleinden hebben een bijzondere rol en verantwoordelijkheid.</p> <p>Zij leveren modellen die de basis kunnen vormen voor weer andere systemen en algoritmen, die vaak weer door andere partijen worden aangeboden dan de ontwikkelaar van het algemene systeem. Dit vraagt om een goed inzicht in de modellen en hun capaciteiten, zowel qua integratie van de modellen in producten als qua naleving van verplichtingen.</p> <p>Er zijn daarom evenredige transparantiemaatregelen nodig, zoals het opstellen en bijwerken van documentatie en verstrekken van informatie over het AI-model voor algemeen gebruik door de aanbieders van systemen die de algemene modellen gebruiken in hun product. De minimaal in de documentatie op te nemen elementen moeten worden vastgelegd volgens bijlage XII van de AI-Verordening.</p> <p>De aanbieder van het AI-model voor algemene doeleinden dient technische documentatie op te stellen en bij te werken om deze op verzoek te kunnen overleggen aan het AI-bureau en de nationale bevoegde autoriteiten.</p> <p>Hierbij is het ook van belang dat de aanbieder van AI-modellen voor algemene doelstelling beleid opstellen voor naleving van auteursrechten en naburige rechten (artikel 4, lid 3 Richtlijn (EU) 2019/790).</p> <p>In art. 53 lid 2 wordt een uitzondering gemaakt op deze vereisten.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/#bronnen","title":"Bronnen","text":"<p>Artikel 53 Verordening Artifici\u00eble Intelligentie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-model voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/#risico","title":"Risico","text":"<p>Het niet voldoen aan deze verplichtingen kan leiden tot juridische en ethische complicaties, inclusief schendingen van auteursrechten en gebrek aan transparantie in het gebruik van AI-modellen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/","title":"Aanbieders van AI-modellen voor algemene doeleinden met een systeemrisico treffen extra maatregelen.","text":"<p>aia-30OntwerpVerificatie en validatieMonitoring en beheerProjectleiderOntwikkelaarTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/#vereiste","title":"Vereiste","text":"<p>Aanbieders van AI-modellen voor algemene doeleinden met een systeemrisico treffen extra maatregelen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/#toelichting","title":"Toelichting","text":"<p>De aanbieders van AI-modellen voor algemene doeleinden die systeemrisico\u2019s inhouden, moeten, naast de verplichtingen voor aanbieders van AI-modellen voor algemene doeleinden, onderworpen worden aan verplichtingen die gericht zijn op het identificeren en beperken van die systeemrisico\u2019s en op waarborging van een passend niveau van cyberbeveiliging, ongeacht of het model een op zichzelf staand model is of ingebed in een AI-systeem of in een product.</p> <p>Aanbieders van AI-modellen voor algemene doeleinden met een potentieel systeemrisico moeten modelevaluaties uitvoeren. Dit omvat het testen en documenteren van het model volgens de stand van de techniek, met specifieke aandacht voor het identificeren en beperken van kwetsbaarheden. Deze maatregelen zijn bedoeld om systematische risico's te adresseren en te verminderen. Deze vereiste is een aanvulling op de genoemde verplichtingen in artikel 53 van de AI-verordening.</p> <p>Systeemrisico betekent: een risico dat specifiek is voor de capaciteiten met een grote impact van AI-modellen voor algemene doeleienden, die aanzienlijke gevolgen hebben voor de markt van de Uniek vanwege hun bereik, of vanwege feitelijke of redelijkerwijs te voorziene negatieve gevolgen voor de gezondheid, de veiligheid, de openbare veiligheid, de grondrechten of de samenleving als geheel, en dat op grote schaal in de hele waardeketen kan worden verspreid.</p> <p>Systeemrisico\u2019s nemen logischerwijs toe naargelang de capaciteiten en het bereik van een model groter zijn, kunnen zich voordoen gedurende de gehele levenscyclus van het model en worden be\u00efnvloed door elementen als misbruik van het model, de betrouwbaarheid, billijkheid, beveiliging en mate van autonomie ervan. Ook worden ze be\u00efnvloed door de toegang van het model tot instrumenten, nieuwe of gecombineerde modaliteiten, introductie- en distributiestrategie\u00ebn, en door het potentieel om waarborgen te omzeilen en andere factoren.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 55 Verordening Artifici\u00eble Intelligentie</li> <li>Overweging 110 Verordening Artifici\u00eble Intelligentie</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-model voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/#risico","title":"Risico","text":"<p>Niet voldoen aan deze verplichtingen kan leiden tot negatieve gevolgen voor de gezondheid, veiligheid, de openbare veiligheid, de grondrechten of de samenleving als geheel.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/","title":"Als AI-modellen voor algemene doeleinden met systeemrisico\u2019s ernstige incidenten veroorzaken, wordt dit gedocumenteerd en gerapporteerd.","text":"<p>aia-31Monitoring en beheerProjectleiderGovernanceTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/#vereiste","title":"Vereiste","text":"<p>Als AI-modellen voor algemene doeleinden met systeemrisico\u2019s ernstige incidenten veroorzaken, wordt dit gedocumenteerd en gerapporteerd.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/#toelichting","title":"Toelichting","text":"<p>Aanbieders van AI-modellen voor algemene doeleinden met een systeemrisico moeten ernstige incidenten documenteren en rapporteren. Deze informatie moet onmiddellijk worden gemeld aan het AI-bureau en eventueel aan nationale autoriteiten.</p> <p>Dit proces is cruciaal voor het waarborgen van de veiligheid en het nemen van passende corrigerende maatregelen. Dit vereiste is een aanvulling op de in artikel 53 AI-verordening genoemde verplichtingen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/#bronnen","title":"Bronnen","text":"<p>Artikel 55(1c) Verordening Artifici\u00eble Intelligentie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-model voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/#risico","title":"Risico","text":"<p>Niet voldoen aan deze verplichtingen kan leiden tot risico's op veiligheidsincidenten, datalekken en schade aan de betrokken partijen en het publiek.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/","title":"AI-modellen voor algemene doeleinden met systeemrisico\u2019s zijn voldoende beveiligd tegen cyberaanvallen.","text":"<p>aia-32OntwikkelenMonitoring en beheerOntwikkelaarTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/#vereiste","title":"Vereiste","text":"<p>AI-modellen voor algemene doeleinden met systeemrisico\u2019s zijn voldoende beveiligd tegen cyberaanvallen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/#toelichting","title":"Toelichting","text":"<p>Aanbieders van AI-modellen voor algemene doeleinden met een systeemrisico zorgen voor een passend niveau van cyberbeveiligingsbescherming voor het AI-model voor algemene doeleinden met een systeemrisico en de fysieke infrastructuur van het model.</p> <p>Aanbieders van AI-modellen met systeemrisico moeten zorgen voor passende cyberbeveiligingsmaatregelen. Dit omvat het beschermen van zowel het AI-model als de fysieke infrastructuur tegen potenti\u00eble cyberdreigingen.</p> <p>Het doel is om de integriteit en veiligheid van het model en de infrastructuur te waarborgen. Dit vereiste is een aanvulling op de in artikel 53 AI-verordening genoemde verplichtingen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/#bronnen","title":"Bronnen","text":"<p>Artikel 55(1d) Verordening Artifici\u00eble Intelligentie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-model voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/#risico","title":"Risico","text":"<p>Niet voldoen aan deze verplichtingen kan leiden tot risico's op veiligheidsincidenten, datalekken en schade aan de betrokken partijen en het publiek.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/","title":"AI-testomgevingen die persoonsgegevens verwerken, voldoen aan strenge voorwaarden.","text":"<p>aia-33OrganisatieverantwoordelijkhedenOntwikkelenDataverkenning en datapreparatieJuristOntwikkelaarProjectleiderPrivacy en gegevensbeschermingData</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/#vereiste","title":"Vereiste","text":"<p>AI-testomgevingen die persoonsgegevens verwerken, voldoen aan strenge voorwaarden.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/#toelichting","title":"Toelichting","text":"<p>De rechtmatige verwerking van persoonsgegevens voor andere doeleinden voor het ontwikkelen, trainen en testen van AI-modellen is mogelijk, maar het moet voldoen aan strikte voorwaarden die zijn opgenomen in artikel 57 AI-Verordening. Hiervoor is een AI-testomgeving noodzakelijk, waarin maatregelen of kunnen worden getroffen om de data veilig te verwerken. </p> <p>Persoonsgegevens die in de testomgeving worden aangemaakt mogen niet buiten de testomgeving worden gedeeld en logbestanden worden bijgehouden voor de duur van de deelname aan de testomgeving.</p> <p>Voor toepassingen voor het verder verwerken van gegevens kan worden gedacht aan het ontwikkelen van een AI-systeem zodat een overheidsinstantie of een andere natuurlijke of rechtspersoon een aanzienlijk openbaar belang kan waarborgen, bijvoorbeeld op het gebied van kwaliteit van milieu, duurzaamheid, openbare veiligheid en gezondheid.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 57 Verordening Artifici\u00eble Intelligentie</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-model voor algemene doeleindenAI-systeemAI-systeem voor algemene doeleindenAanbiederGebruiksverantwoordelijke</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/#risico","title":"Risico","text":"<p>Verdere verwerking van persoonsgegevens buiten een AI-testomgeving vergroot de kans op bijvoorbeeld het lekken van de persoonsgegevens, wat kan leiden tot een inbreuk op de privacyrechten van betrokken.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-34-monitoring-na-het-in-de-handel-brengen/","title":"Hoog-risico-AI-systemen zijn voorzien van een monitoringsysteem.","text":"<p>aia-34Monitoring en beheerProjectleiderTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-34-monitoring-na-het-in-de-handel-brengen/#vereiste","title":"Vereiste","text":"<p>Hoog-risico-AI-systemen zijn voorzien van een monitoringsysteem.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-34-monitoring-na-het-in-de-handel-brengen/#toelichting","title":"Toelichting","text":"<p>Aanbieders moeten een monitoringssysteem opzetten voor het monitoren na het in de handel brengen van het AI-systeem.</p> <p>Dit systeem moet documenteren op een wijze die passend is bij de aard van de AI-technologie\u00ebn en de risico's van het betreffende AI-systeem met een hoog risico. Dit monitoringssysteem moet proportioneel zijn aan de complexiteit en potenti\u00eble impact van het AI-systeem.</p> <p>Het systeem voor monitoring na het in de handel brengen verzamelt, documenteert en analyseert actief en systematisch relevante data die door gebruiksverantwoordelijken kunnen zijn verstrekt of via andere bronnen kunnen zijn verzameld, over de prestaties van AI-systemen met een hoog risico gedurende hun hele levensduur.</p> <p>Dit stelt de aanbieder in staat na te gaan of AI-systemen blijvend voldoen aan de in hoofdstuk III, afdeling 2, van de AI-verordening vermelde voorschriften. In voorkomend geval omvat de monitoring na het in de handel brengen een analyse van de interactie met andere AI-systemen. Deze verplichting geldt niet voor gevoelige operationele gegevens van gebruiksverantwoordelijken die rechtshandhavingsinstanties zijn.</p> <p>Het systeem voor monitoring na het in de handel brengen is gebaseerd op een plan voor monitoring na het in de handel brengen. Het plan voor monitoring na het in de handel brengen maakt deel uit van de in bijlage IV bedoelde technische documentatie.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-34-monitoring-na-het-in-de-handel-brengen/#bronnen","title":"Bronnen","text":"<p>Artikel 72(1) Verordening Artifici\u00eble Intelligentie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-34-monitoring-na-het-in-de-handel-brengen/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-34-monitoring-na-het-in-de-handel-brengen/#risico","title":"Risico","text":"<p>Zonder monitoringssysteem voor na het in handel brengen is er een risico dat verminderde pestaties van een AI-systeem met hoog risico ongedeteceerd blijven. Een aanbieder kan niet nagaan of een AI-systeem blijvend voldoet aan voorschriften.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/","title":"Ernstige incidenten door hoog-risico-AI-systemen worden gemeld aan de toezichthouder.","text":"<p>aia-35OrganisatieverantwoordelijkhedenMonitoring en beheerProjectleiderGovernance</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/#vereiste","title":"Vereiste","text":"<p>Ernstige incidenten door hoog-risico-AI-systemen worden gemeld aan de toezichthouder.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/#toelichting","title":"Toelichting","text":"<p>Aanbieders van AI-systemen met een hoog risico die binnen de EU worden verhandeld, moeten ernstige incidenten melden bij de markttoezichtautoriteiten van de lidstaten waar het incident heeft plaatsgevonden. Het doel is om de veiligheid en betrouwbaarheid van AI-systemen te waarborgen en mogelijke risico's voor gebruikers te minimaliseren.</p> <p>Dit meldingsproces is bedoeld om snel en adequaat te reageren op ernstige incidenten die zich voordoen bij het gebruik van deze AI-systemen, en om passende maatregelen te nemen ter bescherming van de consumenten en het publiek. Een 'ernstig incident' wordt in artikel 3 van de AI-verordening gedefinieerd als: een incident of gebrekkig functioneren van een AI-systeem dat direct of indirect leidt tot: </p> <ol> <li>het overlijden van een persoon of ernstige schade voor de gezondheid van een persoon;</li> <li>een ernstige en onomkeerbare verstoring van het beheer of de exploitatie van kritieke infrastructuur;</li> <li>een schending van de uit het recht van de Unie voortvloeiende verplichtingen ter bescherming van de grondrechten;</li> <li>ernstige schade aan eigendommen of het milieu.</li> </ol>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/#bronnen","title":"Bronnen","text":"<p>Artikel 73(1) Verordening Artifici\u00eble Intelligentie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/#risico","title":"Risico","text":"<p>Het niet melden van ernstige incidenten kan leiden tot vertraagde reactie op potenti\u00eble gevaren voor gebruikers en kan het vertrouwen in AI-systemen ondermijnen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/","title":"Klokkenluiders kunnen veilig melden dat een organisatie zich niet houdt aan de AI-verordening.","text":"<p>aia-36OrganisatieverantwoordelijkhedenMonitoring en beheerProjectleiderGovernanceMenselijke controle</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/#vereiste","title":"Vereiste","text":"<p>Klokkenluiders kunnen veilig melden dat een organisatie zich niet houdt aan de AI-verordening.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/#toelichting","title":"Toelichting","text":"<p>Inbreuken op de AI-Verordening moeten gemeld kunnen worden en melders moeten dit op een veilige en vertrouwelijke manier kunnen doen, zoals beschreven in Richtlijn (EU) 2019/1937.</p> <p>Personen die optreden als klokkenluiders bij inbreuken op de AI-verordening, moeten worden beschermd uit hoofde van het Unierecht. Richtlijn (EU) 2019/1937 (https://eur-lex.europa.eu/legal-content/NL/LSU/?uri=CELEX:32019L1937) van het Europees Parlement en de Raad moet daarom van toepassing zijn.</p> <p>De richtlijn biedt een kader voor het veilig en vertrouwelijk melden van schendingen van de verordening, terwijl het de melders (\"klokkenluiders\") beschermt tegen represailles of vervolging. Deze richtlijn bevordert transparantie en verantwoording binnen organisaties en draagt bij aan een cultuur van naleving en integriteit.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/#bronnen","title":"Bronnen","text":"<p>Artikel 87 Verordening Artifici\u00eble Intelligentie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAI-model voor algemene doeleindenAanbiederGebruiksverantwoordelijke</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/#risico","title":"Risico","text":"<p>Gebrek aan een veilige omgeving kan ertoe leiden dat klokkenluiders geen melding maken van inbreuk op de AI-verordening. Dit schaadt het rapportagesysteem en heeft negatief effect op het maatschappelijk welzijn.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-37-recht-klacht-indienen-bij-ai-bureau/","title":"Klachtrecht voor aanbieders verder in AI-waardeketen.","text":"<p>aia-37OrganisatieverantwoordelijkhedenProjectleiderFundamentele rechten</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-37-recht-klacht-indienen-bij-ai-bureau/#vereiste","title":"Vereiste","text":"<p>Aanbieders verder in de AI-waardeketen hebben het recht een klacht in te dienen wegens inbreuk op de AI verordening bij het AI-bureau.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-37-recht-klacht-indienen-bij-ai-bureau/#toelichting","title":"Toelichting","text":"<p>Aanbieders verder in de AI-waardeketen hebben het recht om een klacht in te dienen bij het AI-bureau in het geval van een inbreuk op de AI-verordening.</p> <p>Dit biedt hen een mechanisme om actie te ondernemen bij schendingen van de regels met betrekking tot AI-modellen voor algemene doeleinden die zij ge\u00efntrigeerd hebben in AI-systemen.</p> <p>Het AI-bureau kan dan passende maatregelen nemen om de naleving van de verordening te handhaven en eventuele geschillen tussen aanbieders op te lossen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-37-recht-klacht-indienen-bij-ai-bureau/#bronnen","title":"Bronnen","text":"<p>Artikel 89(2) Verordening Artifici\u00eble Intelligentie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-37-recht-klacht-indienen-bij-ai-bureau/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-37-recht-klacht-indienen-bij-ai-bureau/#risico","title":"Risico","text":"<p>Gebrek aan klachtrecht verhindert het AI-bureau om tijdig en zorgvuldig te kunnen ingrijpen bij overtreding van de AI-verordening.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-39-beleid-naleven-auteurs-en-naburige-rechten/","title":"Er is beleid opgesteld ter naleving van auteursrechten en naburige rechten door aanbieders van AI-modellen voor algemene doeleinden.","text":"<p>aia-29OntwerpOntwikkelenMonitoring en beheerProjectleiderTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-39-beleid-naleven-auteurs-en-naburige-rechten/#vereiste","title":"Vereiste","text":"<p>Er is beleid opgesteld ter naleving van auteursrechten en naburige rechten door aanbieders van AI-modellen voor algemene doeleinden.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-39-beleid-naleven-auteurs-en-naburige-rechten/#toelichting","title":"Toelichting","text":"<p>Aanbieders van AI-modellen voor algemene doeleinden stellen beleid op ter naleving van het Unierecht inzake auteursrechten en naburige rechten en dan met name ter vaststelling en naleving, onder meer door middel van geavanceerde technologie\u00ebn, van een op grond van artikel 4, lid 3, van Richtlijn (EU) 2019/790 tot uitdrukking gebracht voorbehoud van rechten.</p> <p>Hiervoor dient de rechthebbende van materialen die auteursrechtelijk zijn beschermd een uitdrukkelijk voorbehoud te hebben gemaakt voor het verder gebruik van deze materialen. </p> <p>Deze eis geldt ongeacht de jurisdictie waarin de auteursrechtelijke relevante handelingen plaatsvinden die helpen bij het trainen van die AI-modellen voor algemene doeleienden.</p> <p>Alleen op deze manier kan gezorgd worden voor een gelijk speelveld voor aanbieders van AI-modellen voor algemene doeleinden, waar geen enkele aanbieder zich een concurrentievoordeel op de Uniemarkt mag kunnen verschaffen met lagere auteursrechtelijke normen dan de in de Unie toepasselijke normen.</p> <p>Voor een grotere transparantie ten aanzien van de bij de pre-training en training van AI-modellen voor algemene doeleinden gebruikte data, met inbegrip van door het auteursrecht beschermde tekst en data, is het passend dat aanbieders van dergelijke modellen een voldoende gedetailleerde samenvatting maken en publiceren van de voor de training van het AI-model voor algemene doeleinden gebruikte content.</p> <p>Zo kan er bijvoorbeeld een opsomming worden gegeven van de belangrijkste gegevensverzamelingen of -reeksen waarmee het model is getraind, zoals grote particuliere of openbare databanken of gegevensarchieven, en kan een uitleg in de vorm van een relaas worden gegeven over andere gebruikte gegevensbronnen. </p> <p>Het AI-bureau moet kunnen controleren of de aanbieder aan deze eisen voldoet, zonder evenwel geval voor geval de trainingsdata te controleren of te beoordelen qua naleving van het auteursrecht.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-39-beleid-naleven-auteurs-en-naburige-rechten/#bronnen","title":"Bronnen","text":"<p>Artikel 53(1 sub c) Verordening Artifici\u00eble Intelligentie</p> <p>Artikel 4(3) Richtlijn inzake auteursrechten en naburige rechten in de digitale eengemaakte markt en tot wijziging van Richtlijnen (96/9/EG en 2001/29/EG). </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-39-beleid-naleven-auteurs-en-naburige-rechten/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-model voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-39-beleid-naleven-auteurs-en-naburige-rechten/#risico","title":"Risico","text":"<p>Door het niet voeren van een beleid voor het naleven van auteursrechten en naburige rechten, ontstaat het risico dat met het ontwikkeling, trainen en testen van AI-modellen een inbreuk wordt gemaakt op deze rechten. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-39-testen/","title":"Hoog-risico-AI-systemen zijn getest.","text":"<p>aia-39OntwerpOntwikkelenMonitoring en beheerVerificatie en validatieProjectleiderOntwikkelaarTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-39-testen/#vereiste","title":"Vereiste","text":"<p>Hoog-risico-AI-systemen zijn getest.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-39-testen/#toelichting","title":"Toelichting","text":"<p>AI-systemen met een hoog risico worden getest met het oog op het vaststellen van passende en gerichte risicobeheersmaatregelen. De tests zorgen ervoor dat AI-systemen met een hoog risico consistent presteren ten aanzien van het doel ervan en in overeenstemming zijn met de geldende eisen.</p> <p>Het testen van AI-systemen met een hoog risico vindt, zoals passend, in de loop van het ontwikkelproces plaats en in ieder geval voordat het systeem in de handel wordt gebracht of in gebruik is gesteld. </p> <p>Er wordt getest aan de hand van vooraf vastgestelde beoordelingsmaatstaven en probabilistische drempels die passend zijn voor het beoogde doel van het AI-systeem met een hoog risico. De procedures voor testen zijn onderdeel van het kwaliteitsbeheer. </p> <p>Bij het verwerken van persoonsgegevens voor het ontwikkelen, trainen en testen van een AI-systeem in een AI-testomgeving, wordt een volledige en gedetailleerde beschrijving van het testproces en de testresultaten onderdeel van de technische documentatie.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-39-testen/#testen-van-ai-systemen-met-een-hoog-risico-onder-reele-omstandigheden-buiten-ai-testomgevingen","title":"Testen van AI-systemen met een hoog risico onder re\u00eble omstandigheden buiten AI-testomgevingen","text":"<p>AI-systemen met een hoog risico kunnen onder re\u00eble omstandigheden buiten AI-testomgevingen voor regelgeving worden getest door aanbieders of potenti\u00eble aanbieders van in bijlage III vermelde AI-systemen met een hoog risico in overeenstemming met dit artikel en het in dit artikel bedoelde plan voor tests onder re\u00eble omstandigheden, onverminderd de verbodsbepalingen krachtens artikel 5 AI-Verordening.</p> <p>Aanbieders of potenti\u00eble aanbieders kunnen zelf of in samenwerking met een of meer gebruiksverantwoordelijken of potenti\u00eble gebruiksverantwoordelijken onder re\u00eble omstandigheden tests uitvoeren op in bijlage III bedoelde AI-systemen met een hoog risico op elk moment v\u00f3\u00f3r het in de handel brengen of in gebruik nemen van het AI-systeem.</p> <p>Aanbieders of potenti\u00eble aanbieders mogen alleen testen onder re\u00eble omstandigheden als is voldaan aan alle volgende voorwaarden:</p> <p>a) de aanbieder of potenti\u00eble aanbieder heeft een plan voor tests onder re\u00eble omstandigheden opgesteld en ingediend bij de markttoezichtautoriteit in de lidstaat waar onder re\u00eble omstandigheden moet worden getest;</p> <p>b) de markttoezichtautoriteit in de lidstaat waar onder re\u00eble omstandigheden moet worden getest, heeft het testen onder re\u00eble omstandigheden en het plan voor tests onder re\u00eble omstandigheden goedgekeurd; indien de markttoezichtautoriteit binnen dertig dagen geen antwoord heeft gegeven, worden het testen onder re\u00eble omstandigheden en het plan voor tests onder re\u00eble omstandigheden geacht te zijn goedgekeurd; indien het nationale recht niet voorziet in een stilzwijgende goedkeuring, blijft het testen onder re\u00eble omstandigheden onderworpen aan een toestemming;</p> <p>c) de aanbieder of potenti\u00eble aanbieder, met uitzondering van aanbieders of potenti\u00eble aanbieders van in de punten 1, 6 en 7 van bijlage III bedoelde AI-systemen met een hoog risico op de gebieden rechtshandhaving, migratie, asiel en grenstoezichtsbeheer en AI-systemen met een hoog risico als bedoeld in punt 2 van bijlage III, heeft het testen onder re\u00eble omstandigheden geregistreerd overeenkomstig artikel 71, lid 4, met een Uniebreed uniek identificatienummer en de in bijlage IX gespecificeerde informatie; de aanbieder of potenti\u00eble aanbieder van in de punten 1, 6 en 7 van bijlage III bedoelde AI-systemen met een hoog risico op de gebieden van rechtshandhaving, migratie, asiel en grenstoezichtsbeheer, heeft het testen onder re\u00eble omstandigheden geregistreerd in het beveiligde niet-openbare gedeelte van de EU-databank overeenkomstig artikel 49, lid 4, punt d), met een Uniebreed uniek identificatienummer en de daarin gespecificeerde informatie; de aanbieder of potenti\u00eble aanbieder van in punt 2 van bijlage III bedoelde AI-systemen met een hoog risico heeft het testen onder re\u00eble omstandigheden geregistreerd overeenkomstig artikel 49, lid 5;</p> <p>d) de aanbieder of potenti\u00eble aanbieder die onder re\u00eble omstandigheden test, is in de Unie gevestigd of heeft een in de Unie gevestigde wettelijke vertegenwoordiger aangewezen;</p> <p>e) gegevens die zijn verzameld en verwerkt met het oog op het testen onder re\u00eble omstandigheden mogen alleen aan derde landen worden doorgegeven mits er passende en toepasselijke waarborgen uit hoofde van het Unierecht worden toegepast;</p> <p>f) het testen onder re\u00eble omstandigheden duurt niet langer dan nodig is om de doelstellingen ervan te verwezenlijken en in geen geval langer dan zes maanden, met een mogelijke verlenging van nog eens zes maanden indien de aanbieder of potenti\u00eble aanbieder de markttoezichtautoriteit daar vooraf van in kennis stelt, met een uitleg waarom een dergelijke verlenging noodzakelijk is;</p> <p>g) proefpersonen die onder re\u00eble omstandigheden worden getest en die tot kwetsbare groepen behoren vanwege hun leeftijd of handicap, worden naar behoren beschermd;</p> <p>h) indien een aanbieder of potenti\u00eble aanbieder het testen onder re\u00eble omstandigheden organiseert in samenwerking met een of meer gebruiksverantwoordelijken of potenti\u00eble gebruiksverantwoordelijken, worden zij ge\u00efnformeerd over alle aspecten van het testen die relevant zijn voor hun beslissing om deel te nemen, en krijgen zij de relevante gebruiksinstructies van het AI-systeem als bedoeld in artikel 13; de aanbieder of potenti\u00eble aanbieder en de gebruiksverantwoordelijke of potenti\u00eble gebruiksverantwoordelijke sluiten een overeenkomst waarin hun taken en verantwoordelijkheden worden gespecificeerd teneinde te waarborgen dat de bepalingen voor het testen onder re\u00eble omstandigheden uit hoofde van deze verordening en ander toepasselijk Unie- en nationaal recht worden nageleefd;</p> <p>i) de proefpersonen die onder re\u00eble omstandigheden worden getest, hebben ge\u00efnformeerde toestemming gegeven overeenkomstig artikel 61, of, in het geval van rechtshandhaving, indien het vragen om ge\u00efnformeerde toestemming het testen van het AI-systeem onder re\u00eble omstandigheden onmogelijk zou maken, de test zelf en het resultaat van de test onder re\u00eble omstandigheden hebben geen negatieve gevolgen voor de proefpersonen en hun persoonsgegevens worden na de uitvoering van test gewist;</p> <p>j) op het testen onder re\u00eble omstandigheden wordt daadwerkelijk toezicht gehouden door de aanbieder of potenti\u00eble aanbieder, alsook door gebruiksverantwoordelijken of potenti\u00eble gebruiksverantwoordelijken via personen die voldoende zijn gekwalificeerd op het relevante gebied en beschikken over de nodige capaciteiten, opleiding en bevoegdheden om hun taken uit te voeren;</p> <p>k) de voorspellingen, aanbevelingen of beslissingen van het AI-systeem kunnen daadwerkelijk worden teruggedraaid en genegeerd.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-39-testen/#bronnen","title":"Bronnen","text":"<p>Artikel 9(6 en 8) Verordening Artifici\u00eble Intelligentie</p> <p>Artikel 17(1 sub d) Verordening Artifici\u00eble Intelligentie</p> <p>Artikel 59(1 sub i) Verordening Artifici\u00eble Intelligentie</p> <p>Artikel 60 Verordening Artifici\u00eble Intelligentie</p> <p>Overweging 138 - 141 Verordening Artifici\u00eble Intelligentie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-39-testen/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":"<p>AI-systeemAI-systeem voor algemene doeleindenAanbieder</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-39-testen/#risico","title":"Risico","text":"<p>Zonder het testen van een AI-systeem, ontstaat het risico dat het AI-systeem inconsistent gaat presteren ten aanzien van het doel. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aia-39-testen/#maatregelen","title":"Maatregelen","text":"<p>&lt;!-- list_maatregelen vereiste/aia-39-testen no-search no-onderwerp no-rol no-levenscyclus --</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/","title":"Informatie over algoritmes wordt in goede, geordende en toegankelijke staat gebracht, bewaard en vernietigd wanneer nodig.","text":"<p>arc-01UitfaserenMonitoring en beheerOntwikkelenProjectleiderOntwikkelaarTransparantieData</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/#vereiste","title":"Vereiste","text":"<p>Informatie over algoritmes wordt in goede, geordende en toegankelijke staat gebracht, bewaard en vernietigd wanneer nodig. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/#toelichting","title":"Toelichting","text":"<p>Overheden moeten informatie over algoritmes in goede, geordende en toegankelijke staat brengen en bewaren. Ook moeten ze zorgen voor de vernietiging van archiefbescheiden die daarvoor in aanmerking komen. </p> <p>Op basis van deze informatie moet bijvoorbeeld gereconstrueerd kunnen worden hoe besluiten, ook in de context van algoritmes, tot stand zijn gekomen. Informatie over algoritmes moet daarom op basis van de selectielijst bewaard en vernietigd worden.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 3 Archiefwet 1995 </li> <li>Artikel 15 lid 2 Archiefwet 1995 </li> <li>Archiefbesluit 1995</li> <li>Archiefregeling</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/#risico","title":"Risico","text":"<p>Zonder goede het goede, geordende en toegankelijke staat brengen en bewaren van gegevens is het voor betrokkene(n) of derden niet mogelijk om achteraf te reconstrueren en te controleren hoe besluiten, waar algoritmes aan hebben bijgedragen, tot stand zijn gekomen.</p> <p>Het nalaten om archiefbescheiden na verloop van tijd te verwijderen brengt risico's met zich mee op het gebied van privacy en informatiebeveiliging.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/","title":"Auteursrechten zijn beschermd.","text":"<p>aut-01OntwerpDataverkenning en datapreparatieJuristData</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/#vereiste","title":"Vereiste","text":"<p>Auteursrechten en naburige rechten mogen niet geschonden worden bij het ontwikkelen, testen en gebruiken van algoritmes.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/#toelichting","title":"Toelichting","text":"<p>Bepaalde type algoritmes worden ontwikkeld op basis van grote hoeveelheden data. Deze data wordt gebruikt voor het trainen en testen van algoritmes. Het gebruiken van deze data mag geen inbreuk maken op auteursrechten van diegene die deze rechten heeft. Ook de gegenereerde output van algoritmes mag geen inbreuk maken op deze rechten.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 1 Auteurswet </li> <li>Artikel 4-9 Auteurswet</li> <li>Artikel 10 Auteurswet</li> <li>Artikel 13 Auteurswet</li> <li>Artikel 15n jo. 15o Auteurswet</li> <li>Artikel 3 en 4 van de DSM-richtlijn (EU 2019/790)</li> <li>Artikel 4 (3) Richtlijn inzake auteursrechten en naburige rechten in de digitale eengemaakte markt en tot wijziging van  Richtlijnen 96/9/EG en 2001/29/EG</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/#risico","title":"Risico","text":"<p>Het niet voldoen aan het auteursrecht of naburige rechten kan leiden tot onrechtmatig gebruik van auteursrechtelijk beschermde inhoud, wat kan resulteren in mogelijke juridische geschillen, boetes en schadevergoedingen voor inbreuk op het auteursrecht. Bovendien kan het niet naleven van het auteursrecht het vertrouwen van gebruikers en belanghebbenden ondermijnen, wat kan leiden tot reputatieschade en gebrek aan vertrouwen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/","title":"Persoonsgegevens worden op een rechtmatige manier verwerkt.","text":"<p>avg-01OntwerpDataverkenning en datapreparatieProjectleiderJuristPrivacy en gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/#vereiste","title":"Vereiste","text":"<p>Persoonsgegevens worden op een rechtmatige manier verwerkt.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/#toelichting","title":"Toelichting","text":"<p>De verwerking van persoonsgegevens moet rechtmatig plaatsvinden, wat betekent dat de verwerking gebaseerd moet zijn op \u00e9\u00e9n van de wettelijke grondslagen die zijn geformuleerd in artikel 6 Algemene Verordening Gegevensbescherming.</p> <p>Persoonsgegevens mogen alleen worden verzameld en verwerkt voor specifieke, duidelijk omschreven en gerechtvaardigde doeleinden. Het is niet toegestaan om deze gegevens verder te verwerken op een manier die niet verenigbaar is met deze oorspronkelijke doeleinden.</p> <p>Bij het verwerken van persoonsgegevens ten behoeve van de ontwikkeling en gebruik van algoritmes moet worden onderzocht of dit kan worden gebaseerd op \u00e9\u00e9n van de verwerkingsgrondslagen. Het is van belang dat wordt uitgewerkt welke persoonsgegevens waarvoor worden verwerkt en op basis van welke grondslag.</p> <p>Hierbij kan worden gedacht aan persoonsgegevens ten behoeve van trainingsdata, voor het genereren van output of, indien (juridisch) mogelijk, voor het uitvoeren van een onderzoek naar onbewuste vooringenomenheid.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 5 lid 1 onder a en b Algemene Verordening Gegevensbescherming</li> <li>Artikel 6 lid 1 onder b Algemene Verordening Gegevensbescherming</li> <li>Artikel 6 Algemene Verordening Gegevensbescherming</li> <li>Overweging 39 en 45 Algemene Verordening Gegevensbescherming</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/#risico","title":"Risico","text":"<p>Het risico wanneer persoonsgegevens niet op een rechtmatige manier worden verwerkt (verzamelen van gegevens valt hier ook onder), is dat er niet aan de AVG wordt voldaan. Er worden dan onrechtmatig persoonsgegevens verwerkt, waarmee privacy van personen in het geding komt. Ook kan het leiden tot hoge boetes voor organisaties, en kan een datalek plaatsvinden.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/","title":"Persoonsgegevens worden zo kort mogelijk bewaard.","text":"<p>avg-02OntwerpDataverkenning en datapreparatieUitfaserenOntwikkelaarBeleid en adviesPrivacy en gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/#vereiste","title":"Vereiste","text":"<p>Persoonsgegevens moeten worden bewaard in een vorm die het mogelijk maakt om de betrokkenen niet langer te identificeren dan nodig is voor de realisering van de doeleinden waarvoor de persoonsgegevens initieel worden verwerkt.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/#toelichting","title":"Toelichting","text":"<p>Persoonsgegevens dienen toereikend en ter zake dienend te zijn en beperkt te blijven tot wat noodzakelijk is voor de doeleinden waarvoor zij worden verwerkt. Dit vereist dat ervoor wordt gezorgd dat de opslagperiode van de persoonsgegevens tot een strikt minimum wordt beperkt.</p> <p>Het beginsel van opslagbeperking betekent dat persoonsgegevens moeten worden bewaard in een vorm die het mogelijk maakt om de betrokkenen niet langer te identificeren dan voor de realisering van de doeleinden waarvoor de persoonsgegevens worden verwerkt.</p> <p>In de context van algoritmes is het belangrijk dat, wanneer persoonsgegevens worden verwerkt, er onderzocht wordt op welke manieren identificatie van betrokkenen tegen kan worden gegaan. Hierbij kan worden gedacht aan maatregelen als het pseudonomiseren, anonimiseren en aggregeren van de persoonsgegevens. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/#bronnen","title":"Bronnen","text":"<p>Artikel 5 lid 1 onder de AVG</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/#risico","title":"Risico","text":"<p>Het onnodig lang bewaren van persoonsgegevens levert een onrechtmatige situatie op. De privacyrechten van betrokken worden hierdoor aangetast. Er ontstaan aanvullende risico's bij bijvoorbeeld een datalek.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/","title":"Persoonsgegevens worden zo min mogelijk verwerkt.","text":"<p>avg-03OntwerpDataverkenning en datapreparatieOntwikkelenJuristOntwikkelaarPrivacy en gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/#vereiste","title":"Vereiste","text":"<p>Persoonsgegevens worden zo min mogelijk verwerkt.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/#toelichting","title":"Toelichting","text":"<p>De verwerking van persoonsgegevens moet minimaal worden gehouden, dat wil zeggen dat die verwerking toereikend moet zijn, ter zake dienend en beperkt tot wat noodzakelijk is voor de doeleinden waarvoor zij worden verwerkt.</p> <p>Het is van belang dat \u00e9nkel persoonsgegevens worden verwerkt die noodzakelijk zijn gezien de doeleinden van die vewerking.</p> <p>Er moet een beoordeling worden gemaakt welke persoonsgegevens dit wel en eventueel niet zijn.</p> <p>Voor het ontwikkelen en gebruiken van algoritmes is het van belang om te beoordelen welke persoonsgegevens noodzakelijk zijn om het beoogde doel te bereiken. </p> <p>Afhankelijk van de toepassing vraagt dit om een intensieve toets. Er moet voor worden gezorgd dat persoonsgegevens die niet als noodzakelijk worden beschouwd, buiten de verwerking blijven. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/#bronnen","title":"Bronnen","text":"<p>Artikel 5 lid 1 onder c Algemene Verordening Gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/#risico","title":"Risico","text":"<p>Het onnodig verwerken van persoonsgegevens kan een inbreuk maken op rechten van betrokkenen, en zou kunnen leiden tot een datalek.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/","title":"Persoonsgegevens en andere data verwerken gebeurt proportioneel en subsidiair.","text":"<p>avg-04OntwerpDataverkenning en datapreparatieJuristOntwikkelaarFundamentele rechtenPrivacy en gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/#vereiste","title":"Vereiste","text":"<p>Persoonsgegevens en andere data verwerken gebeurt proportioneel en subsidiair.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/#toelichting","title":"Toelichting","text":"<p>Gegevensverwerking moet in verhouding staan tot het beoogde doel en persoonsgegevens mogen alleen verwerkt worden als er geen minder ingrijpende manier is om het doel te bereiken. Voor zover het gaat om de verwerking van persoonsgegevens moet dit vereiste aantoonbaar zijn. </p> <p>Proportionaliteit vereist dat de impact van gegevensverwerking op de persoonlijke levenssfeer voor de toepassing van een algoritme en voor het genereren van de benodigde output in balans is met het beoogde doel.</p> <p>Subsidiariteit vereist dat persoonsgegevens alleen moeten worden verwerkt als dit de minst inbreukmakende manier is om het doel te bereiken.</p> <p>Deze principes waarborgen dat de privacy van individuen wordt gerespecteerd en dat gegevensverwerking niet verder gaat dan noodzakelijk is voor legitieme doeleinden.</p> <p>Het is van belang om deze principes te hanteren om te bepalen of en in welke vorm een algoritmes moet worden toegepast en om tot een passende mate van gegevensverwerking te komen om het doel te bereiken.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 5(1)(c) Algemene Verordening Gegevensbescherming </li> <li>Overweging 170 Algemene Verordening Gegevensbescherming </li> <li>Artikel 5(4) Verdrag betreffende de Europese Unie, Maastricht, 07-02-1992 |</li> <li>Artikel 52 Handvest van de Grondrechten van de Europese Unie </li> <li>Protocol betreffende de toepassing van de beginselen van subsidiariteit en evenredigheid Verdrag betreffende de Europese Unie, Maastricht, 07-02-1992 </li> <li>Artikel 1.10, 1.13 en 1.16 Aanbestedingswet 2012 </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/#risico","title":"Risico","text":"<p>Zonder toetsing aan het proportinaliteits- en subsidiariteitsbeginsel ontstaat het risico dat er een onnodig zware en daardoor onrechtmatige inbreuk wordt gemaakt op de privacyrechten van betrokkenen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/","title":"Persoonsgegevens zijn juist en actueel.","text":"<p>avg-05Dataverkenning en datapreparatieOntwikkelaarProjectleiderPrivacy en gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/#vereiste","title":"Vereiste","text":"<p>Persoonsgegevens zijn juist en actueel.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/#toelichting","title":"Toelichting","text":"<p>De te verwerken persoonsgegevens moeten nauwkeurig, juist en zo nodig actueel zijn. Dit betekent dat alle maatregelen moeten worden genomen om ervoor te zorgen dat onjuiste persoonsgegevens worden gerectificeerd of gewist.</p> <p>Dat kan betekenen dat persoonsgegevens moeten worden geactualiseerd of verbeterd. In de context van algoritmes is het van belang dat ook daar wordt onderzocht welke maatregelen nodig zijn om die juistheid toe te passen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/#bronnen","title":"Bronnen","text":"<p>Artikel 5 lid 1 sub d Algemene Verordening Gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/#risico","title":"Risico","text":"<p>Als er geen rekening wordt gehouden met de juistheid, nauwkeurigheid en volledigheid van persoonsgegevens, kunnen kwaliteit en integriteit van data niet voldoende worden gewaarborgd.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/","title":"Organisaties kunnen bewijzen dat zij persoonsgegevens op de juiste manier verwerken.","text":"<p>avg-06OntwerpDataverkenning en datapreparatieJuristGovernancePrivacy en gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/#vereiste","title":"Vereiste","text":"<p>Organisaties kunnen bewijzen dat zij persoonsgegevens op de juiste manier verwerken.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/#toelichting","title":"Toelichting","text":"<p>De verantwoordelijken moeten bij de verwerking van persoonsgegevens door algoritmes kunnen aantonen dat de verwerkingen rechtmatig plaatsvinden. Dit betekent concreet dat de volgende punten aangetoond kunnen worden:</p> <ul> <li>Rechtmatigheid, behoorlijkheid en transparantie</li> <li>Doelbinding</li> <li>Minimale gegevensverwerking</li> <li>Juistheid</li> <li>Opslagbeperking</li> <li>Integriteit en vertrouwelijkheid</li> </ul> <p>Een aandachtpunt daarbij is dat de rechtmatigheid van de verwerking ten opzichte van andere gerelateerde wetgeving zoals de AI Act en de Algemene wet gelijke behandeling ook moeten kunnen worden aangetoond voor zover de rechtmatigheid van de verwerking onder de AVG daarvan afhankelijk is.</p> <p>Bij het verwerken van persoonsgegevens voor algoritmes moeten de verantwoordelijkheden duidelijk beschreven en toegewezen zijn.</p> <p>De verwerkingsverantwoordelijke is degene die ervoor zorgt dat deze verantwoordelijkheden worden nageleefd en kan dit aantonen, wat bekend staat als de verantwoordingsplicht.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 5 lid 2 Algemene Verordening Gegevensbescherming</li> <li>Artikel 24 Algemene Verordening Gegevensbescherming</li> <li>Artikel 26 Algemene Verordening Gegevensbescherming</li> <li>Artikel 27 Algemene Verordening Gegevensbescherming</li> <li>Artikel 29 Algemene Verordening Gegevensbescherming</li> <li>Verantwoordingsplicht</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/#risico","title":"Risico","text":"<p>Het niet naleven van deze norm moet worden gekwalificeerd als een onrechtmatigheid, niet als een risico voor de rechten en vrijheden van betrokkenen onder de AVG. Maar het niet voldoen aan artikel 5 betekent in de praktijk vaak wel dat er onvoldoende zicht is op risico's voor de rechten en vrijheden van betrokkenen of dat er te grote risico's worden genomen. Deze gevolgen zijn echter indirect een gevolg van het niet naleven van artikel 5 AVG. Het moeten voldoen aan het aantoonbaarheidsvereiste kan wel risico's hebben voor de organisatie die een algortime inzet. Enkele risico's zijn:</p> <ul> <li>Aantoonbaarheidsvereisten vragen in de praktijk veel documentatie. Deze documentatie kan via de Woo opgevraagd worden. Het ontbreken van documentatie kan door externen vaak relatief makkelijk in verband worden gebracht met een overtreding van deze vereisten.</li> <li>Algoritmes die van nature slecht inzichtelijk en uitlegbaar zijn (zoals deep-learning) hebben een zeer hoge drempel om aan deze vereiste te voldoen. Aantonen van rechtmatigheid is voor een belangrijk deel afhankelijk van inzicht in de werking van het algoritme. De inzet van een algortime kan dus mogelijk tegengehouden worden door deze vereisten.</li> <li>Bij leveranciers die niet of gedeeltelijke transparant zijn over hun product of dienstverlening ontstaat een vergelijkbaar risico. Waar de Woo uitzonderingen heeft voor bedrijfsgeheimen heeft de AVG daar maar beperkte ruimte voor. Het is dus mogelijk dat leveranciers terughoudend zullen zijn met het delen van informatie die onder de AVG ook aan betrokkenen gecommuniceerd moeten worden.</li> <li>Samenwerkingsverbanden en externe leveranciers kunnen niet als argumenten worden gebruikt om de aantoonbaarheidsvereisten op af te schuiven. Onafhankelijk van de onderlinge afspraken daarover hebben alle verwerkingsverantwoordelijken de verplichting om aan deze vereisten te kunnen voldoen. </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/","title":"Organisaties zijn transparant over het verwerken van persoonsgegevens","text":"<p>avg-07ImplementatieMonitoring en beheerOntwikkelaarProjectleiderPrivacy en gegevensbeschermingTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/#vereiste","title":"Vereiste","text":"<p>De verwerking van persoonsgegevens moet transparant zijn.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/#toelichting","title":"Toelichting","text":"<p>Een betrokkene moet op de hoogte worden gesteld van het feit dat er verwerking plaatsvindt van diens persoonsgegevens en van de doeleinden daarvan (zoals ook is verwoord in het beginsel van transparante verwerking, artikel 5 AVG).</p> <p>Hierbij moeten de specifieke omstandigheden en de context waarin de persoonsgegevens worden verwerkt, worden meegenomen. In artikel 13 en 14 AVG wordt toegelicht welke informatie in welke gevallen moet worden verstrekt door de verwerkersverantwoordelijke.</p> <p>Als persoonsgegevens worden verwerkt ten behoeve van het ontwikkelen of gebruiken van algoritmes, zal deze informatie moeten worden verstrekt.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 5 lid 1 Algemene Verordening Gegevensbescherming</li> <li>Artikel 12 Algemene Verordening Gegevensbescherming</li> <li>Artikel 13 Algemene Verordening Gegevensbescherming</li> <li>Artikel 14 Algemene Verordening Gegevensbescherming</li> <li>Overweging 58 Algemene Verordening Gegevensbescherming</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/#risico","title":"Risico","text":"<p>Rechten van betrokken worden geschonden als er geen sprake is van transparantie over de verwerkingen van de persoonsgegevens.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/","title":"Gevoelige persoonsgegevens worden alleen gebruikt als hiervoor een wettelijke uitzondering geldt.","text":"<p>avg-08OntwerpDataverkenning en datapreparatieProjectleiderJuristBeleid en adviesPrivacy en gegevensbeschermingBias en non discriminatie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/#vereiste","title":"Vereiste","text":"<p>Bijzondere categorie\u00ebn van persoonsgegevens mogen alleen worden verwerkt op basis van een wettelijke uitzondering.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/#toelichting","title":"Toelichting","text":"<p>Persoonsgegevens die door hun aard bijzonder gevoelig zijn wat betreft de grondrechten en fundamentele vrijheden, verdienen specifieke bescherming.</p> <p>Dit komt doordat de context van de verwerking ervan significante risico's kan meebrengen voor de grondrechten en de fundamentele vrijheden.</p> <p>Denk hierbij aan persoonsgegevens als ras, ethnische afkomst, politieke opvattingen of religieuze of levenschouwelijke overtuigingen.</p> <p>Bijzondere categorie\u00ebn persoonsgegevens mogen alleen worden verwerkt als er hier een wettelijke uitzondering voor is (artikel 9 AVG en artikel 30 UAVG).</p> <p>Deze vereiste is ook van toepassing bij het ontwikkelen en gebruiken van algoritmes en stelt daarmee beperkingen aan het mogen verwerken van deze categorie\u00ebn persoonsgegevens, bv. ten behoeve van trainingsdata of het genereren van de beoogde output.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 9 AVG</li> <li>Overweging 51 - 54 AVG</li> <li>Artikel 22 - 30 UAVG</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/#risico","title":"Risico","text":"<p>Het (onrechtmatige) verwerken van bijzondere categorie\u00ebn persoonsgegevens brengt risico's met zich mee op het gebied van respecteren van de persoonlijke levenssfeer en discriminatie.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/","title":"Betrokkenen kunnen een beroep doen op hun privacyrechten.","text":"<p>avg-09OrganisatieverantwoordelijkhedenOntwikkelenOntwikkelaarPrivacy en gegevensbeschermingData</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/#vereiste","title":"Vereiste","text":"<p>Betrokkenen kunnen een beroep doen op hun privacyrechten.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/#toelichting","title":"Toelichting","text":"<p>Mensen hebben het recht om hun privacyrechten uit te oefenen door een beroep te doen op verschillende wettelijke bepalingen, zoals het recht op inzage, correctie, verwijdering en bezwaar tegen de verwerking van hun persoonsgegevens.</p> <p>Dit betekent dat individuen controle hebben over hoe hun gegevens worden gebruikt en kunnen verzoeken om toegang te krijgen tot hun gegevens of om wijzigingen aan te brengen indien nodig.</p> <p>Het kunnen uitoefenen van privacyrechten is essentieel voor het beschermen van de privacy van individuen, het waarborgen van transparantie en controle uitvoeren over persoonsgegevens.</p> <p>Als persoonsgegevens worden verwerkt voor het ontwikkelen en gebruiken van algoritmes, is het van belang dat maatregelen worden getroffen om deze rechten te eerbiedigen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/#bronnen","title":"Bronnen","text":"<p>Artikel 15 - 21 Algemene Verordening Gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/#risico","title":"Risico","text":"<p>Betrokkenen hebben geen controle over hun persoonsgegevens wanneer ze geen beroep kunnen doen op hun privacyrechten.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/","title":"Besluiten die levens kunnen be\u00efnvloeden, zijn niet volledig geautomatiseerd.","text":"<p>avg-10OntwerpImplementatieProjectleiderBeleid en adviesPrivacy en gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/#vereiste","title":"Vereiste","text":"<p>Betrokkenen hebben het recht om niet onderworpen te worden aan een enkel op geautomatiseerde verwerking, waaronder proflering, gebaseerd besluit, wanneer dit rechtsgevolgen heeft voor hen of het hen anderszins in aanzienlijke mate treft. Dit verbod geldt niet indien de geautomatiseerde individuele besluitvorming, anders dan op basis van profilering, noodzakelijk is om te voldoen aan een wettelijke verplichting die op de verwerkingsverantwoordelijke rust of noodzakelijk is voor de vervulling van een taak van algemeen belang.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/#toelichting","title":"Toelichting","text":"<p>Overheidsorganisaties zijn vaak belast met de uitvoering van wettelijke taken waarbij zij 'besluiten' moeten nemen, bijvoorbeeld als een burger vraagt om een uitkering, toeslag of een subsidie.</p> <p>Hiervoor moeten gegevens worden verwerkt om te kunnen bepalen of een burger hier ook recht op heeft. Om deze gegevens snel en accuraat te verwerken, zetten overheidsorganisaties vaak algoritmes in. Deze gegevens worden dan vaak 'geautomatiseerd' door deze algoritmes verwerkt, zonder dat een ambtenaar dit werk controleert.</p> <p>Soms wordt het proces voor het nemen van een besluit volledig geautomatiseerd ingericht. Denk hierbij aan het opleggen van een boete voor een snelheidsovertreding. Hierdoor kan in korte tijd en op een effici\u00ebnte wijze, een grote hoeveelheid besluiten worden genomen. </p> <p>Het geautomatiseerd verwerken van gegevens voor de totstandkoming van een besluit brengt risico's met zich mee. Zeker als hierbij persoonsgegevens van individuen worden verwerkt en er sprake is van profilering. Hierdoor ontstaat bijvoorbeeld het risico op discriminatie. Daarom is in art. 22 AVG het recht voor betrokkenen gecre\u00eberd om niet te worden onderworpen aan een uitsluitend op geautomatiseerde verwerking, waaronder profilering, gebaseerd besluit. </p> <p>Dit verbod geldt voor besluiten die 'rechtsgevolgen' hebben voor een betrokkene, bijvoorbeeld een burger die een boete ontvangt voor de snelheidsovertreding, of hem anderzijds in aanmerkelijke mate treft. Het besluit mag in die gevallen niet geautomatiseerd worden genomen. Een individu moet namelijk kunnen rekenen op voldoende 'menselijke tussenkomst' bij de beoordeling van belangrijke beslissingen die deze persoon treffen.</p> <p>Bij het geautomatiseerd uitvoeren van processen dient altijd te worden voldaan aan de voorwaarden uit wetgeving, waaronder in het bijzonder de Algemene Verordening Gegevensbescherming (AVG) en de Algemene wet bestuursrecht(Awb). Bestuursorganen dienen dan ook te handelen conform de algemene beginselen van behoorlijk bestuur. Dit samenstel van regels moet de rechten van betrokkenen borgen. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/#algemene-eisen-aan-geautomatiseerde-besluitvorming-door-overheden","title":"Algemene eisen aan geautomatiseerde besluitvorming door overheden","text":"<p>De Nederlandse wetgever heeft in artikel 40 lid 1 UAVG gebruik gemaakt van de mogelijkheid een uitzondering te maken op het verbod van art. 22 lid 1 AVG. In Nederland is geautomatiseerde besluitvorming toegestaan, als het gaat om besluitvorming waarbij menselijke tussenkomst geen toegevoegde waarde heeft.</p> <p>Dit is het geval als er sprake is van een gebonden karakter waarbij weinig of geen beoordelingsruimte is waarin tot een andere conclusie kan worden gekomen. Hierbij kan worden gedacht aan het toekennen van kinderbijslag of de hoogte van het recht op studiefinanciering. Deze uitzondering geldt niet voor 'profilering', tenzij er specifieke (sectorale) wetgeving het verbod opheft.</p> <p>Om deze uitzondering toe te kunnen passen, moet er op grond van artikel 22 AVG een 'passende maatregel' in de vorm van wetgeving zijn die personen voldoende bescherming biedt. In Nederland moet de Algemene wet bestuursrecht deze bescherming aan burgers bieden als bestuursorganen besluiten nemen. De Awb bevat vereisten en algemene beginselen waaraan besluitvorming moet voldoen. </p> <p>Bij het toepassen van geautomatiseerde besluitvorming, moet aan de hand van een DPIA wordt vastgesteld of er bij toepassing van de Awb daadwerkelijk voldoende bescherming wordt geboden. Een verwerkersverantwoordelijke zal dus, naast het toepassen van vereisten uit de AVG en specifieke (sectorale) wetgeving, beginselen uit de Awb moeten vertalen naar concrete maatregelen om geautomatiseerde besluitvorming op een rechtmatige wijze toe te passen. Hierbij kan worden gedacht aan het toepassen van motiveringsbeginsel of het zorgvuldigheidsbeginsel.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/#begrippen","title":"Begrippen","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/#profilering","title":"Profilering","text":"<p>Profilering is bijzonder gevoelig. Bij profilering gaat het om elke vorm van een geautomatiseerde verwerking van persoonsgegevens, waarbij aan de hand van persoonsgegevens bepaalde persoonlijke aspecten van een natuurlijke persoon worden ge\u00ebvalueerd. Daarbij gaat het voornamelijk om het analyseren of verspellen van zaken als beroepsprestaties, economische situatie, gezondheid, persoonlijke voorkeuren, interesses, betrouwbaarheid, gedrag, locatie of een verplaatsingen. </p> <p>Volgens deze definitie gaat het om een verwerking door een computersysteem waarbij het systeem algemene aanname(s) toegepast in een concreet geval. Dit doet het door een individu, met gebruikmaking van diens persoonsgegevens, in te delen in een categorie(profiel). Een dergelijk categorie(profiel) wordt vaak in verband gebracht met bepaalde risico's, bijvoorbeeld het risico op het misbruiken van bepaalde publieke voorzieningen. </p> <p>De gevoeligheid is dat nog niet is vastgesteld dat, in dit voorbeeld, de betreffende natuurlijke persoon ook daadwerkelijk misbruik heeft gemaakt van bepaalde voorzieningen. Als daar wel automatisch gevolgen aan worden verbonden, ontstaat het risico op een onrechtmatige behandeling van een natuurlijk persoon. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/#besluit","title":"Besluit","text":"<p>In deze context moet het begrip 'besluit' worden gehanteerd zoals dit is bedoeld in artikel 22 AVG. Het begrip 'besluit' krijgt in de AVG een ruimere betekenis dan het geval is in artikel 1:3 Algemene wet bestuursrecht (Awb). In de Algemene wet bestuursrecht moet er sprake zijn van een 'rechtsgevolg', maar onder het besluitbegrip van de AVG kunnen ook situaties vallen waarin een individu \u2018slechts\u2019 feitelijke gevolgen ervaart als een besluit wordt genomen. Daarmee biedt de AVG dus bescherming voor meerdere situaties. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/#rechtsgevolgen","title":"Rechtsgevolgen","text":"<p>Het begrip 'rechtsgevolg' duidt op wijziging in de rechtspositie van betrokkene. Het betekent, juridisch uitgedrukt, een verandering in het geheel van de rechten, aanspraken, bevoegdheden en verplichtingen van \u00e9\u00e9n of meer natuurlijke personen of rechtspersonen. In deze context wijzigt de rechtspositie van een individu door een keuze van het systeem, bijvoorbeeld doordat deze een boete ontvangt. Rechtsgevolgen kwalificeren altijd als relevant. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/#aanmerkelijke-mate-treffen","title":"Aanmerkelijke mate treffen","text":"<p>De Europese wetgever heeft weinig richting gegeven aan hoe dit begrip moet worden ge\u00efnterpreteerd. Er zijn wel aanknopingspunten om te duiden wanneer hier sprake van is. De EDPB spreekt van ernstige, aanzienlijke effecten, groot of belangrijk genoeg zijn om aandacht te verdienen. Dat is in ieder geval zo als het besluit het potentieel heeft om de omstandigheden, het gedrag of de keuze van de betrokken personen in aanmerkelijke mate te treffen; een langdurig of blijvend effect op de betrokkene te hebben; of in het uiterste geval, tot uitsluiting of discriminatie te leiden. </p> <p>Dit vraagt per geval om een analyse welke 'keuzes' van het systeem welke gevolgen hebben voor een individu en of die gevolgen rechtsgevolgen zijn of alleen een feitelijk gevolg. Zie voor een nadere toelichting hiervoor het advies van de Autoriteit Persoonsgegevens inzake geautomatiseerde selectietechnieken.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/#toepassing","title":"Toepassing","text":"<p>Volledig geautomatiseerde vaststelling van een publiekrechtelijk besluit zoals een aanslag, een boete of een vergunning heeft rechtsgevolgen. Een beslissing dat een bepaalde aanvraag in aanmerking komt voor handmatige controle heeft op zichzelf geen rechtsgevolg - de rechtspositie van de betrokkene wijzigt (nog) niet. Wel moet beoordeeld worden of de betrokkene door dat besluit anderszins (dus feitelijk) in aanmerkelijke mate wordt getroffen. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 22 Algemene Verordening Gegevensbescherming</li> <li>Artikel 40 Uitvoeringswet AVG </li> <li>Artikel 1:3 Algemene wet bestuursrecht</li> <li>Advies landsadvocaat over geautomatiseerde selectietechnieken</li> <li>Advies artikel 22 AVG en geautomatiseerde selectie-instrumenten</li> <li>[Kamerbrief met kabinetsreactie AP-advies over geautomatiseerde selectie-instrumenten](Kamerbrief met kabinetsreactie AP-advies over geautomatiseerde selectie-instrumenten0</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/#risico","title":"Risico","text":"<p>Bij geautomatiseerde besluitvorming kan het risico ontstaan dat kenmerken van een bepaalde groep ten onrechte worden tegengeworpen aan een individu die deze kenmerken niet hoeft te bezitten.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/","title":"Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen.","text":"<p>avg-11OntwerpDataverkenning en datapreparatieBeleid en adviesProjectleiderJuristOntwikkelaarPrivacy en gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/#vereiste","title":"Vereiste","text":"<p>Privacy en gegevensbescherming door goed ontwerp en door standaardinstellingen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/#toelichting","title":"Toelichting","text":"<p>Gegevensbescherming door ontwerp en standaardinstellingen houdt in dat privacy- en gegevensbescherming vanaf het begin worden ge\u00efntegreerd in de ontwikkeling van systemen en processen (ook wel privacy-by-design genoemd).</p> <p>Door al bij het ontwerp rekening te houden met privacyaspecten en door standaardinstellingen die privacy bevorderen, wordt de bescherming van persoonsgegevens versterkt. Hierbij kan worden gedacht een het pseudonimiseren van persoonsgegevens of dataminimalisatie.</p> <p>Deze aanpak zorgt ervoor dat privacy-overwegingen een integraal onderdeel zijn van alle aspecten van gegevensverwerking en draagt bij aan het vertrouwen van individuen in de veilige omgang met hun gegevens. Dit is eveneens van toepassing als persoonsgegevens worden verwerkt bij het ontwikkelen en gebruiken van algoritmes.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 25 Algemene Verordening Gegevensbescherming</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/#risico","title":"Risico","text":"<p>Door privacy en gegevensbescherming door ontwerp en standaardinstellingen niet toe te passen, kan een inbreuk op rechten van betrokkenen ontstaan.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/","title":"Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen.","text":"<p>avg-12OrganisatieverantwoordelijkhedenJuristOntwikkelaarPrivacy en gegevensbeschermingTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/#vereiste","title":"Vereiste","text":"<p>Rekening houdend met de stand van de techniek, de uitvoeringskosten, alsook met de aard, de omvang, de context en de verwerkingsdoeleinden en de qua waarschijnlijkheid en ernst uiteenlopende risico's voor de rechten en vrijheden van personen, treffen de verwerkingsverantwoordelijke en de verwerker passende technische en organisatorische maatregelen om een op het risico afgestemd beveiligingsniveau te waarborgen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/#toelichting","title":"Toelichting","text":"<p>Voor de ontwikkeling en gebruik van algoritmes is data nodig. Deze data kan persoonsgegevens bevatten die moeten worden beschermd. De organisatie zal technische en organisatorische maatregelen moeten treffen om de data en het algoritme voldoende te beschermen. Hierbij kan worden gedacht aan dataminimalisatie, het pseudonimiseren of aggregeren van persoonsgegevens. Per toepassing moet worden onderzocht welke maatregelen hiervoor geschikt zijn.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/#bronnen","title":"Bronnen","text":"<p>Artikel 32 Algemene Verordening Gegevensbescherming|</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/#risico","title":"Risico","text":"<p>Er kunnen risico's ontstaan zoals potenti\u00eble cyberaanvallen en datalekken. Dit kan leiden bijvoorbeeld tot verlies of diefstal van gevoelige gegevens, verstoring van organisatieprocessen,ongeautoriseerde toegang, vernietiging en onrechtmatige verwerking.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/","title":"Een gegevensbeschermingseffectbeoordeling (DPIA) is verplicht, indien een verwerking van persoonsgegevens waarschijnlijk een hoog risico inhoudt voor de rechten en vrijheden van natuurlijke personen.","text":"<p>avg-13OntwerpDataverkenning en datapreparatieVerificatie en validatieJuristProjectleiderPrivacy en gegevensbescherming</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/#vereiste","title":"Vereiste","text":"<p>Een gegevensbeschermingseffectbeoordeling (DPIA) is verplicht, indien een verwerking van persoonsgegevens waarschijnlijk een hoog risico inhoudt voor de rechten en vrijheden van natuurlijke personen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/#toelichting","title":"Toelichting","text":"<p>Een Gegevensbeschermingseffectbeoordeling (GEB) of Data Protection Impact Assessment (DPIA) is verplicht wanneer de verwerking van persoonsgegevens waarschijnlijk een hoog risico met zich meebrengt voor de rechten en vrijheden van natuurlijke personen. </p> <p>Deze beoordeling identificeert en beperkt potenti\u00eble risico's en zorgt ervoor dat passende maatregelen worden genomen om de privacy van individuen te beschermen. </p> <p>Deze verplichting draagt bij aan een zorgvuldige en verantwoorde omgang met persoonsgegevens in algoritmes, waardoor de privacy van individuen wordt gewaarborgd.</p> <p>Let op: de DPIA verplichting is niet gebaseerd op de hoog-risico criteria uit de AI-act. Volgens Besluit lijst verwerkingen persoonsgegevens waarvoor een gegevensbeschermingseffectbeoordeling (DPIA) verplicht is, Autoriteit Persoonsgegevens moet voor het uitvoeren van een DPIA in ieder geval uitgegaan worden van een hoog risico als er sprake is van \u00e9\u00e9n van de volgende voorwaarden:</p> <ol> <li>Evaluatie of scoretoekenning</li> <li>Geautomatiseerde besluitvorming met rechtsgevolg of vergelijkbaar wezenlijk gevolg</li> <li>Stelselmatige monitoring</li> <li>Gevoelige gegevens of gegevens van zeer persoonlijke aard</li> <li>Op grote schaal verwerkte gegevens</li> <li>Matching of samenvoeging van datasets</li> <li>Gegevens met betrekking tot kwetsbare betrokkenen</li> <li>Innovatief gebruik of innovatieve toepassing van nieuwe technologische of organisatorische oplossingen</li> <li>de situatie waarin als gevolg van de verwerking zelf \"betrokkenen [...] een recht niet kunnen uitoefenen of geen beroep kunnen doen op een dienst of een overeenkomst\";</li> </ol> <p>Het is mogelijk dat algoritmes die niet aan \u00e9\u00e9n of meer van deze eigenschappen voldoen toch voor een potentieel hoog risico zorgen. </p> <p>Gebruiksverantwoordelijken van AI-systemen met een hoog risico gebruiken die informatie op grond van artikel 13 AI Verordening om hun verplichting na te komen om een gegevensbeschermingseffectbeoordeling uit te voeren. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 35 Algemene Verordening Gegevensbescherming</li> <li>Artikel 26(9) Verordening Artifici\u00eble Intelligentie </li> <li>Besluit lijst verwerkingen persoonsgegevens waarvoor een gegevensbeschermingseffectbeoordeling (DPIA) verplicht is, Autoriteit Persoonsgegevens</li> <li>Data protection impact assessment (DPIA) Autoriteit Persoonsgegevens</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/#risico","title":"Risico","text":"<p>Het niet evalueren van de impact van het verwerking van persoonsgegevens in algoritmes kan resulteren in het niet onderkennen van de bijbehorende risico's  en het niet op tijd te mitigieren van deze risico's. Dit kan leiden tot potenti\u00eble schendingen van de rechten en vrijheden van betrokkenen en een onrechtmatige verwerking.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/#hulpmiddelen","title":"Hulpmiddelen","text":"HulpmiddelenData Protection Impact AssessmentToetsingskader Algoritmes Algemene Rekenkamer"},{"location":"voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/","title":"Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.","text":"<p>awb-01OntwerpOntwikkelenVerificatie en validatieProjectleiderBeleid en adviesFundamentele rechten</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/#vereiste","title":"Vereiste","text":"<p>Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/#toelichting","title":"Toelichting","text":"<p>Het zorgvuldigheidsvereiste eist dat een besluit met de nodige zorgvuldigheid wordt voorbereid en juist wordt genomen. Dit vraagt onder meer om een zorgvuldig onderzoek naar informatie, feiten, een zorgvuldige beslissingsprocedure en een deugdelijke besluitvorming. </p> <p>Dit betekent dat bij de ontwikkeling en gebruik van algoritmes informatie moet worden vastgelegd  over het algoritme. Hierbij kan worden gedacht aan: - Dat het doel en eventuele subdoelen van het algoritme of AI-systeem helder zijn gedefinieerd, ook in relatie tot het maatschappelijke resultaat (outcome). - Een bewuste afweging afmaken en vaststellen of het algoritme het juiste middel is om het probleem op doelmatige en doeltreffende wijze op te lossen. - Dat de werking van het algoritme is onderzocht en is vastgesteld dat dit passend is om te gebruiken in een besluitvormingsproces.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/#bronnen","title":"Bronnen","text":"<ul> <li>Afdeling 3.2 Algemene wet bestuursrecht</li> <li>Afdeling 3.4 Algemene wet bestuursrecht</li> <li>Advies artikel 22 AVG en geautomatiseerde selectie-instrumenten</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/#risico","title":"Risico","text":"<p>De werking van het algoritmes sluit niet of onvoldoende aan bij de juridische en ethische grenzen van de te ondersteunen wettelijke taak. Hierdoor kunnen ongewenste gevolgen ontstaan zoals een onjuist of onzorgvuldig genomen besluit.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/","title":"Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit","text":"<p>awb-02OntwerpImplementatieMonitoring en beheerProjectleiderOntwikkelaarTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/#vereiste","title":"Vereiste","text":"<p>Een besluit berust op een deugdelijke en kenbare motivering.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/#toelichting","title":"Toelichting","text":"<p>De Awb eist dat een besluit een deugdelijke en kenbare motivering heeft. Dit geldt ook als algoritmes worden ingezet. Een betrokkene moet in staat zijn om te controleren of de overheid een besluit correct heeft genomen. Het motiveringsbeginsel draagt bij aan doelen als verantwoording kunnen afleggen en het bieden van rechtsbescherming. Het kan in samenhang worden gezien met transparantieverplichtingen die voortkomen uit de AVG. </p> <p>Het is van belang dat inzichtelijk wordt gemaakt in het besluit welke gegevens zijn verwerkt en welke 'aannames' een algoritme bevat. Dit speelt in het bijzonder als gebruik wordt gemaakt van geautomatiseerde besluitvormingsprocessen. Hierbij kan worden gedacht aan:</p> <ul> <li> <p>Dat een besluit tot stand is gekomen met behulp van een algoritme.</p> </li> <li> <p>Van welke feiten het bestuursorgaan is uitgegaan.</p> </li> <li> <p>Welke gegevens zijn verwerkt.</p> </li> <li> <p>Welke relevante belangen tegen elkaar zijn afgewogen en hoe die afweging is verlopen.</p> </li> <li> <p>Welke regels zijn gebruikt.</p> </li> <li> <p>Wat de hierachter is (kenbaarheid).</p> </li> <li> <p>Welke analytische technieken zijn gebruikt.</p> </li> <li> <p>Waarom deze regels en logica relevant zijn (uitleg)?</p> </li> <li> <p>Op welke wijze de regels en logica tot stand zijn gekomen en hoe deze regels worden gevalideerd.</p> </li> </ul> <p>Een besluit moet informatie hierover bevatten om als om als voldoende draagkrachtig gemotiveerd te gelden. Het motiveringsbeginsel op grond van de Awb is beperkt tot besluiten in de zin van de Awb. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 3:46 en 3:47 Awb</li> <li>Jurisprudentie over AERIUS (ABRvS 18 juli 2018, ECLI:NL:RVS:2018:2454), Hof van Justitie C-274/18</li> <li>Advies artikel 22 AVG en geautomatiseerde selectie-instrumenten</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/#risico","title":"Risico","text":"<p>Het is onduidelijk op wat voor manier het algoritmes heeft bijgedragen aan de totstandkoming van een besluit. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/","title":"Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen","text":"<p>bio-01OrganisatieverantwoordelijkhedenBeleid en adviesOntwikkelaarTechnische robuustheid en veiligheid</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/#vereiste","title":"Vereiste","text":"<p>Informatie en informatiesystemen moeten op de juiste manier worden beveiligd.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/#toelichting","title":"Toelichting","text":"<p>Informatiebeveiliging is het proces van vaststellen van de vereiste beveiliging van informatiesystemen in termen van vertrouwelijkheid, beschikbaarheid en integriteit alsmede het treffen, onderhouden en controleren van een samenhangend pakket van bijbehorende maatregelen. In Nederland is besloten dat overheidsinstellingen de Baseline Informatiebeveiliging Overheid (BIO) dienen toe te passen over hun informatie en informatiesystemen. De BIO beoogt de beveiliging van informatie(systemen) bij alle bestuurslagen en bestuursorganen van de overheid te bevorderen, zodat alle onderdelen erop kunnen vertrouwen dat onderling uitgewisselde gegevens, in lijn met wet- en regelgeving, passend beveiligd zijn.</p> <p>Algoritmes en hun output kunnen onderdeel worden van de informatie en informatiesystemen waar de BIO op van toepassing is. Het is van belang om algoritmische toepassingen en AI-systemen op de juiste manier te beveiligen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/#bronnen","title":"Bronnen","text":"<ul> <li>Baseline Informatiebeveiliging Overheid </li> <li>Besluit voorschrift informatiebeveiliging rijksdienst 2007</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/#risico","title":"Risico","text":"<p>Er kunnen risico's ontstaan zoals ongeautoriseerde toegang, vernietiging, verlies, wijziging of niet-toegestane verwerking van gegevens als de informatie en informatiesystemen onvoldoende zijn beveiligd.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/","title":"Impactvolle algoritmes en hoog-risico-AI-systemen staan in het Nederlandse Algoritmeregister","text":"<p>bzk-01ImplementatieMonitoring en beheerProjectleiderTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/#vereiste","title":"Vereiste","text":"<p>Bestuursorganen publiceren algoritmes met impact en hoog-risico-AI-systemen in het Nederlandse Algoritmeregister.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/#toelichting","title":"Toelichting","text":"<p>Het publiceren van algoritmes draagt bij aan transparantie voor belanghebbenden en derden over welke algoritmes worden gebruikt door de overheid. Het is vastgesteld beleid dat overheidsinstellingen, tenzij er uitsluitingsgronden zijn, de door hen gebruikte impactvolle algoritmes en hoogrisico AI-systemen publiceren in het algoritmeregister. Er wordt gewerkt aan wetgeving om het bij wet verplicht te stellen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/#bronnen-bestaand-beleid","title":"Bronnen (bestaand beleid)","text":"<ul> <li>Handreiking Algoritmeregister</li> <li>Geactualiseerde Werkagenda Waardengedreven Digitaliseren 2024</li> <li>Kamerbrieven</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/#risico","title":"Risico","text":"<p>Door het niet publiceren van impactvolle algoritmes of hoog risico AI -systemen in het Algoritmeregister, is het voor betrokkenen of belanghebbenden minder goed mogelijk om de overheid kritisch te volgen, te bevragen en te controleren op de inzet van deze technologie\u00ebn die hen kunnen raken.  Bij het onjuist of onvolledig publiceren in het Algortimeregister ontstaat er een risico dat betrokkenen en belanghebbenden onjuiste inschattingen maken over het gebruik van het algoritmes en daardoor in hun rechten worden beperkt.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/#hulpmiddelen","title":"hulpmiddelen","text":"HulpmiddelenAlgoritmeregister"},{"location":"voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/","title":"Databanken worden alleen gebruikt met toestemming van de databank-producent","text":"<p>dat-01Dataverkenning en datapreparatieJuristData</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/#vereiste","title":"Vereiste","text":"<p>Het is verboden om zonder goedkeuring van de producent een databank op te vragen en/of te hergebruiken.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/#toelichting","title":"Toelichting","text":"<p>De Databankrichtlijn en Databankenwet beschermt de producten/fabrikanten van databanken tegen onrechtmatige toe-eigening van een databank. Degene die een substanti\u00eble financi\u00eble en professionele investering heeft verricht om de inhoud van de databank te verkijgen en te verzamelen, krijgt een verbodsrecht en kan zo anderen verbieden de databank te gebruiken. Bij verkrijgen gaat het om \"het verzamelen van de werken, gegevens of andere zelfstandige elementen die tezamen de inhoud van de databank vormen\". Dit recht bestaat naast het recht op bescherming van de originele keuze of rangschikking van de inhoud van databanken (auteurswet).</p> <p>Voor het ontwikkelen van algoritme is data nodig. De data die hiervoor wordt gebruikt mag niet ongeoorloofd zijn verkregen uit een databank.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 1 en 2 Databankenwet</li> <li>Artikel 5a en 5b Databankenwet</li> <li>Artikel 7 Databankrichtlijn</li> <li>Overwegingen 39 - 41 Databankrichtlijn</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/#risico","title":"Risico","text":"<p>Als een ontwikkelaar onbevoegd gebruik heeft gemaakt van data uit een databank bij de ontwikkeling van algoritmes, wordt het databankenrecht geschonden van de eigenaar.  De eigenaar van de databank kan bijvoorbeeld ontrekking van de data uit het handelsverkeer, vernietiging en onbruikbaarmaking  eisen, wat vergaande gevolgen kan hebben voor het gebruik kunnen maken van de algoritmische toepassing of AI-systeem.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/","title":"Algoritmes schenden geen grondrechten of mensenrechten","text":"<p>grw-01ProbleemanalyseOntwerpVerificatie en validatieMonitoring en beheerProjectleiderJuristFundamentele rechten</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/#vereiste","title":"Vereiste","text":"<p>Fundamentele vrijheden, mensenrechten en grondrechten worden beschermd bij de inzet van algoritmes.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/#toelichting","title":"Toelichting","text":"<p>Mensenrechten gelden voor alle mensen op de wereld. De mensenrechten in Nederland zijn beschermd door nationale wetten en internationale verdragen. In Nederland staan veel mensenrechten in hoofdstuk 1 van de Grondwet. Deze rechten heten ook wel \u2019grondrechten\u2019. Een bekend voorbeeld is artikel 1 van de Grondwet. Om mensenrechten te beschermen zijn ze op Europees en internationaal niveau in verschillende verklaringen en verdragen vastgelegd.</p> <p>Mensenrechten kunnen soms onder druk komen te staan. De inzet van algoritmes kan bijvoorbeeld een bedreiging vormen voor de privacy van burgers, voor het  recht op gelijke behandeling en voor het recht op behoorlijk bestuur. Het is daarom belangrijk om tijdig te onderzoeken of er sprake is of kan zijn van een eventuele inbreuk op fundamentele rechten en vrijheden van burgers. Het is van belang dat maatregelen worden getroffen om een eventuele inbreuk te voorkomen.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/#bronnen","title":"Bronnen","text":"<ul> <li>Grondwet</li> <li>Europees Verdragvoor de Rechten van de Mens (EVRM)</li> <li>Handvest van de grondrechten van de Europese Unie</li> <li>Universele Verklaring van de Rechten van de Mens (UVRM)</li> <li>Internationaal Statuut van de Rechten van de Mens</li> <li>Internationale Verdrag inzake burgerrechten en politieke rechten (IVBPR)</li> <li>Internationale Verdrag inzake economische, sociale en culturele rechten (IVESCR)</li> <li>Internationaal Verdrag inzake de uitbanning van alle vormen van rassendiscriminatie (CERD)</li> <li>Internationaal Verdrag voor de rechten van het kind (CRC)</li> <li>Internationaal Verdrag voor de Rechten van Mensen met een Handicap (VN-verdrag Handicap)</li> <li>Artikel 27 Verordening Artifici\u00eble Intelligentie</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/#risico","title":"Risico","text":"<p>Grondrechten kunnen worden geraakt door de inzet van algoritmes met eventuele schadelijke gevolgen voor betrokkenen. </p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/#hulpmiddelen","title":"hulpmiddelen","text":"HulpmiddelenImpact Assessment Mensenrechten en AlgoritmesThe Fairness HandbookHandreiking non-discriminatie by designDiscriminatie door risicoprofielen - Een mensenrechtelijk toetsingskader"},{"location":"voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/","title":"Algoritmes discrimineren niet","text":"<p>grw-02Dataverkenning en datapreparatieVerificatie en validatieMonitoring en beheerProjectleiderBias en non discriminatie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/#vereiste","title":"Vereiste","text":"<p>Allen die zich in Nederland bevinden, worden in gelijke gevallen gelijk behandeld. Directe en indirecte discriminatie wegens godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, handicap, seksuele gerichtheid of op welke grond dan ook, is niet toegestaan.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/#toelichting","title":"Toelichting","text":"<p>Overheidsinstanties moeten zich bij het uitvoeren van hun taken onthouden van discriminatie, ook wanneer er gebruik wordt gemaakt van algoritmes. Wanneer er algoritmes worden gebruikt om selecties te maken van burgers, dienen we te streven naar een gelijke behandeling van personen of groepen ten opzichte van andere personen in een vergelijkbare situatie. Hierbij is het belangrijk te beseffen dat discriminatie ook op indirecte wijze kan ontstaan. Hiervan is sprake wanneer een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een beschermd persoonskenmerk in vergelijking met andere personen in het bijzonder benadeelt, tenzij hiervoor een objectieve rechtvaardiging bestaat.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 1 Grondwet </li> <li>Artikel 14 Verdrag tot bescherming van de rechten van de mens en de fundamentele vrijheden, Rome, 04-11-1950</li> <li>Artikel 21 Handvest van de Grondrechten van de Europese Unie</li> <li>Artikel 1 Algemene wet gelijke behandeling </li> <li>Artikel 1 Protocol nr. 12 bij het Verdrag tot bescherming van de rechten van de mens en de fundamentele vrijheden, Rome, 04-11-2000 </li> <li>Artikel 9 Algemene Verordening Gegevensbescherming </li> <li>Artikel 2:4 Algemene wet bestuursrecht </li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/#risico","title":"Risico","text":"<p>Het risico bestaat dat het model onwenselijke systematische afwijkingen cre\u00ebert voor specifieke personen, groepen of andere eenheden, wat kan duiden op directe of indirecte discriminerende effecten van het algoritme.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/","title":"Iedereen kan openbare informatie over algoritmes vinden of aanvragen","text":"<p>woo-01OrganisatieverantwoordelijkhedenJuristProjectleiderTransparantie</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/#vereiste","title":"Vereiste","text":"<p>Een bestuursorgaan draagt er zorg voor dat de documenten die het ontvangt, vervaardigt of anderszins onder zich heeft, zich in goede, geordende en toegankelijke staat bevinden. Een bestuursorgaan draagt er zoveel mogelijk zorg voor dat de informatie die het overeenkomstig deze wet verstrekt, actueel, nauwkeurig en vergelijkbaar is.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/#toelichting","title":"Toelichting","text":"<p>Bij het ontwikkelen en gebruiken van algoritmes kunnen documenten en publieke informatie ontstaan die (op verzoek) in aanmerking komen voor openbaarmaking. Het kunnen openbaren van publieke informatie is in het belang van een democratische rechtstaat. De Wet open overheid gaat uit van een recht op openbaarheid van publieke informatie. Iedereenkan een verzoek tot openbaarmaking van publieke informatie doen bij een bestuursorgaan zonder daarbij een belang te stellen (artikel 4.1 Woo). De aan een verzoeker verstrekte informatie wordt openbaar voor iedereen. De Woo is niet van toepassing op informatie die al openbaar is (uitspraken van de Afdeling bestuursrechtspraak van de Raad van State van 1 december 2010 (ECLI:NL:RVS:2010:BNS6990) en 20 oktober 2010 (ECLI:NL:RVS:2010:BO1165)). Er kunnen uitsluitingsgronden bestaan voor het openbaarmaken van documenten (artikel 5.1 Woo).</p> <p>In de context van het ontwikkelen en gebruiken van algoritmes is het van belang dat tijdig wordt vastgesteld welke documenten in aanmerking komen voor openbaarmaking. Dit moet worden bekeken in het licht van wat 'actief' moet worden geopenbaard, dus proactief vanuit overheidsinstanties zelf, of wat op 'verzoek' van iemand moet worden geopenbaard.</p>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/#bronnen","title":"Bronnen","text":"<ul> <li>Artikel 1.1 Wet open overheid</li> <li>Artikel 2.5 Wet open overheid</li> <li>Artikel 4.1 Wet open overheid</li> <li>Artikel 5 Wet open overheid</li> </ul>"},{"location":"voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/#wanneer-van-toepassing","title":"Wanneer van toepassing?","text":""},{"location":"voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/#risico","title":"Risico","text":"<p>Zonder het openbaren van overheidsinformatie kan de overheid niet effectief worden gecontroleerd bij het uitvoeren van wettelijke taken.</p>"}]}
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diff --git a/pr-preview/pr-496/stylesheets/filters.css b/pr-preview/pr-496/stylesheets/filters.css
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diff --git a/pr-preview/pr-496/stylesheets/footer.css b/pr-preview/pr-496/stylesheets/footer.css
deleted file mode 100644
index 7e9a0618bb..0000000000
--- a/pr-preview/pr-496/stylesheets/footer.css
+++ /dev/null
@@ -1,67 +0,0 @@
-.md-footer {
-    background-color: #e6f3fb; /* Light blue background */
-    padding: 20px;
-    border-top: 6px solid #B2D7EE;
-  }
-  
-  .md-footer__inner {
-    max-width: 1200px;
-    margin: 0 auto;
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-    justify-content: space-between;
-    align-items: flex-start;
-}
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-.md-footer__links {
-    display: flex;
-    flex: 2;
-    max-width: 600px; /* Beperkt de breedte van de rechtersectie */
-    justify-content: flex-start;
-}
-  /* Left Section */
-  .md-footer__notice {
-    flex: 1;
-    color: #154273; /* Dark blue for readability */
-    font-size: 1.3em;
-  }
-  
-  .md-footer__column {
-    display: flex;
-    flex-direction: column;
-    gap: 10px;
-    min-width: 150px;
-    margin-left: auto;
-  }
-  
-  .md-footer__column a {
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-    text-decoration: underline;
-    font-size: 1.3em;
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-.md-footer__column a::before {
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-    color: #154273; /* Matcht met de linkkleur */
-    display: inline-block;
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-  
-  .md-footer__column a:hover, td:hover {
-    color: #316fb3;
-  }
-  
-  /* Responsive Design */
-  @media (max-width: 768px) {
-    .md-footer__inner {
-      flex-direction: column;
-      align-items: center;
-      text-align: center;
-    }
-    
-    .md-footer__links {
-      flex-direction: column;
-      align-items: center;
-    }
-  }
\ No newline at end of file
diff --git a/pr-preview/pr-496/stylesheets/navigation.css b/pr-preview/pr-496/stylesheets/navigation.css
deleted file mode 100644
index f6fcafe4d4..0000000000
--- a/pr-preview/pr-496/stylesheets/navigation.css
+++ /dev/null
@@ -1,181 +0,0 @@
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-body {
-  font-family: "ROsanswebtextregular" !important;
-  src: url("fonts/ROsanswebtextregular.woff") format('truetype');
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-
-/* Tabs Styling */
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-  color: white !important;
-  border-bottom: 6px solid #B2D7EE;
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-
-.md-tabs .md-grid {
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-.md-tabs__item--active {
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-
-.md-tabs__link {
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-/* Header Styling */
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-  height: auto;
-  align-content: center;
-}
-
-h1{
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-.md-header__inner {
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-
-.md-header--shadow {
-  box-shadow: none;
-}
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-.md-header__button.md-logo img {
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-
-.md-header__topic {
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-/* Ensure hover effect is applied to the link itself */
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-.md-tabs__item:hover .md-tabs__link,
-.md-tabs__link:hover {
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-.md-tabs__item:hover .md-tabs__link {
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-.md-search__form{
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-.md-search__input::placeholder {
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-  font-size: .8rem;
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-.md-search__input+.md-search__icon{
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-
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-.md-search__overlay{
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-.md-typeset a {
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-.md-ellipsis{
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-:root {
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-.md-nav__title{
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-.md-nav--primary .md-nav__title[for=__drawer] {
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-
-@media screen and (max-width: 59.9844em) {
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-.md-source__repository .md-source__repository--active{
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diff --git a/pr-preview/pr-496/version/index.html b/pr-preview/pr-496/version/index.html
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/ai-verordening/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/ai-verordening/index.html
deleted file mode 100644
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-<h1 id="ai-verordening-in-het-kort">AI-verordening in het kort</h1>
-<p>In de AI-verordening staan de Europese regels voor het verantwoord ontwikkelen en gebruiken van AI. Ongewenste AI is verboden vanaf 2 februari 2025. Andere AI-systemen moeten vanaf 2026 of vóór 2030 voldoen aan bepaalde vereisten.</p>
-<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/?uri=CELEX:32024R1689">Verordening (EU) 2024/1689 (AI-verordening)</a></p>
-<h2 id="over-de-ai-verordening">Over de AI-verordening</h2>
-<p>De AI-verordening is de eerste uitgebreide wet over artificiële intelligentie (AI) ter wereld. De regels gelden voor alle Europese lidstaten. </p>
-<p>De AI-verordening trad in werking op 1 augustus 2024 en gaat stap voor stap gelden. De eerste regels gaan in op 2 februari 2025. Vanaf 2 augustus 2025 geldt de volgende set regels. Op 2 augustus 2027 gaan de laatste regels in. Dan is de hele AI-verordening van kracht.</p>
-<h2 id="europese-regels-voor-het-ontwikkelen-en-gebruiken-van-ai">Europese regels voor het ontwikkelen en gebruiken van AI</h2>
-<p>De AI-verordening geldt in deze 3 situaties samen:</p>
-<ul>
-<li>Je ontwikkelt of gebruikt AI.</li>
-<li>Dit doe je namens een overheid, bedrijf of andere organisatie.</li>
-<li>Je organisatie is gevestigd in een EU-land.</li>
-</ul>
-<p>Het maakt niet uit waar je AI-producten ontwikkelt. Ontwikkel je buiten de EU, maar is je organisatie gevestigd in een EU-land? Dan geldt de EU-verordening.  </p>
-<h2 id="verantwoord-gebruik-van-ai">Verantwoord gebruik van AI</h2>
-<p>Het doel van de AI-verordening is om verantwoord gebruik van AI te stimuleren in de hele EU. Daarom gelden in alle EU-landen dezelfde regels voor het:</p>
-<ul>
-<li>Verkleinen van risico’s voor de gezondheid, veiligheid en grondrechten van mensen</li>
-<li>Beschermen van de democratie, de rechtsstaat en het milieu</li>
-</ul>
-<p>Het gaat dan om nieuwe risico’s, zoals misleiding en discriminatie door AI-systemen. Bestaande regels zoals de Algemene verordening gegevensbescherming (AVG) en de Algemene wet bestuursrecht (Awb) beschermen voor een deel tegen de risico’s van AI. De AI-verordening vult deze regels aan.</p>
-<h2 id="definitie-van-een-ai-systeem">Definitie van een AI-systeem</h2>
-<p>De AI-verordening geldt voor AI-systemen. Volgens de verordening is dit: </p>
-<p>'(…) een op een machine gebaseerd systeem dat is ontworpen om met verschillende niveaus van autonomie te werken en dat na de uitrol aanpassingsvermogen kan vertonen, en dat, voor expliciete of impliciete doelstellingen, uit de ontvangen input afleidt hoe output te genereren zoals voorspellingen, inhoud, aanbevelingen of beslissingen.'</p>
-<p>Hieronder vallen systemen die kunstmatig intelligent zijn door zelflerende technieken zoals:</p>
-<ul>
-<li>supervised learning</li>
-<li>unsupervised learning</li>
-<li>reinforcement learning (bekrachtiginsleren)</li>
-<li>deep learning</li>
-</ul>
-<p>Onder AI-systemen vallen ook systemen die gebruik maken van op logica en kennis gebaseerde benaderingen (<span lang="en"><em>knowledge and logic-based approaches</em></span>) die leren, redeneren of modelleren mogelijk maken.</p>
-<p>Symbolische AI is meestal ook een AI-systeem. </p>
-<h3 id="uitzondering">Uitzondering</h3>
-<p>Onder AI-systemen vallen geen systemen die gebaseerd zijn op door mensen gemaakte regels om automatisch handelingen uit te voeren.</p>
-<h2 id="risicogroepen">Risicogroepen</h2>
-<p>De AI-verordening deelt AI op in risicogroepen. Hoe groter het risico van AI voor de samenleving, hoe strenger de regels uit de AI-verordening. Het hangt ervan af waarvoor je dit AI-systeem gebruikt.</p>
-<h3 id="risico-op-misleiding">Risico op misleiding</h3>
-<p>Dit zijn AI-systemen die je gebruikt voor:</p>
-<ul>
-<li><strong>interactie met mensen</strong>, zoals AI-chatbots</li>
-<li><strong>genereren van content</strong>, zoals afbeeldingen laten maken door Dall-E en of audio en tekst</li>
-</ul>
-<p>Over deze systemen moet je transparant zijn. Gebruikers mogen niet denken dat zij te maken hebben met echte mensen of originele content.</p>
-<p>Zie <a href="https://eur-lex.europa.eu/legal-content/NL/TXT/?uri=CELEX:32024R1689#d1e5418-1-1">AI-verordening, hoofdstuk IV</a>.</p>
-<h3 id="hoog-risico-ai-systemen">Hoog-risico-AI-systemen</h3>
-<p>Dit zijn AI-systemen die je gebruikt als veiligheidsonderdeel van bepaalde producten of AI-systemen die je gebruikt voor bepaalde diensten of processen.</p>
-<p>'Gebruiken als veiligheidsonderdeel' betekent dat je AI-systeem een belangrijke rol speelt in de veiligheid van een product. En dit product valt onder de harmonisatiewetgeving van de EU, zoals:</p>
-<ul>
-<li>machines</li>
-<li>speelgoed</li>
-<li>liften</li>
-<li>uitrusting en beveiligingssystemen voor plaatsen met ontploffingsgevaar</li>
-<li>radioapparatuur</li>
-<li>drukapparatuur</li>
-<li>pleziervaartuigen</li>
-<li>kabelbaaninstallaties</li>
-<li>gastoestellen</li>
-<li>medische hulpmiddelen</li>
-<li>hulpmiddelen voor het testen van menselijk materiaal (in-vitrodiagnostiek)</li>
-<li>auto-industrie</li>
-<li>luchtvaartindustrie</li>
-</ul>
-<p>Zie <a href="https://eur-lex.europa.eu/legal-content/NL/TXT/?uri=CELEX:32024R1689#d1e38-124-1">AI-verordening, bijlage I</a>.</p>
-<p>'Gebruik voor bepaalde diensten of processen' zijn:</p>
-<ul>
-<li><strong>Biometrie</strong>, zoals het herkennen of indelen van mensen op basis van hun vingerafdruk, gezicht of andere lichamelijke kenmerken.</li>
-<li><strong>Kritieke infrastructuur</strong>, zoals het veilig houden van digitale netwerken en verkeersnetwerken en het leveren van elektriciteit, water, gas en warmte.</li>
-<li><strong>Onderwijs en beroepsopleiding</strong>, zoals het bepalen welke studenten je toelaat en het beoordelen van hun prestaties of gedrag.</li>
-<li><strong>Werkgelegenheid, personeelsbeheer en toegang tot zelfstandige arbeid</strong>, zoals het werven en selecteren van mensen, besluiten nemen die invloed hebben op hun contract en het beoordelen van hun prestaties of gedrag.</li>
-<li><strong>Essentiële particuliere en openbare diensten</strong>, zoals bepalen wie recht heeft op uitkeringen, gezondheidszorg en andere belangrijke diensten en wie noodhulp krijgt van politie, brandweer en ambulance, het beoordelen van iemands financiële situatie, fraude opsporen en het bepalen van risico’s en prijzen voor levensverzekeringen en ziektekostenverzekeringen.</li>
-<li><strong>Rechtshandhaving</strong>, zoals iemands kans inschatten om slachtoffer of dader te worden, het gebruik van een leugendetector, het beoordelen van bewijsmateriaal en het opsporen van verdachten.</li>
-<li><strong>Migratie, asiel en grenzen</strong>, zoals inschatten wat de kans is dat iemand gevaarlijk of illegaal is, het behandelen van aanvragen en klachten en het herkennen of opsporen van mensen.</li>
-<li><strong>Rechtsbedeling en democratische processen</strong>, zoals het uitleggen van de wet aan een rechtbank, gerechtshof of de Hoge Raad, advies geven bij een geschil of het beïnvloeden van de uitslag van een verkiezing.</li>
-</ul>
-<p>Zie <a href="https://eur-lex.europa.eu/legal-content/NL/TXT/?uri=CELEX:32024R1689#d1e38-127-1">AI-verordening, bijlage III</a>.</p>
-<h3 id="verboden-ai-systemen">Verboden AI-systemen</h3>
-<p>Dit zijn AI-systemen die:</p>
-<ul>
-<li><strong>misleiden</strong></li>
-<li><strong>misbruik maken van kwetsbaarheden of gevoelige situaties</strong>, zoals het overhalen van mensen met schulden om iets te kopen</li>
-<li><strong>sociale scores bijhouden</strong> voor gedrag van mensen en hen hiervoor straffen</li>
-<li><strong>beoordelen</strong> hoe groot het risico is dat iemand een strafbaar feit pleegt</li>
-<li><strong>afbeeldingen van gezichten ‘scrapen’ (verzamelen)</strong> via internet of bewakingscamera’s en deze opslaan in een databank</li>
-<li><strong>emoties herkennen</strong> van mensen op hun werkplek of op school</li>
-<li><strong>biometrisch categoriseren</strong>: mensen indelen in gevoelige categorieën zoals ras en geloof, op basis van lichamelijke kenmerken zoals huidskleur</li>
-<li><strong>biometrisch identificeren op afstand voor rechtshandhaving</strong>, zoals gezichten herkennen via camera’s op een openbaar plein (hiervoor gelden uitzonderingen in ernstige situaties zoals ontvoeringen en terrorisme)</li>
-</ul>
-<p>Zie <a href="https://eur-lex.europa.eu/legal-content/NL/TXT/?uri=CELEX:32024R1689#d1e2816-1-1">AI-verordening, artikel 5</a>.</p>
-<h2 id="2-februari-2025-stoppen-met-verboden-ai">2 februari 2025: stoppen met verboden AI</h2>
-<p>Organisaties die verboden AI ontwikkelen of gebruiken, moeten deze producten vóór 2 februari 2025 <a href="../../levenscyclus/uitfaseren/">uitfaseren</a>.</p>
-<h2 id="2-augustus-2026-ai-ontwikkelen-volgens-vereisten">2 augustus 2026: AI ontwikkelen volgens vereisten</h2>
-<p>Organisaties die AI-systemen ontwikkelen, moeten ervoor zorgen dat deze producten vóór 2026 voldoen aan bepaalde vereisten, zoals:</p>
-<ul>
-<li>Personen die toezicht houden op het systeem beschikken over de juiste kennis, kunde en autoriteit.</li>
-<li>Inputdata is voldoende relevant en representatief, voor zover dat mogelijk is.</li>
-<li>Als een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> aanneemt dat het systeem niet meer voldoet aan de eisen uit de AI-verordening, stelt deze de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> op de hoogte en onderbreekt het gebruik.</li>
-<li>Organisaties die beslissingen nemen over mensen met behulp van een hoog-risico-AI-systeem, informeren deze mensen hierover.</li>
-<li>Organisaties die AI gebruiken voor emotieherkenning of biometrische categorisatie van mensen, informeren deze mensen hierover. </li>
-</ul>
-<h2 id="toezicht">Toezicht</h2>
-<ul>
-<li>Nationale toezichthouders: controleren organisaties en kunnen straffen opleggen zoals een product uit de handel nemen</li>
-<li>AI-board: Europese raad voor artificiële intelligentie (nog in oprichting)</li>
-<li><abbr title="De taak van de Commissie waarbij zij bijdraagt aan de uitvoering van, de monitoring van en het toezicht op AI-systemen en AI-modellen voor algemene doeleinden, en AI-governance, als bepaald in het besluit van de Commissie van 24 januari 2024; verwijzingen in deze verordening naar het AI-bureau worden begrepen als verwijzingen naar de Commissie">AI-bureau</abbr>: stelt richtlijnen op voor de AI-board</li>
-<li>Wetenschappelijk panel: advies van wetenschappers</li>
-<li>Adviesforum: advies van belanghebbenden</li>
-</ul>
-<h2 id="beslishulp-ai-verordening">Beslishulp AI-verordening</h2>
-<p>Met de <a href="https://ai-verordening-beslishulp.apps.digilab.network/">beslishulp AI-verordening</a> bepaal je snel en gemakkelijk of jouw AI-product onder de AI-verordening valt. En wat je dan moet doen.</p>
-<h2 id="help-ons-deze-pagina-te-verbeteren">Help ons deze pagina te verbeteren</h2>
-<p>Deel je idee, suggestie of opmerking via <a href="https://github.com/MinBZK/Algoritmekader/issues/new/choose">GitHub</a> of mail ons via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a>.</p>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/ALTAI/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/ALTAI/index.html
deleted file mode 100644
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-  <h1>Assessment List for Trustworthy Artificial Intelligence (ALTAI)</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a 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-<p><a class="md-button" href="https://digital-strategy.ec.europa.eu/en/library/assessment-list-trustworthy-artificial-intelligence-altai-self-assessment">Direct naar de ALTAI</a></p>
-<h2 id="hulpmiddel">Hulpmiddel</h2>
-<p>In 2019 publiceerde de High-Level Expert Group on Artificial Intelligence (AI HLEG), opgericht door de Europese Commissie, de <a href="https://digital-strategy.ec.europa.eu/en/library/ethics-guidelines-trustworthy-ai">Ethics Guidelines for Trustworthy Artificial Intelligence</a>. De ALTAI is een hulpmiddel dat ontwikkelaars en organisaties helpt hun AI-systemen te beoordelen, gebaseerd op deze Ethics Guidelines for Trustworthy Artificial Intelligence. Het helpt te bepalen of het AI-systeem dat wordt ontwikkeld, ingezet, aangeschaft of gebruikt, voldoet aan zeven vereisten van betrouwbare AI:</p>
-<ul>
-<li>Menselijke tussenkomst en toezicht;</li>
-<li>Technische robuustheid en veiligheid;</li>
-<li>Privacy en gegevensbeheer;</li>
-<li>Transparantie;</li>
-<li>Diversiteit, non-discriminatie en eerlijkheid;</li>
-<li>Maatschappelijk en ecologisch welzijn;</li>
-<li>Verantwoordelijkheid</li>
-</ul>
-<p>De ALTAI is bedoeld voor zelfevaluatie. Het hulpmiddel is verankerd in de bescherming van de fundamentele rechten van mensen, de term die in de Europese Unie wordt gebruikt om te verwijzen naar de mensenrechten die zijn vastgelegd in de EU-verdragen, het Handvest van de Grondrechten, en het internationale mensenrechtenrecht. </p>
-<p>De ALTAI is bedoeld voor flexibele inzet: organisaties kunnen gebruikmaken van de relevante onderdelen van dit hulpmiddel voor een specifiek AI-systeem of er elementen aan toevoegen die zij passend achten, rekening houdend met de sector waarin zij opereren. Het helpt organisaties te begrijpen wat betrouwbare AI inhoudt, in het bijzonder welke risico's een AI-systeem zou kunnen meebrengen en hoe deze risico's kunnen worden geminimaliseerd terwijl de kansen van AI worden gemaximaliseerd. Organisaties halen het meeste waarde uit de ALTAI door de gestelde vragen uitgebreid te beantwoorden, die zijn bedoeld om zorgvuldige reflectie te stimuleren en passende vervolgacties aan te formuleren, en een organisatiecultuur te bevorderen die zich inzet voor de ontwikkeling van betrouwbare AI-systemen. Het vergroot het bewustzijn van de mogelijke impact van AI op de samenleving, het milieu, consumenten, werknemers en burgers (in het bijzonder kinderen en mensen die tot gemarginaliseerde groepen behoren). </p>
-<h2 id="relevantie">Relevantie</h2>
-<p>De ALTAI biedt houvast bij het evalueren van in hoeverre een betreffend AI-systeem voldoet aan de zeven vereisten van betrouwbare AI, zoals geformuleerd door de EU. Deze zeven vereisten en de ALTAI hebben samen de basis gevormd voor de AI-verordening. </p>
-<h2 id="auteur">Auteur</h2>
-<p>De ALTAI is ontwikkeld door de High-Level Expert Group on Artificial Intelligence van de Europese Commissie. </p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereisten</h2>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/">aia-14 - Hoog-risico-AI-systemen worden pas geleverd of gebruikt na een conformiteitsbeoordelingsprocedure.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr></tbody></table>
-
-<h2 id="bijbehorende-maatregelen">Bijbehorende maatregelen</h2>
-<table><thead><tr><th>Maatregel</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/">pba-03 - Beschrijf waarom een algoritme het probleem moet oplossen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/">owp-06 - Inventariseer welke grondrechten het algoritme kan schenden en maak een belangenafweging</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/">imp-03 - Richt de juiste menselijke controle in van het algoritme</a></td></tr><tr><td>6-imp-06-proces-privacyrechten</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/">mon-02 - Beveilig de software</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/">pba-05 - Beschrijf de wettelijke grondslag voor de inzet van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/">owp-03 - Beschrijf voor welk doel het algoritme persoonsgegevens gebruikt en waarom dit mag</a></td></tr><tr><td>3-dat-03-persoonsgegevens-beschrijven</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/">dat-04 - Geef data zoals persoonsgegevens een bewaartermijn met een vernietigingsprocedure</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/">owp-07 - Maak een lijst van de meest kwetsbare groepen en bescherm hen extra</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/">imp-04 - Publiceer impactvolle algoritmes en hoog-risico-AI-systemen in het Algoritmeregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/">ver-01 - Toets het algoritme op bias</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/">ver-01 - Controleer regelmatig of het algoritme werkt zoals het bedoeld is</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/">owk-03 - Analyseer de privacy-risico’s en neem maatregelen om deze risico’s laag te houden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/">owk-01 - Ontwerp en ontwikkel het algoritme volgens de principes van ‘security by design’</a></td></tr></tbody></table>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/BIO/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/BIO/index.html
deleted file mode 100644
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--- a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/BIO/index.html
+++ /dev/null
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-  <h1>Baseline Informatiebeveiliging Overheid (BIO)</h1>
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-<p><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
-<p><a class="md-button" href="https://www.digitaleoverheid.nl/overzicht-van-alle-onderwerpen/cybersecurity/bio-en-ensia/baseline-informatiebeveiliging-overheid/">Direct naar de BIO</a></p>
-<h2 id="hulpmiddel">Hulpmiddel</h2>
-<p>De BIO is het basisnormenkader voor informatiebeveiliging voor alle overheidslagen, waardoor een gezamenlijke <abbr title="een norm is een vrijwillige afspraak tussen partijen over een product, dienst of proces. Normen zijn geen wetten, maar ’best practices’. Iedereen kan - op vrijwillige basis - hier zijn voordeel mee doen. In zakelijke overeenkomsten hebben normen een belangrijke functie. Ze bieden marktpartijen duidelijkheid over en vertrouwen in producten, diensten of organisaties en dagen de maatschappij uit te innoveren. NEN-normen worden ontwikkeld door inhoudsexperts en specialisten op het gebied van normontwikkeling.">norm</abbr> voor informatiebeveiliging is ontstaan. Het gebruik van 1 normenkader voor de gehele overheid biedt een aantal voordelen:</p>
-<ul>
-<li>Het versterken van de informatieveiligheid door betere afstemming binnen ketens van overheden en andere partijen;</li>
-<li>Administratieve lastenverlichting bij overheid en bedrijven, zowel afnemers als leveranciers, door uniforme beveiligingsnormen bij de overheid;</li>
-<li>Aansluiting bij internationale regelgeving en standaarden;</li>
-<li>Vermindering van onderhoudskosten.</li>
-</ul>
-<p>Op dit moment wordt er gewerkt aan de BIO2.0. Omdat de BIO2.0 pas eind 2024 van kracht zal worden, is op 1 juni 2023 de <a href="https://bio-overheid.nl/category/producten?product=Handreiking_BIO2_0_opmaat">handreiking BIO2.0-opmaat</a> opgeleverd. In deze handreiking is de indeling van de controls, doelstellingen en overheidsmaatregelen in deel 2 van de BIO in lijn gebracht met de 2022-versie van de ISO-27002. Naast tekstuele wijzigingen, zijn ook een aantal overheidsmaatregelen geactualiseerd, vanwege nieuwe dreigingen, zoals ransomware. Naast de verhoging van de feitelijke veiligheid, wordt ook geanticipeerd op aanpassingen die in de BIO2.0 zullen worden doorgevoerd. Overheidsorganisaties doen er goed aan deze actualisatie in hun beveiliging door te voeren.</p>
-<h2 id="relevantie">Relevantie</h2>
-<p>Iedere overheidsorganisatie is verplicht de BIO in te voeren. De BIO is in december 2018 vastgesteld door de ministerraad voor de Rijksoverheid. Daarvoor was door de gemeenten, waterschappen en provincie reeds besloten tot invoering van de BIO. De overheidslagen zijn per 1 januari 2019 gestart met de implementatie van de BIO. Iedere overheidslaag heeft daarvoor zelf een implementatiepad opgesteld. De minister van BZK heeft bepaald dat in het digitale verkeer met het Rijk de BIO wordt gehanteerd.</p>
-<h2 id="auteur">Auteur</h2>
-<p>De interbestuurlijke werkgroep-BIO draagt zorg voor het onderhoud op de BIO. Onder het voorzitterschap van BZK zijn in de werkgroep de 4 overheidskoepels vertegenwoordigd: CIO Rijk, Vereniging Nederlandse Gemeenten, InterProvinciaal Overleg en Unie van Waterschappen. Verder bestaat de werkgroep uit een aantal grote uitvoeringsorganisaties, het Forum Standaardisatie, het Nationaal Cybersecurity Centrum en het Centrum voor Informatiebeveiliging &amp; Privacybescherming. Besluitvorming over de BIO vindt plaats in het kern-IBO, waarin onder voorzitterschap van BZK vertegenwoordigers van de 4 overheidskoepels zitting hebben.</p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereisten</h2>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/">aia-10 - Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr></tbody></table>
-
-<h2 id="bijbehorende-maatregelen">Bijbehorende maatregelen</h2>
-<table><thead><tr><th>Maatregel</th></tr></thead><tbody><tr><td>None</td></tr></tbody></table>
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-<p><a class="md-button" href="https://deda.dataschool.nl/">Direct naar DEDA</a></p>
-<h2 id="hulpmiddel">Hulpmiddel</h2>
-<p>DEDA is ontwikkeld door de Data School van de Universiteit Utrecht en bestaat uit een toolkit die helpt bij het in kaart brengen van ethische kwesties bij dataprojecten, bij het documenteren van het beraadslagingsproces en bij de bevordering van de verantwoording aan de diverse stakeholders en het publiek.</p>
-<p>DEDA bestaat uit een poster voor brainstormsessies, een interactieve vragenlijst en een handleiding. Alle tools zijn gepubliceerd door de Data School van de Universiteit Utrecht.</p>
-<p>DEDA bevordert verantwoordingsplicht, onderwijst gebruikers, communiceert problemen en ondersteunt projectmanagement.</p>
-<h2 id="relevantie">Relevantie</h2>
-<p>DEDA is een belangrijk hulpmiddel omdat het helpt bij de vroege identificatie en bespreking van ethische kwesties in dataprojecten. Net als de <a href="../IAMA/">IAMA</a>, biedt DEDA een gestructureerde aanpak om de implicaties van datagebruik en algoritmische besluitvorming te beoordelen.
-Het ondersteunt overheden bij het naleven van het <a href="../../vereisten/awb-01-zorgvuldigheidsbeginsel/">zorgvuldigheidsbeginsel</a> en maakt ethische afwegingen inzichtelijk als onderdeel van de besluitvorming.
-Door een interactieve vragenlijst en documentatie bevordert DEDA verantwoordingsplicht en transparantie.</p>
-<p>DEDA stimuleert interdisciplinaire samenwerking en helpt beleidsmakers, juristen en ontwikkelaars de ethische dimensies van data-analyse beter te begrijpen.
-Dit draagt bij aan zorgvuldige en rechtvaardige datagedreven oplossingen binnen de publieke sector. DEDA draagt bij aan <a href="../../../onderwerpen/transparantie/">transparantie</a> en uitlegbaarheid van datagebruik, essentieel voor publiek vertrouwen.</p>
-<h2 id="auteur">Auteur</h2>
-<p>DEDA is ontwikkeld door de Data School van de Universiteit Utrecht. DEDA is in nauwe samenwerking met data-analisten ontwikkeld. Inmiddels is DEDA een wijdverspreid instrument, waar de Utrecht Data School ook trainingen en begeleiding bij geeft. <a href="https://deda.dataschool.nl/workshop/">Via deze link</a> is meer informatie te vinden. </p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereisten</h2>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr></tbody></table>
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-<h2 id="bijbehorende-maatregelen">Bijbehorende maatregelen</h2>
-<table><thead><tr><th>Maatregel</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/">pba-03 - Beschrijf waarom een algoritme het probleem moet oplossen</a></td></tr><tr><td>2-owp-02-gebruikte-data</td></tr></tbody></table>
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-  <h1>Data Protection Impact Assessment</h1>
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-<p><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/probleemanalyse/">Probleemanalyse</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span></p>
-<p><a class="md-button" href="https://www.autoriteitpersoonsgegevens.nl/themas/basis-avg/praktisch-avg/data-protection-impact-assessment-dpia">Direct naar de DPIA</a></p>
-<h2 id="hulpmiddel">Hulpmiddel</h2>
-<p>Is je organisatie van plan persoonsgegevens te verwerken, maar levert dat waarschijnlijk een hoog privacyrisico op? 
-Dan is je organisatie verplicht eerst een 'data protection impact assessment' (DPIA) uit te voeren. 
-Als organisatie moet je zelf bepalen of de gegevensverwerking een hoog privacyrisico oplevert. 
-En je dus een DPIA moet uitvoeren. 
-De volgende criteria kunnen hierbij helpen:</p>
-<ul>
-<li>Wat er in de <a href="https://eur-lex.europa.eu/legal-content/NL/TXT/PDF/?uri=CELEX:32016R0679#page=53">Algemene verordening gegevensbescherming (AVG)</a> staat over wanneer je een DPIA moet uitvoeren.</li>
-<li>De<a href="https://www.autoriteitpersoonsgegevens.nl/documenten/lijst-verplichte-dpia"> lijst van de Autoriteit Persoonsgegevens (AP)</a> met soorten verwerkingen waarvoor je een DPIA moet uitvoeren.</li>
-<li>De <a href="https://autoriteitpersoonsgegevens.nl/themas/basis-avg/praktisch-avg/data-protection-impact-assessment-dpia#wat-zijn-de-criteria-van-de-europese-privacytoezichthouders-6668">9 criteria voor een DPIA van de Europese privacytoezichthouders</a>.</li>
-</ul>
-<p>De AVG geeft aan dat je in ieder geval een DPIA moet uitvoeren als je als organisatie:</p>
-<ul>
-<li>Systematisch en uitgebreid persoonlijke aspecten van mensen beoordeelt en dit gebeurt op basis van geautomatiseerde verwerking van persoonsgegevens, waaronder profiling. En hierop besluiten baseert die gevolgen hebben voor mensen. Bijvoorbeeld dat zij geen lening kunnen afsluiten. Een voorbeeld hiervan is creditscoring.</li>
-<li>Op grote schaal bijzondere persoonsgegevens verwerkt.</li>
-<li>Strafrechtelijke gegevens verwerkt.</li>
-<li>Op grote schaal en systematisch mensen volgt in een publiek toegankelijk gebied. Bijvoorbeeld met cameratoezicht.</li>
-</ul>
-<p>Een DPIA moet in een vroeg stadium van de beleids- of projectontwikkeling worden uitgevoerd. 
-Op dat moment kan namelijk nog zonder vooroordelen worden nagedacht over de gevolgen en kan het voorstel nog makkelijker worden herzien. 
-Dit voorkomt ook latere, kostbare aanpassingen in processen, herontwerp van systemen of zelfs stopzetten van een project. 
-Behalve aan het begin van een project kan een DPIA ook op andere momenten en meermaals worden uitgevoerd en geactualiseerd. 
-Als het voorstel wijzigt, wordt een DPIA opnieuw uitgevoerd. 
-Als de gegevensverwerkingen of de gevolgen ervan veranderen, moet de DPIA worden geactualiseerd. 
-Volgens de European Data Protection Board (EDPB) moet een DPIA iedere drie jaar worden geëvalueerd.</p>
-<h2 id="relevantie">Relevantie</h2>
-<p>Een organisatie is bij wet verplicht een DPIA uit te voeren wanneer de verwerking van persoonsgegevens een hoog privacyrisico oplevert. Wanneer hier sprake van is binnen jouw organisatie, dan is de DPIA per definitie relevant voor jou. </p>
-<h2 id="auteur">Auteur</h2>
-<p>De DPIA is ontwikkeld door de Europese Unie in het kader van de AVG. </p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereisten</h2>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/">avg-01 - Persoonsgegevens worden op een rechtmatige manier verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/">avg-02 - Persoonsgegevens worden zo kort mogelijk bewaard.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/">avg-13 - Een gegevensbeschermingseffectbeoordeling (DPIA) is verplicht, indien een verwerking van persoonsgegevens waarschijnlijk een hoog risico inhoudt voor de rechten en vrijheden van natuurlijke personen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/">avg-09 - Betrokkenen kunnen een beroep doen op hun privacyrechten.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/">avg-05 - Persoonsgegevens zijn juist en actueel.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/">avg-11 - Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/">avg-07 - Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td></tr><tr><td>aia-35-verwerking-in-testomgeving</td></tr></tbody></table>
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-<table><thead><tr><th>Maatregel</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/">owk-03 - Analyseer de privacy-risico’s en neem maatregelen om deze risico’s laag te houden</a></td></tr></tbody></table>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/IAMA/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/IAMA/index.html
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-  <h1>Impact Assessment Mensenrechten en Algoritmes</h1>
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-<p><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/probleemanalyse/">Probleemanalyse</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/fundamentele-rechten/">Fundamentele rechten</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
-<p><a class="md-button" href="https://www.rijksoverheid.nl/documenten/rapporten/2021/02/25/impact-assessment-mensenrechten-en-algoritmes">Direct naar het IAMA</a></p>
-<h2 id="hulpmiddel">Hulpmiddel</h2>
-<p>Het Impact Assessment voor Mensenrechten bij de inzet van Algoritmes (IAMA) is een instrument voor overheidsorganen om een interdisciplinaire dialoog en besluitvorming te faciliteren bij de ontwikkeling en inzet van algoritmische systemen. 
-Het IAMA stelt een reeks vragen die moeten worden besproken en beantwoord om een zorgvuldige afweging van de inzet van algoritmen te waarborgen. 
-Dit proces is onderverdeeld in drie fasen: voorbereiding, input en throughput, en output en toezicht, waarbij steeds aandacht wordt besteed aan het vierde onderdeel van het IAMA: de impact op mensenrechten. 
-Het IAMA fungeert als naslagwerk voor de besluitvorming en is gekoppeld aan andere relevante richtlijnen en instrumenten, zoals de <a href="../../vereisten/avg-13-dpia-verplicht/">gegevensbeschermingseffectbeoordeling (ook wel DPIA)</a>. 
-Hierdoor biedt het een overkoepelend kader dat helpt om algoritmen verantwoord te implementeren en mogelijke risico’s, zoals inbreuken op grondrechten, te identificeren en te mitigeren.</p>
-<h2 id="relevantie">Relevantie</h2>
-<p>Het IAMA kan op dit moment op veel politieke en internationale belangstelling rekenen. 
-In zowel de Eerste als Tweede Kamer zijn hierover <a href="https://www.tweedekamer.nl/kamerstukken/moties/detail?id=2022D12329&amp;did=2022D12329">moties ingediend</a> en vragen gesteld. 
-Daarbij is het IAMA een van de weinige instrumenten in de EU die een interdisciplinaire discussie rondom (de ontwikkeling, inzet en monitoring van) algoritmes, AI en grondrechten initieert en bevordert. </p>
-<h2 id="auteur">Auteur</h2>
-<p>Het IAMA is ontwikkeld door de <a href="https://dataschool.nl/iama/">Utrecht Data School</a>. De auteurs van het IAMA zijn prof. mr. Janneke Gerards, dr. Mirko Tobias Schäfer, Arthur Vankan en Iris Muis, allen werkzaam aan de Universiteit Utrecht. Opdrachtgever voor de ontwikkeling is het Ministerie van Binnenlandse Zaken.</p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereisten</h2>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/">aia-27 - Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/">grw-01 - Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr></tbody></table>
-
-<h2 id="bijbehorende-maatregelen">Bijbehorende maatregelen</h2>
-<p>Geen maatregelen beschikbaar voor dit hulpmiddel.</p>
-
-<h2 id="bronnen">Bronnen</h2>
-<p><a href="https://www.rijksoverheid.nl/documenten/rapporten/2021/02/25/impact-assessment-mensenrechten-en-algoritmes">Impact Assessment Mensenrechten en Algoritmes</a></p>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<p>Benieuwd naar ervaringen in de praktijk? Bekijk het rapport <a href="https://www.rijksoverheid.nl/documenten/rapporten/2024/06/20/iama-in-actie-lessons-learned-van-15-iama-trajecten-bij-nederlandse-overheidsorganisaties">IAMA in Actie</a> voor de lessons learned van 15 IAMA-trajecten bij Nederlandse overheidsorganisaties. </p>
-<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/algoritmeregister/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/algoritmeregister/index.html
deleted file mode 100644
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-<p><a class="md-button" href="https://algoritmes.overheid.nl/nl">Direct naar het Algoritmeregister</a></p>
-<h2 id="hulpmiddel">Hulpmiddel</h2>
-<p>De regering wil dat de overheid algoritmes verantwoord gebruikt. 
-Mensen moeten erop kunnen vertrouwen dat algoritmes voldoen aan de waarden en normen van de samenleving. 
-En er moet uitleg zijn over hoe algoritmes werken. 
-Het Algoritmeregister helpt hierbij. 
-Wanneer overheidsorganisaties open zijn over algoritmes en hun toepassing, kunnen burgers, organisaties en media de overheid kritisch volgen.</p>
-<p>Je kunt <a href="https://algoritmes.overheid.nl/nl/footer/over">hier meer lezen</a> over de doelen van het Algoritmeregister.</p>
-<h2 id="relevantie">Relevantie</h2>
-<p>In de <a href="https://www.digitaleoverheid.nl/document/handreiking-algoritmeregister/">Handreiking Algoritmeregister</a> staan bruikbare handvatten voor overheidsorganisaties om met publicatie van hun algoritmes aan de slag te gaan. 
-Hierin wordt bijvoorbeeld duidelijkheid gegeven over welke doelen we ermee bereiken, welke algoritmes erin thuishoren en welke organisaties erin kunnen publiceren.</p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereisten</h2>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/">bzk-01 - Impactvolle algoritmes en hoog-risico-AI-systemen staan in het Nederlandse Algoritmeregister</a></td></tr></tbody></table>
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-<table><thead><tr><th>Maatregel</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/">imp-04 - Publiceer impactvolle algoritmes en hoog-risico-AI-systemen in het Algoritmeregister</a></td></tr></tbody></table>
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-<p><a href="https://algoritmes.overheid.nl/nl">Algoritmeregister</a></p>
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-<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
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-  <h1>The Fairness Handbook</h1>
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-<p><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/probleemanalyse/">Probleemanalyse</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/bias-en-non-discriminatie/">Bias en non discriminatie</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/fundamentele-rechten/">Fundamentele rechten</a></span></span></p>
-<p><a class="md-button" href="https://openresearch.amsterdam/en/page/87589/the-fairness-handbook">Direct naar het Fairness Handbook</a></p>
-<h2 id="hulpmiddel">Hulpmiddel</h2>
-<p>Het Fairness Handbook biedt overheidsorganisaties een gedetailleerde richtlijn om eerlijkheid in algoritmen te waarborgen en schadelijke vooroordelen binnen AI-systemen te verminderen. Het handboek, dat origineel is ontwikkeld voor de Gemeente Amsterdam, richt zich op het voorkomen en mitigeren van vooroordelen en oneerlijke uitkomsten (bias) door middel van een gestructureerde <em>Fairness Pipeline</em>. Deze pipeline behandelt alle fasen van het ontwikkelproces, van het <a href="../../../levenscyclus/probleemanalyse/">formuleren van het probleem</a> tot de uiteindelijke <a href="../../../levenscyclus/implementatie/">implementatie</a> en <a href="../../../levenscyclus/monitoring-en-beheer/">monitoring</a>. Dit hulpmiddel biedt inzicht in de soorten schadelijke effecten van AI (zoals representatiebias en denigratieschade) en introduceert specifieke technieken, zoals het uitvoeren van een bias-analyse en het gebruik van contra-feitelijke scenario's (<em>counterfactual fairness</em>), om te controleren of de algoritmen rechtvaardige resultaten opleveren.</p>
-<p>Naast praktische technieken voor het meten en mitigeren van vooroordelen, definieert het Fairness Handbook verschillende eerlijkheidsprincipes en bijbehorende statistische metrics. Deze metrics helpen <a href="../../../rollen/ontwikkelaar/">ontwikkelaars</a> en <a href="../../../rollen/beleid-en-advies/">beleidsmakers</a> om de prestaties van modellen te analyseren en verschillen in modelprestaties tussen verschillende groepen te detecteren. Door de nadruk te leggen op transparantie, zowel in de keuze van datasets als in de manier waarop het model beslissingen neemt, helpt het handboek om het vertrouwen in AI-systemen te vergroten en discriminerend gedrag in algoritmen te verminderen.</p>
-<h2 id="relevantie">Relevantie</h2>
-<p>Het Fairness Handbook biedt ondersteuning voor overheden die streven naar verantwoorde, niet-discriminerende algoritmische besluitvorming. Het handboek ondersteunt overheidsinstanties bij het identificeren en corrigeren van vooroordelen in datasets en algoritmes, waardoor het risico op schadelijke effecten, zoals ongelijke verdeling van kansen of kwaliteit van dienstverlening, wordt geminimaliseerd. Het hulpmiddel sluit nauw aan bij andere hulpmiddelen, zoals de <a href="../IAMA/">IAMA</a>, door richtlijnen te geven voor het beoordelen van specifieke eerlijkheidsaspecten in de context van datagebruik en algoritmeontwikkeling.</p>
-<p>Door de combinatie van technische en niet-technische benaderingen bevordert het Fairness Handbook een holistische benadering van algoritmische eerlijkheid. Er wordt rekening gehouden met zowel de technische als de sociale en ethische dimensies. Dit maakt het een bruikbaar hulpmiddel voor diverse overheidsprojecten, waaronder de ontwikkeling van AI-toepassingen in het sociaal domein en besluitvormingsprocessen waarbij kansengelijkheid van groot belang is.</p>
-<h2 id="auteurs-en-ontwikkeling">Auteurs en Ontwikkeling</h2>
-<p>Het Fairness Handbook is ontwikkeld in 2022 door de Gemeente Amsterdam, met als doel de eerlijkheid en transparantie van haar AI-systemen te verbeteren. Het project is tot stand gekomen in samenwerking met diverse stakeholders, waaronder datawetenschappers, ethici en <a href="../../../rollen/beleid-en-advies/">beleidsmakers</a>, om ervoor te zorgen dat het handboek aansluit bij de bredere maatschappelijke behoeften en regelgeving. Door deze samenwerking biedt het Fairness Handbook een gebalanceerd perspectief, met aandacht voor zowel technische oplossingen als ethische en <a href="../../../rollen/jurist/">juridische</a> overwegingen die nodig zijn voor verantwoorde AI-toepassingen.</p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereisten</h2>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/">grw-01 - Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/">grw-02 - Algoritmes discrimineren niet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/">aia-04 - Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen.</a></td></tr></tbody></table>
-
-<h2 id="bijbehorende-maatregelen">Bijbehorende maatregelen</h2>
-<table><thead><tr><th>Maatregel</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/">dat-01 - Controleer de datakwaliteit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/">ver-01 - Toets het algoritme op bias</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/">imp-02 - Doe aselecte steekproeven om algoritmes met 'risicogestuurde selectie’ te controleren</a></td></tr></tbody></table>
-
-<h2 id="bronnen">Bronnen</h2>
-<p><a href="https://openresearch.amsterdam/en/page/87589/the-fairness-handbook">The Fairness Handbook</a></p>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<p>Heb jij een goed voorbeeld van het gebruik van het Fairness Handbook op het gebied van algoritmen? Laat het ons weten!</p>
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-  <h1>Framework for Meaningful Engagement</h1>
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-<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
-<p><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/probleemanalyse/">Probleemanalyse</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/menselijke-controle/">Menselijke controle</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/fundamentele-rechten/">Fundamentele rechten</a></span></span></p>
-<p><a class="md-button" href="https://ecnl.org/publications/framework-meaningful-engagement">Direct naar het Framework for Meaningful Engagement</a></p>
-<h2 id="hulpmiddel">Hulpmiddel</h2>
-<p>Het <em>Framework for Meaningful Engagement</em> biedt organisaties een praktische aanpak om verschillende stakeholders effectief te betrekken in processen rondom AI en algoritmes.
-Het beschrijft stapsgewijs hoe men betrokkenheid kan ontwerpen en uitvoeren, met de nadruk op drie pijlers:</p>
-<ol>
-<li>een gedeelde doelstelling</li>
-<li>een betrouwbaar proces</li>
-<li>een zichtbare impact</li>
-</ol>
-<p>Het framework helpt organisaties om input van belanghebbenden daadwerkelijk te integreren, wat leidt tot duurzamere, inclusievere besluitvorming.</p>
-<h2 id="relevantie-voor-het-algoritmekader">Relevantie voor het Algoritmekader</h2>
-<p>Betekenisvolle betrokkenheid van stakeholders is cruciaal voor verantwoord algoritmegebruik.
-Voor overheden biedt dit framework handvatten om transparanter te zijn over de ontwikkeling en impact van algoritmes en om een goed proces in te richten bij het gebruik van een algoritme. Dit sluit aan bij eisen rond <a href="../../../onderwerpen/menselijke-controle/">menselijke controle</a>.</p>
-<h2 id="auteurs-en-ontwikkeling">Auteurs en ontwikkeling</h2>
-<p>Het framework is ontwikkeld door de European Center for Not-for-Profit Law Stichting (ECNL) en SocietyInside, als onderdeel van de Deense Tech for Democracy Initiative. De totstandkoming vond plaats via een consultatieproces met bijdragen van meer dan 150 individuen en organisaties wereldwijd, waaronder belanghebbenden uit het maatschappelijk middenveld, bedrijfsleven en overheden.
-Het framework bouwt voort op de <a href="https://www.ohchr.org/sites/default/files/documents/publications/guidingprinciplesbusinesshr_en.pdf">VN-richtlijnen voor bedrijfs- en mensenrechten</a>.</p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereisten</h2>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/">aia-08 - Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/">aia-09 - Hoog-risico-AI-systemen staan onder menselijk toezicht.</a></td></tr><tr><td>aia-23-gebruiksverantwoordelijken-menselijk-toezicht</td></tr></tbody></table>
-
-<h2 id="bijbehorende-maatregelen">Bijbehorende maatregelen</h2>
-<table><thead><tr><th>Maatregel</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/">imp-03 - Richt de juiste menselijke controle in van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/">ver-03 - Controleer regelmatig of het algoritme voldoet aan alle wetten en regels en het eigen beleid</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/">ver-01 - Controleer regelmatig of het algoritme werkt zoals het bedoeld is</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/">owp-06 - Inventariseer welke grondrechten het algoritme kan schenden en maak een belangenafweging</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/">owp-07 - Maak een lijst van de meest kwetsbare groepen en bescherm hen extra</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/">pba-01 - Beschrijf het probleem dat het algoritme moet oplossen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/">pba-02 - Beschrijf het doel van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/">pba-03 - Beschrijf waarom een algoritme het probleem moet oplossen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/">pba-04 - Overleg regelmatig met belanghebbenden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/">org-01 - Bepaal of er genoeg experts beschikbaar zijn</a></td></tr></tbody></table>
-
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://ecnl.org/publications/framework-meaningful-engagement">ECNL - Framework for Meaningful Engagement</a></li>
-</ul>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/handreiking-non-discriminatie/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/handreiking-non-discriminatie/index.html
deleted file mode 100644
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-  <h1>Handreiking non-discriminatie by design</h1>
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-<p><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/bias-en-non-discriminatie/">Bias en non discriminatie</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/fundamentele-rechten/">Fundamentele rechten</a></span></span></p>
-<p><a class="md-button" href="https://www.rijksoverheid.nl/documenten/rapporten/2021/06/10/handreiking-non-discriminatie-by-design">Direct naar de Handreiking non-discriminatie by design</a></p>
-<h2 id="hulpmiddel">Hulpmiddel</h2>
-<p>Deze handreiking legt uit welke vragen en principes leidend zijn bij het ontwikkelen en implementeren van een AI-systeem met het oog op het discriminatieverbod, vanuit zowel juridisch, technisch, als organisatorisch perspectief.
-De handreiking is een praktisch toepasbaar ontwerpkader dat ontwikkelaars helpt om al in de ontwikkelfase van een AI-systeem discriminerende patronen zoveel mogelijk te identificeren, te voorkomen en te bestrijden.</p>
-<p>Er zijn 4 uitgangspunten die leidend zijn in de handreiking:</p>
-<ol>
-<li>Diversiteit</li>
-<li>Context</li>
-<li>Controleerbaarheid</li>
-<li>Evaluatie.</li>
-</ol>
-<h2 id="relevantie">Relevantie</h2>
-<p>Stuk over relevantie voor het AK volgt nog.
-Net als bij het <a href="../IAMA/">IAMA</a>, is dit document een manier om een multidisciplinaire discussie te faciliteren en stimuleren. Hierbij kunnen verschillende rollen betrokken worden door de <a href="../../../rollen/projectleider/">projectleider</a>: <a href="../../../rollen/ontwikkelaar/">data-scientists</a>, <a href="../../../rollen/jurist/">juristen</a>, de functionaris gegevensbescherming (FG), aangevuld met domeinspecialisten.</p>
-<h2 id="wanneer-toepassen">Wanneer toepassen?</h2>
-<p>De handreiking is primair geschreven voor teams die zelf AI-systemen bouwen. Het gaat in op verschillende fases van ontwikkeling: <a href="../../../levenscyclus/probleemanalyse/">probleemanalyse</a>, <a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">dataverkenning en datapreparatie</a>, <a href="../../../levenscyclus/ontwikkelen/">ontwikkeling</a>, <a href="../../../levenscyclus/implementatie/">implementatie</a> en <a href="../../../levenscyclus/verificatie-en-validatie/">evaluatie</a>.
-Daarnaast kan deze handreiking dienen voor opdrachtgevers van AI-systemen, ofwel om vooraf offrerende partijen te vragen aan te geven hoe zij rekening zullen houden met de diverse punten uit de handreiking, ofwel om tijdens het proces mee te kijken en op relevante punten aanwijzingen te geven, ofwel om achteraf te controleren of een opgeleverd product aan alle relevante voorwaarden voldoet. </p>
-<h3 id="relatie-tot-iama">Relatie tot IAMA</h3>
-<p>Gebruikers van zowel de Handreiking non-discriminatie by design als het <a href="../IAMA/">IAMA</a> geven enkele verschillen tussen de twee instrumenten. Deze bevindingen zijn te vinden in het rapport <a href="https://open.overheid.nl/documenten/7052294a-e70a-4084-88da-d09ae5f202cb/file">'Bekendheid, toepasbaarheid en toegevoegde waarde handreiking “non-discriminatie by design"'</a> van de Auditdienst Rijk.</p>
-<p>Zij geven aan dat het IAMA wordt gezien als instrument voor het nagaan van de impact van grondrechten in algemenere zin, waar de Handreiking zich specifiek richt op discriminatie. De handreiking bevat dan weer meer praktische voorbeelden die kunnen helpen bij begrip en afwegingen, waar de IAMA wat abstracter is.</p>
-<h3 id="relatie-tot-het-fairness-handbook">Relatie tot het Fairness Handbook</h3>
-<p>Over het <a href="../fairness-handbook/">Fairness Handbook</a> werd in het rapport aangegeven dat het een technischere uitwerking bevat dan de Handreiking. Het Handbook biedt wellicht meer houvast voor iemand die analyses maakt om inzicht te geven in de prestaties van het algoritme met het oog op ‘fairness’ en ‘bias’. Dit komt doordat het Handbook meer details geeft over de technische stappen die nodig zijn om te komen tot bepaalde analyses.</p>
-<h3 id="relatie-tot-toetsingskader-risicoprofielen-van-college-voor-de-rechten-van-de-mens">Relatie tot Toetsingskader Risicoprofielen van College voor de Rechten van de Mens</h3>
-<p>Ook het <a href="https://publicaties.mensenrechten.nl/publicatie/61a734e65d726f72c45f9dce">toetsingskader voor discriminatie door risicoprofielen van het College voor de Rechten van de Mens</a> kan worden gebruikt om te bepalen of er discriminatie plaatsvindt. Dit kader is afkomstig uit 2021 en er wordt gewerkt aan een nieuwe versie, die waarschijnlijk eind 2024 zal verschijnen. De verschillende stappen die daarin gebruikt worden om te bepalen of een risicoprofiel tot discriminatie leidt op grond van ras of nationaliteit, zijn zeer relevant. Daarvoor hebben zij <a href="https://publicaties.mensenrechten.nl/file/6ac9f9ec-c837-23b1-0032-5c2e684db188.pdf">een beslisboom ontwikkeld</a>.</p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereisten</h2>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/">grw-01 - Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/">grw-02 - Algoritmes discrimineren niet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/">aia-04 - Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen.</a></td></tr></tbody></table>
-
-<h2 id="bijbehorende-maatregelen">Bijbehorende maatregelen</h2>
-<table><thead><tr><th>Maatregel</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/">dat-01 - Controleer de datakwaliteit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/">ver-01 - Toets het algoritme op bias</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/">imp-02 - Doe aselecte steekproeven om algoritmes met 'risicogestuurde selectie’ te controleren</a></td></tr></tbody></table>
-
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2021/06/10/handreiking-non-discriminatie-by-design">Handreiking non-discriminatie by design</a></li>
-<li><a href="https://open.overheid.nl/documenten/7052294a-e70a-4084-88da-d09ae5f202cb/file">Onderzoeksrapport Bekendheid, toepasbaarheid en toegevoegde waarde handreiking 'non-discriminatie by design'</a></li>
-<li><a href="https://publicaties.mensenrechten.nl/publicatie/61a734e65d726f72c45f9dce">Toetsingskader voor discriminatie door risicoprofielen van het College voor de Rechten van de Mens (2021)</a></li>
-</ul>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<p>Heb jij een goed voorbeeld van het gebruik van de Handreiking non-discriminatie by design op het gebied van algoritmen? Laat het ons weten!</p>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/index.html
deleted file mode 100644
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--- a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/index.html
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-<p>Overzicht van aanbevolen hulpmiddelen voor het verantwoord ontwikkelen, gebruiken, beoordelen en monitoren van algoritmes en AI-systemen.</p>
-<h2 id="richtlijnen-en-andere-hulpmiddelen">Richtlijnen en andere hulpmiddelen</h2>
-<p>Met hulpmiddelen bedoelen we hulpmiddelen voor verantwoord en effectief gebruik van algoritmes en AI-systemen, zoals:</p>
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-<p>Deze hulpmiddelen helpen je bij het op een rij zetten, beoordelen en verbeteren van de kenmerken, prestaties, effecten en risico’s van algoritmes en AI.</p>
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-<p>Hulpmiddelen die we aanbevelen, zijn:</p>
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-<li>relatief bekend onder ambtenaren</li>
-<li>in gebruik door overheid, wetenschap of industrie </li>
-<li>positief beoordeeld door gebruikers</li>
-<li>geschikt voor algoritmes of AI-systemen van overheden</li>
-</ul>
-<p>Staat een instrument niet in onze selectie, dan kan het nog steeds een goed instrument zijn voor jouw organisatie. Er zijn dus meer hulpmiddelen mogelijk. We maken een selectie om 2 redenen:</p>
-<ul>
-<li>Een selectie is duidelijker. Als we alle hulpmiddelen aanbieden, is het voor gebruikers moeilijker te bepalen welk instrument of welke combinatie het meest geschikt is. Daarvoor lijken de hulpmiddelen te veel op elkaar.</li>
-<li>Een selectie kunnen we controleren op kwaliteit. We kunnen niet alle hulpmiddelen controleren.</li>
-</ul>
-<h2 id="sommige-hulpmiddelen-zijn-verplicht">Sommige hulpmiddelen zijn verplicht</h2>
-<p>Als een instrument verplicht is, staat dit er duidelijk bij. Een verplicht hulpmiddel is bijvoorbeeld de <a href="https://minbzk.github.io/Algoritmekader/vereisten/dpia_verplicht_bij_hoog_risico">Data protection impact assessment (DPIA)</a>.</p>
-<p>De meeste hulpmiddelen zijn niet verplicht. Bepaal zelf of je er gebruik van maakt. </p>
-<h2 id="overzicht-hulpmiddelen">Overzicht hulpmiddelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">Hulpmiddelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/ALTAI/index.html">Assessment List for Trustworthy Artificial Intelligence (ALTAI)</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/BIO/index.html">Baseline Informatiebeveiliging Overheid (BIO)</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/DEDA/index.html">De Ethische Data Assistent</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/DPIA/index.html">Data Protection Impact Assessment</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/IAMA/index.html">Impact Assessment Mensenrechten en Algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/algoritmeregister/index.html">Algoritmeregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/fairness-handbook/index.html">The Fairness Handbook</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/framework-meaningful-engagement/index.html">Framework for Meaningful Engagement</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/handreiking-non-discriminatie/index.html">Handreiking non-discriminatie by design</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/inkoopvoorwaarden/index.html">Inkoopvoorwaarden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/mensenrechtelijktoetsingskader/index.html">Discriminatie door risicoprofielen - Een mensenrechtelijk toetsingskader</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/onderzoekskader-adr/index.html">Onderzoekskader algoritmes Auditdienst Rijk 2023</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/toetsingskader-algemene-rekenkamer/index.html">Toetsingskader Algoritmes Algemene Rekenkamer</a></td></tr></tbody></table>
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-<p><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/probleemanalyse/">Probleemanalyse</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span></p>
-<h2 id="hulpmiddel">Hulpmiddel</h2>
-<p>Voorbeelden of templates van inkoopvoorwaarden kunnen helpen om een contract op te stellen dat een organisatie in staat stelt veilige en verantwoorde algoritmen of AI-systemen in te kopen. Deze worden ook wel eens modelcontractbepalingen genoemd.
-Deze voorwaarden of bepalingen kunnen opgenomen worden wanneer er een contract wordt afgesloten met een leverancier van een algoritme of algoritmisch systeem. 
-Er kunnen dan bijvoorbeeld beperkingen gelden om onaanvaardbare risico's van AI te vermijden, of bepaalde voorwaarden gesteld worden waaraan een algoritme juist moet voldoen. 
-Ook kunnen bepaalde <a href="../../maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/">voorwaarden worden opgenomen op basis van de vereisten</a> in het Algoritmekader.</p>
-<h3 id="europese-commissie">Europese Commissie</h3>
-<p>De Europese contractvoorwaarden voor AI bieden aanbestedende organisaties de mogelijkheid om specifieke clausules op te nemen in de overeenkomst. Op deze manier worden afspraken gemaakt over onderwerpen die in lijn zijn met de aankomende AI-Act. Er zijn 2 versies van de AI-inkoopvoorwaarden opgesteld: een <a href="https://www.pianoo.nl/sites/default/files/media/documents/2024-07/ai_procurement_clauses_template_high_risk_nl.pdf">set voorwaarden voor AI-toepassingen met een hoog-risicoprofiel</a> en een <a href="https://www.pianoo.nl/sites/default/files/media/documents/2024-07/AI_Procurement_Clauses_Template_NON_HIGH_RISK_NL-1.pdf">set voorwaarden voor AI-toepassingen met een laag-risicoprofiel</a>.</p>
-<h3 id="gemeente-amsterdam">Gemeente Amsterdam</h3>
-<p>De Europese contractvoorwaarden voor AI zijn gebaseerd op onder andere de modelbepalingen die de Gemeente Amsterdam al eerder opstelde. Deze dienen als voorbeeld voor andere gemeenten die algoritmische toepassingen willen inkopen.</p>
-<h3 id="ai-module-bij-arbit-2022">AI-module bij ARBIT-2022</h3>
-<p><a href="https://www.pianoo.nl/nl/actueel/nieuws/nieuw-ai-module-bij-de-modelovereenkomst-arbit-2022#:~:text=Voor%20de%20inkoop%20van%20hoog,de%20ARBIT%20te%20sluiten%20overeenkomst.">De AI-module bij de ARBIT</a> is gebaseerd op het gepubliceerd model van de Europese Commissie dat hierboven beschreven wordt. Via een verwijzing in de gebruikte modelovereenkomst kan de AI-module onderdeel gaan uitmaken van een onder de ARBIT te sluiten overeenkomst.</p>
-<p>De ARBIT zijn de Algemene Rijksinkoopvoorwaarden bij IT‑overeenkomsten (ARBIT) en zijn bedoeld voor kleine en middelgrote IT-inkopen door de overheid. <a href="https://www.pianoo.nl/nl/regelgeving/voorwaarden/rijksoverheid/algemene-rijksinkoopvoorwaarden-bij-it-overeenkomsten-arbit#:~:text=Rijksoverheid-,Algemene%20Rijksinkoopvoorwaarden%20bij%20IT%E2%80%91overeenkomsten%20(ARBIT),IT%2Dinkopen%20door%20de%20overheid.">Lees meer hierover op de website van PIANOo</a>.</p>
-<h2 id="relevantie">Relevantie</h2>
-<p>Steeds meer organisaties kopen algoritmische toepassingen in die veel impact hebben op gebruikers of beslissingen. Het is daarom van belang dat aanbestedende overheidsorganisaties afspraken maken met leveranciers, zodat de werking van de algoritmische toepassing transparant is en op een veilige en verantwoorde manier gebruikt wordt. Verschillende organisaties hebben daarom (voorbeeld-)contractvoorwaarden voor het inkopen van AI-systemen beschikbaar gesteld. Denk aan de Europese Commissie en de Gemeente Amsterdam.</p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereisten</h2>
-<p>Geen vereisten beschikbaar voor deze maatregel.</p>
-
-<h2 id="bijbehorende-maatregelen">Bijbehorende maatregelen</h2>
-<table><thead><tr><th>Maatregel</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/">dat-08 - Zorg dat je controle of eigenaarschap hebt over de data</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/">owp-16 - Laat aanbieder(s) bewijs leveren dat de door hen ontwikkelde algoritmes geen inbreuk maken op de auteursrechten van derden met de trainingsdata en de output.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/">owp-15 - Maak het leveren van bewijs voor het voldoen aan de vereisten voor algoritmes onderdeel van de beoordeling van een inschrijving.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/">owp-13 - Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/">owp-23 - Laat de aanbieder aangeven welke mate van opleiding en ondersteuning bij de implementatie nodig is om de beoogde algoritmes verantwoord te gebruiken.</a></td></tr><tr><td>2-owp-11-data-beschikbaarheid</td></tr></tbody></table>
-
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://www.amsterdam.nl/innovatie/digitalisering-technologie/algoritmen-ai/contractvoorwaarden-algoritmen/">Modelbepalingen voor gemeenten voor verantwoord gebruik van Algoritmische toepassingen</a></li>
-<li><a href="https://www.pianoo.nl/nl/document/21644/contractvoorwaarden-voor-het-inkopen-van-artificiele-intelligentie-ai">Contractvoorwaarden voor het inkopen van artificiële intelligentie (AI)</a></li>
-<li><a href="https://www.pianoo.nl/nl/actueel/nieuws/nieuw-ai-module-bij-de-modelovereenkomst-arbit-2022">AI-module bij de modelovereenkomst ARBIT-2022</a></li>
-</ul>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<p>Heb jij een goed voorbeeld van het gebruik van modelbepalingen of contractvoorwaarden op het gebied van algoritmen? Laat het ons weten!</p>
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-  <h1>Discriminatie door risicoprofielen - Een mensenrechtelijk toetsingskader</h1>
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-<p><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/probleemanalyse/">Probleemanalyse</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/bias-en-non-discriminatie/">Bias en non discriminatie</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/fundamentele-rechten/">Fundamentele rechten</a></span></span></p>
-<p><a class="md-button" href="https://publicaties.mensenrechten.nl/publicatie/61a734e65d726f72c45f9dce">Direct naar het Mensenrechtelijk Toetsingskader</a></p>
-<div class="admonition opmerking">
-<p class="admonition-title">Let op!</p>
-<p>Dit toetsingskader wordt momenteel vernieuwd. Een nieuwe versie wordt hier gepubliceerd zodra beschikbaar. </p>
-</div>
-<h2 id="hulpmiddel">Hulpmiddel</h2>
-<p>Dit toetsingskader helpt overheidsfunctionarissen om te bepalen wanneer risicoprofielen leiden tot discriminatie op grond van ras of nationaliteit.
-Het presenteert de (denk)stappen die doorlopen moeten worden om te toetsen of een risicoprofiel binnen de grenzen van het discriminatieverbod blijft.
-Het is belangrijk om te benadrukken dat het hierbij gaat om de juridische ondergrens van het discriminatieverbod, zoals geformuleerd door internationale en nationale rechters.
-Aan de regels uit dit toetsingskader moet de overheid zich dus ten minste houden. Dit laat onverlet dat de overheid kan beslissen om strengere regels te hanteren.</p>
-<h5 id="noot-voor-de-lezer"><em>Noot voor de lezer</em></h5>
-<p>Dit toetsingskader is gebaseerd op geldende verdragen, wetten en jurisprudentie tot aan november 2021. De normen en jurisprudentie op dit terrein zijn echter continu in ontwikkeling. Zo heeft het gerechtshof Den Haag in 2023 in een belangrijke uitspraak vastgesteld dat het gebruik van etnische kenmerken als een van de selectiecriteria voor controle, zoals dat plaatsvond binnen het ‘Mobiel Toezicht Veiligheid’ door de Koninklijke Marechaussee, in strijd is met het discriminatieverbod.</p>
-<p>Ook op Europees niveau is er nieuwe relevante jurisprudentie verschenen. Dit alles biedt een verdere aanscherping en concretisering van de geldende normen. Het College werkt daarom op dit moment aan een aangepast en doorontwikkeld toetsingskader waarin alle nieuwe ontwikkelingen worden verwerkt. </p>
-<h2 id="relevantie">Relevantie</h2>
-<p>Het spreekt voor zich dat overheidsinstanties zich bij het uitvoeren van hun taken moeten onthouden van discriminatie. Recente voorbeelden zoals de Kinderopvangtoeslagaffaire laten echter zien dat het in de praktijk toch mis kan gaan. Duidelijk is dat discriminerende elementen toch in risicoprofielen voorkomen. Dat heeft er mede mee te maken dat het voor medewerkers van uitvoeringsinstanties niet altijd duidelijk is wat in welke context wel en niet mag.</p>
-<p>Er komt daarbij veel kijken bij de beoordeling of een risicoprofiel binnen de grenzen van het discriminatieverbod blijft, zeker wanneer afkomst-gerelateerde kenmerken als selectiecriteria binnen dit risicoprofiel een rol spelen. In alle gevallen zal nauwkeurig afgewogen moeten worden welke kenmerken voor welke doeleinden worden gebruikt en hoe zich dat verhoudt tot het toepasselijke wettelijke kader. Dit toetsings- kader biedt handvatten voor het maken van deze afweging. </p>
-<h2 id="auteur">Auteur</h2>
-<p>Het Mensenrechtelijk Toetsingskader is ontwikkeld door het College voor de Rechten van de Mens.</p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereisten</h2>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/">grw-01 - Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/">grw-02 - Algoritmes discrimineren niet</a></td></tr></tbody></table>
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-<h2 id="bijbehorende-maatregelen">Bijbehorende maatregelen</h2>
-<table><thead><tr><th>Maatregel</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/">ver-01 - Toets het algoritme op bias</a></td></tr></tbody></table>
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-  <h1>Onderzoekskader algoritmes Auditdienst Rijk 2023</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
-<p><a class="md-button" href="https://open.overheid.nl/documenten/61b54381-d331-40ed-8fce-b2883b195f25/file">Direct naar het Onderzoekskader Algoritmes</a></p>
-<h2 id="hulpmiddel">Hulpmiddel</h2>
-<p>Dit onderzoekskader is een instrument om de beheersing van algoritmes in kaart te brengen.
-Het geeft inzicht in de risico’s die algoritmes met zich meebrengen en met welke maatregelen deze
-risico’s beheerst (kunnen) worden. </p>
-<p>Het onderzoekskader is in eerste instantie bedoeld als instrument voor auditors om de beheersing
-en werking van algoritmes binnen overheidsorganisaties te onderzoeken, maar is ook bruikbaar
-voor andere partijen om inzicht te krijgen in de huidige en/of gewenste beheersing van algoritme(s).</p>
-<p>Het kader richt zich op algoritmes die binnen overheidsorganisaties gebruikt worden. Het is
-ingericht op algoritmes die zelf van voorbeelden leren, zoals machine learning, maar is ook
-toepasbaar op regelgebaseerde algoritmes. Het kader is ook bruikbaar voor andere organisaties
-en kan bij verschillende fases van de levenscyclus van een algoritme worden ingezet. Mogelijk zijn
-niet alle thema’s relevant gezien de context van het algoritme. De opdrachtgever en auditor(s)
-dienen daarom voorafgaand aan een onderzoek te analyseren en te bepalen welke thema’s en
-onderwerpen worden onderzocht. Het onderzoekskader is ingedeeld in 4 thema’s: </p>
-<ul>
-<li>Sturing en Verantwoording</li>
-<li>Privacy</li>
-<li>Data en Model</li>
-<li>Informatiebeveiliging</li>
-</ul>
-<p>Ethiek raakt alle thema’s en komt daarom bij elk thema in het kader terug. Elk thema bevat
-deelgebieden en de risico’s en beheersmaatregelen die daarbij horen (inclusief de bron).
-Ook deze kunnen weer gerelateerd zijn aan een ander thema. Een apart werkbestand voor
-auditors is opgesteld wat kan worden gebruikt bij het uitvoeren van een onderzoek. Dit bestand
-heeft dezelfde opbouw, maar bevat ook invulvelden om als auditor het risico (kans x impact) in te
-schatten en de bevindingen op te nemen. Daarnaast zijn toelichtingen en voorbeelden van checks
-en evidence opgenomen per beheersmaatregel.</p>
-<h2 id="relevantie">Relevantie</h2>
-<p>Het onderzoekskader is ontwikkeld met behulp van nationale en internationale richtlijnen en
-kaders, rapporten en instrumenten, zoals de <a href="https://digital-strategy.ec.europa.eu/en/library/ethics-guidelines-trustworthy-ai">Ethics guidelines for trustworthy AI</a> van de Europese
-Commissie (EC), <a href="../IAMA/">Impact Assessment voor Mensenrechten bij de inzet van Algoritmes (IAMA)</a>, de
-<a href="https://open.overheid.nl/documenten/ronl-1411e45f-b822-49fa-9895-2d76e663787b/pdf">richtlijnen van het ministerie van JenV</a>, het <a href="../DPIA/">DPIA</a> model Rijksoverheid (gebaseerd op o.a. AVG) en
-de Guiding Principles Trustworthy AI Investigations van NOREA (beroepsvereniging IT-auditors
-Nederland). De bron van de betreffende risico’s en beheersmaatregelen is tevens opgenomen.</p>
-<p>Dit onderzoekskader is erg overkoepelend (net als het <a href="../toetsingskader-algemene-rekenkamer/">toetsingskader van de Algemene Rekenkamer</a>). Er zijn dan ook veel maatregelen in het Algoritmekader gebaseerd op maatregelen die in het kader van de ADR staan. <a href="../../maatregelen/">Bekijk alle maatregelen van het Algoritmekader hier</a>.</p>
-<h2 id="auteur">Auteur</h2>
-<p>Het Onderzoekskader Algoritmes is ontwikkeld door de Auditdienst Rijk  </p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereisten</h2>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/">aia-06 - Hoog-risico-AI-systemen zijn voorzien van voldoende technische documentatie.</a></td></tr></tbody></table>
-
-<h2 id="bijbehorende-maatregelen">Bijbehorende maatregelen</h2>
-<p>Geen maatregelen beschikbaar voor dit hulpmiddel.</p>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/toetsingskader-algemene-rekenkamer/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/toetsingskader-algemene-rekenkamer/index.html
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-  <h1>Toetsingskader Algoritmes Algemene Rekenkamer</h1>
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-<p><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
-<p><a class="md-button" href="https://www.rekenkamer.nl/onderwerpen/algoritmes/toetsingskader">Direct naar het Toetsingskader</a></p>
-<h2 id="hulpmiddel">Hulpmiddel</h2>
-<p>Het toetsingskader omvat 5 perspectieven op algoritmes, elk met hun belangrijkste risico's geformuleerd. Het gaat om Sturing en Verantwoordelijkheid, Model en Data, Privacy, IT-beheer en Ethiek. Voor elk risico is er een specifieke onderzoeksvraag opgesteld. Door deze vragen te beantwoorden en een score toe te kennen, krijgt de gebruiker inzicht in hoe goed het gekozen algoritme de risico's beheerst.</p>
-<p>De mate van risico voor een specifiek algoritme wordt bepaald door twee factoren: de gebruikte geavanceerde technieken en de impact van het algoritme op de burger.</p>
-<p>Het toetsingskader is in eerste instantie bedoeld als toetsinstrument voor auditors (controleurs en toezichthouders). Zij kunnen dit kader gebruiken om de risico's van het beoordeelde algoritme in beeld te krijgen.</p>
-<h2 id="relevantie">Relevantie</h2>
-<p>Het digitale toetsingskader 'Aandacht voor algoritmes' is ontwikkeld vanwege de toenemende maatschappelijke aandacht voor algoritmes en de behoefte aan een integraal instrument voor toetsing en analyse. Het is gebaseerd op bestaande informatie en raamwerken, zowel binnen het Rijk als door externe partijen zoals NOREA en grote accountantskantoren.</p>
-<p>Dit onderzoekskader is erg overkoepelend (net als het <a href="../onderzoekskader-adr/">onderzoekskader van de ADR</a>). Er zijn dan ook veel maatregelen in het Algoritmekader gebaseerd op maatregelen die in het kader van de Algemene Rekenkamer staan. <a href="../../maatregelen/">Bekijk alle maatregelen van het Algoritmekader hier</a>.</p>
-<h2 id="auteur">Auteur</h2>
-<p>Het Toetsingskader Algoritmes is ontwikkeld door de Algemene Rekenkamer </p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereisten</h2>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/">avg-01 - Persoonsgegevens worden op een rechtmatige manier verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/">avg-02 - Persoonsgegevens worden zo kort mogelijk bewaard.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/">avg-13 - Een gegevensbeschermingseffectbeoordeling (DPIA) is verplicht, indien een verwerking van persoonsgegevens waarschijnlijk een hoog risico inhoudt voor de rechten en vrijheden van natuurlijke personen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/">avg-09 - Betrokkenen kunnen een beroep doen op hun privacyrechten.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/">avg-05 - Persoonsgegevens zijn juist en actueel.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/">avg-11 - Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/">avg-07 - Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td></tr><tr><td>aia-35-verwerking-in-testomgeving</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr></tbody></table>
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-<h2 id="bijbehorende-maatregelen">Bijbehorende maatregelen</h2>
-<p>Geen maatregelen beschikbaar voor dit hulpmiddel.</p>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/index.html
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-  <h1>Bepaal of er genoeg experts beschikbaar zijn</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">org-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<!-- Vul hier een omschrijving in van wat deze maatregel inhoudt. -->
-<p>Bepaal welke expertise en capaciteit noodzakelijk is voor het ontwikkelen, inkopen en gebruiken van algoritmes en stel vast of er voldoende expertise en capaciteit beschikbaar is.</p>
-<h2 id="toelichting">Toelichting</h2>
-<!-- Geef hier een toelichting van deze maatregel -->
-<ul>
-<li>Bepaal welke expertise en capaciteit binnen de organisatie noodzakelijk is voor het ontwikkelen, inkopen en gebruiken van algoritmes.</li>
-<li>Dit is sterk afhankelijk van de specifieke toepassing en de inzichten die voortkomen uit risicoanalyses. Hoe complexer en risicovoller de toepassing, des te meer expertise en capaciteit noodzakelijk is. </li>
-<li>Interne en externe actoren die betrokken zijn bij het ontwikkelen, inkopen en gebruik moeten over voldoende expertise en capaciteit beschikken om hun taken naar behoren uit te voeren.</li>
-<li>Stel vast of er afhankelijkheden van externe aanbieders ontstaan.  </li>
-<li>Bepaal voorafgaand aan het (laten) ontwikkelen of inkopen van algoritmes of voldoende expertise en capaciteit beschikbaar is om tot een verantwoorde inzet ervan te komen.</li>
-<li>Leg vast of er voldoende expertise en capaciteit beschikbaar is en onderbouw dit in projectdocumentatie.</li>
-<li>Om menselijke controle te kunnen uitoefenen in verschillende fases van de ontwikkeling (of inkoop) van algortimes moet de mens bepaalde kennis, tijd en vaardigheden hebben. Alleen met de juiste kennis, tijd en vaardigheden kunnen risico’s op tijd geïdentificeerd en afgedekt worden. Deze kennis en expertise kan ook buiten de organisatie liggen, maar dan is het belangrijk om verantwoordelijkheden goed vast te leggen.     </li>
-</ul>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
-<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/">aia-21 - Menselijk toezicht van hoog-risico-AI-systemen wordt uitgevoerd door mensen met voldoende kennis en mogelijkheden.</a></td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<!-- Vul hier de relevante bronnen in voor deze maatregel -->
-
-<ul>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, SV.12 </a></li>
-<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 1.04</a></li>
-<li><a href="https://op.europa.eu/en/publication-detail/-/publication/949913fa-aae4-11ef-acb1-01aa75ed71a1/language-en">Competencies and governance practices for AI in the public sector. Zie hoofdstuk 4</a></li>
-</ul>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
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-<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
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-  <h1>Stel beleid op voor een verantwoorde inzet van algoritmes binnen de organisatie.</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">org-04</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Stel beleid op voor een verantwoorde inzet van algoritmes binnen de organisatie. </p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Een duidelijk beleid over de inzet van algoritmes helpt organisaties te voldoen aan de vereisten voor het verantwoord gebruik ervan. Hierin worden zaken beschreven als:</p>
-<ul>
-<li>
-<p>Hoe de inzet van algoritmes gaat bijdragen aan het realiseren van de organisatiedoelstellingen. </p>
-</li>
-<li>
-<p>Het beschrijven van de stappen die moeten worden gezet om algoritmes op een verantwoorde wijze in te gaan zetten. Dit is afhankelijk en verschilt per type algoritme en de bijbehorende risicoclassificatie.</p>
-</li>
-<li>
-<p>Het beschrijven van welke hulpmiddelen in welke gevallen moeten worden ingezet om te voldoen aan de vereisten die gelden voor algoritmes. Hierbij kan worden gedacht aan:</p>
-<ul>
-<li>Een <a href="../../hulpmiddelen/IAMA/">Impact Assessment Mensenrechten en Algoritmes</a>.</li>
-<li>Een <a href="../../hulpmiddelen/DPIA/">Data Protection Impact Assessment</a>.</li>
-<li>Het hanteren van <a href="../../hulpmiddelen/inkoopvoorwaarden/">inkoopvoorwaarden</a>.</li>
-</ul>
-</li>
-<li>
-<p>Hoe burgers worden geïnformeerd over de inzet van algoritmes door de organisatie (communicatiestrategie) en welke kanalen hiervoor kunnen worden gebruikt. Hierbij kan worden gedacht aan:</p>
-<ul>
-<li>Het <a href="../../hulpmiddelen/algoritmeregister/">Algoritmeregister</a> voor het publiceren van hoog risico AI-systemen of impactvolle algoritmes. </li>
-<li>Een algemene pagina op de website met informatie over de inzet van algoritmes.</li>
-<li>Het <a href="../6-imp-08-vermelding-in-verwerkingsregister/">verwerkingsregister</a>.</li>
-<li>Een intern registratiesysteem, bijvoorbeeld voor het registreren van laag risico of niet-impactvolle algoritmes zodat deze informatie voor medewerkers beschikbaar is.</li>
-<li>In welke gevallen een <a href="../6-imp-09-politiek-bestuurlijk-besluit/">(openbaar) besluit</a> wordt genomen door het bestuur over de inzet van een algoritme. </li>
-</ul>
-</li>
-<li>
-<p>Er is beschreven welke informatie over welke typen algoritmes wordt gecommuniceerd met betrokkenen bij de ontwikkeling of gebruik ervan door de organisatie. </p>
-</li>
-<li>
-<p>Er is beschreven welke stappen worden gezetten in het geval dat er incidenten ontstaan rondom de inzet van algoritmes, denk hierbij aan een <a href="../0-org-15-discriminatieprotocol/">discriminatieprotocol</a>.</p>
-</li>
-<li>
-<p>Dit beleidsdocument is beschikbaar en toegankelijk voor geïnteresseerden. </p>
-</li>
-</ul>
-<h2 id="bronnen">Bronnen</h2>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
-
-<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr></tbody></table>
-
-<h2 id="risico">Risico</h2>
-<p>Zonder duidelijk beleid over de inzet van algoritmes kan het gebeuren dat algoritmes worden ontwikkeld of gebruikt die niet passend zijn binnen de organisatie. </p>
-<h2 id="voorbeelden">Voorbeelden</h2>
-<ul>
-<li><a href="https://www.google.com/url?sa=t&amp;rct=j&amp;q=&amp;esrc=s&amp;source=web&amp;cd=&amp;ved=2ahUKEwjJr-7HwtSJAxWN8rsIHaOPNmkQFnoECBQQAw&amp;url=https%3A%2F%2Fassets.amsterdam.nl%2Fpublish%2Fpages%2F1053010%2Fhandreiking_algoritmen.pdf&amp;usg=AOvVaw3xCc4gbijZmLQayb7o02Pf&amp;opi=89978449">Controle op algoritmes</a></li>
-<li>ISO/IEC 42001: Artificial intelligence (AI) Management System</li>
-<li><a href="https://www.amsterdam.nl/innovatie/digitalisering-technologie/algoritmen-ai/algoritmen/">Webpagina van gemeente Amsterdam over algoritmes</a>.</li>
-</ul>
-<p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>
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-  <h1>Maak een plan voor het omgaan met risico’s</h1>
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-<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">org-03</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<!-- Vul hier een omschrijving in van wat deze maatregel inhoudt. -->
-<p>Pas risicobeheer gestructureerd toe voorafgaand en gedurende de ontwikkeling en gebruik van algoritmes.</p>
-<h2 id="toelichting">Toelichting</h2>
-<!-- Geef hier een toelichting van deze maatregel -->
-<ul>
-<li>Bepaal tijdig, bijvoorbeeld in de probleemanalyse- of ontwikkelfase, om wat voor toepassing het gaat (algoritme of AI-systeem) en bepaal welke risicoclassificatie hierbij hoort.</li>
-<li>Bepaal op basis van de toepassing en de risicoclassificatie, welke aspecten van risicobeheer moeten worden toegepast.</li>
-<li>Inventariseer tijdig, bijvoorbeeld in de probleemanalayse- of ontwikkelfase, bij betrokken experts welke beleidskaders en hulpmiddelen binnen de organisatie moeten worden ingezet om risicobeheer toe te passen.</li>
-<li>Bepaal op basis van de levenscyclus van een algoritme of AI-systeem wanneer welke aspecten van risicobeheer moeten worden toegepast. </li>
-<li>Maak inzichtelijk op welke niveaus risicobeheer kan en moet worden belegd bij het ontwikkelen en gebruiken van algoritmes.</li>
-<li>Daarbij gaat het om het identificeren, analyseren, evalueren (afhankelijk van de risicobereidheid), behandelen (risicoreactie, o.a. maatregelen), monitoren &amp; beoordelen en communiceren &amp; rapporteren van risico's.</li>
-<li>Gedurende de levenscyclus van een algoritme of AI-systemen kunnen nieuwe risico's ontstaan waar mogelijk nieuwe maatregelen voor moeten worden getroffen. Het is van belang dat iteratief wordt gewerkt aan mitigerende maatregelen en dat risicobeheer periodiek wordt toegepast.</li>
-</ul>
-<p>Let op! Sommige maatregelen in het Algoritmekader gaan dieper in op het uitvoeren van risicoanalyses. </p>
-<h2 id="risico">Risico</h2>
-<p>Risico's worden niet (tijdig) vastgesteld en adequaat geadresseerd en behandeld.  </p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
-
-<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/">aia-03 - Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<!-- Vul hier de relevante bronnen in voor deze maatregel -->
-<ul>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, SV.13 </a></li>
-<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 1.03</a></li>
-<li>Algoritmekader</li>
-</ul>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
-
-<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
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-  <h1>Zorg voor politiek-bestuurlijk bewustzijn, betrokkenheid, en verantwoordelijkheid.</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">org-04</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Zorg voor politiek-bestuurlijk bewustzijn, betrokkenheid, en verantwoordelijkheid. </p>
-<h2 id="toelichting">Toelichting</h2>
-<ul>
-<li>Voor een passende algoritmegovernance is politiek-bestuurlijk bewustzijn, betrokkenheid en verantwoordelijkheid essentieel. </li>
-<li>De kernvraag voor publieke organisaties bij de inzet van algoritmen is altijd: Hoe wegen we (als publieke organisatie of samenleving) de voordelen en nadelen van de inzet van algoritmen? </li>
-<li>Dit is per definitie een kwalitatieve en politieke vraag.</li>
-<li>Dit gaat niet alleen over direct opbrengsten maar ook over lange termijn en indirecte effecten, de mate waarin de inzet van technologie bijdraagt aan de legitimiteit van publieke organisatie en hoe burgers met deze technologie worden bejegend. </li>
-<li>Om te zorgen voor politiek-bestuurlijke betrokkenheid kan het helpen om een <a href="../0-org-02-beleid_opstellen_inzet_algoritmes/">meerjarige visie/strategie rondom verantwoorde inzet</a> te formuleren waar een communicatiestrategie richting burgers onderdeel van is.</li>
-<li>Zorg ervoor dat bestuurders bewust zijn van de voor- en nadelen van de inzet van algoritmes en daarnaar kunnen handelen.</li>
-<li>Dit ondersteunt teams bij het maken van de juiste overwegingen bij de ontwikkeling en gebruik van algoritmes. Het geeft ook inzicht wanneer de politiek of bestuurlijk verantwoordelijke(n) moeten worden betrokken bij het project om beslissingen te nemen, bijvoorbeeld of de mate van onbewuste vooringenomenheid (bias) binnen acceptabele grenzen ligt. </li>
-<li>Het doorlopen van een concrete casus voor de ontwikkeling en gebruik van een algoritme, inclusief het uitvoeren van een IAMA, kan waardevolle informatiegeven om een meerjarige visie of strategie op te stellen. </li>
-</ul>
-<h2 id="bronnen">Bronnen</h2>
-<p><a href="https://rekenkamer.rotterdam.nl/onderzoeken/kleur-bekennen/">Kleur bekennen - vervolgonderzoek algoritmes</a></p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
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-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<p>Geen vereisten beschikbaar voor deze maatregel.</p>
-</details>
-<h2 id="risico">Risico</h2>
-<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
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-<h2 id="voorbeelden">Voorbeelden</h2>
-<div class="admonition example">
-<p class="admonition-title">Voorbeeld gemeente Rotterdam</p>
-<p>Één van de belangrijkste hoofdconclusies van het rapport <a href="https://rekenkamer.rotterdam.nl/wp-content/uploads/2024/05/RO2205-kleur-bekennen-vervolgonderzoek-algoritmes-rekenkamer-rotterdam.pdf">Kleur Bekennen</a> van de gemeente Rotterdam, opgesteld door de Algemene Rekenkamer, onderstreept het belang van actief bestuur binnen algoritme- en AI-governance: </p>
-<blockquote>
-<p>"Het ontbreekt aan een politiek-bestuurlijk kader dat duidelijk maakt welke normen en principes leidend zijn bij de ontwikkeling en het gebruik van algoritmes. Dit heeft als effect dat belangrijke besluit over bijvoorbeeld wenselijkheid, haalbaarheid, transparantie en bias bij de ambtelijke organisatie komen te liggen. Deze besluiten vragen om een politieke afweging".</p>
-</blockquote>
-<p>De algoritmegovernance van de <a href="https://rekenkamer.rotterdam.nl/wp-content/uploads/2024/05/RO2205-kleur-bekennen-vervolgonderzoek-algoritmes-rekenkamer-rotterdam.pdf">Gemeente Rotterdam</a> bestaat uit de volgende onderdelen: </p>
-<ol>
-<li>een visie op de inzet van algoritmes;</li>
-<li>instrumentarium voor risicobeheersing dat onder andere bestaat uit een risico-assessment en een mensenrechtenassessment; </li>
-<li>een uiteenzetting van rollen en verantwoordelijkheden en; </li>
-<li>een omschrijving van de verantwoordelijkheden voor controle en advies.</li>
-</ol>
-<p>Deze stappen volgen kan helpen bij het inrichten van een algoritmegovernance.</p>
-</div>
-<p>Heb je een voorbeeld of best practice, laat het ons weten via algoritmes@minbzk.nl</p>
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-  <h1>Sluit algoritmegovernance aan op bestaande governancestructuren binnen de organisatie.</h1>
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-<h2 id="maatregel">Maatregel</h2>
-<p>Sluit algoritmegovernance aan op bestaande governancestructuren binnen de organisatie.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Bij de vormgeving van een algoritmegovernance van een organisatie is het van belang om aansluiting en samenwerking te bewerkstelligen met huidige governancestructuren binnen de organisatie, zoals:</p>
-<ul>
-<li>
-<p>IT governance</p>
-</li>
-<li>
-<p><a href="../../../onderwerpen/data/#goed-databeheer-datagovernance-en-datamanagement">datagovernance</a></p>
-</li>
-<li>
-<p>informatiebeveiliging zoals governance rondom de <a href="https://www.digitaleoverheid.nl/overzicht-van-alle-onderwerpen/nis2-richtlijn/">NIS2 richtlijn</a></p>
-</li>
-<li>
-<p><a href="https://www.cip-overheid.nl/media/eeqkauey/20200814-handleiding-privacy-governance-v3_2.pdf">privacygovernance</a></p>
-</li>
-</ul>
-<p>Deze governancestructuren kunnen waardevolle aanknopingspunten bieden voor algoritmegovernance, omdat hierin vaak al duidelijke afspraken zijn gemaakt en processen zijn geschreven om bijvoorbeeld risico's zo goed mogelijk te managen.
-In veel organisaties werken bijvoorbeeld privacy- en informatiebeveiliging en informatiebeheerders nauw samen van strategisch organisatieniveau tot operationeel, omdat deze onderwerpen raken aan beide domeinen. 
-Voor een verantwoorde inzet van algoritmes zullen deze expertise moeten gaan samengewerkt met andere expertise, zoals die van data science en ethiek.
-Het is van belang dat deze expertises tijdig en voldoende ruimte krijgen om samen te werken, zodat de functionele en niet functionele requirements kunnen worden gedefinieerd voor een verantwoorde inzet van algoritmes.<br />
-Stel vast waar deze expertise elkaar nodig hebben en waar deze zelfstandige taken en verantwoordelijkheden hebben. 
-Voorgaande geeft inzichten om te bepalen in hoeverre algoritmegovernance, naast de bestaande governancestructuren, moet worden ingericht.</p>
-<p>De volgende vragen kunnen bedragen om bovenstaande inzichtelijk te krijgen:
-- Welke lessen zijn geleerd met de implementatie van de AVG of de toepassing van de BIO?
-- Is er iemand intern verantwoordelijk gemaakt voor (toezicht op) algoritmes?
-- Hoe werken experts vanuit verschillende onderwerpen zoals privacy, informatiebeheer, informatiebeveiliging en data op dit moment samen als het gaat om de inzet van algoritmes?</p>
-<h2 id="bronnen">Bronnen</h2>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
-
-<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<p>Geen vereisten beschikbaar voor deze maatregel.</p>
-</details>
-<h2 id="risico">Risico</h2>
-<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
-
-<h2 id="voorbeelden">Voorbeelden</h2>
-<p>Een concreet voorbeeld van samen optrekken is <a href="https://www.cip-overheid.nl/media/av0dmahv/20230614-gezamenlijk-gebruik-iama-en-model-dpia-rijksdienst-v1-0.pdf">deze handreiking</a> om de IAMA en DPIA gezamelijk uit te voeren.</p>
-<div class="admonition example">
-<p class="admonition-title">Voorbeeld: Ervaringen Kadaster</p>
-<ol>
-<li>Bij inwerkingtreding van de AVG ging men snel aan de slag met DPIA’s, vinkenlijstjes. Let op voor een schijndossier: Begrijp wat er toegepast moet worden, voordat je aan de slag gaat; niet uitvoeren om maar te laten zien dat je eraan voldoet.</li>
-<li>Nadenken over governance. De FG is bij de wet geregeld, maar er is meer nodig. Welke profielen heeft de ondersteuning voor de uitvoering; (centrale) privacy officers en is hier ruimte voor?</li>
-<li>Zorg dat interpretaties over wet- en regelgeving gelijk zijn binnen de organisatie en de collega’s die binnen de governance structuur samenwerken.</li>
-<li>Er is beleid gemaakt, maar in de praktijk is te weinig capaciteit om dit uit te voeren. Stel een realistisch beleidsplan op om de gestelde doelen daadwerkelijk te kunnen realiseren. </li>
-</ol>
-<p><em>Centrale privacy officer Kadaster</em></p>
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-  <h1>Gebruik een algoritme volwassenheidsmodel om te weten waar de organisatie staat</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">org-06</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Breng de volwassenheid van je organisatie op het gebied van algoritmes in kaart.</p>
-<h2 id="toelichting">Toelichting</h2>
-<ul>
-<li>Om tot een passende algoritmegovernance voor een organisatie te komen, moet eerst worden vastgesteld wat op dit moment al is ingericht binnen een organisatie op het gebied van algoritmes.</li>
-<li>Hiervoor kan een volwassenheidsmodel worden toegepast.</li>
-<li>Op basis hiervan kunnen vervolgstappen worden gedefinieerd, zodat je een handelingsperspectief hebt om je organisatie te organiseren. Ook kunnen deze uitkomsten helpen bewustzijn over de uitdagingen te vergroten.</li>
-<li>Het is denkbaar dat het realiseren van algoritmegovernance vraagt om een organisatieverandering. De noodzaak voor implementatie van de AI-Verordening kan hier een katalysator voor zijn. Pas daarom verandermanagementtechnieken toe.</li>
-<li>Deel deze informatie met het bestuur en zorg dat hier bewustzijn ontstaat. Bepaal vervolgens hoe algoritmegovernance moet worden ingericht.</li>
-<li>Het is aan te raden om verantwoordelijkheden te beleggen voor het realiseren van algoritmegovernance.</li>
-</ul>
-<h2 id="bronnen">Bronnen</h2>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
-
-<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<p>Geen vereisten beschikbaar voor deze maatregel.</p>
-</details>
-<h2 id="risico">Risico</h2>
-<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
-
-<h2 id="voorbeelden-van-volwassenheidsmodellen">Voorbeelden van volwassenheidsmodellen</h2>
-<p>Er zijn verschillende modellen om het volwassenheidsniveau te bepalen. Deze modellen richten zich niet altijd specifiek op het beheer van algoritmes, maar kijken breder naar algoritmes in de organisatie of naar ethische vraagstukken. Governance is altijd een onderdeel van deze modellen.</p>
-<h3 id="ai-ethics-maturity-model-van-krijger-thuis-de-ruiter-ligthart-broekman-2023">AI ethics maturity model van Krijger, Thuis, de Ruiter, Ligthart &amp; Broekman (2023)</h3>
-<p>Het <a href="https://link.springer.com/article/10.1007/s43681-022-00228-7">AI ethics maturity model van Krijger, Thuis, de Ruiter, Ligthart &amp; Broekman (2023)</a> brengt de volwassenheid op verschillende niveau's in kaart op basis van zes categorieën:</p>
-<ul>
-<li>awareness &amp; culture</li>
-<li>policy</li>
-<li>governance</li>
-<li>communication &amp; training</li>
-<li>pevelopment proces</li>
-<li>tooling</li>
-</ul>
-<h3 id="het-datavolwassenheidsmodel-van-de-ibds">Het Datavolwassenheidsmodel van de IBDS</h3>
-<p>Het datavolwassenheidmodel van de Interbestuurlijke Datastrategie (IBDS) kijkt naar hoe goed organisaties omgaan met data. Dit model is ook belangrijk voor kunstmatige intelligentie (AI), omdat data daar een grote rol speelt. Het model heeft een <a href="https://realisatieibds.nl/groups/view/c23ab74c-adb4-424e-917d-773a37968efe/kenniscentrum-van-de-ibds/wiki/view/2447d2a8-6c48-468d-9739-00772688853f/beslishulp-datavolwassenheid">beslishulp datavolwassenheid</a> waarmee bepaald kan worden hoe volwassen een organisatie is met data. IBDS biedt ook een <a href="https://realisatieibds.nl/page/view/ad94d97c-4d48-443c-aedd-235b2d0ca8b6/wegwijzer-volwassenheidsmodellen">gids</a> met verschillende manieren om de datavolwassenheid in kaart te brengen.</p>
-<h3 id="innovatie-en-volwassenheid">Innovatie en volwassenheid</h3>
-<p>Het gebruik van algoritmes wordt vaak gezien als een vorm van innovatie. Hoe kan AI helpen bij het ondersteunen van nieuwe ideeën en het vinden van nieuwe toepassingen? Een voorbeeld van een volwassenheidsmodel over innovatie is de <a href="https://www.rijksorganisatieodi.nl/innoveren-met-impact/onze-services/innovatie-maturity-scan">Innovatie Maturity Scan</a> van Innoveren met Impact.</p>
-<h3 id="mitre-ai-maturity-model-en-organizational-assessment-tool">MITRE AI Maturity Model en Organizational Assessment Tool</h3>
-<p>Het <a href="https://www.mitre.org/news-insights/publication/mitre-ai-maturity-model-and-organizational-assessment-tool-guide">AI Maturity Model</a> en de bijbehorende Organizational Assessment Tool zijn ontwikkeld door de Amerikaanse organisatie <a href="https://www.mitre.org/">MITRE</a>. MITRE is een non-profitorganisatie en enigzins vergelijkbaar met het Nederlandse TNO. Dit volwassenheidsmodel onderscheidt een zestal pijlers in de AI volwassenheid van een organisatie en daarbij een vijftal volwassenheidsniveaus. Het volwassenheidsmodel en assessment zijn goed gedocumenteerd.</p>
-<p><a href="https://www.mitre.org/news-insights/publication/mitre-ai-maturity-model-and-organizational-assessment-tool-guide"><img alt="MITRE AI Maturity Model" src="../images/MITRE_Maturity-Model-Overview_0.png" /></a></p>
-<hr />
-<p>Heb je een voorbeeld of best practice, laat het ons weten via <a class="email" href="mailto:algoritmes@minbzk.nl">algoritmes\@minbzk.nl</a></p>
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-  <h1>Maak gebruik van beslismomenten  in de algoritmelevenscyclus</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">org-08</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Maak gebruik van beslismomenten in de levenscyclus van een algoritme.</p>
-<h2 id="toelichting">Toelichting</h2>
-<ul>
-<li>Algoritmegovernance kan op de levenscyclus aansluiten door 'gates' of controlepunten in te voeren. Deze gates bevatten belangrijke mijlpalen om te beoordelen of de juiste taken zijn uitgevoerd, of ethische afwegingen zijn geamaakt, of documentatie heeft plaatsgevonden en of akkoord is ingewonnen (go/no-go moment) bij de verantwoordelijke(n) om naar de volgende fase te mogen. </li>
-<li>Het is belangrijk om te weten dat toepassing van deze ‘gates’ niet altijd hetzelfde is. Dit kan namelijk verschillen afhankelijk van het type algoritme. </li>
-<li>Een hoog-risico-AI-systeem moet aan meer vereisten voldoen dan een niet impactvol algoritme. Een hoog-risico AI-systeem moet daarom binnen de gates worden getoetst op meer onderdelen dan een niet impactvol algoritme.</li>
-</ul>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li>Hulpmiddel handelingsruimte waardevolle AI in de zorg ([presentatie](https://nlaic.com/wp-content/uploads/2022/06/04a.</li>
-<li>Hulpmiddel-Handelingsruimte-Waardevolle-AI-voor-gezondheid-en-zorg.pdf))(<a href="https://nlaic.com/wp-content/uploads/2022/08/NLAIC_AI-Lifecycle-management-in-de-zorg-samenvatting_V1.2.pdf">samenvatting</a>) is beschikbaar via de <a href="https://nlaic.com/toepassingsgebied/gezondheid-en-zorg/">NL AI Coalitie</a> en <a href="https://www.datavoorgezondheid.nl/wegwijzer-ai-in-de-zorg/documenten/publicaties/2021/07/15/hulpmiddel-handelingsruimte-waardevolle-ai-voor-gezondheid">Data voor gezondheid</a></li>
-<li>UWV Beleidsdocument model risico management, Modellevenscyclus (blz 21), 29 september 2021</li>
-<li>Lifecyclemanagement in het <a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">toetsingskader</a> van de Algemene Rekenkamer nr (1.07) .</li>
-</ul>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
-<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<p>Geen vereisten beschikbaar voor deze maatregel.</p>
-</details>
-<h2 id="risico">Risico</h2>
-<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
-
-<h2 id="voorbeelden">Voorbeelden</h2>
-<p>Hieronder volgen twee voorbeelden van hoe governance effectief kan worden geïntegreerd in de levenscyclus van algoritmen en AI-modellen:</p>
-<div class="admonition example">
-<p class="admonition-title">Ministerie VWS In de levenscyclus</p>
-<p>In het <a href="https://nlaic.com/wp-content/uploads/2022/06/04a.-Hulpmiddel-Handelingsruimte-Waardevolle-AI-voor-gezondheid-en-zorg.pdf#page=3">hulpmiddel handelingsruimte waardevolle AI in de zorg</a> is tussen elke fase in de levenscyclus een ‘gate’ geplaatst. Tussen de afronding van een fase en de start van de daaropvolgende fase wordt een formele poort geplaatst. Om door deze poort te gaan, moet de voorgaande fase volledig zijn afgerond: vraagstukken dienen beantwoord te zijn, activiteiten uitgevoerd en aan interne en externe vereisten dient te zijn voldaan. Deze zaken kunnen in de vorm van documentatie aan de organisatie worden opgeleverd, waarna een gesprek of review kan plaatsvinden.</p>
-<p>Het vormgeven van deze overgangen geeft verantwoordelijke stakeholders binnen de organisatie een structuur om de ontwikkeling en inzet van algoritmen in elke fase te beoordelen en bij te sturen. De gezamenlijke kernvraag voor alle betrokkenen in de gates is: Geloven we dat de voordelen van de inzet (en ontwikkeling) van dit algoritme opwegen tegen eventueel te verwachten nadelen? En hoe gaan we om met deze dilemma's? Daarbij kunnen opvolgende fasen in de levenscyclus een eigen accentvraag kennen, zoals “Is het beoogde algoritme wenselijk?” in de probleemanalyse fase tot “Levert het algoritme nog de waarde op die we beogen?” tijdens de monitoring- en beheerfase.</p>
-<p><a class="glightbox" href="../../../afbeeldingen/levenscyclus/modellevenscyclus_vws.png" data-type="image" data-width="auto" data-height="auto" data-desc-position="bottom"><img alt="Afbeelding" src="../../../afbeeldingen/levenscyclus/modellevenscyclus_vws.png" /></a></p>
-</div>
-<div class="admonition example">
-<p class="admonition-title">Voorbeeld: Het UWV</p>
-<p>In haar modellevenscyclus [^3] maakt het UWV gebruik van een gelaagdheid in de “gates” door gebruik te maken van een zachte en harde knip tussen de opvolgende fasen. Enerzijds is er een zachte knip voorzien door aan het eind van elke fase de mogelijkheid te laten om een stap terug te zetten in de levenscyclus. Mocht het onduidelijk zijn wat de beoogde voordelen zijn ten opzichte van de nadelen, of er onvoldoende invulling gegeven is aan de vereisten/activiteiten, dan kan het algoritme of AI-model ontwikkelproces bij een zachte knip een stap terugnemen in de levenscyclus. Anderzijds zijn er 4 harde grenzen in de levenscyclus aangebracht waarin formele vereisten aan het ontwikkeltraject worden opgelegd.</p>
-<p><a class="glightbox" href="../../../afbeeldingen/levenscyclus/modellevenscyclus_uwv.png" data-type="image" data-width="auto" data-height="auto" data-desc-position="bottom"><img alt="Afbeelding" src="../../../afbeeldingen/levenscyclus/modellevenscyclus_uwv.png" /></a></p>
-</div>
-<div class="admonition example">
-<p class="admonition-title">Voorbeeld: BD (Analytische en Cognitieve Technologie - CoE Cognitieve Oplossingen)</p>
-<p>Enkele ervaringen m.b.t. levencyclus:
-Plot sleutelmomenten en mijlpaal momenen in die nodig zijn om het proces te kunnen laten werken en bepaal de requirements die daarmee samenhangen.
-Richt als eerste een basis (b.v. voor low risk) de AI-governance in op operationeel niveau, implementeer deze basis en stel gaandeweg/ondertussen op basis van o.a. best practices de requirements op naar de "wereld" er om heen (tactisch en strategisch niveau). </p>
-<p><a class="glightbox" href="https://github.com/user-attachments/assets/ecb5f3d6-9fd5-4a24-a453-3cfbc32ab810" data-type="image" data-width="auto" data-height="auto" data-desc-position="bottom"><img alt="image" src="https://github.com/user-attachments/assets/ecb5f3d6-9fd5-4a24-a453-3cfbc32ab810" /></a></p>
-</div>
-<div class="admonition example">
-<p class="admonition-title">Voorbeeld: Algoritmeprocesmodel Ministerie van Defensie</p>
-<p>Het Ministerie van Defensie heeft een "algoritmeprocesmodel" ontwikkeld. Op level 1 is het een levenscyclus zoals ook in het Algoritmekader. Op level 2  wordt ingegaan op de rollen en verantwoordelijkheden. Op level 3 zijn ook formulieren om op specifieke momenten in de AI-levenscyclus de juiste documentatie op te leveren. N.B.: Defensie heeft dit ingericht in Sharepoint, waardoor verantwoordelijken te koppelen zijn aan activiteiten in de levenscyclus.</p>
-<p><a class="glightbox" href="https://github.com/user-attachments/assets/53f70d22-c188-44f1-9f04-a16cef21482a" data-type="image" data-width="auto" data-height="auto" data-desc-position="bottom"><img alt="image" src="https://github.com/user-attachments/assets/53f70d22-c188-44f1-9f04-a16cef21482a" /></a></p>
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-  <h1>Richt algoritmegovernance op basis van de risicoclassificatie van algoritmes.</h1>
-
-<h2 id="maatregel">Maatregel</h2>
-<p>Richt algoritmegovernance in op basis van de risicoclassificatie van algoritmes.</p>
-<h2 id="toelichting">Toelichting</h2>
-<ul>
-<li>Er is een verschil in de vereisten die van toepassing zijn op type algoritmes. Dit is mede afhankelijk van de risioclassificatie en de impact van het algoritme op betrokkenen.</li>
-<li>Zo zullen op basis van de AI-verordening meer vereisten moeten worden nageleefd bij hoog-risico AI-systemen, dan voor een AI-systeem met een beperkt risico. </li>
-<li>
-<p>Dit betekent dat algoritmegovernance uitgebreider moet zijn voor de risicovollere, complexere toepassingen dan voor de eenvoudige, niet-risicovolle toepassingen.</p>
-</li>
-<li>
-<p>Stel daarom tijdig vast om welk type algoritme het gaat en welke vereisten hiervoor gelden. Dat draagt eraan bij dan alleen wordt gefocust op het realiseren van de vereisten waar daadwerkelijk aan moet worden voldaan. Dit zorgt ervoor dat projecten sneller kunnen worden gerealiseerd.</p>
-</li>
-<li>Let op dat niet enkel naar de AI-verordening wordt gekeken. Ook op impactvolle algoritmes die niet vallen onder het bereik van de AI-Verordening zijn ook vereisten van toepassing, en moet algoritmegovernance op worden toegepast.</li>
-<li>Is algoritmegovernance nieuw bij jouw organisatie, dan kan het helpen om een use-case met beperkt risico grondig te doorlopen om hiervan te leren.</li>
-</ul>
-<h2 id="bronnen">Bronnen</h2>
-<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
-
-<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<p>Geen vereisten beschikbaar voor deze maatregel.</p>
-</details>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<p>Geen vereisten beschikbaar voor deze maatregel.</p>
-
-<h2 id="risico">Risico</h2>
-<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
-
-<h2 id="voorbeelden">Voorbeelden</h2>
-<p>De gemeente Rotterdam kiest ervoor om de algoritmegovernance alleen in te zetten bij hoog-risico AI-toepassingen. 
-Deze risicoclassificatie volgt de AI-Verordening. Voor laag-risico toepassingen geldt de standaard governance van de gemeente: de informatiebeveiligings- en privacy governance (Kleur Bekennen, Rekenkamer Rotterdam, 2024, p.71). Tabel 1 geeft inzicht in verschillende typen algoritmen en AI-toepassingen. De afbeelding uit hetzelfde rapport geeft een flowchart van hoe de governance anders is afhankelijk van de risico-categorie. </p>
-<p><a class="glightbox" href="../../../afbeeldingen/rotterdam_risico_classificatie_governance.png" data-type="image" data-width="auto" data-height="auto" data-desc-position="bottom"><img alt="Afbeelding" src="../../../afbeeldingen/rotterdam_risico_classificatie_governance.png" /></a></p>
-<p>In dit voorbeeld is ook het principe gehanteerd dat naast hoog-risico volgens de AI-verordening, bij ieder algoritme aan de hand van een drietal vragen moet worden besloten of een uitgebreidere algoritmegovernance nodig is.
-* Is de werking van het algoritme niet volledig én beknopt uit te leggen aan een gemiddelde Rotterdammer?
-* Ontbreekt er een menselijke beoordeling voordat de uitkomst van het algoritme in de praktijk wordt gebracht door middel van een concrete handeling van de gemeente?
-* Is het voorstelbaar dat de algoritmetoepassing uitmondt in een onrechtvaardige handeling van de gemeente tegen burgers of bedrijven</p>
-<p>Kijk zelf goed wat passend is voor jouw organisatie. </p>
-<p>Voorbeeld BD (Analytische en Cognitieve Technologie | CoE Cognitieve Oplossingen):
-* Richt als eerste een basis (b.v. voor low risk) algoritmegovernance in op operationeel niveau, implementeer deze basis en stel gaandeweg/ondertussen op basis van o.a. best practices de requirements op naar de "wereld" er om heen (tactisch en strategisch niveau). </p>
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-  <h1>Taken en verantwoordelijkheden zijn toebedeeld in de algoritmegovernance</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">org-10</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Taken en verantwoordelijkheden zijn toebedeeld in de algoritmegovernance</p>
-<h2 id="toelichting">Toelichting</h2>
-<ul>
-<li>Bij het vormgeven van een doeltreffende algoritmegovernance is het beleggen van expliciete taken en verantwoordelijkheden cruciaal.</li>
-<li>Het beleggen van deze taken en verantwoordelijkheden zorgt voor een actiegerichte structuur waarin duidelijkheid bestaat over wie wanneer aan zet is.</li>
-<li>Denk hierbij aan het opstellen van een RACI-matrix en pas dit binnen de organisatie toe per risicoclassificatie voor algoritmes. </li>
-<li>Rollen en verantwoordelijkheden kunnen worden gekoppeld aan de vereisten en maatregelen die moeten worden gerealiseerd in de verschillende fasen van de levenscyclus van een algoritme.</li>
-<li>Organisaties zullen zelf moeten beoordelen welke taken en verantwoordelijkheden ze willen koppelen aan de beschikbare (of nieuwe) rollen binnen hun organisaties.  </li>
-<li>Zie hieronder een mogelijk voorbeeld van hoe dit eruit kan zien. </li>
-</ul>
-<p><a class="glightbox" href="https://github.com/user-attachments/assets/3debe7b6-0c42-40f5-a366-9cc5cc90cd3e" data-type="image" data-width="auto" data-height="auto" data-desc-position="bottom"><img alt="Format" src="https://github.com/user-attachments/assets/3debe7b6-0c42-40f5-a366-9cc5cc90cd3e" /></a></p>
-<h2 id="bronnen">Bronnen</h2>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
-
-<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<p>Geen vereisten beschikbaar voor deze maatregel.</p>
-</details>
-<h2 id="risico">Risico</h2>
-<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
-
-<h2 id="voorbeelden">Voorbeelden</h2>
-<div class="admonition example">
-<p class="admonition-title">Three lines of defence - diverse organisaties</p>
-<p>Het <a href="../0-org-07-intern-toezicht/">three lines of defence model</a> dat zowel de gemeente Rotterdam als het UWV hanteert biedt hiervoor handvatten. De essentie van dit model is het scheiden van drie niveau’s in verantwoordelijkheden om effectieve governance mogelijk te maken. Daarnaast wordt in veel governance structuren een RACI model opgesteld om rollen en verantwoordelijkheden expliciet te maken. </p>
-</div>
-<div class="admonition example">
-<p class="admonition-title">RACI matrix - diverse organisaties</p>
-<p>RACI is de afkorting voor Responsible (Verantwoordelijk – uitvoerder van de taak), Accountable (Aanspreekbaar – eigenaar van de taak), Consulted (Geconsulteerd) en Informed (Geïnformeerd). De gemeente Rotterdam heeft de interactie tussen rollen/verantwoordelijkheden van algoritme/AI governance en de volledige datamanagement structuur in een RACI model vormgegeven (Bron: Kleur bekennen rekenkamer Rotterdam). Wees bewust dat iedere organisatie anders is, en waarschijnlijk op een andere RACI-matrix uitkomt. </p>
-<p><a class="glightbox" href="https://github.com/user-attachments/assets/481cb81d-f098-4563-9718-5d625384c024" data-type="image" data-width="auto" data-height="auto" data-desc-position="bottom"><img alt="RACI model gemeente Rotterdam" src="https://github.com/user-attachments/assets/481cb81d-f098-4563-9718-5d625384c024" /></a></p>
-</div>
-<div class="admonition example">
-<p class="admonition-title">Niet alles town down vast te leggen - CoE Belastingdienst</p>
-<p>Het te regide vastleggen van functies en bijbehorende taken en verantwoordelijkheden kan nadelen hebben. Een team bij de belastingdienst (Analytische en Cognitieve Technologie | CoE Cognitieve Oplossingen) heeft ervaren dat het definieren van <em>werkpakketten</em> in plaats van uitwerkte functies beter werkt. Alles dient belegd te zijn, maar alles op microniveau vastleggen is vaak niet te doen zonder in de praktijk te staan, en kan avenrechts werken. Wees als algoritmegovernance nog nieuw is zeker in het begin bewust dat inrichting altijd beter kan; ga grondig maar ook flexibel te werk.</p>
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-  <h1>Maak afspraken over het beheer van gebruikers</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">org-11</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Richt gebruikersbeheer in, waarmee bepaald wordt wie toegang heeft tot wat, en wat er bijvoorbeeld gebeurt bij indiensttreding, functiewijziging en uitdiensttreding.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Gebruikersbeheer zorgt ervoor dat accounts en autorisaties beheerst worden aangevraagd, geautoriseerd, gewijzigd en ingetrokken bij indiensttreding, functiewijziging en uitdiensttreding. Ook wordt functievermenging voorkomen bij toegang en gebruik van het algoritme, de data of de uitkomsten van een algoritme.</p>
-<p>Bij het inrichten van gebruikersbeheer moeten aan de volgende elementen worden gedacht:</p>
-<ul>
-<li>Gebruikers en beheerders krijgen slechts toegang tot functionaliteit die zij uit hoofde van hun functie nodig hebben (need to know, need to use). Daartoe is een beschrijving beschikbaar welke rollen en rechten per applicatie bij een functie horen (BIO 6.1.2, 9.2.2 en 9.4).</li>
-<li>Het verlenen en muteren van accounts en toegangsrechten vindt plaats na goedkeuring door een bevoegde functionaris. Dit aan de hand van een actueel mandaatregister waaruit blijkt welke personen beslissende bevoegdheden hebben voor het verlenen van een bepaald type (niveau) toegangsrechten danwel functieprofielen (BIO 9.2.1.2, 9.2.2.1, 9.4).</li>
-<li>Er bestaat functiescheiding tussen het aanvragen, autoriseren en doorvoeren van wijzigingen in gebruikersaccounts en toegangsrechten (BIO 9.2.1.2, 9.2.2.1, 9.2.3).</li>
-<li>Functiewijzigingen en uitdiensttredingen worden bewaakt voor aanpassen van de toegangsrechten en voor intrekken van de identiteits- en authenticatiemiddelen (BIO 9.2.2, 9.2.6).</li>
-<li>Het aantal accounts met verhoogde rechten is beperkt en verklaard, en staat in logische verhouding tot de beheerders en of ICT-afdeling (BIO 9.1.2.(1), 9.2.3, 9.2.4).</li>
-<li>Gebruikersaccounts en beheeraccounts dienen altijd persoonsgebonden en verklaard te zijn, zodat handelingen altijd te herleiden zijn naar één verantwoordelijke (BIO 9.1, 9.4.2).</li>
-<li>Eindgebruikers hebben geen directe toegang tot de onderliggende componenten (zoals de database) (BIO 9.2.3, 13.1.3).</li>
-<li>Toegangsrechten op onderliggende componenten dienen periodiek, minimaal jaarlijks, geëvalueerd te worden. Dit interval dient te zijn beschreven in het toegangsbeleid en zijn bepaald op basis van het risiconiveau. De uitkomsten van de evaluatie en de opvolging daarvan worden vastgelegd (BIO 9.2.5).</li>
-</ul>
-<p>Voor deze maatregelen is het van belang om aandacht te hebben voor de volgende zaken:</p>
-<ul>
-<li>Autorisatiematrix en beschrijving rollen/rechten per systeem(laag)</li>
-<li>Lijst met wijzigingen rollen en bijbehorende goedkeuringen</li>
-<li>Overzicht aantallen en rechten per (systeem)laag</li>
-</ul>
-<h2 id="risico">Risico</h2>
-<p>Er bestaan meerdere risico's wanneer er geen gebruikersbeheer is:
-- Toegangsrechten kunnen niet meer up-to-date zijn, bijvoorbeeld wanneer er geen rekening wordt gehouden met het IDU-proces (). Er bestaat dan het risico dat gebruikers toegang tot de omgeving van het algoritme, de data of de uitkomsten van het algoritme hebben die zij niet zouden mogen hebben.
-- Wanneer functievermenging niet wordt voorkomen bij toegang en gebruik van het algoritme, bestaat het risico dat er ongeautoriseerde wijzigingen worden doorgevoerd aan het algoritme, de data of de uitkomsten van het algoritme.
-- Wanneer gebruik wordt gemaakt van generieke-, groeps- of onpersoonlijke accounts, bestaat het risico dat handelingen niet te herleiden zijn naar een verantwoordelijke persoon.</p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://www.digitaleoverheid.nl/overzicht-van-alle-onderwerpen/cybersecurity/bio-en-ensia/baseline-informatiebeveiliging-overheid/">Baseline Informatiebeveiliging Overheid</a></li>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, IB.10 t/m IB.17</a></li>
-<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 4.01, 4.02, 4.04, 4.05</a></li>
-</ul>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
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-  <h1>Controleer en verbeter regelmatig de kwaliteit van het algoritme</h1>
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-<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
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-<h2 id="maatregel">Maatregel</h2>
-<p>Richt een proces in voor een periodieke evaluatie van de kwaliteit van het algoritme.</p>
-<h2 id="toelichting">Toelichting</h2>
-<ul>
-<li>Het is van belang dat een proces wordt ingericht waarmee periodiek de kwaliteit van algoritmes wordt geëvalueerd.</li>
-<li>Bij kwaliteit van een algoritme kan worden gedacht aan doeltreffenheid, doelmatigheid, betrouwbaarheid en accuraatheid (geschiktheid), non-discriminatie en menselijke controle.</li>
-<li>Hieronder vallen het analyseren en evalueren van ingediende klachten en incidenten.</li>
-<li>Hieronder vallen ook het analyseren evalueren van besluiten door of aan de hand van het algoritmen.</li>
-<li>Na verloop van tijd kan de accuraatheid van machine learning modellen bijvoorbeeld wijzigen of kan het gebeuren dat bepaalde groepen (indien van toepassing) anders worden behandeld.</li>
-<li>Het is van belang dat monitoringsactiviteiten worden ingericht om deze kwaliteitsaspecten tijdig te beoordelen.</li>
-<li>Als er ongewenste wijzigingen plaatsvinden met betrekking tot de kwaliteit, moeten die worden geëvalueerd en zullen maatregelen moeten worden getroffen om deze te herstellen.</li>
-<li>Het proces moet er voor zorgen dat de juiste experts of stakeholders worden betrokken bij het proces van evaluatie en het treffen van passende maatregelen.</li>
-</ul>
-<p>Let op! Sommige maatregelen in het Algoritmekader gaan dieper in op het uitvoeren van risicoanalyses. </p>
-<h2 id="risico">Risico</h2>
-<p>Zonder evaluatie van de kwaliteit van het algoritme is er geen goede sturing, beheersing en verantwoording mogelijk als er ongewenste wijzigingen plaatsvinden in het algoritme of AI-systeem. </p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
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-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/">aia-11 - Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/">aia-27 - Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</a></td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, SV.15, SV.16, SV.17 </a></li>
-<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 1.08</a></li>
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-<h2 id="voorbeeld">Voorbeeld</h2>
-<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
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-  <h1>Maak afspraken over het beheer van wachtwoorden</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">org-13</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Richt wachtwoordbeheer in, waarmee bepaald wordt hoe wachtwoorden worden opgeslagen, wanneer wijzigingen moeten plaatsvinden en waaraan wachtwoorden moeten voldoen. Hiermee wordt de toegang tot bijvoorbeeld ontwikkelomgevingen geregeld op een veilige manier.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Bij het inrichten van wachtwoordbeheer moeten de volgende zaken worden toegepast:</p>
-<ul>
-<li>Alle wachtwoorden van gebruikers en beheerders dienen periodiek te worden gewijzigd, met een maximum van 1 jaar (BIO 9.4.3). Initiële wachtwoorden en wachtwoorden die gereset zijn, hebben een maximale geldigheidsduur van 24 uur en moeten bij het eerste gebruik worden gewijzigd.</li>
-<li>Voor toegang vanuit een onvertrouwde omgeving dient twee-factor authenticatie te worden gebruikt (BIO 9.4.2.1). Als er geen gebruik wordt gemaakt van two-factor authenticatie, is de wachtwoordlengte minimaal 8 posities en complex van samenstelling. In situaties waar geen two-factor authenticatie mogelijk is, wordt minimaal halfjaarlijks het wachtwoord vernieuwd.</li>
-<li>Na een periode van maximaal 15 minuten inactiviteit dient de toegang tot de applicatie te worden vergrendeld en na 10 foutieve inlogpogingen dient het account geblokkeerd te worden (BIO 11.2.9, BIO 9.4.3). De tijdsduur dat een account wordt geblokkeerd na overschrijding van het aantal keer foutief inloggen is vastgelegd.</li>
-<li>Wachtwoorden mogen niet in originele vorm (plaintext) worden opgeslagen, maar dienen versleuteld te worden. (NIST 5.1.1.2)</li>
-<li>De eisen aan wachtwoorden moeten geautomatiseerd worden afgedwongen.</li>
-</ul>
-<h2 id="risico">Risico</h2>
-<p>Als het wachtwoordbeheer van onvoldoende kwaliteit is, kan oneigenlijke toegang plaatsvinden tot het algoritme of uitkomsten van het algoritme, bijvoorbeeld doordat het wachtwoord te eenvoudig is.</p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://www.digitaleoverheid.nl/overzicht-van-alle-onderwerpen/cybersecurity/bio-en-ensia/baseline-informatiebeveiliging-overheid/">Baseline Informatiebeveiliging Overheid</a></li>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, IB.6 t/m IB.9</a></li>
-<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 4.03</a></li>
-<li><a href="https://pages.nist.gov/800-63-3/sp800-63b.html#sec5">NIST 5.1.1.2</a></li>
-</ul>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/index.html
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-<h2 id="maatregel">Maatregel</h2>
-<p>Richt een wijzigingenproces in, waarmee bepaald wordt hoe codewijzigingen plaatsvinden.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Bij het inrichten van een proces om wijzigingen aan de code te mogen aanbrengen, kunnen aan de volgende elementen worden gedacht:</p>
-<ul>
-<li>Wijzigingen dienen van te voren te worden geautoriseerd door de systeemeigenaar of product owner. (BIO 12.1.2)</li>
-<li>Wijzigingen worden getest in een andere omgeving dan de productieomgeving. (BIO 12.1.4, 14.2.3, 14.2.9, 14.3.1)</li>
-<li>Wijzigingen worden door de systeemeigenaar of product owner goedgekeurd op basis van gedocumenteerde testresultaten en pas daarna doorgevoerd in de productieomgeving. (BIO 12.1.2, 14.2.2, 14.2.9)</li>
-<li>Er dient functiescheiding te zijn ingericht tussen het aanvragen, goedkeuren en doorvoeren van wijzigingen om onbevoegde en onbedoelde wijzigingen te beperken. (BIO 6.1.2, 14.2.2)</li>
-<li>Er dient periodiek controle plaats te vinden op wijzigingen aan het systeem, zodanig dat oneigenlijke wijzigingen worden gesignaleerd. (BIO 9.4.4, 12.4.1)</li>
-</ul>
-<h2 id="risico">Risico</h2>
-<p>Als een formeel wijzigingenproces ontbreekt bestaat het risico van ongeautoriseerde toegang, wijziging of beschadiging van de code van het algoritme, of de uitkomsten van het algoritme.</p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://www.digitaleoverheid.nl/overzicht-van-alle-onderwerpen/cybersecurity/bio-en-ensia/baseline-informatiebeveiliging-overheid/">Baseline Informatiebeveiliging Overheid</a></li>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, IB.1 t/m IB.5</a></li>
-<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 4.07</a> </li>
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-  <h1>Stel een protocol vast voor de situatie dat er (een vermoeden van) discriminatie door een algoritme is geconstateerd en pas dit wanneer nodig toe.</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">imp-10</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/bias-en-non-discriminatie/">Bias en non discriminatie</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Stel een protocol vast voor de situatie dat er (een vermoeden van) discriminatie door een algoritme is geconstateerd en pas dit wanneer nodig toe.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>De inzet van algoritme kan onbedoeld leiden tot discriminerende effecten. 
-Het is van belang om als organisatie een protocol te hebben vastgesteld waarin is uitgewerkt hoe wordt omgegaan met situaties waarin (een vermoeden van) discriminatie door een algoritme is geconstateerd.
-In een dergelijk protocol kunnen de handelingen worden beschreven die moeten worden uitgevoerd om deze situatie te gaan herstellen.
-Het vaststellen van een dergelijk protocol geeft ontwikkelaar en gebruikers (vooraf) duidelijkheid wat van hen wordt verwacht en wat zij kunnen doen om discriminatie door algoritmes te voorkomen.<br />
-Een voorbeeld hiervan is het analyseren van de data op <a href="../3-dat-01-datakwaliteit/">datakwaliteit en bias in de data</a> en <a href="../5-ver-02-biasanalyse/">toets regelmatig je algoritmisch systeem op bias</a>. </p>
-<p>Het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties heeft een <a href="https://minbzk.github.io/discriminatieprotocol">discriminatieprotocol</a> opgesteld wat organisaties handvatten biedt.</p>
-<p>Een discriminatieprotocol kan de volgende stappen bevatten:</p>
-<h3 id="stap-1-vermoeden-van-onrechtmatigheid">Stap 1: Vermoeden van onrechtmatigheid</h3>
-<p>Een vermoeden van bevooroordeeldheid of discriminatie kan vanuit verschillende partijen gemeld worden. 
-Signalen hiervoor kunnen worden ontvangen vanuit de interne organisatie, bijvoorbeeld door de betrokken ontwikkelaars, gebruikers of beheerders, of door externe partijen, zoals belanghebbenden, toezichthouder, journalisten. </p>
-<ul>
-<li>Zorg dat signalen tijdig bij de goede medewerkers terecht komen. </li>
-<li>Indien er sprake is van zo'n vermoeden, zorg je dat bijvoorbeeld de uitvoerend directeur, de interne toezichthouder en/of de CIO en CDO hierover worden geïnformeerd. </li>
-<li>Maak met de verantwoordelijken een afweging of het betreffende systeem in werking kan blijven of dat bijvoorbeeld <a href="../4-owk-02-stopzetten-gebruik/">het noodplan voor het stopzetten van het algoritme</a> (tijdelijk) in gang moet worden gezet. </li>
-</ul>
-<h3 id="stap-2-inzicht-en-overzicht">Stap 2: Inzicht en overzicht</h3>
-<p>Het is van belang om inzicht en overzicht te krijgen over de oorzaak en de gevolgen van eventuele discriminerende effecten van het algoritme. 
-Daarvoor kan worden gedacht aan het uitvoeren van een bias analyse.</p>
-<ul>
-<li>Bepaal wie er verantwoordelijk is voor het uitvoeren van het onderzoek.</li>
-<li>Bepaal of je een onafhankelijk onderzoek wilt doen naar het algoritme.</li>
-<li>Breng in kaart wat de omvang van het probleem is. Hoe lang doet het probleem zich al voort, en hoeveel mensen betreft het?</li>
-<li>Ga snel met (vertegenwoordigers van) gedupeerden in gesprek over de gevolgen en de mogelijke schade</li>
-<li>Trek een conclusie of er sprake is van discriminatie, of een sterk vermoeden van discriminatie. </li>
-</ul>
-<h3 id="stap-3-beperken-schade">Stap 3: Beperken schade</h3>
-<p>Bepaal welke mitigerende maatregelen er genomen moeten worden. Als er in het onderzoek is vastgesteld dat er sprake is van discriminatie, dan moet het betreffende systeem worden stopgezet. Hierbij kan je denken aan:</p>
-<ul>
-<li>Het in werking stellen van het <a href="../4-owk-02-stopzetten-gebruik/">het noodplan voor het stopzetten van het algoritme</a>, indien dat in stap 1 nog niet gebeurd is. </li>
-<li>Aanpassingen in het algoritme, de werkinstructies of de bijbehorende processen.</li>
-<li>Indien het algoritme essentieel is in de uitvoer kan er sprake zijn van een een proportionaliteitsvraagstuk. In dat geval moet er worden bezien wat de alternatieven zijn, en of er delen van het systeem kunnen worden uitgeschakeld.</li>
-</ul>
-<h3 id="stap-4-melden-en-informeren">Stap 4: Melden en informeren</h3>
-<p>De conclusies van de eerdere stappen moeten, indien nodig, worden gemeld bij de betreffende instanties. De eventuele gedupeerde burgers dienen te worden geïnformeerd over de gevolgen.</p>
-<ul>
-<li>Als er sprake is van een hoog-risico-AI-systeem moeten ernstige incidenten worden gemeld bij de markttoezichtautoriteiten. Zie <a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e7117-1-1">artikel 73 van de AI-verordening</a> en <a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e2093-1-1">artikel 3 (49.c) van de AI-verordening</a>.</li>
-<li>Voor alle algoritmes geldt: Informeer de interne toezichthouder, de externe toezichthouder en de politiek, afhankelijk van hoeveel mensen geraakt en gedupeerd zijn en de impact. </li>
-<li>
-<p>Informeer de betrokken burgers over de sitatie. Maak indien nodig excuses en geef de mensen die (mogelijk) geraakt zijn uitleg zodat zij:</p>
-<ul>
-<li>begrijpen wat er is gebeurd</li>
-<li>weten wat de waarschijnlijke gevolgen zijn</li>
-<li>welke mitigerende maatregelen zijn genomen</li>
-<li>waar mensen terecht kunnen met vragen</li>
-<li>op de hoogte zijn van het proces rondom de afhandeling van de schade.</li>
-</ul>
-</li>
-</ul>
-<h3 id="stap-5-registratie-en-afhandeling">Stap 5: Registratie en afhandeling</h3>
-<ul>
-<li>Registreer het algoritme in het <a href="https://algoritmes.overheid.nl/nl">algoritmeregister</a>, indien dat nog niet gebeurd is.</li>
-<li>Zorg voor goede klachtenafhandeling en herstelprocedures. </li>
-</ul>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
-
-<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/">grw-02 - Algoritmes discrimineren niet</a></td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<!-- Vul hier de relevante bronnen in voor deze maatregel -->
-<ul>
-<li><a href="https://minbzk.github.io/discriminatieprotocol/">Discriminatieprotcol van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties</a></li>
-</ul>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
-
-<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
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-  <h1>Beschrijf het probleem dat het algoritme moet oplossen</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">pba-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/probleemanalyse/">Probleemanalyse</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Formuleer en documenteer wat de aanleiding is om een algoritme in te willen zetten. 
-Formuleer duidelijk de probleemdefinitie en probleemafbakening waarvoor het algoritme een oplossing zou moeten vormen. </p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Formuleer de probleemdefinitie en probleemafbakening zo concreet en precies mogelijk. Maak dit waar mogelijk kwantificeerbaar. </p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr></tbody></table>
-</details>
-<h2 id="risico">Risico</h2>
-<p>Het algoritme dient niet het onderliggende probleem. 
-Zonder eenduidigheid over het op te lossen probleem is geen sturing op en verantwoording over het algoritme mogelijk. </p>
-<h2 id="bijbehorende-vereisten_1">Bijbehorende vereiste(n)</h2>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr></tbody></table>
-
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2021/02/25/impact-assessment-mensenrechten-en-algoritmes">Impact Assessment Mensenrechten en Algoritmes, 1.01</a></li>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, SV.1</a></li>
-</ul>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/index.html
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-  <h1>Beschrijf het doel van het algoritme</h1>
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-<h2 id="maatregel">Maatregel</h2>
-<p>Het doel en de eventuele subdoelen van het algoritme moeten zo specifiek mogelijk zijn geformuleerd, en waar mogelijk gekwantificeerd. 
-Maak de consequenties van het algoritme specifiek en zorg dat het doel van het algoritme formeel is vastgesteld en vastgelegd. </p>
-<h2 id="toelichting">Toelichting</h2>
-<ul>
-<li>
-<p>Het doel van de inzet van een algoritme dient zo concreet en specifiek mogelijk gedefinieerd te worden. 
-Indien er meerdere doelen zijn, is het belangrijk om een zekere rangorde te maken: wat zijn de belangrijkste doelen? En waarom?
-Welke doelen zijn subdoelen, waarvoor het minder belangrijk is om deze te realiseren?</p>
-</li>
-<li>
-<p>Indien mogelijk, dienen de doelstellingen gekwantificeerd te worden (SMART). </p>
-</li>
-<li>
-<p>Om te zorgen voor voldoende draagvlak voor de beoogde doelen, is het noodzaak om <a href="../1-pba-04-betrek-belanghebbenden/">voldoende belanghebbenden te betrekken</a>. 
-Hierbij kan het ook helpen om burgers te betrekken bij de totstandkoming van de doelstellingen, bijvoorbeeld door middel van een burgerpanel of het betrekken van belangengroepen. </p>
-</li>
-</ul>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr></tbody></table>
-</details>
-<h2 id="risico">Risico</h2>
-<p>Het algoritme dient niet het beoogde doel en onderliggend probleem. 
-Zonder eenduidigheid over het doel is geen sturing op en verantwoording over het algoritme mogelijk. 
-Er is dan een groter risico op fouten en/of verschillen in interpretatie. </p>
-<p>Wanneer doelstellingen niet meetbaar zijn gemaakt, is het onmogelijk om achteraf te kwantificeren of de doelstellingen zijn behaald. 
-Doelstellingen zijn in dat geval moeilijk bespreekbaar.</p>
-<h2 id="bijbehorende-vereisten_1">Bijbehorende vereiste(n)</h2>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr></tbody></table>
-
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 1.01, 1.02</a></li>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2021/02/25/impact-assessment-mensenrechten-en-algoritmes">Impact Assessment Mensenrechten en Algoritmes, 1.2</a></li>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, SV.3</a></li>
-</ul>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
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-  <h1>Beschrijf waarom een algoritme het probleem moet oplossen</h1>
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-<h2 id="maatregel">Maatregel</h2>
-<p>Bepaal en documenteer waarom het gewenst of nodig is om een algoritme in te zetten om het probleem te kunnen aanpakken. </p>
-<h2 id="toelichting">Toelichting</h2>
-<ul>
-<li>
-<p>Bepaal waarom het gewenst of nodig is om een algoritme in te zetten, en of er ook alternatieven zijn om het probleem op te lossen. 
-Documenteer de onderbouwing waarom een algoritme een betere oplossing zou bieden dan een niet-geautomatiseerd of niet-digitaal proces. </p>
-</li>
-<li>
-<p>Maak een bewuste afweging of een algoritme het juiste middel is om <a href="../1-pba-01-formuleren-probleemdefinitie/">het probleem</a> op doelmatige en doeltreffende wijze op te lossen, en documenteer deze afweging.</p>
-</li>
-<li>
-<p>Beoordeel of de gewenste oplossing is <a href="aia-01-verboden-AI-praktijken.md">toegestaan op grond van de AI-Verordening</a>. </p>
-</li>
-</ul>
-<h2 id="risico">Risico</h2>
-<p>Het algoritme is niet het juiste middel om het probleem op te lossen. Het risico daarbij bestaat dat het probleem niet wordt opgelost. </p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/">aia-01 - Verboden AI-systemen mogen niet worden gebruikt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2021/02/25/impact-assessment-mensenrechten-en-algoritmes">Impact Assessment Mensenrechten en Algoritmes, 1.01</a></li>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, SV.2</a></li>
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-<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
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-  <h1>Overleg regelmatig met belanghebbenden</h1>
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-<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">pba-04</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/probleemanalyse/">Probleemanalyse</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/fundamentele-rechten/">Fundamentele rechten</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<!-- Vul hier een omschrijving in van wat deze maatregel inhoudt. -->
-<p>Breng in kaart welke belanghebbenden er zijn en betrek hen op verschillende momenten in de levenscyclus.</p>
-<h2 id="toelichting">Toelichting</h2>
-<!-- Geef hier een toelichting van deze maatregel -->
-<p>Het betrekken van belanghebbenden is van belang in bijna alle fasen van de levenscyclus.
-Belanghebbenden zijn onder meer eindgebruikers, mensen en rechtspersonen die door het algoritme geraakt kunnen worden en vertegenwoordigende organisaties.</p>
-<p>In de fase van de probleemanalyse is het allereerst van belang in kaart te brengen welke stakeholders er zijn.
-Wie gaan bijvoorbeeld werken met het algoritme (eindgebruikers)? En welke demografieën worden geraakt door een algoritme?
-Bij wie liggen de voordelen en bij wie liggen de nadelen?
-Ga in gesprek met deze belanghebbenden - al dan niet vertegenwoordigd door belangenorganisaties zoals burgerrechtenorganisaties - over het te ontwerpen algoritme en de context waarin het gebruikt wordt. Zij kunnen waardevolle inzichten en wensen delen, wat kan bijdragen aan een betere werking van het algoritme. </p>
-<p>Enkele voorbeelden hierbij zijn:
-- Het betrekken van burgers bij het ontwerpen van een algoritme in de ontwerpfase. 
-- Het bespreken welke definitie en metriek van <em>fairness</em> past bij de context met de <abbr title="De proceseigenaar is verantwoordelijk voor de kwaliteit van het proces en de vastlegging daarvan in een processchema">proceseigenaar</abbr> en een ethicus.
-- Het betrekken van domeinexperts in de fase van dataverkenning en datapreparatie, om zo in kaart te brengen wat de data features betekenen en waar zij vandaan komen.
-- Het betrekken van eindgebruikers bij het ontwikkelen en het implementeren van het algoritme.
-- Het betrekken van belanghebbenden bij het monitoren en evalueren van het algoritme. </p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
-
-<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<!-- Vul hier de relevante bronnen in voor deze maatregel -->
-
-<ul>
-<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algemene Rekenkamer 2.12</a></li>
-<li><a href="https://digital-strategy.ec.europa.eu/en/library/ethics-guidelines-trustworthy-ai">Ethics Guidelines for Trustworthy AI</a></li>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, SV.10</a>      </li>
-<li><a href="framework-meaningful-engagement.md">Framework for Meaningful Engagement</a></li>
-</ul>
-<h2 id="risico">Risico</h2>
-<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
-<p>Het niet betrekken van belanghebbenden bij de ontwikkeling en het gebruik van algoritmes, kan ertoe leiden dat belangrijke inzichten of perspectieven niet worden verwerkt en het algoritme onjuist gaat functioneren. </p>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
-<p>Er zijn veel verschillende methoden om belanghebbenden te betrekken. Zo kan je bijvoorbeeld werken met persona’s of ‘empathy maps’ maken. Ook kan je focusgroepen houden. Denk dan bijvoorbeeld aan een burgerpanel.</p>
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-<h2 id="maatregel">Maatregel</h2>
-<p>Beschrijf de wettelijke grondslag voor de inzet van het algoritme en de beoogde besluiten die genomen zullen worden op basis van het algoritme.</p>
-<h2 id="toelichting">Toelichting</h2>
-<ul>
-<li>Analyseer of er een concrete wettelijke grondslag is die de inzet van het algoritme mogelijk maakt en deze inzet voldoende voorzienbaar maakt. </li>
-<li>Als de verwachting is dat een algoritme tot gevolg heeft dat wordt ingegrepen in het leven of de vrijheid van mensen, en zeker als de verwachting is dat er grondrechten worden geraakt, moet er een wettelijke grondslag bestaan voor de inzet van het algoritme.</li>
-<li>Voor het verwerken van persoonsgegevens is een wettelijke grondslag noodzakelijk. </li>
-</ul>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/">avg-01 - Persoonsgegevens worden op een rechtmatige manier verwerkt.</a></td></tr></tbody></table>
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-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Auditdienst Rijk, SV.7, PRI.6</a></li>
-<li><a href="../../hulpmiddelen/IAMA/">Impact Assessment Mensenrechten en Algoritmes, 1.4</a></li>
-</ul>
-<h2 id="risico">Risico</h2>
-<p>Het algoritme en beoogde besluiten voldoen niet aan wet- en regelgeving en intern beleid en kaders.</p>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Beschrijf de rollen en verantwoordelijkheden voor het ontwikkelen en gebruiken van algoritmes. De rollen en verantwoordelijkheden worden vastgesteld door de verantwoordelijke(n).</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Een reëel risico is dat bepaalde groepen en belanghebbenden over het hoofd worden gezien tijdens het ontwikkelproces van een algoritme.
-Daarom is het noodzakelijk om al vroeg in kaart te brengen welke groepen allemaal een mening over het beoogde algoritme kunnen hebben.</p>
-<p>Duidelijkheid en borging van rollen en verantwoordelijkheden zorgen voor een effectief en verantwoord verloop van het proces rondom de ontwikkeling, inkoop en gebruik van een algoritme. 
-Zeker wanneer ongewenste effecten optreden en maatregelen nodig zijn, is duidelijkheid over rollen, verantwoordelijkheden en bijbehorende besluitvormingsstructuren van belang.</p>
-<p>Om deze reden kan het handig zijn om een matrix van belanghebbenden op te stellen.<br />
-Deze matrix kan in verdere fases helpen wanneer belanghebbenden betrokken moeten worden. In deze matrix kunnen de volgende onderdelen staan: </p>
-<ul>
-<li>Per belanghebbende een beschrijving van wie deze groep is </li>
-<li>Mate van invloed van belanghebbende op het algoritme: wie, wanneer in de levenscyclus zorgt voor passende <a href="../../../onderwerpen/menselijke-controle/">menselijke controle</a></li>
-<li>Impact van algoritme op de belanghebbende </li>
-<li>Risico’s voor belanghebbende (wat zal de belanghebbende merken als het algoritme eventueel niet naar behoren functioneert).  </li>
-</ul>
-<p>Een RACI-matrix/VERI-matrix is een passend middel om de verantwoordelijkheden (Responsible/Verantwoordelijk, Accountable/Eindverantwoordelijk, Consulted/Geraadpleegd, Informed/Geïnfomeerd) te bepalen.
-Werk specifieke, gevoelige activiteiten nader uit te in concrete taken en verantwoordelijkheden, bijvoorbeeld welke stappen moeten worden gezet om data veilig te leveren ten behoeve van een onderzoek naar onbwuste vooringenomenheid.  </p>
-<h3 id="vaststellen-van-rollen-en-verantwoordelijkheden">Vaststellen van rollen en verantwoordelijkheden</h3>
-<ul>
-<li>Laat de rollen en verantwoordelijkheden vaststellen door de verantwoordelijke(n). Het doel van vaststelling is dat de verantwoordelijke(n) de verantwoordelijkheid neemt en actief een keuze maakt om het algoritme te (laten) ontwikkelen of gebruiken op de beoogde wijze en met de bijbehorende verantwoordelijkheden. Met het vaststellen worden afspraken geformaliseerd. </li>
-<li>Vaststelling van de verantwoordelijkheden kan plaatsvinden door beleidsdocumenten, werkinstructies, verwerkersovereenkomst of een PIA/DPIA, mits de verantwoordelijkheden voldoende duidelijk zijn beschreven.</li>
-<li>Gedurende de levenscyclus kan het voorkomen dat rollen en verantwoordelijkheden opnieuw moet worden beschreven en vastgesteld.</li>
-</ul>
-<h3 id="verwerking-van-persoonsgegevens">Verwerking van persoonsgegevens</h3>
-<ul>
-<li>Bij het verwerken van persoonsgegevens moet worden vastgelegd wie de (gezamelijke) verwerkingsverantwoordelijken zijn en wie de verwerkers. Uit deze vaststelling van de rolverdeling volgen onder de AVG verschillende rechten en plichten.</li>
-<li>Bij de ontwikkeling en gebruiken van algoritmes is het denkbaar dat de noodzaak voor het verwerken van persoonsgegevens wijzigt en dat meer of andere verwerkingen moeten plaatsvinden. Het is van belang dat wederom wordt beoordeeld wat dit betekent voor de bijbehorende verantwoordelijkheden. Als er sprake is van een wezenlijke wijziging ten opzichte van de al vastgestelde situatie, bijvoorbeeld doordat er meer persoonsgegevens worden verwerkt door een andere partij, dan zal de verwerkingsverantwoordelijke opnieuw tot vaststelling moeten overgaan om de afspraken te formaliseren.</li>
-</ul>
-<h2 id="voorbeelden">Voorbeelden</h2>
-<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
-<ul>
-<li><a href="https://rekenkamer.rotterdam.nl/wp-content/uploads/2024/05/RO2205-kleur-bekennen-vervolgonderzoek-algoritmes-rekenkamer-rotterdam.pdf#page=116">Rapport Kleur Bekennen, Algemene Rekenkamer, p. 114, figuur 5-4</a></li>
-<li>De <abbr title="De proceseigenaar is verantwoordelijk voor de kwaliteit van het proces en de vastlegging daarvan in een processchema">proceseigenaar</abbr> wordt vaak verantwoordelijk gehouden voor eventuele gevolgen van het gebruik van het algoritme. Deze maatregel zorgt ervoor dat de <abbr title="De proceseigenaar is verantwoordelijk voor de kwaliteit van het proces en de vastlegging daarvan in een processchema">proceseigenaar</abbr> niet alle verantwoordelijkheid draagt, omdat dit vaak niet realistisch is. Met deze maatregel kunnen er heldere afspraken over de verschillende verantwoordlijkheden worden gemaakt. Hierdoor wordt het draagvlak groter, zonder ten koste te gaan van de duidelijkheid over rollen en verantwoordelijkheden. </li>
-</ul>
-<h2 id="risico">Risico</h2>
-<p>De sturing en verantwoording is ontoereikend of niet geborgd, waardoor er onvoldoende betrokkenheid of capaciteit is van verantwoordelijken. Ook kan er dan onvoldoende deskundigheid in de organisatie zijn, wat de kans vergroot op fouten en ongewenste effecten. Zonder het vaststellen van rollen en verantwoordelijkheden, kan er geen effectieve sturing plaatsvinden op partijen die betrokken zijn bij het ontwikkelen of gebruiken van algoritmes.</p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/">avg-06 - Organisaties kunnen bewijzen dat zij persoonsgegevens op de juiste manier verwerken.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<!-- Vul hier de relevante bronnen in voor deze maatregel -->
-<ul>
-<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 1.06, 3.02</a></li>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, SV.9, SV.19, PRI.1</a></li>
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-<li>Het is van belang om voorafgaand aan een project vast te stellen of de data die noodzakelijk is om een algoritme te ontwikkelen of te kunnen gebruiken beschikbaar is, gaat worden en of de data van voldoende <a href="../3-dat-01-datakwaliteit/">kwaliteit</a> is.</li>
-<li>Er moet worden onderzocht of en hoe data vanuit de eigen organisatie, die van een eventuele externe <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> of elders beschikbaar kan worden gesteld, kan worden opgeslagen en of goedkeuring kan worden gegeven voor het verwerken van de data.</li>
-<li>De infrastructuur van de eigen organisatie en/of die van een eventuele externe <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> moet van voldoende niveau zijn om de beoogde verwerkingen uit te kunnen voeren.</li>
-<li>Een dergelijke analyse levert inzichten op welke problemen er eventueel op dit vlak kunnen ontstaan en geeft input voor de verdere ontwikkeling of (in geval van inkoop) de behoeftestelling.</li>
-</ul>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
-
-<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/">aia-05 - Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<!-- Vul hier de relevante bronnen in voor deze maatregel -->
-
-<p><a href="https://www.google.nl/url?sa=t&amp;rct=j&amp;q=&amp;esrc=s&amp;source=web&amp;cd=&amp;ved=2ahUKEwi20eiMqfmGAxXV9gIHHbnbAjkQFnoECB0QAQ&amp;url=https%3A%2F%2Fec.europa.eu%2Fnewsroom%2Fgrowth%2Fredirection%2Fdocument%2F86850&amp;usg=AOvVaw3rVw_SLj8yjlU-uhWQv2eQ&amp;opi=89978449">Towards a Systematic Understanding on the Challenges of Procuring Artificial Intelligence in the Public Sector</a></p>
-<h2 id="risico">Risico</h2>
-<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
-<p>Het zou kunnen voorkomen dat de data niet beschikbaar is en ook niet gaat worden. Dit betekent dat een algoritme ook niet goed gemaakt of gebruikt kan worden. Ook is het belangrijk om te checken of de data beschikbaar blijft als dat nodig is voor het functioneren van het algoritme (bijv. voor het bijleren). Ook bestaat er een risico dat als de data van onvoldoende kwaliteit is, het algoritme niet goed gaat werken. Wanneer niet vooraf bepaald is of de data beschikbaar is en van voldoende kwaliteit kan het gebeuren dat er wel een algoritme gemaakt wordt door een derde partij, maar deze vervolgens niet gebruikt kan worden binnen de organisatie. </p>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html
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-  <h1>Beschrijf voor welk doel het algoritme persoonsgegevens gebruikt en waarom dit mag</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-03</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Het doel voor het verwerken van persoonsgegevens met een algoritme is welbepaald en omschreven.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Persoonsgegevens mogen alleen worden verwerkt voor een ‘welbepaald, uitdrukkelijk omschreven en gerechtvaardigd’ doel. De wettelijke grondslag voor de verwerking van de persoonsgegevens moet zijn beschreven.</p>
-<p>De verwerking van persoonsgevens voor het ontwikkelen en gebruiken van een algoritme moet verenigbaar met het oorspronkelijke verwerkingsdoel (doelbinding). Eventuele verdere (subsidiaire) verwerkingen, zoals het verwerken van persoonsgegevens voor een onderzoek naar onbewuste vooringenomenheid, moeten uitdrukkelijk worden omschreven.</p>
-<p>Stel een overzicht op waarin is beschreven welke persoonsgegevens mogen worden verwerkt.
-Bij de persoonsgegevens is aangegeven om wat voor categorie persoonsgegevens het gaat.
-Per kenmerk is toegelicht waarom deze noodzakelijk is om te verwerken voor het ontwikkelen en gebruiken van het algoritme.
-Het principe van dataminimalisatie is toegepast, wat betekent dat een keuze is gemaakt of een persoonsgegevens al dan niet strikt noodzakelijk is om het doel te bereiken of dat verwerking ervan achterwege kan blijven.</p>
-<p>Voor <a href="../3-dat-05-pseudonimiseren-anonimiseren/">het beschermen van deze persoonsgegevens</a> wordt per kenmerk aangegeven op welke manier deze kan worden beschermd. Denk hierbij aan het anonimiseren, pseudonomiseren, aggregeren van de persoonsgegevens. </p>
-<p>Gebruik een <a href="../../hulpmiddelen/DPIA/">DPIA</a> om bovenstaande zaken te beschrijven.</p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/">avg-01 - Persoonsgegevens worden op een rechtmatige manier verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr></tbody></table>
-</details>
-<h2 id="risico">Risico</h2>
-<p>Als het doel voor het verwerken van persoonsgegevens onvoldoende is omschreven en onderbouwd, ontstaat het risico dat onrechtmatig persoonsgegevens worden verwerken en een inbreuk wordt gemaakt op privacyrechten van betrokkenen.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 3.01, 3.05</a></li>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, PRI.4</a> </li>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, PRI.7</a> </li>
-</ul>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/index.html
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-  <h1>Beschrijf welke techniek gebruikt wordt voor de beoogde toepassing</h1>
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-<h2 id="maatregel">Maatregel</h2>
-<p>Beschrijf welke techniek gebruikt wordt voor de beoogde toepassing. </p>
-<h2 id="toelichting">Toelichting</h2>
-<ul>
-<li>Beschrijf wat voor soort algoritme er gebruikt gaat worden voor de beoogde toepassing. </li>
-<li>
-<p>Bepaal of je gebruik wilt maken van een:</p>
-<ul>
-<li><a href="../../../overhetalgoritmekader/soorten-algoritmes/#zelflerende-algoritmes">zelflerend algoritme</a></li>
-<li>niet-zelflerend algoritme zoals een algoritme gebaseerd op <a href="../../../overhetalgoritmekader/soorten-algoritmes/#rekenregels">rekenregels</a></li>
-</ul>
-</li>
-<li>
-<p>Beschrijf vervolgens ook:</p>
-<ul>
-<li>waarom er voor dit type algoritme wordt gekozen</li>
-<li>wat de alternatieven zijn en waarom die minder passend zijn?</li>
-<li>waarom dit algoritme het meest geschikt is om het <a href="../1-pba-02-formuleren-doelstelling/">beoogde doel</a> van het algoritme te bereiken. </li>
-</ul>
-</li>
-<li>
-<p>De precieze details kunnen in dit stadium van de levenscyclus waarschijnlijk nog niet ingevuld worden. Maak een goede eerste inschatting van de gebruikte techniek. Eventueel kan je er ook voor kiezen om verschillende technieken verder te onderzoeken. Dat betekent dat er meerdere algoritmes ontwikkeld worden (op basis van verschillende technieken), en je later een definitieve keuze maakt. </p>
-</li>
-<li>
-<p>Het is belangrijk om uiteindelijk een passend uitlegbaar algoritme te selecteren voor de context waarin het wordt toegepast. Daarin moet de afweging gemaakt worden of de technische <a href="../2-owp-30-toepassen_uitlegbaarheidstechnieken/">uitlegbaarheid</a> voldoende is in de context die de inzet van het algoritme vereist. Hierbij kan ook de conclusie worden getrokken dat een simpeler, inzichtelijker algoritme de voorkeur krijgt. </p>
-</li>
-</ul>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<h2 id="risico">Risico</h2>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/">aia-06 - Hoog-risico-AI-systemen zijn voorzien van voldoende technische documentatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/">aia-10 - Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig.</a></td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<p><a href="../../hulpmiddelen/IAMA/">Impact Assessment Mensenrechten en Algoritmes, 2A.1, 2B.1</a></p>
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-<h2 id="maatregel">Maatregel</h2>
-<!-- Vul hier een omschrijving in van wat deze maatregel inhoudt. -->
-<p>Stel vast om wat voor type algoritme het gaat en wat de bijbehorende risicoclassificatie is om te bepalen welke vereisten hierop van toepassing zijn.</p>
-<h2 id="toelichting">Toelichting</h2>
-<!-- Geef hier een toelichting van deze maatregel -->
-<p>Het verschilt per type algoritme welke vereisten hierop van toepassing is en waar een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> of <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> aan moet voldoen. 
-Dit is mede afhankelijk van de bijbehorende risicoclassificatie. 
-Hiervoor kan in de nabije toekomst de 'beslisboom' in het Algoritmekader voor worden gebruikt'. 
-Deze stap is van groot belang, omdat dit ook bepalend is welke contractuele verplichtingen moeten worden gecreëerd tussen opdrachtgever en opdrachtnemer/<abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>. </p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
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-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/">aia-08 - Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/">avg-04 - Persoonsgegevens en andere data verwerken gebeurt proportioneel en subsidiair.</a></td></tr><tr><td>aia-06-documentatie-beoordeling-niet-hoog-risico-ai</td></tr></tbody></table>
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-<h2 id="bronnen">Bronnen</h2>
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-  <h1>Inventariseer welke grondrechten het algoritme kan schenden en maak een belangenafweging</h1>
-
-<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-06</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/probleemanalyse/">Probleemanalyse</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/fundamentele-rechten/">Fundamentele rechten</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Identificeer welke grondrechten geraakt worden door het in te zetten algoritme en maak een afweging of dit aanvaardbaar is</p>
-<h2 id="toelichting">Toelichting</h2>
-<!-- Geef hier een toelichting van deze maatregel -->
-<p>Een algoritme kan invloed hebben op grondrechten. Op een aantal grondrechten kan een algoritme sneller invloed hebben, zoals recht op <a href="../../../onderwerpen/privacy-en-gegevensbescherming/">persoonsgegevensbescherming</a>, recht op behoorlijk bestuur en recht op <a href="../../../onderwerpen/bias-en-non-discriminatie/">gelijke behandeling</a>.
-Deze veelvoorkomende grondrechten krijgen op andere plekken in het Algoritmekader specifieke aandacht. 
-Er zijn echter ook grondrechten die bij minder algoritmen relevant zijn, maar desalniettemin in die gevallen zeer invloedrijk kunnen zijn. 
-Het is van belang uiteindelijk een totale afweging te maken van alle grondrechten die (mogelijk) geraakt worden ten opzichte van de voordelen van het in te zetten algoritme. 
-Een voorbeeld van een grondrecht dat minder snel geraakt wordt is bijvoorbeeld een algoritme om hate speech te kunnen detecteren. Zo'n algoritme zal van invloed kunnen zijn op de vrijheid van meningsuiting en het recht op informatie.</p>
-<p>Doorloop in lijn met Deel 4 van het <a href="../../hulpmiddelen/IAMA/">Impact Assessment Mensenrechten en Algoritmes</a> de volgende stappen:</p>
-<ol>
-<li>Breng in kaart welke grondrechten geraakt kunnen worden door de inzet van het algoritme. Hiervoor kan <a href="../../hulpmiddelen/IAMA/">bijlage 1 uit het Impact Assessment Mensenrechten en Algoritmes</a> gebruikt worden.</li>
-<li>Als dat het geval is, is het allereerst van belang om te controleren of hiervoor specifieke wetgeving is waar de inzet van het algoritme aan moet voldoen.</li>
-<li>Bepaal hoe zwaar de geindentificeerde grondrechten worden geraakt door het beoogde algoritme.</li>
-<li>Bepaal hoe <a href="../5-ver-01-functioneren-in-lijn-met-doeleinden/">doeltreffend/effectief</a> het algoritme in de praktijk is.</li>
-<li>Bepaal of de inzet van het algoritme noodzakelijk is om het <a href="../1-pba-02-formuleren-doelstelling/">beoogde doel</a> te bereiken. Zijn er alternatieven? Of zijn er mitigerende maatregelen die genomen kunnen worden waardoor grondrechten niet of minder worden geraakt en eventuele nadelige gevolgen verzacht kunnen worden?</li>
-<li>Gegeven alle voorgaande stappen, bepaal of de inzet van het algoritme en proportioneel is om het <a href="../1-pba-02-formuleren-doelstelling/">beoogde doel</a> te bereiken. Wegen de voordelen op tegen de nadelen?</li>
-</ol>
-<p>Het is van belang voldoende <a href="../1-pba-04-betrek-belanghebbenden/">belanghebbenden te betrekken</a> bij het doorlopen van deze stappen om te zorgen dat alle eventueel nadelige aspecten van het in te zetten algoritme worden meegenomen. 
-Documenteer de doorlopen stappen en leg de keuzes en afwegingen goed vast. </p>
-<div class="admonition note">
-<p class="admonition-title">Opmerking</p>
-<p>Zoals vermeld in de <a href="../../vereisten/aia-27-beoordelen-gevolgen-grondrechten/">vereiste voor beoordeling van gevolgen voor grondrechten uit de AI-verordening</a> moeten sommige hoog-risico AI-systemen een beoordeling doen van de gevolgen voor grondrechten. Het is nog niet bekend welke vorm dit precies moet hebben.</p>
-</div>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
-<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/">grw-01 - Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/">aia-27 - Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</a></td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<!-- Vul hier de relevante bronnen in voor deze maatregel -->
-<ul>
-<li><a href="../../hulpmiddelen/IAMA/">Impact Assessment Mensenrechten en Algoritmes, deel 4</a></li>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, SV.4</a></li>
-</ul>
-<h2 id="risico">Risico</h2>
-<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
-<p>Het risico is dat er grondrechten, anders dan die expliciet beschermd zijn in andere maatregelen en vereisten, aangetast worden.</p>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
-<p>Hoofdstuk 4 van het <a href="../../hulpmiddelen/IAMA/">Impact Assesment Mensenrechten en Algoritmen (IAMA)</a> richt zich specifiek op de grondrechten. In bijlage 1 is tevens een overzicht te vinden van mogelijk relevante grondrechten.</p>
-<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
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-  <h1>Maak een lijst van de meest kwetsbare groepen en bescherm hen extra</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-07</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/fundamentele-rechten/">Fundamentele rechten</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Bepaal wat de impact van het in te zetten algoritme is voor betrokkenen (personen of groepen).
-Bepaal vervolgens of er groepen zijn waarbij de impact van het algoritme dermate groot kan zijn, dat het wenselijk is om deze groepen extra bescherming te bieden.</p>
-<h2 id="toelichting">Toelichting</h2>
-<ul>
-<li>Verschillende groepen kunnen op een andere manier geraakt worden door het inzetten van een algoritme. Dit is afhankelijk van de context waarin het algoritme wordt ingezet, en dient daardoor bij iedere toepassing opnieuw bekeken te worden. </li>
-<li>Bedenk wat er met de uitkomsten van het algoritme gedaan wordt, en wat de consequenties daarvan zijn voor burgers. Hierbij kan gedacht worden aan de volgende aspecten:<ul>
-<li>Worden bepaalde groepen sneller gemonitord?</li>
-<li>Wat als het model het fout heeft? </li>
-<li>Wordt het systeem gebruikt om informatie te verkrijgen, om besluiten voor te bereiden of om zelfstandige besluiten te nemen en welke gevolgen heeft dat voor de mate waarin het algoritme bepalend zal zijn in de praktijk? </li>
-<li>Worden de gegevens veilig en vertrouwelijk behandeld; welke gevolgen zou een datalek hebben voor groepen of categorieën personen?</li>
-<li>Worden data gedeeld met andere partijen en wat is het gevaar dat die misbruik maken van de data met negatieve gevolgen voor groepen of categorieën personen?</li>
-</ul>
-</li>
-<li>Houd hierbij ook rekening met de impact van het in te zetten algoritme op de samenleving (vanuit sociaal, democratisch en milieu/ecologisch perspectief).</li>
-<li>Om de impact op groepen te bepalen, kan het handig zijn een mensenrechtentoets zoals het <a href="https://open.overheid.nl/documenten/ronl-c3d7fe94-9c62-493f-b858-f56b5e246a94/pdf">Impact Assessment Mensenrechten en Algoritmes</a> toe te passen. </li>
-<li>Bepaal of er maatregelen genomen kunnen worden om de geïdentificeerde groepen extra bescherming te bieden. Hierbij kan men denken aan de volgende aspecten: Kan de (extra) administratieve druk voor bepaalde groepen worden weggenomen? Worden resultaten van het algoritme naast de resultaten van een expert gelegd? Is het wenselijk om een proces in te richten waarbij zowel algoritme als een expert een uitkomst geven? Kunnen we de betreffende groep extra hulp aanbieden? Is het wenselijk bij negatieve uitkomsten een vier-ogen-principe toe te passen? </li>
-<li>De impact van het algoritme op de groepen die geïdentificeerd worden in deze stap, kunnen mogelijk onderzocht worden in een <a href="../5-ver-02-biasanalyse/">biasanalyse</a>. Daarbij kan geidentificeerd worden of bepaalde groepen oververtegenwoordigd of ondervertegenwoordigd zijn in selecties, of dat het algoritme andere of meer fouten maakt voor bepaalde groepen. </li>
-<li>Merk op dat het onmogelijk is om de risico's voor alle specifieke groepen af te vangen. Hierbij kan het helpen om te focussen op de meest kwetsbare groepen. </li>
-</ul>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/">grw-01 - Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/">aia-04 - Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen.</a></td></tr></tbody></table>
-</details>
-<h2 id="risico">Risico</h2>
-<p>De impact van het algoritme op de besluitvorming en op personen, doelgroepen en/of de samenleving is niet inzichtelijk, waardoor onvoldoende maatregelen zijn getroffen om ongewenste effecten (zoals bias en discriminatie) te voorkomen. </p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, SV.4, DM.16</a></li>
-<li><a href="https://www.tweedekamer.nl/downloads/document?id=2024D15214">Kamerstukken II 2023/24, 31066-1374</a></li>
-<li><a href="https://open.overheid.nl/documenten/ronl-c3d7fe94-9c62-493f-b858-f56b5e246a94/pdf">Impact Assessment Mensenrechten en Algoritmes, 4.1</a></li>
-<li><a href="https://open.overheid.nl/documenten/ronl-3f9fa69c-acf4-444d-96e1-5c48df00eb3c/pdf">Handreiking non-discriminatie by design, 1.7 en 1.8 en 1.15</a></li>
-</ul>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html
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-  <h1>Bepaal welke documenten voor hoe lang gearchiveerd moeten worden</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-08</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Stel vast welke documenten, (samengesteld geheel van) data/informatie van/in het algoritme gelden als "archiefbescheiden" in de zin van <a href="https://wetten.overheid.nl/jci1.3:c:BWBR0007376&amp;hoofdstuk=I&amp;artikel=1&amp;z=2024-06-19&amp;g=2024-06-19">artikel 1 c Archiefwet</a> en documenteer daarvan een overzicht, bij voorkeur vastgesteld door een daartoe bevoegde. Bepaal de bijbehorende bewaartermijnen vast voor de archiefbescheiden.</p>
-<h2 id="toelichting">Toelichting</h2>
-<ul>
-<li>Bij archiefbescheiden kan worden gedacht aan de broncode, trainings- en <abbr title="data die worden gebruikt voor het verrichten van een onafhankelijke evaluatie van het AI-systeem om de verwachte prestaties van dat systeem te bevestigen voordat het in de handel wordt gebracht of in gebruik wordt gesteld">testdata</abbr>, (technische) documentatie en de output. </li>
-<li>Deze archiefbescheiden moeten voor een bepaalde tijd worden bewaard (de bewaartermijn).</li>
-<li>Overleg hierover met de verantwoordelijke binnen de organisatie voor het toepassen van de Archiefwet.</li>
-<li>Het is mogelijk dat de selectielijsten nog niet duiden welke informatie of data, specifiek bij de toepassing van algoritmen, moet worden toegepast en hier dus ook nog geen termijnen bij zijn gekoppeld. </li>
-<li>Stel vast of beperkingen aan openbaarheid van de archiefbescheiden moeten worden gesteld. Er zijn gevallen waarbij het openbaren van archiefbescheiden is uitgesloten. Stem in het begin van het proces (pro-actief) met de opdrachtgever af wat de wenselijkheid is t.a.v.
-transparantie/openheid (uitgangspunt zou 'open, tenzij' moeten zijn).</li>
-<li>Stel vast hoe de archiefbescheiden op een duurzame wijze toegankelijk kunnen worden gemaakt. Het moet mogelijk zijn dat de archiefbescheiden daadwerkelijk overhandigd kunnen worden aan betrokken partijen. Denk hierbij aan burgers, onderneming, toezichthouder of rechters. Duurzaam betekent hier met behoud van functie en kwaliteit voor langere tijd. Onderzoek welke voorziening hiervoor beschikbaar is binnen de organisatie.</li>
-</ul>
-<div class="admonition tip">
-<p class="admonition-title">Tip</p>
-<p>Formeer hierbij een multi-discipinaire groep (bestaande uit bijvoorbeeld een inkoper, ontwikkelaar, data scientist, <abbr title="De proceseigenaar is verantwoordelijk voor de kwaliteit van het proces en de vastlegging daarvan in een processchema">proceseigenaar</abbr> en archiefdeskundige) om deze maatregel toe te passen.</p>
-</div>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/">arc-01 - Informatie over algoritmes wordt in goede, geordende en toegankelijke staat gebracht, bewaard en vernietigd wanneer nodig.</a></td></tr><tr><td>aia-12--bewaartermijn-voor-documentatie</td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://www.inspectie-oe.nl/binaries/inspectie-oe/documenten/publicatie/2021/01/21/rekenen-en-rekenschap/Rekenen+en+rekenschap%2C+Algoritme+en+de+Archiefwet+essay+door+Petra+Helwig+BJu+Tijdschrift+voor+Toezicht++aflevering+1+2020.pdf">Rekenen en rekenschap. Essay over Algoritmes en de Archiefwet</a></li>
-<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes-digitaal-toetsingskader">Toetsingskader Algemene Rekenkamer 4.06</a> </li>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Auditdienst Rijk, DM.13</a> </li>
-</ul>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
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-<h2 id="maatregel">Maatregel</h2>
-<p>Inventariseer of er mogelijk sprake is van een algoritme dat een hoog risico kan inhouden voor de rechten en vrijheden van natuurlijke personen of impactvol kan zijn voor hen en maak in voorkomend geval in de model-verwerkersovereenkomst een uitdrukkelijke verwijzing naar een concreet DPIA-document (met datum/kenmerk) of (indien op dat moment nog in bezit of bekend bij de steller) een expliciet invulveld voor het duiden van de betreffende DPIA, zodat die wordt genoemd ter completeren van de verwerkersovereenkomst vooraf het overeenkomen/ondertekenen van die verwerkersovereenkomst.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Een model-verwerkersoverenkomst is veelal een verplicht onderdeel bij het publiek inkopen van software waarbij persoonsgegevens worden verwerkt en bij de totstandkoming van de overeenkomst.</p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/">avg-13 - Een gegevensbeschermingseffectbeoordeling (DPIA) is verplicht, indien een verwerking van persoonsgegevens waarschijnlijk een hoog risico inhoudt voor de rechten en vrijheden van natuurlijke personen.</a></td></tr></tbody></table>
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-<h2 id="bronnen">Bronnen</h2>
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-  <h1>Stel een multidisciplinair team samen bij het ontwikkelen of inkopen van algoritmes.</h1>
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-<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-09</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Stel een multidisciplinair team samen bij het ontwikkelen of inkopen van algoritmes.</p>
-<h2 id="toelichting">Toelichting</h2>
-<!-- Geef hier een toelichting van deze maatregel -->
-<ul>
-<li>Bij een project gericht op het ontwikkelen of inkopen van algoritmes is het belangrijk dat betrokkenen al in een vroeg stadium samenwerken. Dit betekent dat zowel een interne opdrachtgever als het ontwikkelingsteam of de afdeling inkoop tijdig worden aangehaakt om te zorgen voor een goed afgestemd proces.</li>
-<li>Wanneer het gaat om het ontwikkelen of inkopen van algoritmes, is een multidisciplinair team wenselijk. Zo'n team brengt relevante kennis en ervaring samen om de behoeften en specificaties helder te krijgen. Afhankelijk van de aard en complexiteit van het algoritme kunnen de rollen binnen dit team variëren.</li>
-<li>Naast een interne opdrachtgever, materiedeskundige en gebruiker kun je voor het ontwikkelen van algoritmes denken aan een data-engineer, data scientist, IT-architect, ethicus, data- en privacy-officer. Bij een overheidsopdracht gericht op de inkoop van een algiritme, horen daar nog een (aanbestedings)jurist en inkoper bij. Afhankelijk van de complexiteit van de oplossing zijn meer of minder disciplines en dus te beleggen verantwoordelijkheden binnen het team wenselijk.</li>
-<li>Een multidisciplinair team kan ondersteunen bij het <a href="../1-pba-01-formuleren-probleemdefinitie/">formuleren van de probleemstelling</a> of <a href="../1-pba-02-formuleren-doelstelling/">formuleren van de doelstellingen</a> van een project, verkennen van de mogelijke oplossingsrichtingen en het vertalen van de gewenste oplossingsrichting naar de concrete behoefte.</li>
-</ul>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereisten</h2>
-<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
-<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<!-- Vul hier de relevante bronnen in voor deze maatregel -->
-
-<h2 id="risico">Risico</h2>
-<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
-<p>Zonder een multidisciplinair team is het waarschijnlijk dat belangrijke aspecten voor een verantwoorde inzet van algoritmes niet worden geadresseerd en ongewenste algoritmes worden ontwikkeld of ingekocht.</p>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
-
-<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html
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-  <h1>Maak een Project Startarchitectuur (PSA) voor de ontwikkeling of inkoop van algoritmes</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-10</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Voer een Project Startarchitectuur (PSA) uit als algoritmes worden ontwikkeld of ingekocht.</p>
-<h2 id="toelichting">Toelichting</h2>
-<ul>
-<li>Een Project Startarchitectuur (PSA) is een hulpmiddel dat bij een project wordt ingezet om veranderingen van A naar Beter te faciliteren.</li>
-<li>De PSA richt zich daarbij op de kaders die op een project van toepassing zijn en wat de oplossing bijdraagt aan het realiseren van de gewenste, toekomstige architectuur, wat de implicaties zullen zijn voor bestaande voorzieningen en waar het project zal afwijken van bestaande beelden.</li>
-<li>Met de PSA wordt een concreet en doelgericht ICT-architectuurkader opgesteld, waarbinnen het project moet worden uitgevoerd. </li>
-<li>De PSA maakt concreet wat architectuur voor een project betekent.</li>
-<li>Door een PSA uit te voeren ontstaan inzichten hoe het betreffende algoritme zo optimaal mogelijk onderdeel kan worden gemaakt van het bestaande applicatielandschap, waarmee bijvoorbeeld kan worden voorkomen dat het algoritme of AI-systeem na verloop van tijd geen input meer kan ontvangen door onverwachte wijzigingen in systemen.</li>
-<li>Onderwerpen als privacy, informatiebeheer en beheer worden hierin ook globaal meegenomen. </li>
-</ul>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/">aia-10 - Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/">avg-11 - Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen.</a></td></tr></tbody></table>
-</details>
-<h2 id="risico">Risico</h2>
-<p>Het algoritme kan niet of na verloop van tijd niet meer functioneren, doordat onverwachte of ongewenst wijzigingen in het applicatielandschap plaatsvinden. </p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://www.noraonline.nl/wiki/PSA_(Project_Startarchitectuur)">Project Startarchitectuur,NORA</a></li>
-<li><a href="https://www.noraonline.nl/images/noraonline/9/96/NORA_PSA_format.odt">PSA Format</a></li>
-<li><a href="https://www.noraonline.nl/images/noraonline/9/93/NORA-handleiding_voor_het_opstellen_van_een_PSA.odt">PSA Handleiding</a></li>
-<li>Algoritmekader</li>
-</ul>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<ul>
-<li><a href="https://algoritmeregister.amsterdam.nl/onderzoekswaardigheid-slimme-check-levensonderhoud">Gemeente Amsterdam - Onderzoekswaardigheid Algoritme ‘Slimme check’</a> (Een tool die de medewerkers helpt om te bepalen of een aanvraag levensonderhoud onderzoekswaardig is, niet meer in gebruik!): <a href="https://algoritmeregister.amsterdam.nl/wp-content/plugins/saidot-integratorv2/proxy.php?url=AHn%2B3x1z2imOmm0lOvAus5CVlGVVvJprgQD4cckV1WakmswgAC%2BrBXoElLUqjLFXbQD%2BDhXIfXyZ3PkucbEB8bYD8rpIdh1fkU3iEcm%2FxXU6waCLq20vSGbyXl6UawFq7XJiDRMFN%2BxNwzhI%2F95QAChRcxDzeIa8LP2W35ywKvM8I7gohjeuG9xdZFN5FnS%2FN8tUMXl%2BNJkVrIEciqiCKcbHve9wivl3VdrmOzDQbsQC5xe8HXAv37RzfMcO6eT%2FhL6u5hol%2FUReJGnL9oDr2kfcphEGX%2FSnSW1gCNSQCBn7CBdznwp1m3yE%2Fn66zz%2F0G6CtxyAtc0pASMu8mWrAqLMwzPdKnz7wcfjl3dTwTxQ%3D">Start Architectuurnotitie van dit project</a></li>
-</ul>
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-  <h1>Koop duurzaam algoritmes in</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-11</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/duurzaamheid/">Duurzaamheid</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<!-- Vul hier een omschrijving in van wat deze maatregel inhoudt. -->
-<p>Kies softwareoplossingen van aanbieders die duurzaamheid bevorderen, en stel heldere eisen aan energieverbruik, hernieuwbare energiebronnen en transparantie over de milieuprestaties van software.</p>
-<h2 id="toelichting">Toelichting</h2>
-<!-- Geef hier een toelichting van deze maatregel -->
-<p>Door software duurzaam in te kopen, kun je als organisatie al vroeg in het ontwikkelproces bijdragen aan de verduurzaming van je algoritmes. Kies daarom softwareoplossingen van aanbieders die maatschappelijk verantwoord ondernemen (MVI) en energie-efficiëntie vooropstellen.</p>
-<h3 id="duurzaamheidscriteria-en-selectie-van-aanbieders">Duurzaamheidscriteria en selectie van aanbieders</h3>
-<p>Om software duurzaam in te kopen, kun je aanbieders beoordelen op specifieke duurzaamheidscriteria. Enkele belangrijke criteria zijn:</p>
-<ul>
-<li>het energieverbruik van de software</li>
-<li>het gebruik van hernieuwbare energiebronnen in de benodigde datacenters</li>
-<li>het beperken van CO₂-uitstoot tijdens de levenscyclus van de software</li>
-</ul>
-<p>Vraag om inzicht in milieuprestaties en certificeringen, zoals ISO-14001, om de toewijding van aanbieders aan duurzaamheid te toetsen.
-De ISO-14001 is een internationaal geaccepteerde standaard met eisen voor een milieumanagementsysteem.</p>
-<h3 id="inkoopvoorwaarden-en-contractuele-eisen">Inkoopvoorwaarden en contractuele eisen</h3>
-<p>Stel bij het inkopen duidelijke eisen aan duurzaamheidscriteria, zoals het gebruik van "groene technologieën", het aanbieden van Software-as-a-Service (SaaS) en open standaarden. Zo maak je duurzame keuzes die bijdragen aan een langere levensduur en energie-efficiëntie van je algoritmes. Door KPI’s op te nemen voor energie-efficiëntie en CO₂-reductiedoelen kun je de voortgang van deze doelen concreet monitoren. Je kunt deze voorwaarden opnemen als <a href="../../hulpmiddelen/inkoopvoorwaarden/">standaard inkoopvoorwaarden</a>.</p>
-<h3 id="bonus-malusregeling-en-monitoring">Bonus-malusregeling en monitoring</h3>
-<p>Om naleving van duurzame doelstellingen te stimuleren, kun je een bonus-malusregeling inzetten. Aanbieders ontvangen een bonus wanneer zij duurzame doelstellingen halen, en kunnen worden aangesproken als beloofde duurzaamheidsnormen niet worden behaald. Monitoring via jaarlijkse rapportages helpt om de voortgang van de duurzaamheidsdoelen te evalueren en, indien nodig, bij te sturen.</p>
-<h2 id="extra-overwegingen">Extra overwegingen</h2>
-<p>Extra overwegingen die je kunt maken bij het aankopen van algoritmes, zoals genoemd in de <a href="https://www.pianoo.nl/nl/document/19545/handreiking-hoe-maak-ik-mijn-inkoop-van-software-duurzamer">handreiking 'Hoe maak ik mijn inkoop van software duurzamer?' van PIANOo</a>:</p>
-<ul>
-<li>Ga na of je de software wel echt moet inkopen.</li>
-<li>Probeer zoveel mogelijk uit te vragen in een SaaS-oplossing.</li>
-<li>Vraag een oplossing in een Cloud-omgeving.</li>
-<li>Ga na of ‘serverless’ ook een oplossing is.</li>
-<li>Vraag om de broncode van de software.</li>
-<li>Denk goed na over de technische levensduur van verschillende componenten.</li>
-<li>Open standaarden zijn een vorm van duurzaamheid.</li>
-<li>Pas containerisatie en virtualisatie toe.</li>
-<li>Neem eisen op over opschalingsmogelijkheden.</li>
-</ul>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
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-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr></tbody></table>
-</details>
-<h2 id="risico">Risico</h2>
-<p>Zonder duurzaamheidscriteria bij het inkopen van software loop je het risico op hogere energie- en kostenlasten, en beperk je de mogelijkheden om duurzaamheidsdoelstellingen te halen bij je algoritmes.</p>
-<h2 id="bronnen">Bronnen</h2>
-<!-- Vul hier de relevante bronnen in voor deze maatregel -->
-<ul>
-<li><a href="https://www.pianoo.nl/nl/document/19545/handreiking-hoe-maak-ik-mijn-inkoop-van-software-duurzamer">Handreiking: Hoe maak ik mijn inkoop van software duurzamer? (PIANOo)</a></li>
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-  <h1>Beschrijf welke data gebruikt wordt voor de beoogde toepassing</h1>
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-<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-02</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/data/">Data</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Beschrijf welke data gebruikt wordt voor de beoogde toepassing. </p>
-<h2 id="toelichting">Toelichting</h2>
-<ul>
-<li>Maak in een vroege fase van de ontwikkeling een inschatting van welke data er gebruikt gaat worden voor het algoritme.</li>
-<li>Leg na het uitvoeren van een <a href="../2-owp-02-data-beschikbaarheid/">beschikbaarheids-</a>, <a href="../3-dat-01-datakwaliteit/">kwaliteit</a> en toegankelijkheidsanalyse vast, welke data wordt verwerkt voor het ontwikkelen en gebruiken van het algoritme</li>
-<li>Beschrijf daarbij om wat voor gegevens het gaat en uit welke bron deze komen.</li>
-<li>Bepaal of het is <a href="../2-owp-03-doel-verwerken-persoonsgegevens/">toegestaan om deze data</a> te verwerken.</li>
-<li>Het is denkbaar dat het onderzoek van de kwaliteit van de data in een latere fase in de levenscyclus pas grondig kan worden uitgevoerd. </li>
-</ul>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<h2 id="risico">Risico</h2>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
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-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/">aia-05 - Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr></tbody></table>
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-  <h1>Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</h1>
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-<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-12</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<!-- Vul hier een omschrijving in van wat deze maatregel inhoudt. -->
-<p>Bespreek de vereiste die gelden voor een verantwoorde inzet van algoritmes met een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>.</p>
-<h2 id="toelichting">Toelichting</h2>
-<!-- Geef hier een toelichting van deze maatregel -->
-<p>Ga met een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> in gesprek over in hoeverre zij invulling kunnen geven aan de vereisten die gelden voor een verantwoorde inzet van algoritmes. Dit kan worden gedaan bijvoorbeeld bij een informatiesessie met aanbieders voorafgaand aan een aanbesteding. </p>
-<p>Op basis van nieuwe of gewijzigde wet- en regelgeving of de totstandkoming van nieuwe standaard, is het denkbaar dat aanbieders van algoritmes nog niet of niet meer voldoet aan deze vereisten. Het is van belang om deze inzichten bijvoorbeeld tijdens een aanbesteding worden verkregen. Indien van toepassing, laat de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> inzichtelijk maken welke stappen deze gaat zetten om hieraan te gaan voldoen. Dit is ook relevant bij reeds afgesloten contracten.</p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
-
-<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/">aia-02 - Beoordeling als niet 'hoog-risico-AI-systeem' is gedocumenteerd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/">aia-03 - Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/">aia-04 - Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/">aia-05 - Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/">aia-06 - Hoog-risico-AI-systemen zijn voorzien van voldoende technische documentatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/">aia-07 - Hoog-risico-AI-systemen loggen automatisch bepaalde gegevens.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/">aia-08 - Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/">aia-09 - Hoog-risico-AI-systemen staan onder menselijk toezicht.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/">aia-10 - Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/">aia-11 - Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/">aia-12 - Documentatie over hoog-risico-AI-systemen wordt 10 jaar bewaard door de aanbieder.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/">aia-13 - Logs van hoog-risico-AI-systemen worden zes maanden bewaard door de aanbieder.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/">aia-14 - Hoog-risico-AI-systemen worden pas geleverd of gebruikt na een conformiteitsbeoordelingsprocedure.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/">aia-15 - Hoog-risico-AI-systemen zijn voorzien van een EU-conformiteitsverklaring.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/">aia-16 - Hoog-risico-AI-systemen zijn voorzien van een CE-markering.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/">aia-17 - Hoog-risico-AI-systemen zijn geregistreerd in de EU-databank.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/">aia-18 - Als een hoog-risico-AI-systeem niet voldoet aan de AI-verordening, grijpt de aanbieder in.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/">aia-19 - Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen.</a></td></tr><tr><td>aia-20-verstrekken-van-informatie-op-verzoek</td></tr><tr><td>aia-21-aantoonbaarheid-vereisten-hoog-risico</td></tr><tr><td>aia-28-recht-op-uitleg-ai-besluiten</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/">aia-27 - Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</a></td></tr><tr><td>aia-30-transparantieverplichtingen</td></tr><tr><td>aia-31-ai-modellen-algemene-doeleinden</td></tr><tr><td>aia-32-ai-modellen-algemene-doeleinden-systeemrisico</td></tr><tr><td>aia-33-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten</td></tr><tr><td>aia-34-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging</td></tr><tr><td>aia-35-verwerking-in-testomgeving</td></tr><tr><td>aia-36-monitoring-na-het-in-de-handel-brengen</td></tr><tr><td>aia-37-melding-ernstige-incidenten</td></tr><tr><td>aia-38-melding-inbreuk-op-ai-verordening</td></tr><tr><td>aia-39-recht-klacht-indienen-bij-ai-bureau</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/">bzk-01 - Impactvolle algoritmes en hoog-risico-AI-systemen staan in het Nederlandse Algoritmeregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/">arc-01 - Informatie over algoritmes wordt in goede, geordende en toegankelijke staat gebracht, bewaard en vernietigd wanneer nodig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/">aut-01 - Auteursrechten zijn beschermd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/">avg-01 - Persoonsgegevens worden op een rechtmatige manier verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/">avg-02 - Persoonsgegevens worden zo kort mogelijk bewaard.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/">avg-03 - Persoonsgegevens worden zo min mogelijk verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/">avg-04 - Persoonsgegevens en andere data verwerken gebeurt proportioneel en subsidiair.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/">avg-05 - Persoonsgegevens zijn juist en actueel.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/">avg-06 - Organisaties kunnen bewijzen dat zij persoonsgegevens op de juiste manier verwerken.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/">avg-07 - Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/">avg-08 - Gevoelige persoonsgegevens worden alleen gebruikt als hiervoor een wettelijke uitzondering geldt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/">avg-09 - Betrokkenen kunnen een beroep doen op hun privacyrechten.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/">avg-10 - Besluiten die levens kunnen beïnvloeden, zijn niet volledig geautomatiseerd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/">avg-11 - Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/">avg-12 - Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/">avg-13 - Een gegevensbeschermingseffectbeoordeling (DPIA) is verplicht, indien een verwerking van persoonsgegevens waarschijnlijk een hoog risico inhoudt voor de rechten en vrijheden van natuurlijke personen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/">awb-02 - Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/">dat-01 - Databanken worden alleen gebruikt met toestemming van de databank-producent</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/">grw-01 - Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/">grw-02 - Algoritmes discrimineren niet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/">woo-01 - Iedereen kan openbare informatie over algoritmes vinden of aanvragen</a></td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<!-- Vul hier de relevante bronnen in voor deze maatregel -->
-
-<h2 id="risico">Risico</h2>
-<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
-<p>Door de vereisten voor een verantwoorde inzet van algoritmes niet te bespreken met aanbieders, is het voor hen (deels) onduidelijk aan welke vereisten diens algoritmes moet voldoen om te kunnen contractueren met overheidsorganisaties.</p>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
-
-<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
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-<h2 id="maatregel">Maatregel</h2>
-<p>Ontwerp algoritmes gericht op eenvoud en efficiëntie, zodat het energieverbruik en de benodigde rekenkracht tijdens gebruik minimaal blijven.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Complexe algoritmes vereisen vaak aanzienlijke rekenkracht, wat energie-intensief kan zijn. Door algoritmes minder complex en rekenintensief te ontwerpen, verlaag je de benodigde middelen en energie bij het trainen en uiteindelijk toepassen van deze algoritmes. Een efficiënter ontwerp maakt de algoritmes energiezuiniger in de trainings- en gebruiksfase en draagt zo bij aan duurzaamheid in de gehele levenscyclus.</p>
-<h3 id="modellen-vereenvoudigen-en-focussen-op-kernfunctionaliteit">Modellen vereenvoudigen en focussen op kernfunctionaliteit</h3>
-<p>Wanneer je een nieuw algoritme ontwikkelt, kun je de omvang en rekenbelasting beperken door alleen noodzakelijke functionaliteit op te nemen. Focus op de kernfunctionaliteit, zodat je gebruik maakt van een kleiner model dat beter te begrijpen en gemakkelijker te beheren is. Het vermijden van overbodige functionaliteiten maakt het algoritme minder zwaar en verlaagt de milieu-impact aanzienlijk.</p>
-<h3 id="minder-complexiteit-door-divide-and-conquer-en-dynamisch-programmeren">Minder complexiteit door divide-and-conquer en dynamisch programmeren</h3>
-<p>Een populaire methode om complexiteit te verlagen is het <em>divide-and-conquer</em> principe, waarbij je een grote algoritmische berekening opsplitst in kleinere, overzichtelijke deelberekeningen en deze vervolgens oplost (je splitst hierbij het technische probleem in meerdere kleinere problemen). Dit vermindert de rekenlast aanzienlijk en verhoogt de efficiëntie. Ook kun je met <em>dynamisch programmeren</em> optimalisaties toevoegen door eerder berekende resultaten op te slaan en te hergebruiken, wat herhaling van berekeningen voorkomt en de rekenkracht vermindert.</p>
-<h3 id="minder-complexiteit-door-modeloptimalisatie">Minder complexiteit door modeloptimalisatie</h3>
-<ul>
-<li>Door gebruik te maken van <em>pruning</em> kunnen minder relevante verbindingen en nodes in een neuraal netwerk worden verwijderd, waardoor de rekenbelasting vermindert.</li>
-<li><em>Quantization</em> verlaagt de precisie van numerieke waarden in een model, wat opslag en rekenkracht verlaagt zonder de prestaties significant te beïnvloeden.</li>
-<li><em>Knowledge distillation</em> kan verder helpen door de kennis van een groot model over te dragen naar een kleiner, minder complex model, dat vervolgens efficiënter werkt.</li>
-</ul>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<p>Geen vereisten beschikbaar voor deze maatregel.</p>
-</details>
-<h2 id="risico">Risico</h2>
-<p>Ontwerpen zonder oog voor efficiëntie kan leiden tot energie-intensieve algoritmes die hoge kosten en milieubelasting met zich meebrengen.</p>
-<h2 id="bronnen">Bronnen</h2>
-<h2 id="-what-is-knowledge-distillation-ibm">- <a href="https://www.ibm.com/topics/knowledge-distillation">What is knowledge distillation? (IBM)</a></h2>
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-  <h1>Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</h1>
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-<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-13</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<!-- Vul hier een omschrijving in van wat deze maatregel inhoudt. -->
-<p>Maak vereisten voor algoritmes onderdeel van contractvoorwaarden en de contractovereeenkomst.</p>
-<h2 id="toelichting">Toelichting</h2>
-<!-- Geef hier een toelichting van deze maatregel -->
-<ul>
-<li>Door vereisten die gelden voor algoritmes onderdeel te maken van contractvoorwaarden, is voor een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> vooraf duidelijk aan welke voorwaarden zij moeten voldoen als zijn algoritmes willen aanbieden aan overheidsorganisaties.</li>
-<li>Het is van belang om een afweging te maken welke vereisten voor algoritmes als <a href="../../hulpmiddelen/inkoopvoorwaarden/">'algemene contractvoorwaarden'</a> kunnen gelden en welke aanvullend in een contractovereenkomst moeten worden opgenomen.</li>
-</ul>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
-
-<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/">aia-02 - Beoordeling als niet 'hoog-risico-AI-systeem' is gedocumenteerd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/">aia-03 - Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/">aia-04 - Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/">aia-05 - Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/">aia-06 - Hoog-risico-AI-systemen zijn voorzien van voldoende technische documentatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/">aia-07 - Hoog-risico-AI-systemen loggen automatisch bepaalde gegevens.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/">aia-08 - Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/">aia-09 - Hoog-risico-AI-systemen staan onder menselijk toezicht.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/">aia-10 - Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/">aia-11 - Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/">aia-12 - Documentatie over hoog-risico-AI-systemen wordt 10 jaar bewaard door de aanbieder.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/">aia-13 - Logs van hoog-risico-AI-systemen worden zes maanden bewaard door de aanbieder.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/">aia-14 - Hoog-risico-AI-systemen worden pas geleverd of gebruikt na een conformiteitsbeoordelingsprocedure.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/">aia-15 - Hoog-risico-AI-systemen zijn voorzien van een EU-conformiteitsverklaring.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/">aia-16 - Hoog-risico-AI-systemen zijn voorzien van een CE-markering.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/">aia-17 - Hoog-risico-AI-systemen zijn geregistreerd in de EU-databank.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/">aia-18 - Als een hoog-risico-AI-systeem niet voldoet aan de AI-verordening, grijpt de aanbieder in.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/">aia-19 - Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen.</a></td></tr><tr><td>aia-20-verstrekken-van-informatie-op-verzoek</td></tr><tr><td>aia-21-aantoonbaarheid-vereisten-hoog-risico</td></tr><tr><td>aia-28-recht-op-uitleg-ai-besluiten</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/">aia-27 - Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</a></td></tr><tr><td>aia-30-transparantieverplichtingen</td></tr><tr><td>aia-31-ai-modellen-algemene-doeleinden</td></tr><tr><td>aia-32-ai-modellen-algemene-doeleinden-systeemrisico</td></tr><tr><td>aia-33-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten</td></tr><tr><td>aia-34-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging</td></tr><tr><td>aia-35-verwerking-in-testomgeving</td></tr><tr><td>aia-36-monitoring-na-het-in-de-handel-brengen</td></tr><tr><td>aia-37-melding-ernstige-incidenten</td></tr><tr><td>aia-38-melding-inbreuk-op-ai-verordening</td></tr><tr><td>aia-39-recht-klacht-indienen-bij-ai-bureau</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/">bzk-01 - Impactvolle algoritmes en hoog-risico-AI-systemen staan in het Nederlandse Algoritmeregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/">arc-01 - Informatie over algoritmes wordt in goede, geordende en toegankelijke staat gebracht, bewaard en vernietigd wanneer nodig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/">aut-01 - Auteursrechten zijn beschermd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/">avg-01 - Persoonsgegevens worden op een rechtmatige manier verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/">avg-02 - Persoonsgegevens worden zo kort mogelijk bewaard.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/">avg-03 - Persoonsgegevens worden zo min mogelijk verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/">avg-04 - Persoonsgegevens en andere data verwerken gebeurt proportioneel en subsidiair.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/">avg-05 - Persoonsgegevens zijn juist en actueel.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/">avg-06 - Organisaties kunnen bewijzen dat zij persoonsgegevens op de juiste manier verwerken.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/">avg-07 - Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/">avg-08 - Gevoelige persoonsgegevens worden alleen gebruikt als hiervoor een wettelijke uitzondering geldt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/">avg-09 - Betrokkenen kunnen een beroep doen op hun privacyrechten.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/">avg-10 - Besluiten die levens kunnen beïnvloeden, zijn niet volledig geautomatiseerd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/">avg-11 - Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/">avg-12 - Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/">avg-13 - Een gegevensbeschermingseffectbeoordeling (DPIA) is verplicht, indien een verwerking van persoonsgegevens waarschijnlijk een hoog risico inhoudt voor de rechten en vrijheden van natuurlijke personen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/">awb-02 - Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/">dat-01 - Databanken worden alleen gebruikt met toestemming van de databank-producent</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/">grw-01 - Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/">grw-02 - Algoritmes discrimineren niet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/">woo-01 - Iedereen kan openbare informatie over algoritmes vinden of aanvragen</a></td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<!-- Vul hier de relevante bronnen in voor deze maatregel -->
-<ul>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, SV.11</a></li>
-<li><a href="https://www.pianoo.nl/nl/inkoopproces/fase-1-voorbereiden/specificeren/specificeren-algemene-voorwaarden">Specificeren algemene inkoopvoorwaarden</a></li>
-</ul>
-<h2 id="risico">Risico</h2>
-<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
-<p>Door de vereisten voor een verantwoorde inzet van algoritmes niet te communiceren met aanbieders, is het voor hen (deels) onduidelijk aan welke vereisten diens algoritmes moet voldoen om te kunnen contractueren met overheidsorganisaties.</p>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
-<ul>
-<li><a href="https://www.amsterdam.nl/innovatie/digitalisering-technologie/algoritmen-ai/contractvoorwaarden-algoritmen/">Contractvoorwaarden gemeente Amsterdam</a></li>
-<li><a href="https://public-buyers-community.ec.europa.eu/sites/default/files/2023-10/AI_Procurement_Clauses_template_High_Risk%20NL.pdf">Europese Inkoopvoorwaarden Hoog Risico</a> </li>
-<li><a href="https://public-buyers-community.ec.europa.eu/sites/default/files/2023-10/AI_Procurement_Clauses_Template_NON_HIGH_RISK_NL.pdf">Europese Inkoopvoorwaarden Laag Risico</a></li>
-</ul>
-<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
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-  <h1>Maak het opstellen van een verwerkersovereenkomst onderdeel van de aanbesteding als persoonsgegevens worden verwerkt.</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-14</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Het opstellen van een verwerkersovereenkomst met <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> is onderdeel van de aanbesteding als persoonsgegevens worden verwerkt of noodzakelijk zijn voor het trainen of genereren van output door algoritmes van <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Een verwerkersovereenkomst moet worden opgesteld als persoonsgegevens worden verwerkt voor het trainen of het genereren van output door algoritmes van <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>. Met een verwerkersovereenkomst worden een aantal afspraken schriftelijk vastgelegd het bij de verwerking van persoonsgegevens. Het gaat om de volgende zaken:</p>
-<ul>
-<li>
-<p>Algemene beschrijving. Een omschrijving van het onderwerp, de duur, de aard en het doel van de verwerking, het soort persoonsgegevens, de categorieën van betrokkenen en uw rechten en verplichtingen als verwerkingsverantwoordelijke.</p>
-</li>
-<li>
-<p>Instructies voor de verwerking. De verwerking vindt in principe uitsluitend plaats op basis van uw schriftelijke instructies. De <abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr> mag de persoonsgegevens niet voor eigen doeleinden gebruiken.
-Geheimhoudingsplicht. Personen in dienst van of werkzaam voor de <abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr> hebben een geheimhoudingsplicht.
-Beveiliging. De <abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr> treft passende technische en organisatorische maatregelen om de verwerking te beveiligen. Bijvoorbeeld pseudonimisering en versleuteling van persoonsgegevens, permanente informatiebeveiliging, herstel van beschikbaarheid en toegang tot gegevens bij incidenten, regelmatige beveiligingstesten.</p>
-</li>
-<li>
-<p>Subverwerkers. De <abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr> schakelt geen subverwerker(s) in zonder uw voorafgaande schriftelijke toestemming. De <abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr> legt aan een subverwerker in een subverwerkersovereenkomst dezelfde verplichtingen op als de <abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr> richting u heeft. In de overeenkomst kunt u ook direct afspreken dat de <abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr> subverwerkers mag inschakelen en onder welke voorwaarden. Komt de subverwerker de verplichtingen niet na? Dan blijft de <abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr> volledig aansprakelijk richting u voor het nakomen van de verplichtingen van de subverwerker (artikel 28, vierde lid, van de AVG).</p>
-</li>
-<li>
-<p>Privacyrechten. De <abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr> helpt u om te voldoen aan uw plichten als betrokkenen hun privacyrechten uitoefenen (zoals het recht op inzage, correctie, verwijdering en dataportabiliteit).</p>
-</li>
-<li>
-<p>Andere verplichtingen. De <abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr> helpt u ook om andere verplichtingen na te komen. Zoals bij het melden van datalekken, het uitvoeren van een data protection impact assessment (DPIA) en bij een voorafgaande raadpleging.</p>
-</li>
-<li>
-<p>Gegevens verwijderen. Na afloop van de verwerkingsdiensten verwijdert de <abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr> de gegevens. Of bezorgt de <abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr> de gegevens aan u terug, als u dat wilt. Ook verwijdert de <abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr> kopieën. Tenzij de <abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr> wettelijk verplicht is de gegevens te bewaren.</p>
-</li>
-<li>
-<p>Audits. De <abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr> werkt mee aan uw audits of die van een derde partij. En stelt alle relevante informatie beschikbaar om te kunnen controleren of de <abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr> zich houdt aan de hierboven genoemde verplichtingen (artikel 28 AVG).</p>
-</li>
-</ul>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/">avg-13 - Een gegevensbeschermingseffectbeoordeling (DPIA) is verplicht, indien een verwerking van persoonsgegevens waarschijnlijk een hoog risico inhoudt voor de rechten en vrijheden van natuurlijke personen.</a></td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<p><a href="https://www.autoriteitpersoonsgegevens.nl/themas/basis-avg/avg-algemeen/verwerkersovereenkomst">Verwerkersovereenkomst</a></p>
-<h2 id="risico">Risico</h2>
-<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
-<p>Er is sprake van een onrechtmatige verwerking van persoonsgegevens als geen verwerkersovereenkomst is opgesteld tussen de <abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr> en de verwerkingsverantwoordelijke. </p>
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-<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
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-<h2 id="maatregel">Maatregel</h2>
-<!-- Vul hier een omschrijving in van wat deze maatregel inhoudt. -->
-<p>Maak het leveren van bewijs voor het voldoen aan de vereiste onderdeel van de beoordeling van een inschrijving</p>
-<h2 id="toelichting">Toelichting</h2>
-<!-- Geef hier een toelichting van deze maatregel -->
-<p>Het leveren van bewijs door <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> dat de ontwikkelde algoritmes voldoen aan de vereisten, draagt bij aan het kunnen beoordelen of een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> geschikt is om mee te contracteren. Bij het leveren van bewijs kan worden gedacht aan het overhandigen van bijvoorbeeld een certificaat of een EU-conformiteitsverklaring voor hoog risico AI-systemen. </p>
-<p>Daarbij is het relevant om te beoordelen in hoeverre er is voldaan aan geharmoniseerde standaarden. Deze standaarden zijn momenteel in ontwikkeling. In de (nabije) toekomst zal dit naar verwachting op een vergelijkbare manier kunnen worden benaderd als bij het moeten leveren van een NEN-ISO 27001 certificaat (voldoen aan informatiebeveiligingsvereisten) door een leverancier. </p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
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-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/">aia-14 - Hoog-risico-AI-systemen worden pas geleverd of gebruikt na een conformiteitsbeoordelingsprocedure.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/">aia-15 - Hoog-risico-AI-systemen zijn voorzien van een EU-conformiteitsverklaring.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/">aia-16 - Hoog-risico-AI-systemen zijn voorzien van een CE-markering.</a></td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<!-- Vul hier de relevante bronnen in voor deze maatregel -->
-
-<pre><code>
-</code></pre>
-<h2 id="risico">Risico</h2>
-<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
-<p>Er wordt gecontracteerd met een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> die niet voldoet aan de vereisten voor een verantwoorde inzet van algoritmes. </p>
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-  <h1>Laat aanbieder(s) bewijs leveren dat de door hen ontwikkelde algoritmes geen inbreuk maken op de auteursrechten van derden met de trainingsdata en de output.</h1>
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-<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-16</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/data/">Data</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Maak het al dan niet kunnen leveren van bewijs door een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> dat auteursrechten niet worden geschonden met de <abbr title="data die worden gebruikt voor het trainen van een AI-systeem door de leerbare parameters hiervan aan te passen">trainingsdata</abbr> en output van diens algoritme van bijvoorbeeld een aanbesteding.</p>
-<h2 id="toelichting">Toelichting</h2>
-<h3 id="trainingsdata">Trainingsdata</h3>
-<ul>
-<li>
-<p>Algoritmes worden veelal getraind aan de hand van een omvangrijke hoeveelheid data. Wanneer grote hoeveelheden data, bijvoorbeeld door deze te scrapen van internet, worden gebruikt is het zeer aannemelijk (of: nagenoeg zeker) dat zich onder de gescrapete inhoud (ook) veel auteursrechtelijk beschermde werken bevinden, zoals bijvoorbeeld e-books en afbeeldingen. De gebruikte auteursrechtelijke werken kunnen soms bijvoorbeeld uit illegale bron verkregen zijn, en ook los daarvan zijn rechthebbenden veelal niet op de hoogte van het feit dat hun auteursrechtelijke werken voor de ontwikkeling van een algoritme of AI gebruikt worden.</p>
-</li>
-<li>
-<p>Onder auteursrechtjuristen wordt aangenomen dat het gebruik van auteursrechtelijk beschermde werken ter training van algoritmes (waarschijnlijk) als kopiëren geldt: een handeling die de rechthebbende kan verbieden. Dat betekent dat aanbieders van algoritmes het gebruik van auteursrechtelijk beschermd materiaal in de inputfase steeds moeten kunnen legitimeren op grond van (a) toestemming van de rechthebbende(n) of (b) een in de wet neergelegde exceptie op het auteursrechtelijke verveelvoudigingsrecht.</p>
-</li>
-<li>
-<p>Laat de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>(s) uitleggen en (aantoonbaar) onderbouwen op welke manier de <abbr title="data die worden gebruikt voor het trainen van een AI-systeem door de leerbare parameters hiervan aan te passen">trainingsdata</abbr> is verkregen en of dit rechtmatig was. Laat de aanbieders(s) ook aantonen welke maatregelen er zijn getroffen om dit te voorkomen en ga hier eventueel over in gesprek. Maak een jurist onderdeel van de beoordeling hiervan. Overweeg om een bronvermelding te laten opnemen.</p>
-</li>
-</ul>
-<h3 id="output">Output</h3>
-<p>Laat de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>(s) uitleggen en (aantoonbaar) onderbouwen op welke manier de <abbr title="data die worden gebruikt voor het trainen van een AI-systeem door de leerbare parameters hiervan aan te passen">trainingsdata</abbr> is verkregen en of dit rechtmatig was. Laat de aanbieders(s) ook aantonen welke maatregelen er zijn getroffen om dit te voorkomen. Maak een jurist onderdeel van de beoordeling hiervan. Overweeg om een bronvermelding te laten opnemen.</p>
-<h3 id="risicomanagement">Risicomanagement</h3>
-<p>Het is van belang dat de (rest)risico's inzichtelijk zijn gemaakt als er sprake is van een (potentiële) schending van auteursrechten. Laat een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> deze risico's inzichtelijk maken, zodat <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> en <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> maatregelen kunnen treffen en handelen als dit nodig is. Beoordeel of deze rest(risico's) acceptabel zijn. </p>
-<h3 id="contractovereenkomst">Contractovereenkomst</h3>
-<p>Neem in de conceptovereenkomst op dat de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> garandeert dat auteursrechten niet worden geschonden met de <abbr title="data die worden gebruikt voor het trainen van een AI-systeem door de leerbare parameters hiervan aan te passen">trainingsdata</abbr> of output van het algoritme en dat <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> dit gedurende de ontwikkeling en levensduur actief bewaakt.</p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/">aut-01 - Auteursrechten zijn beschermd.</a></td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://www.rijksoverheid.nl/documenten/brieven/2023/10/10/1-advies-landsadvocaat-pels-rijcken">Advies Landsadvocaat Pels Rijcken over het gebruik van generatieve AI-tools door medewerkers van de Staat</a></li>
-<li>ARVODI (24.7) en ARBIT (art 8.5 &amp; 8.6)</li>
-</ul>
-<h2 id="risico">Risico</h2>
-<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
-<p>Dat wordt gecontracteerd met een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> waarbij niet kan worden uitgesloten dat auteursrechten worden geschonden. </p>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
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-  <h1>Aansprakelijkheidsvoorwaarden van een aanbieder worden beoordeeld in de aanbesteding</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-17</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Maak de aansprakelijkheidsvoorwaarden die een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> stelt ten aanzien van auteursrechten een vast onderdeel om te beoordelen in de aanbesteding.</p>
-<h2 id="toelichting">Toelichting</h2>
-<ul>
-<li>
-<p>Eindgebruikers van algoritmes kunnen er niet altijd op vertrouwen, of (eenvoudig) nagaan, of datgene wat zij door middel van een algoritme laten genereren, inbreuk maakt op rechten van anderen. Het is onwenselijk dat een eindgebruiker aansprakelijk wordt gesteld voor het maken van een inbreuk op rechten van derden, als deze gebruik maakt van algoritmes die worden aangeboden door aanbieders. Organisatie moeten daarom afspraken hierover maken met aanbieders.</p>
-</li>
-<li>
-<p>Hoe groot de kans is dat eindgebruikers vanwege het gebruik van algoritmes aansprakelijk worden gesteld, is nog onduidelijk. Er zijn wel voorbeelden waarbij eindgebruikers voor een eventuele inbreuk aansprakelijk kunnen worden gesteld.</p>
-</li>
-<li>
-<p>Op dit moment zijn (nog) geen gevallen of rechtszaken bekend waarin eindgebruikers (of hun werkgevers) aansprakelijk zijn gesteld voor een inbreuk op het intellectuele-eigendomsrecht vanwege het gebruik van op basis van algoritme. Feit is echter wel dat een dergelijke aansprakelijkstelling in voorkomende gevallen dus mogelijk zullen zijn, te meer nu de aanbieders van algoritmes in hun algemene voorwaarden het risico voor aansprakelijkheid volledig of grotendeels uitsluiten, of zelfs verlangen dat gebruikers hen vrijwaren voor de gevolgen van eventuele aansprakelijkstellingen.</p>
-</li>
-<li>
-<p>Het is daarom van belang om een beoordeling te maken in hoeverre de aansprakelijkheidsvoorwaarden van de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> passend zijn. Maak een jurist onderdeel van de beoordeling.</p>
-</li>
-</ul>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/">aut-01 - Auteursrechten zijn beschermd.</a></td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<p><a href="https://open.overheid.nl/documenten/16d72572-da6b-422c-8cf8-cdc95a523093/file">Advies Landsadvocaat Pels Rijcken over het gebruik van generatieve AI-tools door medewerkers van de Staat</a></p>
-<h2 id="risico">Risico</h2>
-<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
-<p>Er wordt gecontracteerd met een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> die ongewenste aansprakelijkheidsvoorwaarden hanteert. </p>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html
deleted file mode 100644
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-  <h1>Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</h1>
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-<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-18</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<!-- Vul hier een omschrijving in van wat deze maatregel inhoudt. -->
-<p>Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</p>
-<h2 id="toelichting">Toelichting</h2>
-<!-- Geef hier een toelichting van deze maatregel -->
-<ul>
-<li>Door een vereiste onderdeel te maken van een (sub)gunningscriteria, ontstaat een mogelijkheid voor aanbieders om zich te onderscheiden van andere aanbieders.</li>
-<li>Dit kan zorgen voor een extra stimulatie op kwaliteitsaspecten van algoritmes</li>
-<li>In de context van algoritmes is dit in het bijzonder relevant, bijvoorbeeld in relatie tot vereisten als non-discriminatie, eerbiedigen fundamentele rechten of het verbod op schenden auteursrechten. </li>
-<li>Door vereisten te vertalen naar een (sub)gunningscriteria, kan een inhoudelijke beoordeling worden gemaakt in hoeverre een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> voldoet aan deze vereisten.</li>
-</ul>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
-
-<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
-
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td>aia-28-recht-op-uitleg-ai-besluiten</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/">aut-01 - Auteursrechten zijn beschermd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/">dat-01 - Databanken worden alleen gebruikt met toestemming van de databank-producent</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/">aia-04 - Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/">aia-01 - Personeel en gebruikers zijn voldoende AI-geletterd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/">aia-18 - Als een hoog-risico-AI-systeem niet voldoet aan de AI-verordening, grijpt de aanbieder in.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/">avg-08 - Gevoelige persoonsgegevens worden alleen gebruikt als hiervoor een wettelijke uitzondering geldt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/">grw-01 - Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/">aia-11 - Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/">aia-05 - Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/">aia-27 - Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/">grw-02 - Algoritmes discrimineren niet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/">avg-03 - Persoonsgegevens worden zo min mogelijk verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/">avg-11 - Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/">avg-10 - Besluiten die levens kunnen beïnvloeden, zijn niet volledig geautomatiseerd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/">aia-03 - Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/">aia-04 - Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/">aia-09 - Hoog-risico-AI-systemen staan onder menselijk toezicht.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/">aia-08 - Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/">avg-07 - Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/">aia-03 - Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/">aia-19 - Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen.</a></td></tr><tr><td>aia-20-verstrekken-van-informatie-op-verzoek</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/">woo-01 - Iedereen kan openbare informatie over algoritmes vinden of aanvragen</a></td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<!-- Vul hier de relevante bronnen in voor deze maatregel -->
-
-<ul>
-<li><a href="https://www.pianoo.nl/nl/inkoopproces/fase-1-voorbereiden/keuze-gunningscriterium-en-opstellen-subgunningscriteria">Keuze gunningscriterium en opstellen (sub)gunningscriteria</a></li>
-<li><a href="https://www.pianoo.nl/nl/document/21647/handreiking-beste-prijs-kwaliteitverhouding-de-basis">Handreiking Beste prijs-kwaliteitsverhouding:de basis</a></li>
-<li><a href="https://www.pianoo.nl/nl/inkopen-het-kort/hoe-ga-ik-met-de-regels-om/gunningscriteria/beste-prijs-kwaliteitverhouding">Beste prijs-kwaliteitsverhouding</a></li>
-</ul>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
-
-<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html
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-  <h1>Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</h1>
-
-<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-19</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<!-- Vul hier een omschrijving in van wat deze maatregel inhoudt. -->
-<p>Creëer ruimte om met een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> samen te gaan werken om specifieke vereisten te gaan realiseren.</p>
-<h2 id="toelichting">Toelichting</h2>
-<!-- Geef hier een toelichting van deze maatregel -->
-<ul>
-<li>
-<p>Om op een betekenisvolle manier invulling te geven aan bepaalde vereisten, kan het noodzakelijk zijn dat opdrachtgever en <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> (innovatief) moeten gaan samenwerken. Op basis van nieuwe wet- en regelgeving (bv. AI-Verordening) of geharmoniseerde standaarden kunnen aanbieders mogelijk nog niet voldoen aan nieuwe vereisten. Het kan ook onduidelijk zijn hoe moet worden voldaan aan vereisten nu de technologie zich snel ontwikkelt of dat de specifieke omstandigheden van het beoogde gebruik vragen om een samenspel tussen opdrachtgever en <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>.</p>
-</li>
-<li>
-<p>Bij een verantwoorde inzet van algoritmes kan het bij vereisten zoals <a href="../../../onderwerpen/bias-en-non-discriminatie/">non-discriminatie</a>, <a href="../../../onderwerpen/transparantie/">transparantie</a>, <a href="../../../onderwerpen/menselijke-controle/">menselijke controle</a> en <a href="../../../onderwerpen/fundamentele-rechten/">grondrechten</a> van belang zijn om samen te onderzoeken hoe hier invulling aan moet worden gegeven. Het is belangrijk om bij de behoeftestelling al te verkennen om welke onderwerpen dit mogelijk van toepassing is. Bij een marktverkenning of informatiesessie kan worden verkend hoe aanbieders ervoor staan. Op basis hiervan kan worden beoordeeld in hoeverre bijvoorbeeld in een aanbesteding contractuele ruimte moet worden gecreëerd voor opdrachtgever en <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> om hieraan te werken. </p>
-</li>
-</ul>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
-
-<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/">aia-02 - Beoordeling als niet 'hoog-risico-AI-systeem' is gedocumenteerd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/">aia-03 - Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/">aia-04 - Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/">aia-05 - Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/">aia-06 - Hoog-risico-AI-systemen zijn voorzien van voldoende technische documentatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/">aia-07 - Hoog-risico-AI-systemen loggen automatisch bepaalde gegevens.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/">aia-08 - Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/">aia-09 - Hoog-risico-AI-systemen staan onder menselijk toezicht.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/">aia-10 - Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/">aia-11 - Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/">aia-12 - Documentatie over hoog-risico-AI-systemen wordt 10 jaar bewaard door de aanbieder.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/">aia-13 - Logs van hoog-risico-AI-systemen worden zes maanden bewaard door de aanbieder.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/">aia-14 - Hoog-risico-AI-systemen worden pas geleverd of gebruikt na een conformiteitsbeoordelingsprocedure.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/">aia-15 - Hoog-risico-AI-systemen zijn voorzien van een EU-conformiteitsverklaring.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/">aia-16 - Hoog-risico-AI-systemen zijn voorzien van een CE-markering.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/">aia-17 - Hoog-risico-AI-systemen zijn geregistreerd in de EU-databank.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/">aia-18 - Als een hoog-risico-AI-systeem niet voldoet aan de AI-verordening, grijpt de aanbieder in.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/">aia-19 - Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen.</a></td></tr><tr><td>aia-20-verstrekken-van-informatie-op-verzoek</td></tr><tr><td>aia-21-aantoonbaarheid-vereisten-hoog-risico</td></tr><tr><td>aia-28-recht-op-uitleg-ai-besluiten</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/">aia-27 - Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</a></td></tr><tr><td>aia-30-transparantieverplichtingen</td></tr><tr><td>aia-31-ai-modellen-algemene-doeleinden</td></tr><tr><td>aia-32-ai-modellen-algemene-doeleinden-systeemrisico</td></tr><tr><td>aia-33-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten</td></tr><tr><td>aia-34-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging</td></tr><tr><td>aia-35-verwerking-in-testomgeving</td></tr><tr><td>aia-36-monitoring-na-het-in-de-handel-brengen</td></tr><tr><td>aia-37-melding-ernstige-incidenten</td></tr><tr><td>aia-38-melding-inbreuk-op-ai-verordening</td></tr><tr><td>aia-39-recht-klacht-indienen-bij-ai-bureau</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/">bzk-01 - Impactvolle algoritmes en hoog-risico-AI-systemen staan in het Nederlandse Algoritmeregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/">arc-01 - Informatie over algoritmes wordt in goede, geordende en toegankelijke staat gebracht, bewaard en vernietigd wanneer nodig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/">aut-01 - Auteursrechten zijn beschermd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/">avg-01 - Persoonsgegevens worden op een rechtmatige manier verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/">avg-02 - Persoonsgegevens worden zo kort mogelijk bewaard.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/">avg-03 - Persoonsgegevens worden zo min mogelijk verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/">avg-04 - Persoonsgegevens en andere data verwerken gebeurt proportioneel en subsidiair.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/">avg-05 - Persoonsgegevens zijn juist en actueel.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/">avg-06 - Organisaties kunnen bewijzen dat zij persoonsgegevens op de juiste manier verwerken.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/">avg-07 - Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/">avg-08 - Gevoelige persoonsgegevens worden alleen gebruikt als hiervoor een wettelijke uitzondering geldt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/">avg-09 - Betrokkenen kunnen een beroep doen op hun privacyrechten.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/">avg-10 - Besluiten die levens kunnen beïnvloeden, zijn niet volledig geautomatiseerd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/">avg-11 - Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/">avg-12 - Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/">avg-13 - Een gegevensbeschermingseffectbeoordeling (DPIA) is verplicht, indien een verwerking van persoonsgegevens waarschijnlijk een hoog risico inhoudt voor de rechten en vrijheden van natuurlijke personen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/">awb-02 - Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/">dat-01 - Databanken worden alleen gebruikt met toestemming van de databank-producent</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/">grw-01 - Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/">grw-02 - Algoritmes discrimineren niet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/">woo-01 - Iedereen kan openbare informatie over algoritmes vinden of aanvragen</a></td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<!-- Vul hier de relevante bronnen in voor deze maatregel -->
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-<ul>
-<li><a href="https://www.pianoo.nl/sites/default/files/media/documents/Inspiratiebundel-Ruimte-voor-innovatie-in-het-contract-juni2020.pdf">Ruimte voor Innovatie in het contract</a></li>
-<li><a href="https://s2c.mercell.com/today/34506?type=planning">Aanbesteding Ethische Beeldinwinning en Objectherkenning Openbare Ruimte</a></li>
-</ul>
-<h2 id="risico">Risico</h2>
-<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
-<p>Door niet te kunnen samenwerken aan vereisten, kan de situatie ontstaan dat uiteindelijk niet op een betekenisvolle manier wordt voldaan aan deze vereisten voor een verantwoorde inzet van algoritmes.
-Gebrek aan samenwerking kan leiden tot onvermogen om de benodigde vereisten voldoende in de praktijk te garanderen. Ook is het belangrijk dat de verantwoordelijke goed genoeg begrijpt hoe het algoritme werkt en welke keuzes er gemaakt zijn tijdens het ontwerp, omdat alleen dan goed beoordeeld kan worden welke vereisten zijn voldaan en welke risico’s nog niet of minder goed zijn afgedekt. </p>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
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-<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
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-  <h1>Vul technische documentatie van aanbieder aan met relevante informatie vanuit de gebruiksverantwoordelijke.</h1>
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-<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-20</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Vul technische documentatie van <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> aan met relevante informatie vanuit de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr>, zodat het alle relevante onderdelen van het algoritme zijn beschreven.</p>
-<h2 id="toelichting">Toelichting</h2>
-<ul>
-<li>
-<p>Het is van belang dat duidelijke afspraken worden gemaakt over het opstellen, aanvullen en actueel houden van technische documentatie van algorites. Bij het inkopen van algoritmes moet hier rekening mee worden gehouden. De <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> zal een belangrijk deel van de technische documentatie moeten aanleveren, maar bij gebruik door de gebruiksverantwoordelijken zal deze informatie moeten worden aangevuld. </p>
-</li>
-<li>
-<p>Bespreek met het projectteam welke onderdelen van de technische documentatie, als genoemd in de Bijlage 4 AI-verordening, van het AI-systeem door welke partij (<abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> of <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr>) moeten worden ingevuld of aangevuld. </p>
-</li>
-<li>
-<p>Hierbij is het van belang dat de documentatie aansluit bij de verschillende gebruikers van het systeem, waarbij rekening wordt gehouden met verschillende toepassingen of versies. Bespreek met het projectteam welke onderdelen van de technische documentatie voor AI-systemen, als genoemd in de Bijlage 4 AI-verordening, door welke partij (<abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> of <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr>) moeten worden ingevuld of aangevuld. </p>
-</li>
-</ul>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td>aia-06:-technische-documentatie</td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<h2 id="risico">Risico</h2>
-<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
-<p>Door de technische documentatie niet volledig op te stellen, is niet geheel transparant hoe het algoritme functioneert en kan daar geen verantwoording voor worden afgelegd.    </p>
-<h2 id="voorbeeld">Voorbeeld</h2>
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-  <h1>Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</h1>
-
-<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-21</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<!-- Vul hier een omschrijving in van wat deze maatregel inhoudt. -->
-<p>Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst </p>
-<h2 id="toelichting">Toelichting</h2>
-<!-- Geef hier een toelichting van deze maatregel -->
-<p>Het is van belang dat opdrachtgever mogelijkheden heeft om te controleren in hoeverre door <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>/opdrachtnemer wordt voldaan aan naleving van de contractvoorwaarden</p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
-
-<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/">aia-02 - Beoordeling als niet 'hoog-risico-AI-systeem' is gedocumenteerd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/">aia-03 - Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/">aia-04 - Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/">aia-05 - Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/">aia-06 - Hoog-risico-AI-systemen zijn voorzien van voldoende technische documentatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/">aia-07 - Hoog-risico-AI-systemen loggen automatisch bepaalde gegevens.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/">aia-08 - Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/">aia-09 - Hoog-risico-AI-systemen staan onder menselijk toezicht.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/">aia-10 - Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/">aia-11 - Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/">aia-12 - Documentatie over hoog-risico-AI-systemen wordt 10 jaar bewaard door de aanbieder.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/">aia-13 - Logs van hoog-risico-AI-systemen worden zes maanden bewaard door de aanbieder.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/">aia-14 - Hoog-risico-AI-systemen worden pas geleverd of gebruikt na een conformiteitsbeoordelingsprocedure.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/">aia-15 - Hoog-risico-AI-systemen zijn voorzien van een EU-conformiteitsverklaring.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/">aia-16 - Hoog-risico-AI-systemen zijn voorzien van een CE-markering.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/">aia-17 - Hoog-risico-AI-systemen zijn geregistreerd in de EU-databank.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/">aia-18 - Als een hoog-risico-AI-systeem niet voldoet aan de AI-verordening, grijpt de aanbieder in.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/">aia-19 - Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen.</a></td></tr><tr><td>aia-20-verstrekken-van-informatie-op-verzoek</td></tr><tr><td>aia-21-aantoonbaarheid-vereisten-hoog-risico</td></tr><tr><td>aia-28-recht-op-uitleg-ai-besluiten</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/">aia-27 - Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</a></td></tr><tr><td>aia-30-transparantieverplichtingen</td></tr><tr><td>aia-31-ai-modellen-algemene-doeleinden</td></tr><tr><td>aia-32-ai-modellen-algemene-doeleinden-systeemrisico</td></tr><tr><td>aia-33-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten</td></tr><tr><td>aia-34-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging</td></tr><tr><td>aia-35-verwerking-in-testomgeving</td></tr><tr><td>aia-36-monitoring-na-het-in-de-handel-brengen</td></tr><tr><td>aia-37-melding-ernstige-incidenten</td></tr><tr><td>aia-38-melding-inbreuk-op-ai-verordening</td></tr><tr><td>aia-39-recht-klacht-indienen-bij-ai-bureau</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/">bzk-01 - Impactvolle algoritmes en hoog-risico-AI-systemen staan in het Nederlandse Algoritmeregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/">arc-01 - Informatie over algoritmes wordt in goede, geordende en toegankelijke staat gebracht, bewaard en vernietigd wanneer nodig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/">aut-01 - Auteursrechten zijn beschermd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/">avg-01 - Persoonsgegevens worden op een rechtmatige manier verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/">avg-02 - Persoonsgegevens worden zo kort mogelijk bewaard.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/">avg-03 - Persoonsgegevens worden zo min mogelijk verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/">avg-04 - Persoonsgegevens en andere data verwerken gebeurt proportioneel en subsidiair.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/">avg-05 - Persoonsgegevens zijn juist en actueel.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/">avg-06 - Organisaties kunnen bewijzen dat zij persoonsgegevens op de juiste manier verwerken.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/">avg-07 - Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/">avg-08 - Gevoelige persoonsgegevens worden alleen gebruikt als hiervoor een wettelijke uitzondering geldt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/">avg-09 - Betrokkenen kunnen een beroep doen op hun privacyrechten.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/">avg-10 - Besluiten die levens kunnen beïnvloeden, zijn niet volledig geautomatiseerd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/">avg-11 - Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/">avg-12 - Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/">avg-13 - Een gegevensbeschermingseffectbeoordeling (DPIA) is verplicht, indien een verwerking van persoonsgegevens waarschijnlijk een hoog risico inhoudt voor de rechten en vrijheden van natuurlijke personen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/">awb-02 - Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/">dat-01 - Databanken worden alleen gebruikt met toestemming van de databank-producent</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/">grw-01 - Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/">grw-02 - Algoritmes discrimineren niet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/">woo-01 - Iedereen kan openbare informatie over algoritmes vinden of aanvragen</a></td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<!-- Vul hier de relevante bronnen in voor deze maatregel -->
-
-<ul>
-<li><a href="https://www.amsterdam.nl/innovatie/digitalisering-technologie/algoritmen-ai/contractvoorwaarden-algoritmen/">Contractvoorwaarden gemeente Amsterdam</a></li>
-<li><a href="https://public-buyers-community.ec.europa.eu/sites/default/files/2023-10/AI_Procurement_Clauses_template_High_Risk%20NL.pdf">Europese Inkoopvoorwaarden Hoog Risico</a></li>
-<li><a href="https://public-buyers-community.ec.europa.eu/sites/default/files/2023-10/AI_Procurement_Clauses_Template_NON_HIGH_RISK_NL.pdf">Europese Inkoopvoorwaarden Laag Risico</a></li>
-</ul>
-<h2 id="risico">Risico</h2>
-<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
-<p>Er kunnen geen controles of inspecties worden uitgevoerd om te beoordelen of de algoritmes van <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> nog voldoen aan de vereisten voor een verantwoorde inzet van algoritmes. </p>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
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-<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
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-  <h1>Bepaal in een aanbesteding of algoritmes van een aanbieder bepalende invloed hebben in een besluit richting personen</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-22</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Ga na of algoritmes van een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> een bepalende invloed hebben in een besluit richting personen en laat de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> onderbouwen in hoeverre dit wel of niet het geval is.</p>
-<h2 id="toelichting">Toelichting</h2>
-<ul>
-<li>
-<p>Als overheidsorganisaties algoritmes willen gebruiken van aanbieders, dan zal bijvoorbeeld tijdens een aanbestedingsproces moeten worden beoordeeld in hoeverre deze algoritmes invloed hebben op besluitvormingprocessen van deze organisaties. Algoritmes kunnen namelijk gebruikers ondersteunen bij de totstandkoming van besluiten, maar ook de besluitvorming van gebruikers overnemen. De mate van <a href="../../../onderwerpen/menselijke-controle/">menselijke tussenkomst</a> speelt daarbij een belangrijk rol. </p>
-</li>
-<li>
-<p>Een opdrachtgever moet zelf bepalen welke algoritmes, gezien de specifieke context, wenselijk en toegestaan zijn. Vervolgens moet worden beoordeeld of de algoritmes die worden aangeboden door <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> daarbij aansluiten.</p>
-</li>
-<li>
-<p>Tijdens het aanbestedingsproces moeten daarom inzichten worden verkregen hoe de algoritmes van aanbieders functioneren om tot een beoordeling te kunnen komen. Laat de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> dit toelichten. </p>
-</li>
-</ul>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/">avg-10 - Besluiten die levens kunnen beïnvloeden, zijn niet volledig geautomatiseerd.</a></td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<h2 id="risico">Risico</h2>
-<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
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-  <h1>Laat de aanbieder aangeven welke mate van opleiding en ondersteuning bij de implementatie nodig is om de beoogde algoritmes verantwoord te gebruiken.</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-23</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Laat de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> aangeven welke mate van kennisoverdracht (opleiding en training) en ondersteuning bij de organisatorische implementatie nodig is om de beoogde algoritmes verantwoord te kunnen gebruiken. </p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Beoordeel of de kennisoverdracht en ondersteuning van <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> voldoende is om voor een langere periode zelfstandig op een verantwoorde wijze gebruikt te kunnen maken van de algoritmes.</p>
-<p>Laat de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> aangeven op welk niveau de noodzakelijkerwijs te leveren trainingen passend is voor het beoogde gebruik, waarbij de opdrachtgever vooraf inzicht geeft in het bestaande niveau, zodat een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> concreet kan zijn over eventuele verschillen tussen beiden.</p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/">aia-01 - Personeel en gebruikers zijn voldoende AI-geletterd.</a></td></tr></tbody></table>
-</details>
-<h2 id="risico">Risico</h2>
-<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
-<p>Zonder kennisoverdracht aan de organisaties en gebruikers, ontstaat het risico's dat algoritmes onjuist worden toegepast of dat de output onjuist wordt geïnterpreteerd en zo fouten ontstaan bij het uitvoeren van overheidstaken. </p>
-<h2 id="bronnen">Bronnen</h2>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
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-  <h1>Voer een risico-analyse met de aanbieder uit op het gebied van informatiebeveiliging bij een uitbestedingstraject</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-24</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Voer een risico-analyse met de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> uit op het gebied van informatiebeveiliging bij een uitbestedingstraject</p>
-<h2 id="toelichting">Toelichting</h2>
-<ul>
-<li>Stel vast of een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> voldoet aan de Baseline Informatiebeveiliging Overheid.</li>
-<li>Bespreek de informatiebeveiligingseisen met <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> die verband houden met de beschikbaarheid, integriteit en vertrouwelijkheid van de informatie en de informatiesystemen.</li>
-<li>Bepaal of er, gezien de restrisico's, aanvullende beveiligingsmaatregelen (door de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> of opdrachtgever) moeten worden getroffen om deze te beschermen.</li>
-</ul>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://www.digitaleoverheid.nl/overzicht-van-alle-onderwerpen/cybersecurity/bio-en-ensia/baseline-informatiebeveiliging-overheid/">Baseline Informatiebeveiliging Overheid, BIO 15.1.1.1</a></li>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, IB.29</a></li>
-</ul>
-<h2 id="risico">Risico</h2>
-<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
-<p>Er is onvoldoende zicht op risico's op het gebied van informatiebeveiliging als gebruikt wordt gemaakt van algoritmes van aanbieders. </p>
-<h2 id="voorbeeld">Voorbeeld</h2>
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-  <h1>Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</h1>
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-<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-25</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<!-- Vul hier een omschrijving in van wat deze maatregel inhoudt. -->
-<p>Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</p>
-<h2 id="toelichting">Toelichting</h2>
-<!-- Geef hier een toelichting van deze maatregel -->
-<ul>
-<li>Door vereisten onderdeel te maken van het programma van eisen bij een aanbesteding, is het voor aanbieders duidelijk aan welke specifieke eisen een oplossing moet voldoen.</li>
-<li>Op basis hiervan kan een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> een zo goed mogelijke aanbieding doen.</li>
-<li>Afhankelijk van de behoeftestelling kan het relevant zijn om bepaalde vereisten te verfijnen in het Programma van Eisen en aan te geven wanneer hieraan voldaan is, bijvoorbeeld met betrekking tot het transparantievereiste. Bepaal met het inkoopteam bij welke vereisten dit noodzakelijk is. </li>
-</ul>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
-
-<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/">aia-02 - Beoordeling als niet 'hoog-risico-AI-systeem' is gedocumenteerd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/">aia-03 - Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/">aia-04 - Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/">aia-05 - Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/">aia-06 - Hoog-risico-AI-systemen zijn voorzien van voldoende technische documentatie.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/">aia-07 - Hoog-risico-AI-systemen loggen automatisch bepaalde gegevens.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/">aia-08 - Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/">aia-09 - Hoog-risico-AI-systemen staan onder menselijk toezicht.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/">aia-10 - Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/">aia-11 - Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/">aia-12 - Documentatie over hoog-risico-AI-systemen wordt 10 jaar bewaard door de aanbieder.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/">aia-13 - Logs van hoog-risico-AI-systemen worden zes maanden bewaard door de aanbieder.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/">aia-14 - Hoog-risico-AI-systemen worden pas geleverd of gebruikt na een conformiteitsbeoordelingsprocedure.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/">aia-15 - Hoog-risico-AI-systemen zijn voorzien van een EU-conformiteitsverklaring.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/">aia-16 - Hoog-risico-AI-systemen zijn voorzien van een CE-markering.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/">aia-17 - Hoog-risico-AI-systemen zijn geregistreerd in de EU-databank.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/">aia-18 - Als een hoog-risico-AI-systeem niet voldoet aan de AI-verordening, grijpt de aanbieder in.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/">aia-19 - Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen.</a></td></tr><tr><td>aia-20-verstrekken-van-informatie-op-verzoek</td></tr><tr><td>aia-21-aantoonbaarheid-vereisten-hoog-risico</td></tr><tr><td>aia-28-recht-op-uitleg-ai-besluiten</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/">aia-27 - Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</a></td></tr><tr><td>aia-30-transparantieverplichtingen</td></tr><tr><td>aia-31-ai-modellen-algemene-doeleinden</td></tr><tr><td>aia-32-ai-modellen-algemene-doeleinden-systeemrisico</td></tr><tr><td>aia-33-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten</td></tr><tr><td>aia-34-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging</td></tr><tr><td>aia-35-verwerking-in-testomgeving</td></tr><tr><td>aia-36-monitoring-na-het-in-de-handel-brengen</td></tr><tr><td>aia-37-melding-ernstige-incidenten</td></tr><tr><td>aia-38-melding-inbreuk-op-ai-verordening</td></tr><tr><td>aia-39-recht-klacht-indienen-bij-ai-bureau</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/">bzk-01 - Impactvolle algoritmes en hoog-risico-AI-systemen staan in het Nederlandse Algoritmeregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/">arc-01 - Informatie over algoritmes wordt in goede, geordende en toegankelijke staat gebracht, bewaard en vernietigd wanneer nodig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/">aut-01 - Auteursrechten zijn beschermd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/">avg-01 - Persoonsgegevens worden op een rechtmatige manier verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/">avg-02 - Persoonsgegevens worden zo kort mogelijk bewaard.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/">avg-03 - Persoonsgegevens worden zo min mogelijk verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/">avg-04 - Persoonsgegevens en andere data verwerken gebeurt proportioneel en subsidiair.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/">avg-05 - Persoonsgegevens zijn juist en actueel.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/">avg-06 - Organisaties kunnen bewijzen dat zij persoonsgegevens op de juiste manier verwerken.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/">avg-07 - Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/">avg-08 - Gevoelige persoonsgegevens worden alleen gebruikt als hiervoor een wettelijke uitzondering geldt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/">avg-09 - Betrokkenen kunnen een beroep doen op hun privacyrechten.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/">avg-10 - Besluiten die levens kunnen beïnvloeden, zijn niet volledig geautomatiseerd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/">avg-11 - Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/">avg-12 - Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/">avg-13 - Een gegevensbeschermingseffectbeoordeling (DPIA) is verplicht, indien een verwerking van persoonsgegevens waarschijnlijk een hoog risico inhoudt voor de rechten en vrijheden van natuurlijke personen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/">awb-02 - Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/">dat-01 - Databanken worden alleen gebruikt met toestemming van de databank-producent</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/">grw-01 - Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/">grw-02 - Algoritmes discrimineren niet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/">woo-01 - Iedereen kan openbare informatie over algoritmes vinden of aanvragen</a></td></tr></tbody></table>
-</details>
-<h2 id="risico">Risico</h2>
-<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
-<p>Er is niet gespecificeerd en daarmee achteraf niet afdwingbaar dat algoritmes aan bepaalde vereisten moeten voldoen die van de belangen voor de betreffende overheidsorganisatie. </p>
-<h2 id="bronnen">Bronnen</h2>
-<!-- Vul hier de relevante bronnen in voor deze maatregel -->
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-<p><a href="https://www.pianoo.nl/nl/inkopen-het-kort/hoe-zit-het-inkoopproces-elkaar/hoe-specificeer-ik-mijn-vraag">Hoe specificeer ik mijn vraag?</a></p>
-<h2 id="voorbeeld">Voorbeeld</h2>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-26</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<!-- Vul hier een omschrijving in van wat deze maatregel inhoudt. -->
-<p>Maak de vereiste onderdeel van Service Level Agreement</p>
-<h2 id="toelichting">Toelichting</h2>
-<!-- Geef hier een toelichting van deze maatregel -->
-<ul>
-<li>Onderzoek met het inkoopteam het relevant is om vereiste voor een verantwoorde inzet van algoritmes onderdeel te maken van de Service Level Agreement. </li>
-<li>Met een SLA kunnen specifieke afspraken worden gemaakt over de kwaliteit van de dienstverlening van <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>.</li>
-<li>Hierbij kan worden gedacht aan onderwerpen als incidentmanagement, servicemanagement, verantwoordelijkheden matrix, hersteltijd, prestatiecriteria, reproduceerbaarheid, versiebeheer van de gebruikte algoritmes en informatiebeveiliging. </li>
-<li>Laat de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> aangeven welke vormen van onderhoud aan de betreffende algoritmes nodig zijn en de snelheid waarmee signalen vanuit gebruik, ongeacht de bron, kunnen worden verwerkt in het systeem en welke expertise hiervoor beschikbaar is. </li>
-</ul>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
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-<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/">avg-12 - Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen.</a></td></tr><tr><td>aia-37-melding-ernstige-incidenten</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/">aia-07 - Hoog-risico-AI-systemen loggen automatisch bepaalde gegevens.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/">aia-01 - Personeel en gebruikers zijn voldoende AI-geletterd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/">aia-18 - Als een hoog-risico-AI-systeem niet voldoet aan de AI-verordening, grijpt de aanbieder in.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/">aia-11 - Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/">aia-05 - Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr><tr><td>aia-36-monitoring-na-het-in-de-handel-brengen</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/">aia-03 - Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/">aia-09 - Hoog-risico-AI-systemen staan onder menselijk toezicht.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/">avg-07 - Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/">aia-03 - Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/">aia-19 - Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen.</a></td></tr><tr><td>aia-20-verstrekken-van-informatie-op-verzoek</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/">woo-01 - Iedereen kan openbare informatie over algoritmes vinden of aanvragen</a></td></tr></tbody></table>
-</details>
-<h2 id="risico">Risico</h2>
-<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
-<p>Zonder concrete afspraken te maken in de SLA, ontstaat het risico dat aloritmes (tijdelijk) of te langdurig niet kunnen worden gebruikt, onjuist fuctioneren of dat er geen verantwoording over de output kan worden afgelegd.</p>
-<h2 id="bronnen">Bronnen</h2>
-<!-- Vul hier de relevante bronnen in voor deze maatregel -->
-
-<ul>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, SV.11</a>   </li>
-<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 1.05</a> </li>
-</ul>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
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-<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-27</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Maak (contractuele) afspraken met de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> wie eigenaar is van de data en artefacten die ontstaan bij het gebruik van algoritmes.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Hier kan worden gedacht aan (initiële) trainingsdatasets, outputdata (richting gebruikers) en nieuwe <abbr title="data die worden gebruikt voor het trainen van een AI-systeem door de leerbare parameters hiervan aan te passen">trainingsdata</abbr> (vanuit gebruikers). </p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/">aut-01 - Auteursrechten zijn beschermd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/">dat-01 - Databanken worden alleen gebruikt met toestemming van de databank-producent</a></td></tr></tbody></table>
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-  <h1>Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-28</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</p>
-<h2 id="toelichting">Toelichting</h2>
-<ul>
-<li>Interne vastgestelde beleidskaders moeten worden toegepast bij het ontwikkelen, inkopen of gebruiken van algoritmes.</li>
-<li>Het is van belang dat tijdig, bijvoorbeeld in de <a href="../../../levenscyclus/probleemanalyse/">probleemanalyse fase</a>, inzichtelijk wordt gemaakt welke interne beleidskaders moeten worden toegepast.</li>
-<li>Hierbij kan worden gedacht aan definities die moeten worden gehanteerd, het naleven van inkoopbeleid, strategisch beleid volgen met betrekking tot het mogen inzetten van algoritmes binnen de organisaties of het doorlopen van processen en protocollen die moeten worden toegepast.</li>
-<li>Vraag de <a href="../1-pba-04-betrek-belanghebbenden/">betrokken experts</a> welke beleidskaders van toepassing zijn vanuit diens specifieke expertise. </li>
-<li>Ten behoeve van controles en audits is het van belang dat aantoonbaar wordt gemaakt dat de vastgestelde beleidskaders zijn nageleefd. </li>
-</ul>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/">aia-11 - Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/">aia-05 - Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr><tr><td>aia-37-melding-ernstige-incidenten</td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/">aia-10 - Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/">avg-11 - Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/">aia-03 - Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/">grw-01 - Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/">avg-09 - Betrokkenen kunnen een beroep doen op hun privacyrechten.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/">grw-02 - Algoritmes discrimineren niet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/">aia-19 - Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/">aia-09 - Hoog-risico-AI-systemen staan onder menselijk toezicht.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/">aia-08 - Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen.</a></td></tr><tr><td>aia-20-verstrekken-van-informatie-op-verzoek</td></tr></tbody></table>
-</details>
-<h2 id="risico">Risico</h2>
-<p>De in te zetten algoritmes voldoen niet aan vastgestelde beleidskaders. </p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, SV.8</a></li>
-</ul>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/index.html
deleted file mode 100644
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-  <h1>Stel vast welke betrokkenen geïnformeerd moeten worden en welke informatie zij nodig hebben.</h1>
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-<h2 id="maatregel">Maatregel</h2>
-<!-- Vul hier een omschrijving in van wat deze maatregel inhoudt. -->
-<p>Stel vast welke betrokkenen geïnformeerd moeten worden over de ontwikkeling en het gebruik van algoritmes en welke informatie zij hierover nodig hebben.</p>
-<h2 id="toelichting">Toelichting</h2>
-<!-- Geef hier een toelichting van deze maatregel -->
-<p>Welke informatie over algoritmes relevant is, verschilt per partij. Het is van belang om deze partijen in beeld te brengen en vast te stellen welke informatie voor hen relevant is. Raadpleeg hierbij vastgestelde <a href="../0-org-02-beleid_opstellen_inzet_algoritmes/">beleidskaders</a>, waarin is beschreven welke informatie in welke gevallen moet worden gecommuniceerd.</p>
-<p>Stel bijvoorbeeld de volgende vragen:</p>
-<table>
-<thead>
-<tr>
-<th style="text-align: left;">Vragen</th>
-<th>Acties die je kan ondernemen</th>
-</tr>
-</thead>
-<tbody>
-<tr>
-<td style="text-align: left;">Wie heeft informatie nodig over het ontwikkelen en gebruiken van algoritmes?</td>
-<td>Stel vast welke betrokken(en) binnen of buiten de organisatie iets over het algoritme wil of zou moeten weten.</td>
-</tr>
-<tr>
-<td style="text-align: left;">Wat voor informatie voor algoritmes heeft deze betrokken partij nodig?</td>
-<td>Toets dit ook bij vastgesteld beleid.    Ga na wat de doelgroep moet weten over de werking of inzet van het algoritme. Bepaal om welk technisch niveau dit gaat.</td>
-</tr>
-<tr>
-<td style="text-align: left;">Op wat voor manier informeer je de betrokken partij?</td>
-<td>Pas de juiste methodes toe om de doelgroep te informeren.</td>
-</tr>
-<tr>
-<td style="text-align: left;">Wanneer wordt deze informatie gebruikt?</td>
-<td>Ga na in welke fase van de levenscyclus de gewenste informatie over de werking of inzet van het algoritme wordt gebruikt. Hoe verschilt de informatiebehoefte in elke fase van de levenscyclus?</td>
-</tr>
-<tr>
-<td style="text-align: left;">Wie is er verantwoordelijk voor de informatieverstrekking?</td>
-<td>Bepaal wie er informatie over het algoritme moet ophalen, en wie er voor die informatie kan zorgen.</td>
-</tr>
-</tbody>
-</table>
-<p>Maak bij het vaststellen van de informatiebehoefte onderscheid tussen transparantie, <a href="../2-owp-30-toepassen_uitlegbaarheidstechnieken/">uitlegbaarheid</a> en interpreteerbaarheid. Houd daarbij ook rekening met zaken die moeten worden gecommuniceerd. Denk hierbij aan het kunnen uitleggen hoe een automatisch genomen besluit tot stand is gekomen. </p>
-<p>Stel een communicatieplan op over de ontwikkeling en gebruik van het algoritme. Bepaal vervolgens aan de hand van de levenscyclus wanneer, welke informatie wanneer beschikbaar moet worden gesteld. Stel vast wie verantwoordelijk is voor het opstellen of het leveren van een bijdrage aan deze informatie. In het communicatieplan kunnen verder zaken worden opgenomen als:</p>
-<ul>
-<li>Het doel van het algoritme.</li>
-<li>Mogelijkheden van het algoritme.</li>
-<li>Beperkingen van het algoritme.</li>
-<li>Context waarin het algoritme wordt toegepast.</li>
-<li>Wie heeft informatie nodig?</li>
-<li>Wat voor informatie heeft deze betrokken partij nodig?</li>
-<li>Op wat voor manier informeer je de betrokken partij?</li>
-<li>Wanneer wordt deze informatie gebruikt?</li>
-<li>Wie is er verantwoordelijk voor de informatieverstrekking?</li>
-<li>Hoe en naar wie communiceer je in het geval van een incident?</li>
-<li>Wat is de planning voor de communicatieactiviteiten?</li>
-</ul>
-<p>Overleg regelmatig met betrokkenen en <a href="../1-pba-04-betrek-belanghebbenden/">belanghebbenden</a> in hoeverre de informatieverstrekking aansluit bij de (nieuwe) behoeften.</p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
-
-<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td>aia-08-transparantie-aan-gebruikersverantwoordelijken</td></tr><tr><td>aia-28-transparantieverplichtingen-richting-natuurlijke-personen</td></tr></tbody></table>
-
-<h2 id="bronnen">Bronnen</h2>
-<!-- Vul hier de relevante bronnen in voor deze maatregel -->
-<p>Algoritmekader</p>
-<h2 id="risico">Risico</h2>
-<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
-<p>Het risico is dat partijen niet of onvolledig worden geïnformeerd over de ontwikkeling en gebruik van algoritmes, en hierdoor hun rechten niet kunnen effectueren of belangen kenbaar kunnen maken.</p>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<ul>
-<li><a href="https://communicatiekompas.nl/hulpmiddelen/bouwstenen-van-een-communicatieplan">Bouwstenen van een communicatieplan</a></li>
-<li><a href="https://wmovoorspelmodel.vng.nl/">WMO voorspelmodel</a></li>
-<li><a href="https://wmovoorspelmodel.vng.nl/Handreiking%20Wmo%20Voorspelmodel%20juli%202024.pdf">Handreiking WMO voorspelmodel</a></li>
-<li><a href="https://www.uwv.nl/nl/over-uwv/organisatie/algoritmeregister-uwv/maatwerkscan">Maatwerkscan UWV</a></li>
-<li><a href="https://aangifte.politie.nl/iaai-preintake/#/">Slimme keuzehulp aangifte internetoplichting: Ik heb iets gekocht, maar niets ontvangen</a></li>
-<li><a href="https://www.hillegom.nl/chatbot">Chatbot gemeente Hillegom</a></li>
-</ul>
-<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
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-  <h1>Pas uitlegbaarheidstechnieken toe en evalueer en valideer deze.</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owp-07</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Pas uitlegbaarheidstechnieken toe en evalueer en valideer deze.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Uitlegbaarheidstechnieken helpen om de werking van een algoritme transparant te maken.
-De keuze voor het type algoritme bepaalt hoe transparant je kunt zijn. Van rekenregels kun je namelijk precies uitleggen hoe deze tot een beslissing komen. Maar complexe AI-systemen kunnen een black box zijn. Het is dan onduidelijk hoe deze systemen beslissingen maken. </p>
-<p>Afhankelijk van het type algoritme zijn er uitlegbaarheidstechnieken beschikbaar om de werking en keuzes van een algoritme bloot te leggen. Er moet eerst een keuze worden gemaakt welk type algoritme geschikt is gezien de <a href="../2-owp-29-informeer_betrokkenen/">informatiebehoefte</a>. Het is belangrijk om samen met de betrokken partijen vast te leggen welke uitlegbaarheidstechnieken moeten worden toegepast. Bij bronnen kan informatie worden geraadpleegd die helpen bij het vinden van de juiste methodiek.</p>
-<h3 id="gebruik-uitlegbaarheid-bij-besluiten">Gebruik uitlegbaarheid bij besluiten</h3>
-<p>Onderzoek hoe uitlegbaarheidstechnieken kunnen bijdragen aan het motiveren van besluiten. Dit kan bijvoorbeeld door:</p>
-<pre><code>- De output van het algoritme te koppelen aan het zaakdossier, met een toelichting op de interpretatie van die output.
-- De output of een samenvatting hiervan op te nemen in de beschikking.
-</code></pre>
-<h3 id="beperkingen-en-veiligheid">Beperkingen en veiligheid</h3>
-<p>Vanuit veiligheidsoverwegingen kan bij specifieke algoritmes besloten worden om bepaalde informatie over de werking van een algoritme niet aan iedereen vrij te geven. Denk hierbij aan de beperkingen die de <a href="../../vereisten/woo-01-recht-op-toegang-tot-publieke-informatie/">Wet Open Overheid</a> oplegt. Houd ook rekening met mogelijke risico’s op aanvallen die kunnen ontstaan door het gebruik van uitlegbaarheidstechnieken, zoals omschreven in: A Survey of Privacy-Preserving Model Explanations: Privacy Risks, Attacks, and Countermeasures. </p>
-<h3 id="evaluatie-en-validatie">Evaluatie en validatie</h3>
-<p>Evalueer de uitlegbaarheid van het systeem op functionele, operationele, bruikbaarheids- en veiligheidsvereisten in samenwerking met betrokkenen zoals gebruikers. Valideer of de uitkomst van het algoritme begrijpelijk genoeg is voor gebruiker om hier op een verantwoorde wijze mee te werken.</p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/">aia-08 - Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/">aia-26 - Mensen over wie besluiten worden genomen door een hoog-risico-AI-systemen, krijgen op verzoek informatie over deze besluiten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/">awb-02 - Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit</a></td></tr></tbody></table>
-
-<h2 id="risico">Risico</h2>
-<p>Als er geen rekening wordt gehouden met de uitlegbaarheid van een algoritme binnen een bepaalde context, ontstaat het risico dat de output van het algoritme niet wordt begrepen of verkeerd wordt geïnterpreteerd, wat kan leiden tot onjuist gebruik.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://xaitk.org/">Toolkit voor implementatie</a></li>
-<li><a href="https://shap.readthedocs.io/en/latest/example_notebooks/overviews/An%20introduction%20to%20explainable%20AI%20with%20Shapley%20values.html">An introduction to explainable AI with Shapley values</a></li>
-<li><a href="https://www.ijcai.org/proceedings/2023/0747.pdf">Paper over (de evaluatie van) toolkits</a></li>
-<li><a href="https://www.uxai.design/design-strategy">UXAI: Design Strategy</a></li>
-<li><a href="https://dl.acm.org/doi/pdf/10.1145/3583558">Overzicht (evaluatie van) metrieken XAI</a></li>
-<li><a href="https://ico.org.uk/for-organisations/uk-gdpr-guidance-and-resources/artificial-intelligence/explaining-decisions-made-with-artificial-intelligence/part-2-explaining-ai-in-practice/">Part 2: Explaining AI in practice | ICO</a></li>
-<li><a href="https://arxiv.org/pdf/2404.00673">A Survey of Privacy-Preserving Model Explanations: Privacy Risks, Attacks, and Countermeasures</a></li>
-<li><a href="https://link.springer.com/content/pdf/10.1007/s11948-020-00276-4.pdf">Towards Transparency by Design for Artificial Intelligence | Science and Engineering Ethics</a>.</li>
-<li><a href="https://dl.acm.org/doi/pdf/10.1145/3583558">From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI</a></li>
-</ul>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<ul>
-<li><a href="https://algoritmeregister.amsterdam.nl/onderzoekswaardigheid-slimme-check-levensonderhoud">Gemeente Amsterdam - Onderzoekswaardigheid Algoritme ‘Slimme check’.</a> Een tool die de medewerkers helpt om te bepalen of een aanvraag levensonderhoud onderzoekswaardig is. (niet meer in gebruik!): <a href="https://algoritmeregister.amsterdam.nl/wp-content/plugins/saidot-integratorv2/proxy.php?url=Qkjr73KewvSGp9K9GZcmjTzlFZxCvCvCFeCDZeqMWRfHl5SQ4WcgwEYMZGiOmz3w4DbAf%2B73Yic31bbsTTUISY905oRIWR1r%2Bh06UaTgeZk%2BPcwkNkxWYVfLz5h9mbDw19Fj1XHD1g6w30YkMleiFFhHSpbAez2OaEPto8K6tm9qmPY8wULc9S045oV91H5POhzx9CuNwZTEs%2BC1rhX6sUo5%2BO%2FPoDtN4TAV92gDl9dwxWjbJ9BYI4Jxm6M2GEan253nLkJMa035Ly2QTN7NOvaiuSOqqzjNqOPo8h8Ezryj4o5Q%2B%2FWhYRoA3v2ZM0npHxs9oQ8R5WGIbUKXUYQ2Rf6WyitIeWn6CP6tinNekB0%3D">Overzicht Verwerkte Data en Features</a></li>
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-  <h1>Maak gebruik van een algoritme dat bronvermelding kan genereren bij de output.</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">imp-10</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Maak gebruik van een algoritme dat bronvermelding kan genereren bij de output.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Bij het gebruik van generatieve AI/LLM’s is bronvermelding van belang.
-Hiermee kan tot op zekere hoogte een beoordeling worden gegeven in hoeverre bij het trainen van het AI-model <a href="aut-01-auteursrechten.md">rechtmatig</a> <a href="dat-01-databankenwet.md">gebruik</a> is gemaakt van bronnen.
-Bronvermelding is daarnaast essentieel om de output van het AI-model <a href="../../../levenscyclus/verificatie-en-validatie/">inhoudelijk te kunnen controleren</a>, wat ook informatie geeft in hoeverre het AI-model bijvoorbeeld al dan niet hallucineert of manipuleert. </p>
-<p>Voor het ontwikkelen van een AI-model is bronvermelding noodzakelijk, omdat het voor ontwikkelaars de enige manier is om te kunnen controleren of het model goed werkt. Dit geldt ook voor ontwikkelaars die pre-trained modellen gebruiken. </p>
-<p>Neem het kunnen generenen van een bronvermelding mee als een 'requirement' voor het te ontwikkelen AI-model in de ontwerpfase of maakt het onderdeel van de behoeftestelling en <a href="../2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/">specificeer deze behoefte</a> in het inkoopproces.</p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
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-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/">dat-01 - Databanken worden alleen gebruikt met toestemming van de databank-producent</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/">awb-02 - Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/">aut-01 - Auteursrechten zijn beschermd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/">aia-28 - AI-systemen worden zo ontworpen en gebruikt, dat mensen begrijpen wanneer zij met een AI-systeem communiceren en welke content gemaakt is door een AI-systeem.</a></td></tr><tr><td>aia-09-menselijke-toezicht</td></tr></tbody></table>
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-  <h1>Pas vastgestelde beleidskaders toe</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">org-02</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Pas vastgestelde beleidskaders toe.</p>
-<h2 id="toelichting">Toelichting</h2>
-<ul>
-<li>Vastgestelde (interne) beleidskaders moeten worden toegepast bij het ontwikkelen, inkopen of gebruiken van algoritmes. Denk aan <a href="[0-org-02-beleid_opstellen_inzet_algoritmes.md">specifiek beleid voor de inzet van algoritmes</a>.</li>
-<li>Het is van belang dat tijdig, bijvoorbeeld in de <a href="../../../levenscyclus/probleemanalyse/">probleemanalyse fase</a>, inzichtelijk wordt gemaakt welke interne beleidskaders moeten worden toegepast.</li>
-<li>Hierbij kan worden gedacht aan definities die moet worden gehanteerd, het naleven van inkoopbeleid, strategisch beleid volgen met betrekking tot het mogen inzetten van algoritmes binnen de organisaties of het doorlopen van processen en protocollen die moeten worden toegepast.</li>
-<li>Vraag de <a href="../1-pba-04-betrek-belanghebbenden/">betrokken experts</a> welke beleidskaders van toepassing zijn vanuit diens expertise. </li>
-<li>Ten behoeve van controles en audits is het van belang dat aantoonbaar wordt gemaakt dat de vastgestelde beleidskaders zijn nageleefd. </li>
-</ul>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/">aia-11 - Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/">aia-05 - Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/">aia-03 - Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/">aia-19 - Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/">aia-09 - Hoog-risico-AI-systemen staan onder menselijk toezicht.</a></td></tr></tbody></table>
-</details>
-<h2 id="risico">Risico</h2>
-<p>De in te zetten algoritmes voldoen niet aan vastgestelde beleidskaders. </p>
-<h2 id="bronnen">Bronnen</h2>
-<p><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, SV.8</a></p>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/index.html
deleted file mode 100644
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-  <h1>Controleer de datakwaliteit</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">dat-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/data/">Data</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Stel vast of de gebruikte data van voldoende kwaliteit is voor de beoogde toepassing.</p>
-<h2 id="toelichting">Toelichting</h2>
-<ul>
-<li>
-<p>Stel functionele eisen voor de datakwaliteit vast en <a href="../7-mon-04-evalueer-bij-veranderingen-in-data/">analyseer structureel of er aan deze eisen wordt voldaan</a>. </p>
-</li>
-<li>
-<p>De kwaliteit van de data die als input voor het algoritme wordt gebruikt is bepalend voor de uitkomsten van het algoritme. Hier wordt soms ook naar gerefereerd als <em>garbage in = garbage out</em>. </p>
-</li>
-<li>Een vraag die gesteld dient te worden: beschrijft de data het fenomeen dat onderzocht dient te worden? </li>
-<li>
-<p>Het <a href="https://www.noraonline.nl/wiki/Raamwerk_gegevenskwaliteit">Raamwerk gegevenskwaliteit</a> bevat een breed toepasbare set van kwaliteitsdimensies:</p>
-<ul>
-<li>juistheid</li>
-<li>compleetheid</li>
-<li>validiteit</li>
-<li>consistentie</li>
-<li>actualiteit</li>
-<li>precisie</li>
-<li>plausibiliteit</li>
-<li>traceerbaarheid</li>
-<li>begrijpelijkheid</li>
-</ul>
-<p>Deze dimensies zijn aangevuld met <a href="https://www.noraonline.nl/wiki/Raamwerk_gegevenskwaliteit/Kwaliteitsattributen">kwaliteitsattributen</a> welke gebruikt kunnen worden om de verschillende dimensies meetbaar te maken. </p>
-</li>
-<li>
-<p>De vraag of de data kwaliteit voldoende is, hangt sterk samen met de vraag of er bias in de onderliggende data zit. Analyseer daarom ook welke bias en aannames er besloten zijn in de onderliggende data. Denk hierbij onder andere aan de volgende vormen van bias:</p>
-<ul>
-<li><a href="../../../onderwerpen/bias-en-non-discriminatie/#verschillende-vormen-van-bias">historische bias</a></li>
-<li><a href="../../../onderwerpen/bias-en-non-discriminatie/#verschillende-vormen-van-bias">meetbias</a></li>
-<li><a href="../../../onderwerpen/bias-en-non-discriminatie/#verschillende-vormen-van-bias">representatie bias</a></li>
-</ul>
-</li>
-<li>
-<p>Zorg dat je data <a href="../3-dat-02-fair-data/">vindbaar, toegankelijk, interoperabel en herbruikbaar (FAIR)</a> is.</p>
-</li>
-</ul>
-<div class="admonition note">
-<p class="admonition-title">Let op!</p>
-<p>Wanneer je een algoritme inkoopt en de ontwikkeling van het algoritme uitbesteedt aan een derde partij, houdt er dan dan rekening mee dat data traceerbaar en reproduceerbaar moet zijn. Maak hier heldere afspraken over met de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>. </p>
-</div>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/">avg-05 - Persoonsgegevens zijn juist en actueel.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/">aia-05 - Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr></tbody></table>
-</details>
-<h2 id="risico">Risico</h2>
-<ul>
-<li>Door onjuiste beslissingen van gegevens kunnen verkeerde beslissingen genomen worden. </li>
-<li>Het model creëert onwenselijke systematische afwijking voor specifieke personen, groepen of andere eenheden. Dit kan leiden tot ongelijke behandeling en discriminerende effecten met eventuele schade voor betrokkenen. </li>
-</ul>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, DM.9, DM.19</a></li>
-<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes, Algemene Rekenkamder, 2.18</a></li>
-<li><a href="https://www.noraonline.nl/wiki/Raamwerk_gegevenskwaliteit">NORA, Raamwerk gegevenskwaliteit</a></li>
-<li><a href="../../hulpmiddelen/IAMA/">Impact Assessment Mensenrechten en Algoritmes, 2A.2.2</a></li>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2021/06/10/handreiking-non-discriminatie-by-design">Handreiking non-discriminatie by design</a></li>
-</ul>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
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-  <h1>Maak waardevolle data vindbaar, toegankelijk, interoperabel en herbruikbaar (FAIR) binnen en buiten de eigen organisatie.</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">dat-02</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/data/">Data</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Maak waardevolle data vindbaar, toegankelijk, interoperabel en herbruikbaar (FAIR) binnen en buiten de eigen organisatie.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>De internationale <a href="https://www.gofair.foundation/">FAIR-principes</a> zijn richtlijnen voor de manier van beschrijven, opslag en publicatie van data. </p>
-<ul>
-<li><strong>Findable</strong> (vindbaar): Metadata moet gemakkelijk te vinden zijn voor zowel mensen als computers.</li>
-<li><strong>Accessible</strong> (toegankelijk): Gebruikers moeten weten hoe toegang tot de data verkregen kan worden (autorisatie en authenticatie)</li>
-<li><strong>Interoperable</strong> (uitwisselbaar): Data moet meestal geïntegreerd worden met andere data en bijbehorden applicaties, opslag en processen.</li>
-<li><strong>Reusable</strong> (herbruikbaar): Het uiteindelijke doel van FAIR is om hergebruik van data te optimaliseren.</li>
-</ul>
-<p>Wanneer je voldoet aan de 15 principes is je data 'machine actionable'. Dit maakt het mogelijk dat de data effectief gebruikt kan worden voor verschillende algoritmes.</p>
-<p>FAIR data betekent niet per definitie dat data open data is. Juist ook voor (privacy) gevoelige data (gesloten data) kan het heel zinvol zijn om te voldoen aan de principes voor FAIR data, om juist daarmee specifieke geautoriseerde toegang tot gevoelige data mogelijk te kunnen maken.</p>
-<h3 id="15-principes-voor-fair-data">15 principes voor FAIR data</h3>
-<p>Er zijn 15 principes voor FAIR data geformuleerd:</p>
-<h4 id="findable-vindbaar">Findable (vindbaar)</h4>
-<ul>
-<li>
-<p><a href="https://www.gofair.foundation/f1">F1: Aan (meta)data wordt een wereldwijd unieke en permanente identifier toegevoegd</a></p>
-<div class="admonition example">
-<p class="admonition-title">Voorbeeld</p>
-<p>Met behulp van <a href="https://www.surf.nl/diensten/persistent-identifiers">Persistent Identifiers (PID)</a> zorg je ervoor dat jouw data (bijvoorbeeld onderzoeksdata) altijd vindbaar blijft. 
-PID's kun je vergelijken met het ISBN-nummer bij boeken. Het idee is dat ook als de locatie of de onderliggende infrastructuur verandert, de verwijzing intact blijft. </p>
-</div>
-</li>
-<li>
-<p><a href="https://www.gofair.foundation/f2">F2: Data wordt beschreven met rijke metadata</a></p>
-<div class="admonition example">
-<p class="admonition-title">Voorbeeld</p>
-<p>Het team van <a href="https://data.overheid.nl/">data.overheid.nl</a> heeft de metadata standaard <a href="https://docs.datacommunities.nl/data-overheid-nl-documentatie/dcat/dcat-ap-donl">DCAT-AP-DONL</a> ontwikkeld die speciaal voor de uitwisseling van dataset informatie voor de Nederlandse situatie is ingericht. Dit is gebaseerd op de <a href="https://www.w3.org/TR/vocab-dcat/">Data Catalog Vocabulary (DCAT) versie</a> die de Europese Unie heeft opgesteld. Je kan hierover meer lezen op de site van <a href="https://data.overheid.nl/ondersteuning/open-data/dcat">data.overheid.nl</a>.</p>
-</div>
-</li>
-<li>
-<p><a href="https://www.gofair.foundation/f3">F3: Metadata bevat duidelijk en expliciet de identificatie van de data die ze beschrijven</a></p>
-</li>
-<li><a href="https://www.gofair.foundation/f4">F4: (Meta)data worden geregistreerd of geïndexeerd in een doorzoekbare bron</a> </li>
-</ul>
-<h4 id="accessible-toegankelijk">Accessible (toegankelijk)</h4>
-<ul>
-<li><a href="https://www.gofair.foundation/a1">A1: (Meta)data zijn opvraagbaar op basis van hun identificatiecode met behulp van een gestandaardiseerd communicatieprotocol</a> </li>
-<li><a href="https://www.gofair.foundation/a1-1">A1.1: Het protocol is open, vrij en universeel implementeerbaar</a> </li>
-<li><a href="https://www.gofair.foundation/a1-2">A1.2: Het protocol maakt waar nodig een authenticatie- en autorisatieprocedure mogelijk</a> </li>
-<li><a href="https://www.gofair.foundation/a2">A2: Metadata zijn toegankelijk, ook als de data niet meer beschikbaar zijn</a> </li>
-</ul>
-<h4 id="interoperable-uitwisselbaar">Interoperable (uitwisselbaar)</h4>
-<ul>
-<li><a href="https://www.gofair.foundation/i1">I1: (Meta)data gebruikt een formele, toegankelijke, gedeelde en breed toepasbare taal voor kennisrepresentatie</a> </li>
-<li>
-<p><a href="https://www.gofair.foundation/i2">I2: (Meta)data gebruikt gegevenswoordenboeken of vocabulaires die FAIR-principes volgen</a> </p>
-<div class="admonition example">
-<p class="admonition-title">Voorbeeld woordenboek</p>
-<p>In het <a href="https://woordenboek.klimaatadaptatienederland.nl/hitte/nl/">woordenboek Hitte</a> staan ongeveer 230 definities van termen rond het thema hitte die gebruikt worden in het klimaatadaptatieveld. Dit woordenboek is ontwikkeld in opdracht van het ministerie van Infrastructuur en Waterstaat door overheidsstichting Geonovum.</p>
-</div>
-</li>
-<li>
-<p><a href="https://www.gofair.foundation/i3">I3: (Meta)data bevat gekwalificeerde verwijzingen naar andere (meta)data</a> </p>
-</li>
-</ul>
-<h4 id="reusable-herbruikbaar">Reusable (herbruikbaar)</h4>
-<ul>
-<li><a href="https://www.gofair.foundation/r1">R1: (Meta)data wordt rijkelijk beschreven met een veelheid aan nauwkeurige en relevante attributen</a> </li>
-<li><a href="https://www.gofair.foundation/r1-1">R1.1: (Meta)data wordt vrijgegeven met een duidelijke en toegankelijke licentie voor datagebruik</a> </li>
-<li>
-<p><a href="https://www.gofair.foundation/r1-1">R1.2: (Meta)data wordt geassocieerd met gedetailleerde herkomst</a> </p>
-<div class="admonition example">
-<p class="admonition-title">Voorbeeld</p>
-<p><a href="https://www.w3.org/TR/prov-dm/">PROV-DM</a> is een conceptueel datamodel dat gebruikt kan worden voor de herkomstinformatie (provenance) van data. </p>
-</div>
-</li>
-<li>
-<p><a href="https://www.gofair.foundation/r1-3">R1.3: (Meta)data voldoet aan domein-relevante normen</a> </p>
-</li>
-</ul>
-<h2 id="vereisten">Vereisten</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<p>Geen vereisten beschikbaar voor deze maatregel.</p>
-</details>
-<div class="admonition note">
-<p class="admonition-title">Opmerking</p>
-<p><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0036795&amp;hoofdstuk=III&amp;paragraaf=3.1&amp;artikel=5b&amp;z=2024-06-19&amp;g=2024-06-19">Artikel 5b van de Wet hergebruik van overheidsinformatie</a> stelt dat dnderzoeksgegevens in overeenstemming met de FAIR-beginselen actief beschikbaar moeten worden gesteld voor hergebruik door een publiek gefinancierde onderzoeksorganisatie. Dit geldt voor zover:</p>
-<ol>
-<li>die documenten zijn geproduceerd in het kader van geheel of gedeeltelijk met overheidsmiddelen gefinancierde wetenschappelijke onderzoeksactiviteiten;</li>
-<li>die documenten openbaar zijn gemaakt via een institutionele of thematische databank als bedoeld in artikel 10, tweede lid, van de richtlijn; en</li>
-<li>rechtmatige handelsbelangen, activiteiten inzake kennisoverdracht en reeds bestaande intellectuele eigendomsrechten zich hiertegen niet verzetten.</li>
-</ol>
-</div>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://www.gofair.foundation/interpretation">GO FAIR Foundation</a></li>
-<li><a href="https://www.go-fair.org/how-to-go-fair/">3-point FAIRification framework 3PFF</a></li>
-<li><a href="https://realisatieibds.nl/page/view/ff607c02-9f09-440a-a0e7-9bbb6c7ceb09/3-data-verzamelen">Toolbox verantwoord datagebruik, 2b</a></li>
-<li><a href="https://www.noraonline.nl/wiki/FAIR-principes">NORA online</a></li>
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-  <h1>Geef data zoals persoonsgegevens een bewaartermijn met een vernietigingsprocedure</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">dat-04</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Bepaal de bewaartermijnen en richt een vernietigingsprocesdure in voor de verwerkte (persoons)gegevens.</p>
-<h2 id="toelichting">Toelichting</h2>
-<ul>
-<li>(Persoons)gegevens die het algoritme verwerkt worden niet langer bewaard dan voor de verwezenlijking van de 
-verwerkingsdoeleinden noodzakelijk is.</li>
-<li>Beschrijf de bewaartermijnen voor de gegevens, bijvoorbeeld in een DPIA.</li>
-<li>Beschrijf hoe de (persoons)gegeven moeten worden vernietigd.</li>
-<li>Zorg ervoor dat de vereisten met betrekking tot bewaartermijnen correct zijn of worden vertaald naar het algoritme en de onderliggende (zaak)systemen.</li>
-<li>Controleer of deze maatregelen voor de bewaartermijnen en vernietiging van de (persoons)gegevens (in de onderliggende systemen) zijn getroffen en zorg dat dit aantoonbaar is, bijvoorbeeld met logbestanden.</li>
-<li>Maak aantoonbaar dat persoonsgegevens zijn vernietigd, bijvoorbeeld met logbestanden.  </li>
-</ul>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/">arc-01 - Informatie over algoritmes wordt in goede, geordende en toegankelijke staat gebracht, bewaard en vernietigd wanneer nodig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/">aia-12 - Documentatie over hoog-risico-AI-systemen wordt 10 jaar bewaard door de aanbieder.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/">avg-02 - Persoonsgegevens worden zo kort mogelijk bewaard.</a></td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, PRI.11</a></li>
-<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 3.17</a></li>
-</ul>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<pre><code>!!! example "UWV: Klantapplicatie WW"
-
-    _Dit voorbeeld heeft een aantal aanpassingen nodig voordat deze in uw organisatie te gebruiken is._&lt;br&gt;&lt;br&gt;
-    Het UWV heeft in haar privacy statement aangegeven dat zij zich houdt aan de richtlijnen van de Archiefwet voor het bewaren van persoonsgegevens. Hierin staat beschreven welke data bewaard/verwijderd moet worden en op welke termijn. Er staat hier ook een kopje over “Uitvoering Vernietiging” waarin uitgelegd staat dat een afdeling binnen het UWV de vernietiging uitvoert.&lt;br&gt;
-    Dit voorbeeld zou verder uitgebreid kunnen worden door de vernietigingsprocedure verder toe te lichten. Op dit moment wordt niet uitgelegd over hoe elektronische of fysieke data vernietigd wordt.&lt;br&gt;&lt;br&gt;
-    Bron: [Selectielijst UWV - Nationaal Archief](https://www.nationaalarchief.nl/archiveren/kennisbank/selectielijst-voor-het-uitvoeringsinstituut-werknemersverzekeringen-uwv-voor)
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-  <h1>Bescherm persoonsgegevens door data te anonimiseren, pseudonimiseren of te aggregeren</h1>
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-<h2 id="maatregel">Maatregel</h2>
-<p>Pas maatregelen toe als pseudonimiseren, anonimisering of aggregeren van persoonsgegevens toe bij het verwerken van de data. </p>
-<h2 id="toelichting">Toelichting</h2>
-<ul>
-<li>Als is vastgesteld welke persoonsgegevens mogen worden verwerkt voor het ontwikkelen en gebruiken van algoritmes, moet worden nagegaan of er maatregelen kunnen worden getroffen om deze te beschermen.</li>
-<li>Het algoritme verwerkt niet meer persoonsgegevens dan noodzakelijk; de verwerkte gegevens zijn proportioneel en substantieel.</li>
-<li>Hierbij kan worden gedacht aan het pseudonomiseren, anonimiseren of aggregeren van persoonsgegevens.</li>
-<li>Het bepalen of persoonsgegevens mogen worden verwerkt voor algoritmes moet worden bekeken in samenhang met maatregelen die kunnen worden getroffen om deze gegevens te beschermen. </li>
-</ul>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/">avg-03 - Persoonsgegevens worden zo min mogelijk verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/">avg-12 - Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen.</a></td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Auditdienst Rijk, PRI.5</a></li>
-<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 2.20</a></li>
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-<h2 id="maatregel">Maatregel</h2>
-<p>Controleer of eventueel door de eigen organisatie verstrekte data binnen of buiten auteursrechten vallen.
-Bij voorkeur blijven de data eigendom van de (verstrekkende) overheidsorganisatie.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Het is van belang om te controleren of de te verwerken data waar overheidsorganisaties zelf over beschikken rechtmatig zijn verkregen en geen inbreuken maken op auteursrechten.
-Hier kan worden gedacht aan data die is gescraped van het internet en zou kunnen worden gebruikt voor de ontwikkeling van een algoritme.</p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/">aut-01 - Auteursrechten zijn beschermd.</a></td></tr></tbody></table>
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-<h2 id="bronnen">Bronnen</h2>
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-  <h1>Gebruik duurzame datacenters</h1>
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-<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">dat-07</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a 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0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/duurzaamheid/">Duurzaamheid</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Maak gebruik van datacenters die gebruikmaken van duurzame energiebronnen en energie-efficiënte technologieën voor de opslag en verwerking van data.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Door data op te slaan en algoritmes te laten draaien in datacenters die hernieuwbare energiebronnen inzetten en bijvoorbeeld de ontstane restwarmte recyclen, kun je de ecologische voetafdruk van de algoritmes aanzienlijk verkleinen.
-Datacenters die zich op duurzaamheid richten, verlagen de CO₂-uitstoot van hun infrastructuur en bieden mogelijk duurzaamheidsrapportages. Let bij het kiezen van een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> op mogelijke greenwashing; dit gebeurt wanneer bedrijven beweren groen te zijn zonder dit met concrete maatregelen te onderbouwen.</p>
-<h3 id="technologieen-voor-energie-efficiente-datacenters">Technologieën voor energie-efficiënte datacenters</h3>
-<p>Om datacenters energie-efficiënt te maken, zijn er verschillende benaderingen:</p>
-<ul>
-<li><strong>Gebruik van groene energiebronnen</strong>: Kies voor datacenters/aanbieders die hernieuwbare energie gebruiken. Maak bijvoorbeeld afspraken over <a href="https://www.denkdoeduurzaam.nl/themas/ict/doelen">een doel, zoals een DCie-score van minimaal 50%</a>, gewogen over een heel jaar. De DCie score van elk Overheids Datacenter (ODC) <a href="https://rijksictdashboard.nl/duurzaamheid">kun je hier bekijken</a>.
-Je kunt ook kijken of naast duurzame stroom ook restwarmte van servers wordt benut om bijvoorbeeld nabijgelegen gebouwen te verwarmen.</li>
-<li><strong>Koeling en energiebeheer optimaliseren</strong>: Adiabatische koeling, waarbij water en lucht worden gebruikt in plaats van elektriciteit, verlaagt het energieverbruik. Efficiënte stroomverdeling en warmteterugwinning dragen verder bij aan een lagere ecologische voetafdruk.</li>
-<li><strong>Monitoren</strong>: Blijf controleren op duurzame prestaties door te letten op certificeringen, zoals <a href="https://www.nen.nl/milieu/milieumanagement">ISO 14001</a>, <a href="https://www.nen.nl/energie/energiemanagement">ISO 50001</a> en <a href="https://www.breeam.nl/certificeren-in-5-stappen">BREEAM</a>, en vraag naar energierapportages en details over het energieverbruik en de herkomst van stroom. Dit helpt om claims van duurzaamheid te toetsen en te voorkomen dat je in greenwashing trapt.</li>
-</ul>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<p>Geen vereisten beschikbaar voor deze maatregel.</p>
-</details>
-<h2 id="risico">Risico</h2>
-<p>Door geen gebruik te maken van duurzame datacenters, loop je het risico op een hogere CO₂-uitstoot, en wordt daardoor niet aangesloten bij Rijksbreed beleid. Ook loop je risico op hogere energiekosten.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://www.rijksictdashboard.nl/duurzaamheid">Rijks ICT Dashboard - Duurzaamheid</a></li>
-<li><a href="https://www.denkdoeduurzaam.nl/themas/ict/doelen">Denk Doe Duurzaam - Doelen voor ICT</a></li>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html
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-  <h1>Gebruik bij machine learning technieken gescheiden train-, test- en validatiedata en houdt rekening met underfitting en overfitting.</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">dat-07</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/data/">Data</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/bias-en-non-discriminatie/">Bias en non discriminatie</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Indien je gebruik maakt van machine learning technieken, maak een passende keuze voor gescheiden train-, test- en <abbr title="data die worden gebruikt voor het verrichten van een evaluatie van het getrainde AI-systeem en voor het afstemmen van onder andere de niet-leerbare parameters en het leerproces ervan, om underfitting of overfitting te voorkomen">validatiedata</abbr> en houd hierbij rekening met underfitting en overfitting. </p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Verdeel je dataset in drie delen:</p>
-<ol>
-<li>
-<p><strong>de trainingsset</strong></p>
-<p>Deze dataset wordt gebruikt om het model te trainen. Uit deze dataset worden de onderliggende patronen of relaties geleerd die later gebruikt kunnen worden om voorspellingen mee te doen.</p>
-<p>De <a href="../3-dat-01-datakwaliteit/">kwaliteit</a> van deze dataset moet goed zijn en zo representatief mogelijk voor de doelpopulatie. Eventuele <a href="../../../onderwerpen/bias-en-non-discriminatie/#verschillende-vormen-van-bias">bias</a> of vooroordelen in deze dataset kan door het trainen in het model sluipen.</p>
-</li>
-</ol>
-<p>Let bij het samenstellen van de traningsset op dat de data waarop het model gebaseerd is, niet beschikbaar zijn voordat de uitkomsten zijn geobserveerd. Met andere woorden, zorg ervoor de de voorspellingen geen onderdeel kunnen zijn van de inputvariabelen. </p>
-<ol>
-<li>
-<p><strong>de validatieset</strong></p>
-<p>De validatieset fungeert als een onafhankelijke, onbevooroordeelde dataset voor het vergelijken van de prestaties van verschillende algoritmes die zijn getraind op onze trainingsset.</p>
-<p>Verschillende modellen kunnen getraind worden op de trainingsdataset. Zo kan je bijvoorbeeld variëren in de (hyper)parameters of de inputvariabelen. Dit leidt tot verschillende varianten van het model. Om de prestaties van de verschillende modellen te vergelijken, moeten we een nieuwe dataset gebruiken: de validatieset. Zou je hiervoor de trainingsdataset gebruiken, kan dat leiden tot <a href="https://hastie.su.domains/ISLP/ISLP_website.pdf.download.html">overfitting</a>, wanneer het model dan te specifiek afgestemd is op 1 dataset. Het model kan dan niet voldoende generaliseren voor nieuwe situaties.</p>
-</li>
-<li>
-<p><strong>de testset</strong></p>
-<p>Nadat er met behulp van de validatieset een keuze is gemaakt voor een passend model en bijbehorende (hyper)parameters, moet je het model nog testen op nieuwe data. Dit geeft een beeld van de werkelijke prestaties van het model in nieuwe omstandigheden. </p>
-<p>Let op dat je pas naar deze resultaten kijkt als laatste stap. Inzichten uit deze testdataset mogen niet worden meegenomen in de ontwikkeling, omdat dit kan leiden tot overfitting. Het model zal dan in productie mogelijk minder goed presteren. </p>
-</li>
-</ol>
-<h3 id="grootte-van-de-drie-datasets">Grootte van de drie datasets</h3>
-<p>Er is geen optimale verdeling van de drie datsets. Veelvoorkomende verhoudingen om je data in te splitten zijn:</p>
-<ul>
-<li>80% trainingsset, 10% validatieset, 10% testset</li>
-<li>70% trainingsset, 15% validatieset, 15% testset</li>
-<li>60% trainingsset, 20% validatieset, 20% testset</li>
-</ul>
-<p>Afhankelijk van de hoeveelheid beschikbare data en de context maak je hierin een keuze. Houdt hierbij rekening met:</p>
-<ul>
-<li>Hoe minder trainingdata, hoe groter de variantie van het model tijdens het trainen. De patronen en relaties die ontdekt zijn, bevatten dan een grotere onzekerheid. </li>
-<li>Hoe minder validatie- en <abbr title="data die worden gebruikt voor het verrichten van een onafhankelijke evaluatie van het AI-systeem om de verwachte prestaties van dat systeem te bevestigen voordat het in de handel wordt gebracht of in gebruik wordt gesteld">testdata</abbr> je gebruikt, hoe grote de variantie en de onzekerheid in de verwachte prestaties van het algoritme. </li>
-<li>Hoe complexer het model, en hoe meer (hyper)parameters er zijn om te optimaliserne, hoe groter de validatieset moet zijn om het model met optimale presetaties te vinden. Wanneer er weinig hyperparameters zijn, is een relatief kleine validatieset vaak voldoende.</li>
-</ul>
-<h3 id="k-fold-cross-validation">k-fold cross validation</h3>
-<p>Naast dat je de datasets willekeurig kan verdelen in drie delen (aselect), kan je ook meer geavanceerde technieken gebruiken. Een robuuste en veelgebruikte techniek is <a href="https://hastie.su.domains/ISLP/ISLP_website.pdf.download.html">k-fold cross validation</a>, waarbij het model <em>k</em> keer wordt getraind op verschillende delen van de data. </p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/">aia-10 - Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig.</a></td></tr></tbody></table>
-</details>
-<h2 id="risico">Risico</h2>
-<p>Door onjuiste training van het model presteert het model in de praktijk minder goed dan bij de tests. Als trainings-, validatie- en <abbr title="data die worden gebruikt voor het verrichten van een onafhankelijke evaluatie van het AI-systeem om de verwachte prestaties van dat systeem te bevestigen voordat het in de handel wordt gebracht of in gebruik wordt gesteld">testdata</abbr> door elkaar lopen ("data leakage"), kan dit leiden tot overfitting, waardoor het model beter lijkt te presteren dan in werkelijkheid het geval is.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://open.overheid.nl/documenten/61b54381-d331-40ed-8fce-b2883b195f25/file">Onderzoekskader Auditdienst Rijk, DM.5, DM.6</a></li>
-<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 2.15, 2.21</a> </li>
-</ul>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html
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-  <h1>Zorg dat je controle of eigenaarschap hebt over de data</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">dat-08</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/data/">Data</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/publieke-inkoop/">Publieke inkoop</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>De organisatie heeft volledige controle of eigenaarschap over de data. Wanneer dit niet mogelijk is, zijn afspraken gemaakt om de functionele eisen te waarborgen.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Wanneer een algoritme ontwikkeld of ingekocht wordt, is het belangrijk om <a href="../3-dat-02-fair-data/">toegang tot de gebruikte data</a> goed te regelen.
-Maak bijvoorbeeld afspraken over wie ervoor zorgt dat de data:</p>
-<ul>
-<li>op een centrale plek beschikbaar wordt gesteld</li>
-<li>van voldoende <a href="../3-dat-01-datakwaliteit/">kwaliteit</a> is</li>
-<li>goed beveiligd is</li>
-</ul>
-<p>Wanneer een algoritme wordt ontwikkeld door een derde partij en dus niet wordt beheerd door de eigen organisatie, maak je duidelijke afspraken over eigenaarschap van de data. Dat geldt zowel voor de <abbr title="data die in een AI-systeem worden ingevoerd of direct door een AI-systeem worden verworven en op basis waarvan het systeem een output genereert">inputdata</abbr> als de outputdata. 
-Zorg dat de <abbr title="data die in een AI-systeem worden ingevoerd of direct door een AI-systeem worden verworven en op basis waarvan het systeem een output genereert">inputdata</abbr> tot je beschikking blijft, zodat resultaten altijd reproduceerbaar zijn. </p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/">aia-05 - Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/">dat-01 - Databanken worden alleen gebruikt met toestemming van de databank-producent</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/">aut-01 - Auteursrechten zijn beschermd.</a></td></tr></tbody></table>
-</details>
-<h2 id="risico">Risico</h2>
-<p>De organisatie is afhankelijk voor de data of het model afhankelijk van derden en kan daardoor reproduceerbaarheid en prestatie niet garanderen.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://open.overheid.nl/documenten/61b54381-d331-40ed-8fce-b2883b195f25/file">Onderzoekskader Auditdienst Rijk, DM.23</a></li>
-</ul>
-<h2 id="voorbeeld">Voorbeeld</h2>
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-<h2 id="maatregel">Maatregel</h2>
-<p>Houd datasets beperkt tot het noodzakelijke en voldoende specifiek om onnodige energieconsumptie te voorkomen tijdens de verwerking en opslag van data voor algoritmes. We noemen dit ook wel dataminimalisatie.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Hoe meer je bewaart, hoe meer ruimte dat kost om op te slaan. Bovendien verbruikt elk apparaat dat nodig is om data op te slaan stroom. Dat heeft grote invloed op de CO₂-uitstoot van een datacentrum.
-Grote datasets brengen daarom hoge energie- en opslagkosten met zich mee. Door de dataset bewust te beperken tot relevante gegevens, kun je ook de energie-efficiëntie van algoritmes aanzienlijk verbeteren. Vooral bij de ontwikkeling van AI-systemen kan het verminderen van data bijdragen aan lagere energiebehoeften en CO₂-uitstoot.</p>
-<h3 id="technieken-voor-dataminimalisatie">Technieken voor dataminimalisatie</h3>
-<ul>
-<li><strong>Slimme selectie van <abbr title="data die worden gebruikt voor het trainen van een AI-systeem door de leerbare parameters hiervan aan te passen">trainingsdata</abbr></strong>: Gebruik methoden die irrelevante data uit de dataset filteren, zoals dataselectie-algoritmes en sampling-technieken. Door te focussen op relevante data, beperk je de omvang zonder de prestaties van het model te beïnvloeden.</li>
-<li><strong>Verwijderen van redundante en dubbele data</strong>: Deduplicatie van data minimaliseert onnodige verwerkingskracht. Door alleen unieke en relevante gegevens op te slaan, wordt de opslagbehoefte verder beperkt.</li>
-<li><strong>Opschonen en archiveren van verouderde data</strong>: <a href="../2-owp-08-archiveren-documenten/">Regelmatige archivering</a> of verwijdering van verouderde data in je dataset zorgt voor een verminderde voetafdruk en verhoogt ook de efficiëntie.</li>
-</ul>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<p>Geen vereisten beschikbaar voor deze maatregel.</p>
-</details>
-<h2 id="risico">Risico</h2>
-<p>Zonder dataminimalisatie loopt je organisatie het risico op onnodig hoge energie- en opslagkosten, en een grotere ecologische impact.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Auditdienst Rijk, PRI.5</a></li>
-<li><a href="https://www.rijksictdashboard.nl/duurzaamheid">Rijks ICT-dashboard</a></li>
-<li><a href="https://www.tudelft.nl/en/stories/articles/sustainable-artificial-intelligence-from-chatgpt-to-green-ai">Sustainable artificial intelligence – TU Delft</a></li>
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-  <h1>Ontwerp en ontwikkel het algoritme volgens de principes van ‘security by design’</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owk-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Hanteer principes van ‘security by design’ (informatiebeveiligingsmaatregelen) als uitgangspunten bij de ontwikkeling van het algoritme.
-Stel vast welke principes horen bij security by design en welke relevant zijn voor het ontwerp of de ontwikkeling van het algoritme.
-Mogelijke documenten waarin deze principes kunnen worden opgenomen, zijn het security beleid, of ontwikkelbeleid. Bij het bepalen en vaststellen van de juiste principes kunnen interviews met de ontwikkelaar en software-architecten helpen.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Security by design is gehanteerd en terug te zien als uitgangspunt. (BIO 14.2.1.1) </p>
-<p>Security by design benadrukt het belang van het in een vroeg stadium integreren van securitymaatregelen. Op die manier kan worden voldaan aan regelgeving, maar wordt de weerbaarheid tegen bijvoorbeeld cyberaanvallen verhoogd. In een vroeg stadium nadenken over security betekent dat vroeg al de <a href="../1-pba-04-betrek-belanghebbenden/">benodigde expertise wordt betrokken</a>, zoals een security-officer.</p>
-<h2 id="risico">Risico</h2>
-<p>Wanneer tijdens het ontwerp en de inrichting van het algoritmisch systeem niet voldoende rekening wordt gehouden met vastgestelde security-by-design principes kan dit leiden tot een onvoldoende veilige (software-)omgeving. Dit kan tot gevolg hebben: oneigenlijke toegang, wijzigingen of vernietigingen van het algoritme, de data of uitkomsten van het algoritme.</p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/">avg-12 - Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/">aia-07 - Hoog-risico-AI-systemen loggen automatisch bepaalde gegevens.</a></td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://www.digitaleoverheid.nl/overzicht-van-alle-onderwerpen/cybersecurity/bio-en-ensia/baseline-informatiebeveiliging-overheid/">Baseline Informatiebeveiliging Overheid, (BIO 14.2.1.1)</a></li>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, IB.28</a></li>
-<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 4.09</a></li>
-</ul>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html
deleted file mode 100644
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-  <h1>Maak een noodplan voor het stoppen van het algoritme</h1>
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-<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owk-02</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/menselijke-controle/">Menselijke controle</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<!-- Vul hier een omschrijving in van wat deze maatregel inhoudt. -->
-<p>Tref (technische) maatregelen waarmee het gebruik van het algoritme kan worden stopgezet.</p>
-<h2 id="toelichting">Toelichting</h2>
-<!-- Geef hier een toelichting van deze maatregel -->
-<ul>
-<li>Er moet in een proces zijn beschreven wanneer en hoe het gebruik van algoritmes moet worden stopgezet.</li>
-<li>Het is van belang dat bij het ontwerp van algoritmes er rekening wordt gehouden met dat het werkproces ook zonder het algoritme kan worden uitgevoerd.</li>
-<li>In het geval van risicoselectie kan er bijvoorbeeld worden teruggevallen op het enkel uitvoeren van een <a href="../6-imp-02-aselecte-steekproeven/">aselecte steekproef</a> als selectieinstrument. </li>
-<li>Als blijkt dat het algoritme ongewenst functioneert, dan moeten (technische) maatregelen zijn getroffen waarmee het gebruik daadwerkelijk kan worden stopgezet. Denk hierbij aan een stopknop en werkinstructies hoe het gebruik kan worden beëindigd.</li>
-<li>Maak aantoonbaar dat deze maatregelen zijn getroffen.</li>
-<li>De <abbr title="De proceseigenaar is verantwoordelijk voor de kwaliteit van het proces en de vastlegging daarvan in een processchema">proceseigenaar</abbr> of een menselijk toezichthouder moet in staat zijn om het algoritme op elk moment te kunnen beëindigen.</li>
-<li>Het stopzetten van het gebruik van een algoritme mag niet tot gevolg hebben dat betrokkenen niet meer kunnen achterhalen hoe besluiten tot stand zijn gekomen of dat gevolgen niet meer kunnen worden gecorrigeerd als dat noodzakelijk is. </li>
-</ul>
-<h2 id="risico">Risico</h2>
-<p>Betrokkenen of belanghebbenden kunnen nadelige gevolgen ondervinden van een algoritme dat onjuist functioneert en niet tijdig kan worden stopgezet.  </p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/">aia-18 - Als een hoog-risico-AI-systeem niet voldoet aan de AI-verordening, grijpt de aanbieder in.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/">aia-11 - Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/">grw-01 - Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/">aia-27 - Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/">grw-02 - Algoritmes discrimineren niet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/">aia-19 - Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/">aia-09 - Hoog-risico-AI-systemen staan onder menselijk toezicht.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/">avg-04 - Persoonsgegevens en andere data verwerken gebeurt proportioneel en subsidiair.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/">aia-22 - De werking van hoog-risico-AI-systemen wordt gemonitord.</a></td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<!-- Vul hier de relevante bronnen in voor deze maatregel -->
-
-<ul>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, SV.18, SV.17 </a></li>
-<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 1.03</a></li>
-<li><a href="../../hulpmiddelen/IAMA/">Impact Assessment Mensenrechten en Algoritmes, 1.5</a></li>
-</ul>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
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-<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html
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-  <h1>Analyseer de privacy-risico’s en neem maatregelen om deze risico’s laag te houden</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owk-03</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Uitvoeren risicoanalyse en formuleren mitigerende maatregelen voor privacyrisico.</p>
-<h2 id="toelichting">Toelichting</h2>
-<ul>
-<li>Verifieer of een <a href="../../hulpmiddelen/DPIA/">DPIA</a> is uitgevoerd over het werkproces dat wordt of zal worden ondersteund met een algoritme. Zo nee, voer een risico analyse (DPIA) uit om de risico's voor de rechten en vrijheden van betrokkenen met de inzet van algoritmes in beeld te brengen.</li>
-<li>Organisatorische en technische maatregelen moeten worden getroffen om persoonsgegevens bij de ontwikkeling en het gebruik van het algoritme te beschermen.</li>
-<li>Beleg de mitigerende maatregelen bij betrokken actoren. Denk bijvoorbeeld aan het toekennen van de maatregelen als <a href="../3-dat-05-pseudonimiseren-anonimiseren/">anonimiseren en pseudonimiseren van persoonsgegevens</a> aan een data engineer, voordat deze kunnen worden gebruikt ten behoeve van het ontwikkelen of controleren van het algoritme.</li>
-<li>Bepaal welke maatregelen moeten zijn gerealiseerd voordat mag worden gestart met de verwerking van de persoonsgegevens en welke moeten worden gemonitord.  </li>
-<li>Monitor de voortgang op het realiseren van de maatregelen en zorg voor bewijsstuken als deze zijn gerealiseerd. Deze bewijsstukken kunnen onderdeel worden van een audit.</li>
-<li>Als er een noodzaak is om na verloop van tijd meer persoonsgegevens te verwerken of om andere verwerkingen uit te voeren, zal opnieuw een beoordeling moeten plaatsvinden of er privacyrisico's ontstaan en hoe deze kunnen worden gemitigeerd. Gedurende de levenscyclus van het algoritme moet aandacht blijven voor het uitvoeren van de risicoanalyse voor privacyrisico's.</li>
-<li>Bij hoge risico's voor het verwerken van persoonsgegevens is een voorafgaande raadpleging bij de Autoriteit Persoonsgegevens onder artikel 36 AVG verplicht. Bepaal of raadpleging noodzakelijk is. </li>
-</ul>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/">avg-13 - Een gegevensbeschermingseffectbeoordeling (DPIA) is verplicht, indien een verwerking van persoonsgegevens waarschijnlijk een hoog risico inhoudt voor de rechten en vrijheden van natuurlijke personen.</a></td></tr></tbody></table>
-</details>
-<h2 id="risico">Risico</h2>
-<p>Privacyrisico's met de inzet van algoritmes worden niet gemitigeerd, waardoor privacyrechten van betrokkenen worden geschonden. </p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, PRI.2, PRI.3</a></li>
-<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 3.03</a></li>
-<li><a href="https://www.autoriteitpersoonsgegevens.nl/uploads/imported/stcrt-2019-64418.pdf">Besluit inzake lijst van verwerkingen van persoonsgegevens waarvoor een gegevensbeschermingseffectbeoordeling (DPIA) verplicht is, Autoriteit Persoonsgegevens</a></li>
-<li><a href="https://www.kcbr.nl/sites/default/files/2023-09/Model%20DPIA%20Rijksdienst%20v3.0.pdf">Model DPIA Rijksdienst</a></li>
-</ul>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
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-  <h1>Maak logbestanden waarin staat wie wanneer toegang had tot de data en de code</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owk-04</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Zorg ervoor dat logbestanden worden gecreëerd waarin informatie wordt geregistreerd over gebruikersactiviteiten, uitzonderingen en informatiebeveiligingsgebeurtenissen.
-Door goede logging is te achterhalen wanneer en door wie er toegang is geweest tot code en data (audit trail).
-Er kan loginformatie gegenereerd, bewaard, toegankelijk gemaakt en gemonitord worden. Logbestanden bevatten vaak gebeurtenissen die gebruikersactiviteiten, uitzonderingen en informatiebeveiligingsgebeurtenissen registreren.
-Bedenk wat deze informatie betekent in de context van de werking van het algoritme.</p>
-<h2 id="toelichting">Toelichting</h2>
-<ul>
-<li>Met logbestanden is te achterhalen wanneer en door wie er (ongewenste) aanpassingen zijn gedaan (audit trail).</li>
-<li>Loginformatie moet worden gegenereerd, bewaard, gemonitord en toegankelijk worden gemaakt.</li>
-<li>Logbestanden bevatten vaak gebeurtenissen die gebruikersactiviteiten, uitzonderingen en informatiebeveiligingsgebeurtenissen registreren.</li>
-<li>Bedenk wat deze informatie betekent in de context van de werking van het algoritme. loginformatie gegenereerd, bewaard, toegankelijk gemaakt en gemonitord worden. Logbestanden bevatten vaak gebeurtenissen die gebruikersactiviteiten, uitzonderingen en informatiebeveiligingsgebeurtenissen registreren.</li>
-<li>Stel vast welke informatie bij het ontwikkelen en gebruiken van algoritmes relevant is om te loggen. </li>
-<li>Log behalve het aanpassen van gegevens ook het uitlezen van gegevens waar dat relevant is. Bijvoorbeeld als persoonsgegevens worden opgevraagd.</li>
-<li>Logs dienen periodiek (of doorlopend) gecontroleerd to worden op relevante incidenten. Dat betekent dat wat er gelogd wordt geschikt moet zijn om relevante beveiligingsincidenten op te merken. </li>
-</ul>
-<h2 id="risico">Risico</h2>
-<p>Wanneer loginformatie ontbreekt, is niet te achterhalen wanneer er (eventueel ongewenste) aanpassingen zijn gedaan (audit trail) op (de code van) het algoritme, of door wie.</p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/">aia-07 - Hoog-risico-AI-systemen loggen automatisch bepaalde gegevens.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/">aia-13 - Logs van hoog-risico-AI-systemen worden zes maanden bewaard door de aanbieder.</a></td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://www.digitaleoverheid.nl/overzicht-van-alle-onderwerpen/cybersecurity/bio-en-ensia/baseline-informatiebeveiliging-overheid/">Baseline Informatiebeveiliging Overheid, BIO 12.3.1.1, 12.3.1.4, 12.3.1.5, 12.4.1.1, 12.4.2.2</a></li>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, IB.27</a></li>
-<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 4.06</a></li>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">owk-05</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/duurzaamheid/">Duurzaamheid</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Gebruik energie-efficiënte programmeertechnieken en methoden die de benodigde rekenkracht minimaliseren.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Energiezuinig programmeren maakt het mogelijk om de voetafdruk van algoritmes te verkleinen door minder energie en middelen te verbruiken. Door specifieke technieken toe te passen, zoals optimalisatie van processen en efficiënte geheugenbeheerstrategieën, kun je als ontwikkelaar bijdragen aan het verduurzamen van algoritmes.</p>
-<h3 id="technieken-voor-energiezuinige-softwareontwikkeling">Technieken voor energiezuinige softwareontwikkeling</h3>
-<ol>
-<li>
-<p><strong>Lean coding en minimalisatie van code bloat</strong><br />
-   Lean coding richt zich op het gebruik van alleen de benodigde code zonder overbodige complexiteit of libraries, wat resulteert in lagere energieconsumptie. Door “code bloat” te vermijden, zorg je ervoor dat het algoritme minder verwerkingskracht en geheugen verbruikt.</p>
-</li>
-<li>
-<p><strong>Gebruik van energiezuinige programmeertalen en frameworks</strong><br />
-   Programmeren in talen zoals Rust, Go en Elixir draagt bij aan energie-efficiëntie doordat deze ontworpen zijn voor lage resource-omvang en hoge efficiëntie. Ook frameworks die lichtgewicht en modulair zijn, ondersteunen energiezuinige processen.</p>
-</li>
-<li>
-<p><strong>Parallel processing en multi-core optimalisaties</strong><br />
-   Door parallelle verwerking en multi-core optimalisaties toe te passen, wordt rekenwerk verdeeld over meerdere cores. Dit reduceert de totale verwerkingstijd, bespaart energie en verhoogt de prestaties van je code op het vlak van duurzaamheid.</p>
-</li>
-<li>
-<p><strong>Microservices en modulaire architecturen</strong><br />
-   Een modulaire architectuur, zoals microservices, zorgt ervoor dat je onderdelen van de applicatie alleen activeert wanneer dat nodig is. Dit voorkomt onnodige belasting en beperkt energieverbruik behoorlijk.</p>
-</li>
-<li>
-<p><strong>Geoptimaliseerd geheugenbeheer</strong><br />
-   Door efficiënt geheugenbeheer, zoals caching en lazy loading, voorkom je onnodige data-opslag en bewerkingen. Dit verlaagt de energievraag en verbetert de snelheid van het algoritme aanzienlijk.</p>
-</li>
-</ol>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-</details>
-<p>Geen vereisten beschikbaar voor deze maatregel.</p>
-
-<h2 id="risico">Risico</h2>
-<p>Zonder energie-efficiënte methoden kan het algoritme onnodig veel energie verbruiken, wat leidt tot hogere operationele kosten en een grotere milieu-impact.</p>
-<h2 id="bronnen">Bronnen</h2>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/index.html
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-<h2 id="maatregel">Maatregel</h2>
-<p>Streef naar energiezuinige methoden voor AI-training, zoals het beperken van trainingscycli en het gebruik van energie-efficiënte hardware.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Het trainen van AI, vooral generatieve AI-modellen, vergt aanzienlijke energie en heeft daardoor een grote ecologische voetafdruk. Een enkele trainingsronde kan al een enorme hoeveelheid CO₂ uitstoten. Door enkele concrete methoden toe te passen, kun je deze impact beperken.</p>
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-<li>Gebruik energie-efficiënte hardware zoals specifiek afgestemde GPU's, die geschikt zijn voor de trainingsbehoeften van het model. Door bijvoorbeeld te kiezen voor GPU’s die optimaal bij je model passen in plaats van de krachtigste beschikbare hardware, kan het energieverbruik drastisch worden verminderd. Houd hiermee rekening in je keuze voor een trainingsomgeving.</li>
-<li>Verder kan servergebruik geoptimaliseerd worden door onnodige trainingsomgevingen tijdig te stoppen of voor andere trainingsomgevingen of testomgevingen te kiezen. Ook kun je servers dynamisch schalen met tools zoals Kubernetes of autoscaling technologie.</li>
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-<h3 id="slimme-data-en-trainingsoptimalisatie">Slimme data- en trainingsoptimalisatie</h3>
-<p>Niet alle beschikbare data dragen bij aan de modelprestaties. Door een dataselectiestrategie toe te passen, <a href="../3-dat-09-dataminimalisatie/">gebruik je enkel relevante datasets (dataminimalisatie)</a>, wat zorgt voor minder intensieve rekenbelasting tijdens het trainingsproces. Daarnaast kan slimme caching helpen om repetitieve data-opvragingen te beperken, wat bijdraagt aan een lagere energievraag. Bovendien kun je hertrainingscycli van AI beperken door enkel updates te doen wanneer nieuwe data dit echt vereist. Dit voorkomt overbodige trainingscycli en bespaart energie.</p>
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-<summary>Bekijk alle vereisten</summary>
-<p>Geen vereisten beschikbaar voor deze maatregel.</p>
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-<p>Zonder energie-efficiënte methoden kan AI-training leiden tot hoge operationele kosten en een aanzienlijke ecologische impact, met name door overmatig gebruik van rekenkracht en energie-intensieve hardware.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://hbr.org/2023/07/how-to-make-generative-ai-greener">How to Make Generative AI Greener - Harvard Business Review</a></li>
-<li><a href="https://www.agconnect.nl/partner/leafcloud/greenops-4-tips-om-ai-training-duurzamer-te-maken">GreenOps: 4 Tips om AI-training duurzamer te maken - AG Connect</a></li>
-<li><a href="https://www.tudelft.nl/en/stories/articles/sustainable-artificial-intelligence-from-chatgpt-to-green-ai">Duurzame kunstmatige intelligentie - TU Delft</a></li>
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-  <h1>Controleer regelmatig of het algoritme werkt zoals het bedoeld is</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">ver-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/bias-en-non-discriminatie/">Bias en non discriminatie</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Stel vast dat het algoritme voortdurend functioneert in lijn met de <a href="../1-pba-02-formuleren-doelstelling/">vastgestelde doelstelling</a>. </p>
-<h2 id="toelichting">Toelichting</h2>
-<ul>
-<li>Vertaal de <a href="../1-pba-02-formuleren-doelstelling/">vastgestelde doelstelling</a> naar functionele eisen voor het algoritme. Werk het vastgestelde doel uit in een beschrijving in logische taal/pseudo code of documentatie die handvatten biedt aan de ontwikkelaar. </li>
-<li>Monitor de mate waarin aan deze eisen wordt voldaan door het algoritme. </li>
-<li>Bepaal en leg vast hoe eventuele parameters, business rules en indicatoren bepaald worden. Zorg dat dit breed wordt afgestemd in de organisatie (ontwikkelteam, opdrachtgevers en beheer).</li>
-<li>Houd hier rekening met eventuele <a href="../../../onderwerpen/bias-en-non-discriminatie/#statistische-bias">(statistische) bias</a>: meten we daadwerkelijk wat we denken te meten? </li>
-<li>Wanneer het algoritme meerdere doelen dient, is het belangrijk ook te evalueren op meerdere functionele eisen. </li>
-<li>Wanneer er sprake is van een (handmatige) behandeling, bepaal dan wanneer deze behandeling als 'succesvol' gezien kan worden. </li>
-</ul>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/">aia-10 - Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig.</a></td></tr></tbody></table>
-</details>
-<h2 id="risico">Risico</h2>
-<p>Het algoritme functioneert niet in lijn met geformuleerde doelstellingen. </p>
-<!-- iets toevoegen over scope creep -->
-
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 2.01, 2.07</a> </li>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2021/02/25/impact-assessment-mensenrechten-en-algoritmes">Impact Assessment Mensenrechten en Algoritmes, 1</a>          </li>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, DM.1, DM.4</a>                   </li>
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-  <h1>Toets het algoritme op bias</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">ver-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/bias-en-non-discriminatie/">Bias en non discriminatie</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Analyseer of het gebruik van het algoritme of het proces daaromheen leidt tot onwenselijke of onrechtmatige verschillen in de behandeling van individuen en/of groepen.  </p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Het uitvoeren van een analyse over onwenselijke of onrechtmatige verschillen bestaat grofweg uit 3 stappen:</p>
-<ul>
-<li><a href="#stap-1-analyseer-of-er-sprake-is-van-bias">Stap 1</a>: Analyseer of er sprake is van bias: <em>systematisch verschil in behandeling van bepaalde objecten, mensen of groepen in vergelijking met anderen.</em></li>
-<li><a href="#stap-2-voer-een-rechtvaardigingstoets-uit">Stap 2</a>: Voer een rechtvaardigingstoets uit om te bepalen of het geconstateerde verschil uit stap 1 te rechtvaardigen is. </li>
-<li><a href="#stap-3-voer-een-ethische-wenselijkheidstoets-uit">Stap 3</a>: Voer een ethische wenselijkheidstoets uit om te bepalen of het geconstateerde verschil uit stap 1 ethisch wenselijk is. </li>
-</ul>
-<p>Voor alle stappen geldt dat het belangrijk is om de gemaakte keuzes en afwegingen zorgvuldig te onderbouwen en te documenteren. De 3 stappen worden hieronder verder toegelicht. </p>
-<div class="admonition note">
-<p class="admonition-title">Opmerking</p>
-<p>Deze maatregel is in ieder geval van toepassing op natuurlijke personen. Voor andere rechtspersonen zoals bedrijven kan dit ook van toepassing zijn. Denk bijvoorbeeld aan een gelijke behandeling tussen eenmanszaken en grotere bedrijven. </p>
-</div>
-<h3 id="stap-1-analyseer-of-er-sprake-is-van-bias">Stap 1: Analyseer of er sprake is van bias</h3>
-<p>In deze stap is het doel om te bepalen in welke mate er sprake is van een systematisch verschil in behandeling van bepaalde objecten, mensen of groepen in vergelijking met anderen. 
-Dit verschil kan zowel op een <a href="../../../onderwerpen/bias-en-non-discriminatie/#bias-in-algoritmische-context">directe als een indirecte manier</a> ontstaan. </p>
-<h4 id="toetsen-op-direct-onderscheid">Toetsen op <abbr title="Indien een persoon op een andere wijze wordt behandeld dan een ander in een vergelijkbare situatie wordt, is of zou worden behandeld, op grond van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat;">direct onderscheid</abbr></h4>
-<p>Toetsen op <abbr title="Indien een persoon op een andere wijze wordt behandeld dan een ander in een vergelijkbare situatie wordt, is of zou worden behandeld, op grond van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat;">direct onderscheid</abbr> is in vergelijking tot toetsen op <abbr title="Indien een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaalde godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat in vergelijking met andere personen bijzonder treft.">indirect onderscheid</abbr> relatief eenvoudig. </p>
-<p><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M4 11v2h12l-5.5 5.5 1.42 1.42L19.84 12l-7.92-7.92L10.5 5.5 16 11z"/></svg></span> Bepaal of de inputvariabelen die gebruikt worden leiden tot een <abbr title="Indien een persoon op een andere wijze wordt behandeld dan een ander in een vergelijkbare situatie wordt, is of zou worden behandeld, op grond van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat;">direct onderscheid</abbr> op basis van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid<sup id="fnref:1"><a class="footnote-ref" href="#fn:1">1</a></sup> of burgelijke staat. </p>
-<p>Het is niet mogelijk om een uitputtend overzicht te geven van alle selectiecriteria die mogelijk tot <abbr title="Indien een persoon op een andere wijze wordt behandeld dan een ander in een vergelijkbare situatie wordt, is of zou worden behandeld, op grond van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat;">direct onderscheid</abbr> op grond van ras of nationaliteit kunnen leiden. 
-Wel zijn in de jurisprudentie verschillende voorbeelden en aanknopingspunten te vinden. 
-Zo staat vast dat selectie op basis van fysieke etnische kenmerken, zoals huidskleur, <abbr title="Indien een persoon op een andere wijze wordt behandeld dan een ander in een vergelijkbare situatie wordt, is of zou worden behandeld, op grond van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat;">direct onderscheid</abbr> op grond van ras oplevert<sup id="fnref:2"><a class="footnote-ref" href="#fn:2">2</a></sup>.
-Een ander voorbeeld is dat onderscheid op grond van een niet-westers klinkende naam <abbr title="Indien een persoon op een andere wijze wordt behandeld dan een ander in een vergelijkbare situatie wordt, is of zou worden behandeld, op grond van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat;">direct onderscheid</abbr> op grond van afkomst (en dus ras) oplevert<sup id="fnref:3"><a class="footnote-ref" href="#fn:3">3</a></sup>.</p>
-<h4 id="toetsen-op-indirect-onderscheid">Toetsen op <abbr title="Indien een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaalde godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat in vergelijking met andere personen bijzonder treft.">indirect onderscheid</abbr></h4>
-<p>Ook selectiecriteria die op het eerste gezicht geen enkele link lijken te hebben met een <a href="../../../onderwerpen/bias-en-non-discriminatie/#discriminatiegrond"><abbr title="Beschermde persoonskenmerken op basis waarvan het maken van onderscheid tussen personen verboden is. Bijvoorbeeld: ras, nationaliteit, religie, geslacht, seksuele gerichtheid, handicap of chronische ziekte.">discriminatiegrond</abbr></a> kunnen leiden tot <abbr title="Indien een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaalde godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat in vergelijking met andere personen bijzonder treft.">indirect onderscheid</abbr> op grond van een <abbr title="Beschermde persoonskenmerken op basis waarvan het maken van onderscheid tussen personen verboden is. Bijvoorbeeld: ras, nationaliteit, religie, geslacht, seksuele gerichtheid, handicap of chronische ziekte.">discriminatiegrond</abbr>. 
-Enkele voorbeelden van zulke 'ogenschijnlijk neutrale' selectiecriteria die verband hebben met ras of nationaliteit zijn: postcode, hoogte van het inkomen, kenteken, familielid in het buitenland, laaggeletterdheid. 
-Indirect onderscheid is in vergelijking met <abbr title="Indien een persoon op een andere wijze wordt behandeld dan een ander in een vergelijkbare situatie wordt, is of zou worden behandeld, op grond van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat;">direct onderscheid</abbr> lastiger op te signaleren en te voorkomen. 
-Daarom is het belangrijk jouw algoritmische toepassing regelmatig te analyseren op eventueel <abbr title="Indien een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaalde godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat in vergelijking met andere personen bijzonder treft.">indirect onderscheid</abbr>. 
-Het toetsen op <abbr title="Indien een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaalde godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat in vergelijking met andere personen bijzonder treft.">indirect onderscheid</abbr> bestaat uit 5 stappen:</p>
-<ol>
-<li>
-<p><strong>Bepaal wat de <a href="../2-owp-07-kwetsbare-groepen/">kwetsbare groepen</a> zijn.</strong>
-Eventueel kan dit aangevuld worden op basis van de <a href="../../../onderwerpen/bias-en-non-discriminatie/#discriminatiegrond">discriminatiegronden</a> uit non-discriminatie wetgeving. Of andere groepen waarvoor verschillen in behandeling ethisch onwenselijk zijn.</p>
-</li>
-<li>
-<p><strong>Bepaal wat "verschillen in behandeling" betekent in de context van het algoritme.</strong>
-In deze stap is het belangrijk om voorafgaand aan de daadwerkelijke analyse met een <a href="../1-pba-04-betrek-belanghebbenden/">brede groep stakeholders</a> te bepalen wat 'eerlijk' en 'rechtvaardig' wordt bevonden in de context van het betreffende algoritme. 
-Er zijn veel verschillende manieren waarop je kan kijken naar onderscheid bij het gebruik van algoritmes. Voorbeelden van manieren waarop je naar onderscheid kan kijken zijn:</p>
-<ul>
-<li><strong>Onderscheid op basis van gelijke uitkomsten (representatie)</strong>. 
-De belangrijkste vraag die hier mee beantwoord wordt is: hebben personen uit verschillende groepen gelijke kans om geselecteerd te worden door het algoritme? Of is er sprake van een over- of ondervertegenwoording van bepaalde groepen in de selectie ten opzichte van de betreffende populatie?</li>
-<li><strong>Onderscheid op basis van gelijke prestaties (fouten)</strong>. 
-De belangrijkste vraag die hier mee beantwoord wordt is: presteert het algoritme gelijk voor personen uit verschillende groepen? Met andere woorden: maakt het algoritme vaker fouten bij bepaalde groepen? Dat kan er eventueel toe leiden dat bepaalde groepen vaker onterecht wel of niet geselecteerd worden door het algoritme. </li>
-</ul>
-<p>Om te toetsen of er sprake is van onderscheid op basis van gelijke prestaties, is het noodzakelijk om <a href="../5-ver-01-functioneren-in-lijn-met-doeleinden/">de prestaties van het algoritme goed te analyseren</a>. 
-In het geval van classificatie is het daarvoor nodig om een zogeheten <em>confusion matrix</em> op te stellen. 
-Een confusion matrix is een tabel waarin de voorspellingen van het algoritme worden vergeleken met de werkelijke waarden (de <em>ground truth</em>). </p>
-<p>De verschillende maten/metrieken waarop gekeken kan worden naar onderscheid, worden in de (wetenschappelijke) literatuur ook wel <em>fairness metrieken</em> genoemd. 
-Veel van deze metrieken kunnen op basis van de confusion matrix berekend worden. 
-Een hulpmiddel om de meest passende metrieken te kiezen in jouw situatie is de <a href="https://openresearch.amsterdam/en/media/inline/2022/7/14/fairness_handbook.pdf">Fairness tree</a>. </p>
-<p>Door te denken vanuit verschillende perspectieven, zullen er in de praktijk meerdere metrieken van belang zijn. 
-Het kan echter voorkomen dat deze metrieken elkaar tegenspreken. 
-Maak een duidelijke prioritering van de verschillende metrieken om afwegingen te maken tussen de verschillende opvattingen van eerlijkheid. </p>
-</li>
-<li>
-<p><strong>Verzamel de benodigde data die nodig is om bovenstaande groepen te bepalen.</strong>
-Bepaal welke data benodigd is om te analyseren of er verschillen zijn tussen bepaalde groepen. 
-In veel gevallen zal data benodigd zijn die demografische en beschermde kenmerken van groepen omschrijft. 
-Het verzamelen en verwerken van deze data kan in strijd zijn met privacy vereisten uit bijvoorbeeld de <a href="../../vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/">Algemene Verordening Gegevensbescherming</a>.
-Het is daarom van belang om duidelijk afwegingen te maken tussen privacy en het analyseren van bias die rekening houdt met de juridische en ethische vereisten.</p>
-<div class="admonition info">
-<p class="admonition-title">Uitzondering voor hoog risico AI-systemen</p>
-<p>De AI-verordening biedt een uitzondering voor het verwerken van <abbr title="de categorieën persoonsgegevens als bedoeld in artikel 9, lid 1, van Verordening (EU) 2016/679, artikel 10 van Richtlijn (EU) 2016/680 en artikel 10, lid 1, van Verordening (EU) 2018/1725">bijzondere categorieën persoonsgegevens</abbr> voor het monitoren, opsporen en corrigeren van bias bij AI-systemen met een hoog risico. Zie <a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3348-1-1">artikel 10.5, AI-verordening</a>. </p>
-</div>
-<p>Om de data op een veilige en rechtmatige manier te gebruiken voor een biasanalyse dient de data van voldoende kwaliteit te zijn. 
-Denk hier goed na of de data eventuele bias bevat die kan duiden op een bepaalde vooringenomenheid in de biasanalyse zelf (historische bias of representatie bias). 
-De data dient bijvoorbeeld voldoende actueel en volledig te zijn.</p>
-<p>Voor sommige groepen zal het onmogelijk zijn om te beschikken over data van voldoende kwaliteit om zorgvuldig te toetsen op bias. 
-De laaggeletterdheid van burgers of personen is bijvoorbeeld lastig meetbaar en in veel gevallen niet beschikbaar. 
-Bepaal in zo'n situatie <a href="../2-owp-07-kwetsbare-groepen/">of er andere mogelijkheden zijn deze groepen te helpen</a>, of dat er andere mogelijkheden zijn om eventuele ongelijke behandeling bij deze groepen te constateren. 
-Bijvoorbeeld door hierop te monitoren in de klacht- en bezwarenprocedure. </p>
-</li>
-<li>
-<p><strong>Bereken de verschillen in behandeling en/of uitkomsten van het algoritme</strong>.
-Er zijn verschillende open source softwarepakketten die je hierbij kunnen ondersteunen, zoals <a href="https://fairlearn.org/">fairlearn</a>, <a href="https://github.com/dssg/aequitas">Aequitas</a>, <a href="https://cran.r-project.org/web/packages/fairml/index.html">fairml</a>, <a href="https://cran.r-project.org/web/packages/fairness/index.html">fairness</a> of <a href="https://aif360.res.ibm.com/">AI Fairness 360</a>.</p>
-</li>
-<li>
-<p><strong>Probeer te verklaren hoe het geconstateerde onderscheid is ontstaan</strong>.
-Als er in de vorige stap een significant onderscheid is geconstateerd, is het belangrijk om na te gaan hoe dit onderscheid is ontstaan. 
-Dit kan bijvoorbeeld ontstaan door:</p>
-<ul>
-<li>een vorm van bias in de onderliggende <abbr title="data die in een AI-systeem worden ingevoerd of direct door een AI-systeem worden verworven en op basis waarvan het systeem een output genereert">inputdata</abbr>. Je kan hierbij denken aan: <ul>
-<li>historische bias: in hoeverre beschrijft de data de huidige situatie?</li>
-<li>representatie bias: is de data waarop getraind wordt representatief voor de bijbehorende populatie? Zijn trends uit de gebruikte data generaliseerbaar naar de totale populatie?</li>
-<li>meetbias: beschrijven de inputvariabelen wel wat ze moeten beschrijven? In hoeverre zijn dit benaderingen waarbij eventuele factoren worden weggelaten?</li>
-</ul>
-</li>
-<li>een vorm van bias in het proces na afloop van het algoritme<ul>
-<li>is er sprake van automatiseringsbias of bevestigingsbias in de (handmatige) beoordeling?</li>
-</ul>
-</li>
-</ul>
-</li>
-</ol>
-<p><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M4 11v2h12l-5.5 5.5 1.42 1.42L19.84 12l-7.92-7.92L10.5 5.5 16 11z"/></svg></span> Wanneer duidelijker is hoe de geconstateerde bias is ontstaan, is het goed om te verkennen of er mogelijkheden zijn om dit (in de toekomst) te voorkomen. </p>
-<p>Het is belangrijk hier <a href="../1-pba-04-betrek-belanghebbenden/">een brede groep aan belanghebbenden bij te betrekken</a>. 
-De oorzaken van bias komen uit de 'echte wereld', waarbij patronen in datasets historische, demografische en sociale verschillen weerspiegielen. 
-Het verklaren en voorkomen van bias vraagt daarmee niet alleen om technische oplossingen, maar het is belangrijk de hele socio-technische omgeving waarin het algoritme wordt ingezet mee te nemen. </p>
-<h3 id="stap-2-voer-een-rechtvaardigingstoets-uit">Stap 2: Voer een rechtvaardigingstoets uit</h3>
-<p>Wanneer er in <a href="#stap-1-analyseer-of-er-sprake-is-van-bias">Stap 1</a> is geconstateerd dat er sprake is van een onderscheid, dient de volgende vraag beantwoord te worden:</p>
-<blockquote>
-<p>Valt dit onderscheid te rechtvaardigen?</p>
-</blockquote>
-<p>Een geconstateerd systematisch onderscheid is niet altijd fout en is niet altijd verboden, maar het vraagt wel altijd om aandacht en zorgvuldigheid. 
-Het geconstateerde onderscheid kan in bepaalde situaties en onder bepaalde strikte voorwaarden gerechtvaardigd zijn:</p>
-<ul>
-<li>Voor <strong><abbr title="Indien een persoon op een andere wijze wordt behandeld dan een ander in een vergelijkbare situatie wordt, is of zou worden behandeld, op grond van godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat;">direct onderscheid</abbr></strong> kan er bijvoorbeeld sprake zijn van een wettelijke uitzondering die het gemaakte onderscheid toelaat. </li>
-<li>Voor <strong><abbr title="Indien een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaalde godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat in vergelijking met andere personen bijzonder treft.">indirect onderscheid</abbr></strong> geldt dat behalve een wettelijke uitzondering er ook een <strong><abbr title="Van een objectieve rechtvaardiging voor onderscheid is sprake wanneer onderscheid een legitiem doel nastreeft en er een redelijke relatie van evenredigheid bestaat tussen het gemaakte onderscheid en het nagestreefde doel.">objectieve rechtvaardiging</abbr></strong> kan bestaan, waarmee het geconstateerde onderscheid in bepaalde gevallen toelaatbaar kan zijn. </li>
-</ul>
-<p>Twee subvragen die hierbij beantwoord moeten worden zijn:</p>
-<ul>
-<li>streeft het in te zetten algoritme een legitiem doel na?</li>
-<li>bestaat er een redelijke relatie van evenredigheid tussen het gebruikte algoritme en de nagestreefde doelstelling?</li>
-</ul>
-<p>Wanneer er geen rechtvaardiging is voor het gemaakte onderscheid, spreken we van een verboden direct of <abbr title="Indien een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaalde godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, nationaliteit, hetero- of homoseksuele gerichtheid of burgerlijke staat in vergelijking met andere personen bijzonder treft.">indirect onderscheid</abbr>, ofwel discriminatie. 
-Het algoritme mag in dat geval niet gebruikt worden.</p>
-<p>Voor meer toelichting over het uitvoeren van een rechtvaardigingstoets, verwijzen we naar het rapport <a href="https://publicaties.mensenrechten.nl/publicatie/61a734e65d726f72c45f9dce">Discriminatie door risicoprofielen - Een mensenrechtelijk toetsingskader</a> van het College voor de Rechten van de Mens. </p>
-<h3 id="stap-3-voer-een-ethische-wenselijkheidstoets-uit">Stap 3: Voer een ethische wenselijkheidstoets uit</h3>
-<p>Bepaal of het geconstateerde onderscheid uit <a href="#stap-1-analyseer-of-er-sprake-is-van-bias">Stap 1</a> ethisch wenselijk is. Dit hangt samen met de algemene wenselijkheid van de inzet van het algoritme.  </p>
-<!-- link toevoegen -->
-
-<p>In sommige gevallen kan het zo zijn dat ondanks dat er een <abbr title="Van een objectieve rechtvaardiging voor onderscheid is sprake wanneer onderscheid een legitiem doel nastreeft en er een redelijke relatie van evenredigheid bestaat tussen het gemaakte onderscheid en het nagestreefde doel.">objectieve rechtvaardiging</abbr> bestaat voor het gemaakte onderscheid, dit vanuit ethisch perspectief toch onwenselijk is. 
-Bepaal <a href="../1-pba-04-betrek-belanghebbenden/">met een grote groep belanghebbenden</a> wat eventuele (nadelige) effecten van het gemaakte onderscheid kunnen zijn, of jullie dit eerlijk vinden en of er eventuele alternatieven zijn. </p>
-<div class="admonition note">
-<p class="admonition-title">Opmerking</p>
-<p>De bepaling over wat eerlijk is en wat ethisch wenselijk is kan in sommige gevallen ook politiek bevonden worden. Houd hier rekening met de politiek-bestuurlijke verantwoordelijkheden en zorg indien nodig dat de <a href="../0-org-04-politiek-bestuurlijke-verantwoordelijkheid/">politiek-bestuurlijke verantwoordelijkhden</a> duidelijk zijn. </p>
-</div>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/">grw-02 - Algoritmes discrimineren niet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/">aia-27 - Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/">grw-01 - Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr></tbody></table>
-</details>
-<h2 id="risico">Risico</h2>
-<p>Wanneer er geen zorgvuldige analyse naar (onwenselijke) bias is uitgevoerd, bestaat het risico dat het gebruik van het algoritme discriminerende effecten met zich meebrengt. 
-Dit kan leiden tot een ongelijke behandeling van burgers met eventuele schade voor betrokkenen.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 2.19, 3.08</a></li>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, DM.16, DM.17, DM.18, DM.20, DM.21, DM.22</a> </li>
-<li><a href="https://publicaties.mensenrechten.nl/publicatie/61a734e65d726f72c45f9dc">Discriminatie door risicoprofielen - Een mensenrechtelijk toetsingskader, College voor de Rechten van de Mens</a></li>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2021/06/10/handreiking-non-discriminatie-by-design">Handreiking non-discriminatie by design</a></li>
-</ul>
-<h2 id="voorbeelden">Voorbeelden</h2>
-<ul>
-<li><a href="https://algorithmaudit.eu/nl/algoprudence/cases/aa202402_preventing-prejudice_addendum/">Addendum Vooringenomenheid voorkomen, Algorithm Audit</a> met bijbehorende data en broncode op <a href="https://github.com/NGO-Algorithm-Audit/DUO-CUB">Github</a></li>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2024/03/01/eindrapport-pwc-rapportage-onderzoek-misbruik-uitwonendenbeurs">Onderzoek misbruik uitwonendenbeurs, PricewaterhouseCoopers</a></li>
-<li><a href="https://openresearch.amsterdam/nl/page/105057/eindevaluatie-pilot-slimme-check---bias-analyse-eindrapport">Pilot Slimme Check, Gemeente Amsterdam</a></li>
-<li><a href="https://www.rijksoverheid.nl/documenten/publicaties/2023/04/01/bias-toetsing-kort-verblijf-visa-aanvragen">Bias toetsing 'Kort Verblijf Visa' aanvragen, Rijks ICT Gilde</a></li>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2024/02/07/sigmared-report-on-algorithmic-bias-assessment">Report on Algorithmic bias assesment, SigmaRed</a></li>
-</ul>
-<div class="footnote">
-<hr />
-<ol>
-<li id="fn:1">
-<p>Er is een wetsvoorstel om de term 'hetero- of homoseksuele gerichtheid' in de Algmemene wet gelijke behandeling (Awgb) te wijzigingen in 'seksuele gerichtheid'. Met deze wijziging sluit de Awgb aan bij een eerdere wijziging van artikel 1 van de Grondwet.&#160;<a class="footnote-backref" href="#fnref:1" title="Jump back to footnote 1 in the text">&#8617;</a></p>
-</li>
-<li id="fn:2">
-<p>Zie <a href="https://publicaties.mensenrechten.nl/publicatie/61a734e65d726f72c45f9dce">Discriminatie door risicoprofielen, een mensenrechtelijk toetsingskader, College voor de Rechten van de Mens</a>&#160;<a class="footnote-backref" href="#fnref:2" title="Jump back to footnote 2 in the text">&#8617;</a></p>
-</li>
-<li id="fn:3">
-<p>Zie <a href="https://publicaties.mensenrechten.nl/publicatie/61a734e65d726f72c45f9dce">Discriminatie door risicoprofielen, een mensenrechtelijk toetsingskader, College voor de Rechten van de Mens</a>, <a href="https://oordelen.mensenrechten.nl/oordeel/2021-70">College voor de Rechten van de Mens 7 juni 2021, oordeel 2021-70</a>; <a href="https://oordelen.mensenrechten.nl/oordeel/2015-44">College voor de Rechten van de Mens 23 april 2015, oordeel 2015-44</a>; <a href="https://oordelen.mensenrechten.nl/oordeel/2015-43">College voor de Rechten van de Mens 23 april 2015, oordeel 2014-0426</a>.&#160;<a class="footnote-backref" href="#fnref:3" title="Jump back to footnote 3 in the text">&#8617;</a></p>
-</li>
-</ol>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html
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-  <h1>Controleer regelmatig of het algoritme voldoet aan alle wetten en regels en het eigen beleid</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">ver-03</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Stel regelmatig vast dat wetgeving en (lokaal) beleid correct is vertaald naar de uitvoering van het te ondersteunen werkproces en de onderliggende systemen. </p>
-<h2 id="toelichting">Toelichting</h2>
-<ul>
-<li>Systemen die overheidsorganisaties inzetten voor bijvoorbeeld het verlenen van subsidies, vergunningen of bijstandsuitkeringen moeten de regels en processtappen volgen die in wetgeving zijn voorgeschreven.</li>
-<li>Er is een vertaling nodig van deze regels en processtappen naar de uitvoering van het werkproces, het datagebruik en onderliggende systemen.</li>
-<li>Algoritmes moeten ook voldoen aan deze regels en processtappen.</li>
-<li>Als algoritmes worden ontwikkeld, moet worden onderzocht wat deze regels zijn en hoe deze moeten worden toegepast bij het ontwikkelen van algoritmes.</li>
-<li>Het moeten voldoen aan wetgeving en beleid kan dus in zekere zin 'begrenzend' werken op wat mag worden gedaan met algoritmes. Dit is mede afhankelijk van de risico classificatie van de specifieke toepassing. </li>
-<li>Voor algoritmes, bijvoorbeeld regelgebaseerde rekenregels, moet bijvoorbeeld nauwkeurig worden geprogrammeerd in welke gevallen welke bedragen moeten worden uitgekeerd voor een bijstandsuitkering.</li>
-<li>
-<p>Voor machine learning algoritmes moet bijvoorbeeld worden vastgesteld of de <abbr title="data die worden gebruikt voor het trainen van een AI-systeem door de leerbare parameters hiervan aan te passen">trainingsdata</abbr> wel tot stand is gekomen in lijn met wetgeving en vastgesteld beleid (datakwaliteit) en welke verbanden en patronen (inputvariabelen) al dan niet passend zijn bij het ondersteunen van wettelijke taken.</p>
-</li>
-<li>
-<p>Er is een multidisciplinaire samenwerking nodig tussen de <abbr title="De proceseigenaar is verantwoordelijk voor de kwaliteit van het proces en de vastlegging daarvan in een processchema">proceseigenaar</abbr>, gebruikers, juristen, informatieanalisten en ontwikkelaar om deze vertaling zorgvuldig en doorlopend te maken.</p>
-</li>
-<li>Voorafgaand aan het (laten) ontwikkelen van een algoritme moet dit zijn uitgevoerd.</li>
-<li>De toegepaste 'business rules' en de verwerkte data voor de uitvoering van het te ondersteunen werkproces met algoritmes moeten worden onderzocht en beoordeeld.</li>
-<li>Diepgaande procesanalyses (Bv. BPMN niveau Analytisch) en procesbeschrijvingen kunnen hierbij ondersteunen. </li>
-<li>Als blijkt dat een werkproces niet (meer) conform (gewijzigde) wetgeving of beleid wordt uitgevoerd, dan moet worden beoordeeld of de verworven data of welke deel van de data geschikt is voor het ontwikkelen een algoritme.</li>
-<li>Het is dan raadzaam om de uitvoering van het betreffende werkproces en de werking van onderliggende systemen eerst te 'herstellen' en om hiermee een nieuw datafundament te creëeren (eerst een groot aantal zaken behandelen) die later als <abbr title="data die worden gebruikt voor het trainen van een AI-systeem door de leerbare parameters hiervan aan te passen">trainingsdata</abbr> kan worden gebruikt. </li>
-</ul>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/">aia-08 - Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/">awb-02 - Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/">aia-05 - Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr></tbody></table>
-</details>
-<h2 id="risico">Risico</h2>
-<p>Een beslissing of besluit wordt niet conform wetgeving genomen en is daarmee onrechtmatig, als geen goede vertaling wordt gemaakt van wetgeving naar het algoritme. </p>
-<h2 id="bron">Bron</h2>
-<ul>
-<li><a href="https://wendbarewetsuitvoering.pleio.nl/page/view/918f9a63-4383-410e-b526-4b8fb67b1c40/het-boek-wetsanalyse">Wetsanalyse</a></li>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Auditdienst Rijk, DM.15</a></li>
-<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 2.05</a></li>
-</ul>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<p><a href="https://wendbarewetsuitvoering.pleio.nl/attachment/805680a2-1c37-4831-bbfb-2d602ca7d65c">Handleiding Wetanalyse</a> </p>
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-<h2 id="maatregel">Maatregel</h2>
-<p>Stel een werkinstructie op voor gebruikers. </p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Het is belangrijk dat gebruikers een werkinstructie ontvangen met informatie over hoe zij met het algoritme kunnen en moeten werken. Hierin worden zaken beschreven als:</p>
-<ul>
-<li>Op wat voor manier het algoritme ondersteunt bij het uitvoeren van (wettelijke) taken.</li>
-<li>Wat de mogelijkheden en beperkingen zijn bij het gebruik van het algoritme.</li>
-<li>Wat de impact is van het gebruik van het algoritme op de samenleving en individuen (denk aan <a href="7-mon-05-meten-milieu-impact">energieverbruik</a> of dat een besluit met rechtsgevolgen wordt genomen).</li>
-<li>Wat de risico's zijn die aan het gebruik verbonden zijn (bijv. (automation) bias, false positives/negatives).</li>
-<li>Welke maatregelen zijn getroffen om deze risico's te beperken (bijv. <a href="5-ver-02-biasanalyse">bias analyse</a>, <a href="4-owk-02-stopzetten-gebruik">'stopknop' ingebouwd</a>, transparantie over de output).</li>
-<li>Hoe de output van het algoritme moet worden geïnterpreteerd.</li>
-<li>Hoe het werkproces kan worden uitgevoerd, zonder ondersteuning van het algoritme.</li>
-<li>Welke protocollen er zijn als incidenten zich voordoen.</li>
-</ul>
-<p>Denk hierbij na over het eventueel bijscholen van medewerkers als het kennisniveau nog onvoldoende is om de werkinstructies goed te begrijpen. </p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/">aia-01 - Personeel en gebruikers zijn voldoende AI-geletterd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/">aia-28 - AI-systemen worden zo ontworpen en gebruikt, dat mensen begrijpen wanneer zij met een AI-systeem communiceren en welke content gemaakt is door een AI-systeem.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/">aia-09 - Hoog-risico-AI-systemen staan onder menselijk toezicht.</a></td></tr></tbody></table>
-
-<h2 id="bronnen">Bronnen</h2>
-<!-- Vul hier de relevante bronnen in voor deze maatregel -->
-
-<ul>
-<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 3.07</a></li>
-<li><a href="https://op.europa.eu/en/publication-detail/-/publication/d3988569-0434-11ea-8c1f-01aa75ed71a1">Ethics Guidelines of Trustworthy AI</a></li>
-</ul>
-<h2 id="risico">Risico</h2>
-<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
-
-<p>Het algoritme wordt onjuist gebruikt of verkeerd geïnterpreteerd door gebruikers, waardoor onjuiste belissingen of besluiten worden genomen. </p>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
-
-<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
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-  <h1>Doe aselecte steekproeven om algoritmes met 'risicogestuurde selectie’ te controleren</h1>
-
-<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">imp-02</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/bias-en-non-discriminatie/">Bias en non discriminatie</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Uitvoeren van aselecte steekproeven als aanvulling wanneer gebruik gemaakt wordt van risicogestuurde selectie.</p>
-<h2 id="toelichting">Toelichting</h2>
-<!-- Geef hier een toelichting van deze maatregel -->
-<p>Aselecte steekproeven kunnen een waardevolle toevoeging zijn bij risicogestuurde selectie.</p>
-<p>Het toevoegen van aselecte steekproeven maakt het mogelijk om over tijd te beoordelen of het algoritme nog voldoende effectief is.
-Populaties veranderen immers over tijd. Een selectie die het meest effectief was bij ingebruikname, kan over tijd dat niet meer zijn.
-Door alleen risicogestuurd te selecteren, wordt dit niet inzichtelijk, omdat bepaalde groepen zelden tot nooit gecontroleerd worden.
-Door de aanvullende mogelijkheid van monitoring, kan over tijd beoordeeld worden of er nog steeds sprake is van de meest proportionele vorm.
-Als dat niet zo is, kan bijvoorbeeld gekozen worden voor aanpassing van de risicogestuurde selectie of overgaan op volledig aselect.</p>
-<p>De maatregel gaat daarmee niet direct discriminatie tegen, omdat er sprake kan zijn van discriminatie ongeacht de effectiviteit van de risicogestuurde selectie.
-Een lagere effectiviteit maakt het echter lastiger het gemaakte onderscheid te rechtvaardigen.</p>
-<p>Het gebruik van een aselecte steekproef is in veel gevallen essentieel om het systeem te kunnen toetsen op vooringenomenheid. 
-Een aselecte steekproef geeft ook inzicht in heel deel van de populatie dat doorgaans niet geselecteerd en behandeld wordt door het betreffende risicogestuurde algoritme. 
-Dit maakt het mogelijk om te toetsen of er sprake is van een over- of ondervertegenwoordiging van bepaalde groepen, of om te bepalen of bepaalde typen fouten vaker gemaakt worden in bepaalde groepen.</p>
-<p>Bij AI-systemen die verder leren op basis van verkregen data kan daarnaast sprake zijn van een reinforcing feedbackloop, omdat zij geen representatieve data krijgen.
-Het toevoegen van aselecte steekproeven kan deze feedbackloop doorbreken.</p>
-<p>Het is aan te bevelen om, waar mogelijk, behandelaars niet in te lichten of een casus toegewezen is op basis van een risicogestuurd of aselecte selectie.
-Daardoor wordt beperkt dat een behandelaar met tunnelvisie een zaak bekijkt.
-De behandelaar weet immers dat er tussen de selecties zaken zitten waar niet sprake is van verhoogd risico.
-Op die manier kan automation bias beperkt te worden.
-Niet in alle gevallen zal dit mogelijk zijn, omdat de behandelaar ook uit andere aangeleverde gegevens kan halen op basis waarvan een casus geselecteerd is.
-Het is dan belang om op andere wijze de tunnelvisie tegen te gaan.</p>
-<p>De precieze inzet van aselecte steekproeven zal afhangen van de context.
-Zo verschilt het per context hoeveel zaken aselect geselecteerd moeten worden.
-Bepaal welke groepen er precies vergeleken dienen te worden en bepaal aan de hand daarvan een passende steekproefgrootte zodanig dat er gesproken kan worden over statistische significantie. </p>
-<p>In sommige gevallen zal de impact van een selectie ook dusdanig zijn, dat het zich niet leent voor aselecte steekproef.
-Zo kan een aselecte steekproef wel de basis zijn voor bureauonderzoek, maar mogelijk niet als enige basis voor een huisbezoek.
-Deze belangenenafweging moet per context gemaakt worden.</p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
-
-<!-- Let op! onderstaande regel met 'list_vereisten_on_maatregelen_page' niet weghalen! Deze maakt automatisch een lijst van bijbehorende verseisten op basis van de metadata  -->
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/">aia-27 - Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/">grw-02 - Algoritmes discrimineren niet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/">aia-10 - Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig.</a></td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<!-- Vul hier de relevante bronnen in voor deze maatregel -->
-
-<p><a href="https://www.autoriteitpersoonsgegevens.nl/documenten/rapportage-ai-algoritmerisicos-nederland-ran-voorjaar-2024">Rapportage Algoritmerisico's Nederland voorjaar 2024 (pp. 36-41)</a></p>
-<h2 id="risico">Risico</h2>
-<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
-<ul>
-<li>Historical bias</li>
-<li>Representation bias</li>
-<li>Automation bias en Reinforcing Feedback Loop</li>
-</ul>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
-<p>In het onderzoek van zowel <a href="https://algorithmaudit.eu/nl/algoprudence/cases/aa202401_preventing-prejudice/">Algorithm Audit</a> als <a href="https://www.rijksoverheid.nl/documenten/rapporten/2024/03/01/eindrapport-pwc-rapportage-onderzoek-misbruik-uitwonendenbeurs">PricewaterhouseCoopers</a> naar de Controle Uitwonendenbeurs is het belang van de aselecte steekproef duidelijk geworden. </p>
-<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
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-  <h1>Richt de juiste menselijke controle in van het algoritme</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">imp-03</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/menselijke-controle/">Menselijke controle</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Richt (technische) controlemechanismen in voor menselijke tussenkomst (of: menselijke controle) waarmee de output van een algoritme kan worden gecontroleerd.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Algoritmes ondersteunen vaak beslissingen en besluitvorming van overheidsorganisaties. Deze beslissingen of besluiten kunnen betrokkenen in <a href="avg-10-recht-op-niet-geautomatiseerde-besluitvorming.md">aanmerkelijke mate raken of zelfs rechtsgevolgen</a> hebben. Omdat algoritmes niet foutloos zijn, is het belangrijk dat een mens controleert wat een algoritme doet en, waar nodig, corrigeert. Dit proces heet 'menselijke tussenkomst' en moet betekenisvol zijn, niet slechts symbolisch.</p>
-<p>Het inrichten, monitoren en evalueren van menselijke controle is cruciaal om te voorkomen dat algoritmes negatieve effecten veroorzaken of de menselijke autonomie ondermijnen.</p>
-<p>Betekenisvolle menselijke controle houdt in dat:</p>
-<ul>
-<li>Het toezicht wordt uitgevoerd door iemand die bevoegd en bekwaam is om een beslissing of besluit te wijzigen.</li>
-<li>Automatische aanbevelingen niet klakkeloos worden overgenomen. Bijvoorbeeld: een systeem dat standaard een suggestie accepteert door een enkele klik voldoet hier niet aan.</li>
-<li>De vormen van menselijke tussenkomst al in een vroeg stadium, bijvoorbeeld in de ontwerpfase, worden vastgesteld op basis van risicoanalyses.</li>
-<li>Gebruikers voldoende kennis, tijd en verantwoordelijkheid hebben om weloverwogen beslissingen te nemen over het functioneren van algoritmes. Dit betekent ook dat externe factoren, zoals tijdsdruk of onvoldoende informatie, de beoordeling van de output niet mogen beïnvloeden. (zie ook het <a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">onderzoekskader van de ADR, SV.6</a>)</li>
-</ul>
-<p>Soms is menselijke tussenkomst minder relevant, zoals bij ‘gebonden bevoegdheden’. Hierbij is weinig tot geen ruimte om een beslissing of besluit aan te passen. Voorbeelden zijn:</p>
-<ul>
-<li>Het opleggen van verkeersboetes onder de Wet administratiefrechtelijke handhaving verkeersvoorschriften (Wahv).</li>
-<li>Het automatisch aanpassen van studiefinanciering op basis van inkomenswijzigingen.</li>
-</ul>
-<p>Om menselijke tussenkomst goed te organiseren, zijn technische en organisatorische maatregelen nodig. Dit geldt ook wanneer een externe <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> de algoritmes levert. In dat geval moet de verantwoordelijke organisatie (<abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr>) samen met de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> bepalen hoe menselijke tussenkomst zinvol kan worden ingericht.</p>
-<h3 id="inrichten-van-menselijke-controle">Inrichten van menselijke controle</h3>
-<p>Er zijn verschillende manieren om menselijke tussenkomst in te richten, afhankelijk van de specifieke toepassing van een algoritme. Hieronder worden vier mogelijkheden beschreven die kunnen worden ingezet, los of in combinatie:</p>
-<h4 id="1-human-in-the-loop">1. Human in the loop</h4>
-<p>Bij dit model speelt de mens een actieve rol in elke fase van het algoritme. Deze variant geeft de meeste controle en invloed, maar kan leiden tot vertraagde of minder efficiënte besluitvorming, vooral bij real-time of zeer complexe taken waarbij snelheid cruciaal is.
-Een voorbeeld van toepassen van Human-in-the-loop is het nakijken en beoordelen van de output van een algoritme door een mens, telkens voordat een beslissing wordt genomen. Het verwerken van data gebeurt alleen in opdracht van de mens en verder neemt het algoritme of AI model geen autonome beslissingen. </p>
-<h4 id="2-human-on-the-loop">2. Human on the loop</h4>
-<p>Hier behoudt de mens toezicht en kan ingrijpen wanneer dat nodig is, om te garanderen dat een model veilig en ethisch opereert. Dit model biedt daardoor een balans tussen autonome besluitvorming en menselijke controle. Het is vooral nuttig in situaties waarin afwijkende keuzes of acties van het algoritme grote gevolgen kunnen hebben. De menselijke <abbr title="een aanbieder, productfabrikant, gebruiksverantwoordelijke, gemachtigde, importeur of distributeur">operator</abbr> houdt de werking van het algoritme in de gaten en staat klaar om in te grijpen of beslissingen terug te draaien wanneer nodig.</p>
-<h4 id="3-human-above-the-loop">3. Human above the loop</h4>
-<p>In dit model houdt de mens toezicht op een hoger niveau, met een focus op strategische en ethische keuzes, in plaats van dat de menselijke <abbr title="een aanbieder, productfabrikant, gebruiksverantwoordelijke, gemachtigde, importeur of distributeur">operator</abbr> zich bezighoudt met directe operationele beslissingen. Dit stelt de mens in staat in te grijpen wanneer kritieke morele, juridische of sociale zorgen ontstaan om het model op de langere termijn bij te sturen.  De menselijke tussenkomst is gericht op het bepalen van beleid en de richtlijnen voor algoritmes. Het gaat daarbij niet alleen over het definiëren van operationele procedures maar ook het maken van bepaalde ethische overwegingen, het zorgen voor naleving van regelgeving en het overwegen van de implicaties van de inzet van algoritmes op de lange termijn. </p>
-<h4 id="4-human-before-the-loop">4. Human before the loop</h4>
-<p>Hier maakt de mens vooraf ethische en morele afwegingen die in het algoritme zelf worden ingebouwd. Hoewel het model in productie autonoom opereert, zal de menselijke input gedurende de ontwikkeling ervoor zorgen dat het model ook in complexe situaties volgens de juiste (ethische) afwegingen keuzes en acties onderneemt.</p>
-<p>Dit model is essentieel in situaties waar menselijk ingrijpen tijdens de uitvoering niet mogelijk is (wanneer er bijvoorbeeld weinig of helemaal geen tijd is om als mens te interveniëren), maar waar ethische keuzes cruciaal blijven. Denk aan bestrijding van zeemijnen of situaties met zelfrijdende auto’s in onvoorspelbare verkeerssituaties (bron: <a href="https://publications.tno.nl/publication/34640024/a05DMs/TNO-2022-visiestuk.pdf">TNO visiestuk 2022</a>). Deze variant kan ook worden ingezet voor situaties waarin wel nog menselijk ingrijpen mogelijk is. </p>
-<h2 id="risico">Risico</h2>
-<p>Het niet inrichten van passende menselijke controle leidt tot onverantwoorde inzet van algoritmen en het niet voldoen aan wettelijke vereisten. </p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/">avg-10 - Besluiten die levens kunnen beïnvloeden, zijn niet volledig geautomatiseerd.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/">grw-01 - Algoritmes schenden geen grondrechten of mensenrechten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/">aia-22 - De werking van hoog-risico-AI-systemen wordt gemonitord.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/">aia-09 - Hoog-risico-AI-systemen staan onder menselijk toezicht.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/">aia-21 - Menselijk toezicht van hoog-risico-AI-systemen wordt uitgevoerd door mensen met voldoende kennis en mogelijkheden.</a></td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 2.01</a><ul>
-<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/toetsingskader/ethiek/menselijke-tussenkomst">Menselijke tussenkomst | Algoritmes | Algemene Rekenkamer</a></li>
-</ul>
-</li>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, SV.5, SV.6</a> </li>
-<li><a href="https://open.overheid.nl/documenten/6b5b5d5b-fdc1-4333-a11e-f89d3627a0f5/file">Advies over geautomatiseerde selectietechniek Pels Rijcken, p.9</a></li>
-<li><a href="https://www.autoriteitpersoonsgegevens.nl/themas/basis-avg/privacyrechten-avg/recht-op-een-menselijke-blik-bij-besluiten#:~:text=Reactie%20op%20verzoek-,Geautomatiseerd%20besluit,noemen%20dit%20een%20geautomatiseerd%20besluit.">Recht op een menselijke blik bij besluiten | Autoriteit Persoonsgegevens</a></li>
-<li>Kamerstukken IT 2017-2018, 34 851, nr. (MvT UAVG), p. 120-121</li>
-<li><a href="https://digital-strategy.ec.europa.eu/en/library/ethics-guidelines-trustworthy-ai">Ethics guidelines for trustworthy AI | Shaping Europe’s digital future</a>, deel (64)</li>
-<li><a href="https://publications.tno.nl/publication/34640024/a05DMs/TNO-2022-visiestuk.pdf">"Towards Digital Life: Een toekomstvisie op AI anno 2032" - TNO, 2022</a></li>
-<li><a href="https://www.rathenau.nl/nl/digitalisering/algoritmes-afwegen">Algoritmes afwegen | Rathenau Instituut</a></li>
-<li><a href="https://www.sciencedirect.com/science/article/abs/pii/S0167923612002886">Managing supplier delivery reliability risk under limited information: Foundations for a human-in-the-loop DSS - ScienceDirect</a></li>
-<li><a href="https://link.springer.com/article/10.1007/s43681-024-00489-4">Human control of AI systems: from supervision to teaming | AI and Ethics (springer.com)</a></li>
-<li><a href="https://commission.europa.eu/law/law-topic/data-protection/rules-business-and-organisations/dealing-citizens/are-there-restrictions-use-automated-decision-making_nl#:~:text=Example-,Antwoord,is%20of%20hen%20aanzienlijk%20be%C3%AFnvloedt.">Zijn er beperkingen op het gebruik van geautomatiseerde besluitvorming? - Europese Commissie</a></li>
-</ul>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<p><a href="https://curia.europa.eu/juris/document/document.jsf?text=&amp;docid=280426&amp;pageIndex=0&amp;doclang=NL&amp;mode=lst&amp;dir=&amp;occ=first&amp;part=1&amp;cid=7436066">HvJEU december 2023, ECLI:EU:C:2023:957 (SCHUFA Scoring)</a></p>
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-  <h1>Publiceer impactvolle algoritmes en hoog-risico-AI-systemen in het Algoritmeregister</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">imp-04</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Publiceer het algoritme  in het <a href="../../hulpmiddelen/algoritmeregister/">Nederlandse Algoritmeregister</a>.  </p>
-<h2 id="toelichting">Toelichting</h2>
-<ul>
-<li>De regering wil dat de overheid algoritmes verantwoord gebruikt. Mensen moeten erop kunnen vertrouwen dat algoritmes voldoen aan de waarden en normen van de samenleving.</li>
-<li>Wanneer de overheid open is over algoritmes en hun toepassing, kunnen burgers, organisaties en media haar kritisch volgen.</li>
-<li>Impactvolle algoritmes en hoog risico AI-systemen moeten daarom worden gepubliceerd in het Algoritmeregister.</li>
-<li>In het Algoritmeregister moet uitleg zijn over hoe algoritmes, of het proces wat hiermee wordt ondersteund werkt.</li>
-<li>Er is een <a href="https://www.digitaleoverheid.nl/wp-content/uploads/sites/8/2023/12/Handreiking-Algoritmeregister-versie-1.0.pdf">Handreiking Algoritmeregister</a> opgesteld met informatie over het publiceren van algoritmes in het Algoritmeregister.</li>
-<li>De <a href="https://regels.overheid.nl/publicaties/algoritmeregister-publicatiestandaard#:~:text=De%20publicatiestandaard%20is%20gericht%20op,op%20andere%20manier%20te%20organiseren">Algoritmeregister Publicatiestandaard</a> kan overheidsorganisaties ondersteunen bij het helpen invullen van het Algoritmeregister.</li>
-<li>Sommige overheidsorganisaties publiceren hun algoritmes ook in een eigen Algoritmeregister, zodat burgers dit makkelijker kunnen vinden. Bijvoorbeeld het <a href="https://algoritmeregister.rotterdam.nl/p/Onzealgoritmes">Algoritmeregister van de Gemeente Rotterdam</a>, het <a href="https://algoritmeregister.amsterdam.nl/">Algoritmeregister van de Gemeente Amsterdam</a> of het <a href="https://www.uwv.nl/nl/over-uwv/organisatie/algoritmeregister-uwv">Algoritmeregister van het UWV</a>. </li>
-<li>Zorg na publicatie dat de informatie in het Algoritmeregister up-to-date blijft en indien nodig regelmatig wordt aangepast. </li>
-</ul>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/">bzk-01 - Impactvolle algoritmes en hoog-risico-AI-systemen staan in het Nederlandse Algoritmeregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/">aia-08 - Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/">avg-07 - Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr></tbody></table>
-</details>
-<h2 id="risico">Risico</h2>
-<p>Betrokkenen zijn niet op de hoogte dat hun persoonsgegevens worden verwerkt met een algoritme, waardoor zij hier geen controle over hebben. </p>
-<h2 id="bronnen">Bronnen</h2>
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-<li><a href="https://www.digitaleoverheid.nl/wp-content/uploads/sites/8/2023/12/Handreiking-Algoritmeregister-versie-1.0.pdf">Handreiking Algoritmeregister</a></li>
-<li><a href="https://regels.overheid.nl/publicaties/algoritmeregister-publicatiestandaard#:~:text=De%20publicatiestandaard%20is%20gericht%20op,op%20andere%20manier%20te%20organiseren.">Algoritmeregister Publicatiestandaard</a></li>
-<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 3.12, 3.14, 3.16</a> </li>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, SV.14, PRI.8</a> </li>
-</ul>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<ul>
-<li><a href="https://algoritmes.overheid.nl/nl/algoritme/eerste-hulp-bij-geldzaken-gemeente-groningen/55597555">Gemeente Groningen, Algoritmeregister: Eerste Hulp bij Geldzaken</a></li>
-<li><a href="https://algoritmeregister.amsterdam.nl/ai-system/blurring-as-a-service/1132/">Gemeente Amsterdam, Algoritemregister: Blurring as a Service</a></li>
-<li><a href="https://algoritmes.pleio.nl/attachment/entity/ea60f239-dcaf-4eb0-9661-c2e7ffb633ea">Juryrapport Best Beschreven Algoritme</a></li>
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-  <h1>Spreek af hoe de organisatie omgaat met privacy-verzoeken</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">imp-06</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/data/">Data</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Richt een proces in waarmee betrokkenen hun privacyrechten kunnen inroepen als algoritmes worden ontwikkeld of gebruikt.</p>
-<h2 id="toelichting">Toelichting</h2>
-<ul>
-<li>Betrokkenen moeten hun persoonsgegevens kunnen inzien, rectificeren, laten verwijderen of het gebruik ervan beperken bij het toepassen van algorimtes.</li>
-<li>Betrokkenen moeten hun verzoek kunnen indienen bij de betreffende organisatie. Denk hierbij aan het inrichten van een privacyloket.</li>
-<li>Er zullen  afspraken moeten worden gemaakt door servicemanagement in te richten hoe deze verzoeken effectief kunnen worden behandeld door bijvoorbeeld door het ontwikkel- of beheerteam (<abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>).</li>
-<li>Bij het inrichten van  servicemanagement moet zijn nagedacht over hoe een verzoek tot het inzien, rectificeren, verwijderen of beperken van de verwerking van persoonsgegevens op een betekenisvolle manier kan of moet worden behandeld.</li>
-</ul>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/">avg-09 - Betrokkenen kunnen een beroep doen op hun privacyrechten.</a></td></tr></tbody></table>
-</details>
-<h2 id="risico">Risico</h2>
-<p>Betrokkenen hebben geen controle over hun persoonsgegevens doordat ze geen beroep kunnen doen op hun privacyrechten. </p>
-<h2 id="bronnen">Bronnen</h2>
-<p><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, PRI.9</a> </p>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<p><a href="https://formulieren.amsterdam.nl/TriplEforms/DirectRegelen/formulier/nl-NL/evAmsterdam/Privacy.aspx/fPrivacyVerzoek">Privacyverzoek Gemeente Amsterdam</a></p>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html
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-  <h1>Spreek af hoe medewerkers omgaan met het algoritme.</h1>
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-<h2 id="maatregel">Maatregel</h2>
-<p>Stel duidelijke werkinstructies op voor de medewerkers die het algoritme gaan gebruiken. </p>
-<h2 id="toelichting">Toelichting</h2>
-<ul>
-<li>Maak keuzes rondom de rol van het systeem in de werkwijze van medewerkers.</li>
-<li>Gebruik duidelijke werkinstructies en protocollen om te voorkomen dat beslissingen, gebaseerd op de output van het systeem, door (automation) bias worden beïnvloed.</li>
-<li>Stel een structuur op voor het melden van mogelijke problemen die medewerkers ervaren met het systeem.</li>
-<li>
-<p>Opleiding van medewerkers over:</p>
-<ul>
-<li>Algoritmes, waaronder AI;</li>
-<li>het systeem waarmee ze gaan werken;</li>
-<li>de rol van het systeem in hun werkwijze;</li>
-<li>de risico's die aan het gebruik van een systeem verbonden zijn (bijv. (automation) bias, false positives/negatives);</li>
-<li>de maatregelen die genomen zijn om deze risico’s te beperken (bijv. willekeurige of fictieve casussen, transparantie over de output).</li>
-</ul>
-</li>
-<li>
-<p>Bespreek regelmatig de uitdagingen die medewerkers ondervinden bij het werken met het systeem (bijv. tijdsdruk).</p>
-</li>
-<li>
-<p>Documenteer alle keuzes en de onderliggende redenen/afwegingen rondom menselijke tussenkomst en overzicht. Evalueer en pas gemaakte keuzes waar nodig aan.</p>
-</li>
-<li>
-<p>Goede samenwerking tussen medewerkers en systemen helpt bij het voorkomen van (automation) bias en discriminatie, het signaleren van algoritmische problemen, en het vermijden van de facto automatische besluitvorming.</p>
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-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<!-- Hier volgt een lijst met vereisten op basis van de in de metadata ingevulde vereiste -->
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-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/">grw-02 - Algoritmes discrimineren niet</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/">aia-09 - Hoog-risico-AI-systemen staan onder menselijk toezicht.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/">aia-21 - Menselijk toezicht van hoog-risico-AI-systemen wordt uitgevoerd door mensen met voldoende kennis en mogelijkheden.</a></td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<!-- Vul hier de relevante bronnen in voor deze maatregel -->
-
-<ul>
-<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 3.07</a></li>
-<li><a href="https://open.overheid.nl/documenten/ronl-3f9fa69c-acf4-444d-96e1-5c48df00eb3c/pdf">Handreiking non-discriminatie by design</a> </li>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2021/02/25/impact-assessment-mensenrechten-en-algoritmes">Impact Assessment Mensenrechten en Algoritmes</a> </li>
-<li><a href="https://op.europa.eu/en/publication-detail/-/publication/d3988569-0434-11ea-8c1f-01aa75ed71a1">Ethics Guidelines of Trustworthy AI</a></li>
-</ul>
-<h2 id="risico">Risico</h2>
-<!-- vul hier het specifieke risico in dat kan worden gemitigeerd met behulp van deze maatregel -->
-
-<p>Bias, discriminatie, de facto automatische besluitvorming.</p>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<!-- Voeg hier een voorbeeld toe, door er bijvoorbeeld naar te verwijzen -->
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-<p>Heb je een voorbeeld of best practice, laat het ons weten via <a href="mailto:algoritmes@minbzk.nl">algoritmes@minbzk.nl</a></p>
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-  <h1>Vermeld het gebruik van persoonsgegevens in een privacyverklaring</h1>
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-<h2 id="maatregel">Maatregel</h2>
-<p>Neem het gebruik van een algoritme op in de privacyverklaring als hierbij persoonsgegevens worden verwerkt.  </p>
-<h2 id="toelichting">Toelichting</h2>
-<ul>
-<li>Door in een privacyverklaring te vermelden welke persoonsgegevens worden verwerkt voor het gebruik van een algoritme, wordt een betrokkene geïnformeerd over de verwerking van diens persoonsgegevens.</li>
-<li>Een privacyverklaring kan op organistieniveau worden opgesteld en ook voor specifieke verwerkingen.</li>
-<li>
-<p>In een privacyverklaring wordt in ieder geval het volgende opgenomen:</p>
-</li>
-<li>
-<p>de identiteit en contactgegevens van uw organisatie. En ook die van vertegenwoordiger in de Europese Unie (EU), als deze er zijn.</p>
-</li>
-<li>de contactgegevens van de functionaris gegevensbescherming (FG), als een organistie deze heeft.</li>
-<li>de doeleinden van de verwerking en de AVG-grondslag. </li>
-<li>de (categorieën van) ontvangers van de persoonsgegevens.</li>
-<li>of de persoonsgegevens door worden geven buiten de EER of aan een internationale organisatie. En zo ja, op welke juridische grond.</li>
-<li>de bewaartermijn van de gegevens.</li>
-<li>de privacyrechten van de betrokkenen, zoals het recht op inzage, rectificatie en gegevens verwijderen.</li>
-<li>het recht van de betrokkenen om de toestemming die zij voor een bepaalde verwerking hebben gegeven, altijd weer te mogen intrekken.</li>
-<li>dat de betrokkenen een klacht kunnen indienen bij de privacytoezichthouder. In Nederland is dat de Autoriteit Persoonsgegevens (AP).</li>
-<li>of de betrokkenen verplicht zijn de persoonsgegevens te verstrekken. En zo ja, waarom. Vermeld dan ook wat de gevolgen zijn als zij de gegevens niet verstrekken.</li>
-<li>of er sprake is van geautomatiseerde besluitvorming, inclusief profilering. En zo ja, hoe deze beslissing wordt genomen.</li>
-<li>
-<p>als persoonsgegevens van een andere organisatie zijn ontvangen: de bron waar de persoonsgegevens vandaan komen. En of de gegevens afkomstig zijn van openbare bronnen.</p>
-</li>
-<li>
-<p>Het is denkbaar dat in een specifieke privacyverklaring informatie over onderliggende logica van het algoritme, alsmede het belang en de verwachte gevolgen van die verwerking voor de betrokkene. Het is ook denkbaar dat deze informatie in het algoritmeregister wordt opgenomen.</p>
-</li>
-<li>Als ervoor wordt gekozen om het algoritme uit te faseren, dan moet informatie in het algoriteregister hierop worden aangepast. </li>
-</ul>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/">avg-07 - Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td></tr></tbody></table>
-</details>
-<h2 id="risico">Risico</h2>
-<p>Betrokkenen zijn niet op de hoogte dat hun persoonsgegevens worden verwerkt met een algoritme, waardoor zij hier geen controle over hebben en zich niet kunnen beroepen op hun privacyrechten.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, PRI.8</a></li>
-<li><a href="https://www.autoriteitpersoonsgegevens.nl/themas/basis-avg/privacyrechten-avg/recht-op-informatie">Autoriteit Persoonsgegevens  Algoritmekader</a> </li>
-<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 3.12</a> </li>
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-  <h1>Richt een proces in zodat burgers of andere belanghebbenden een klacht, bezwaar of beroep kunnen indienen over het gebruik van het algoritme en monitor dit proces.</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">imp-09</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Richt een proces in zodat burgers of andere belanghebbenden een klacht, bezwaar of beroep kunnen indienen over het gebruik van het algoritme. Zorg voor goede monitoring van dit proces zodat het projectteam op de hoogte is van klachten, bezwaren en beroepen over het systeem. </p>
-<h2 id="toelichting">Toelichting</h2>
-<ul>
-<li>Een goede datahuishouding van de binnengekomen bezwaren, klachten en beroepen is essentieel om de informatie rondom de klachten, bezwaren en beroepen vanuit datagedreven perspectief te kunnen monitoren.</li>
-<li>Goede monitoring kan ervoor zorgen dat eventuele patronen in bezwaar, klacht en beroep snel gesignaleerd worden. Eventuele patronen in klacht, bezwaar en beroep kunnen duiden op problemen in het functioneren van het algoritme. Dit kan bijvoorbeeld duiden op discriminerende effecten van het algoritme, waardoor nader onderzoek wenselijk is. </li>
-</ul>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/">avg-09 - Betrokkenen kunnen een beroep doen op hun privacyrechten.</a></td></tr></tbody></table>
-</details>
-<h2 id="risico">Risico</h2>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Auditdienst Rijk, SV.17, PRI.9</a></li>
-<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 1.08</a></li>
-<li><a href="https://open.overheid.nl/documenten/dpc-97a155051e66b292ef3cc5799cb4aef61dcbf46b/pdf#page=48">Onderzoek misbruik uitwonendenbeurs, PricewaterhouseCoopers</a></li>
-<li><a href="https://open.overheid.nl/documenten/dpc-486d1370ee92580b07ae27198a636c73fc28b87d/pdf">Intern onderzoek controle uitwonendenbeurs, DUO</a></li>
-</ul>
-<h2 id="voorbeeld">Voorbeeld</h2>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/index.html
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">imp-08</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Neem de ontwikkeling en gebruik van een algoritme op in het verwerkingsregister als persoonsgegevens worden verwerkt.  </p>
-<h2 id="toelichting">Toelichting</h2>
-<ul>
-<li>Door in het verwerkingsregister te vermelden welke persoonsgegevens worden verwerkt voor het gebruik van een algoritme, wordt een betrokkene geïnformeerd over de verwerking van diens persoonsgegevens</li>
-<li>Hiermee is ook voor de organisatie intern inzichtelijk welke persoonsgegevens voor welke toepassingen worden verwerkt;</li>
-<li>Het is van belang dat vanaf het moment dat persoonsgegevens worden verwerkt, meteen een vermelding hiervan wordt gemaakt in het verwerkingsregister;</li>
-<li>Dat betekent dat als persoonsgegevens worden verwerkt bij het ontwikkelen en trainen van het algoritme, en deze nog niet in gebruik zijn genomen, al een vermelding moet worden gedaan in het verwerkingsregister;</li>
-<li>Bij beëindiging van het gebruik van het algoritme, moet het verwerkingsregister worden aangepast. </li>
-</ul>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/">avg-07 - Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td></tr></tbody></table>
-</details>
-<h2 id="risico">Risico</h2>
-<p>Betrokkenen en de interne organisatie zijn niet op de hoogte welke persoonsgegevens worden verwerkt met een algoritme, waardoor zij hier geen controle over hebben. </p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, PRI.8</a></li>
-<li><a href="https://www.autoriteitpersoonsgegevens.nl/themas/basis-avg/privacyrechten-avg/recht-op-informatie">Autoriteit Persoonsgegevens</a></li>
-<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 3.04</a></li>
-</ul>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<ul>
-<li><a href="https://assets.amsterdam.nl/publish/pages/1045112/verwerkingsregister_avg_april_2024.pdf">Blurring as a Service, Verwerkingsregister gemeente Amsterdam</a></li>
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-  <h1>Maak een openbaar besluit over de inzet van het algoritme</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">imp-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Een politieke-bestuurlijk besluit wordt genomen over de inzet van een impactvol algoritme. </p>
-<h2 id="toelichting">Toelichting</h2>
-<ul>
-<li>Door een politiek-bestuurlijk besluit te nemen over de inzet of beëindiging van een impactvol algoritme, wordt een afweging en keuze gemaakt over de wenselijkheid, haalbaarheid, transparantie, invulling van menselijke controle en eventueel de mate van onbewuste vooringenomenheid van het betreffende algoritme.</li>
-<li>Impactvolle algoritmes bevatten aspecten die vragen om politieke afwegingen, en niet enkel door de ambtelijke organistie mogen worden beoordeeld.</li>
-<li>Een voorbeeld van een politiek afweging is wanneer er wel of geen sprake is van een gerechtvaardigd onderscheid wat wordt gemaakt door een algoritme. </li>
-<li>Het is van belang dat overheidsorganisaties een politiek-bestuurlijk kader opstellen waarin wordt beschreven hoe wordt omgegaan met dergelijke gevallen. </li>
-<li>Een openbaar besluit draagt bij aan de legitimiteit van de inzet van het algoritme en de controleerbaarheid van de overheidsorganisatie. </li>
-</ul>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/">awb-01 - Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/">aia-08 - Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/">awb-02 - Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/">aia-21 - Menselijk toezicht van hoog-risico-AI-systemen wordt uitgevoerd door mensen met voldoende kennis en mogelijkheden.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/">aia-22 - De werking van hoog-risico-AI-systemen wordt gemonitord.</a></td></tr></tbody></table>
-</details>
-<h2 id="risico">Risico</h2>
-<p>De ambtelijke organisatie maakt politieke-bestuurlijke afwegingen en beslissingen bij de inzet of beëindiging van het gebruik van impactvolle algoritmes, terwijl deze daar niet toe bevoegd is.</p>
-<h2 id="bronnen">Bronnen</h2>
-<p><a href="https://rekenkamer.rotterdam.nl/wp-content/uploads/2024/05/RO2205-kleur-bekennen-vervolgonderzoek-algoritmes-rekenkamer-rotterdam.pdf">Algemene Rekenkamer</a></p>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<p><a href="https://www.amsterdam.nl/bestuur-organisatie/college/nieuws/nieuws-24-januari-2024/">Besluit College van Burgemeester en Wethouders Gemeente Amsterdam</a> </p>
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-  <h1>Maak back-ups van algoritmes</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">mon-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Back-up kopieën van informatie, software en systeemafbeeldingen dienen regelmatig te worden gemaakt en getest. Idealiter gebeurt dit in overeenstemming met een afgesproken back-up beleid.
-Maak back-ups van de omgeving van het algoritme en zorg ervoor dat het algoritme en de data hersteld kunnen worden.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Er is een back-up beleid waarin de eisen voor het bewaren en beschermen zijn gedefinieerd en vastgesteld. Dit beleid moet vervolgens worden vertaald naar (technische) maatregelen om het kunnen maken van back-ups te realiseren.</p>
-<h2 id="risico">Risico</h2>
-<p>Als er geen regelmatige back-ups worden gemaakt en de restore-procedure niet regelmatig wordt getest, bestaat het risico dat er geen hersteloptie is en mogelijkheid van gegevensverlies.</p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://www.digitaleoverheid.nl/overzicht-van-alle-onderwerpen/cybersecurity/bio-en-ensia/baseline-informatiebeveiliging-overheid/">Baseline Informatiebeveiliging Overheid, 12.3.1.1, 12.3.1.4, 12.3.1.5.</a></li>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, IB.26</a></li>
-<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 4.08</a> </li>
-</ul>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html
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-  <h1>Beveilig de software</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">mon-02</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Zorg voor een goede beveiliging van de verschillende softwarecomponenten van een algoritme.
-Bepaal of de data voldoende is beveiligd en maak hierin onderscheid tussen de <abbr title="data die in een AI-systeem worden ingevoerd of direct door een AI-systeem worden verworven en op basis waarvan het systeem een output genereert">inputdata</abbr> en de outputdata.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Er zijn beheersmaatregelen die kunnen helpen bij het zorgen voor een goede beveiliging van verschillende (software-)componenten van een algoritme. Hierbij kan worden gedacht aan:
-Het toepassen van wachtwoordbeheer. <a href="https://www.digitaleoverheid.nl/overzicht-van-alle-onderwerpen/cybersecurity/bio-en-ensia/baseline-informatiebeveiliging-overheid/">Baseline Informatiebeveiliging Overheid</a>, de <a href="https://www.ncsc.nl/documenten/publicaties/2019/mei/01/handreiking-voor-implementatie-van-detectie-oplossingen">NCSC Handreiking voor implementatie van detectieoplossingen</a> en het <a href="../../hulpmiddelen/IAMA/">Impact Assessment Mensenrechten en Algoritmes</a>.</p>
-<ul>
-<li>Inzicht creëren in de beoogde opzet van de IT-infrastructuur (de architectuur) en de werkelijk geconfigureerde hard- en software. (CIS Control 1, BIO 8.1.1).</li>
-<li>Inrichten van een formeel proces voor het beheer van technische kwetsbaarheden. Dit omvat minimaal periodieke (geautomatiseerde) controle op de aanwezigheid van kwetsbaarheden in de te toetsen systemen, een risicoafweging en navolgbare afwerking daarvan of risicoacceptatie (BIO 12.6).</li>
-<li>Beoordelen, patchen en updaten van kwetsbaarheden in IT-systemen als deze bekend zijn. (BIO 12.6.1)</li>
-<li>Verwijderen of deactiveren van softwarecomponenten en services die niet noodzakelijk zijn voor het functioneren van het algoritme om beveiligingsrisico’s te beperken. (BIO 12.6.1)</li>
-<li>Er vindt zonering plaats binnen de technische infrastructuur conform de uitgangspunten die zijn vastgelegd in een operationeel beleidsdocument, waarbij minimaal sprake is van scheiding tussen vertrouwde en onvertrouwde netwerken (BIO 9.4.2). Denk ook aan het scheiden in netwerken (BIO 13.1.3).</li>
-<li>Actieve monitoring van de algoritme data vindt plaats zodat beveiligingsincidenten en -gebeurtenissen in een vroeg stadium worden gedetecteerd. (BIO 12.4.1, NCSC Handreiking voor implementatie van detectieoplossingen).</li>
-<li>Netwerkverkeer en componenten worden actief gemonitord. (BIO 12.4.1).</li>
-<li>Beoordeel of de data ten behoeve van het ontwikkelen en gebruiken van het algoritme voldoende is beveiligd. Maak hierin onderscheid tussen de <abbr title="data die worden gebruikt voor het trainen van een AI-systeem door de leerbare parameters hiervan aan te passen">trainingsdata</abbr>, <abbr title="data die in een AI-systeem worden ingevoerd of direct door een AI-systeem worden verworven en op basis waarvan het systeem een output genereert">inputdata</abbr> en de outputdata.</li>
-</ul>
-<h2 id="risico">Risico</h2>
-<p>Oneigenlijke toegang van buitenaf kan plaatsvinden via zwakheden in het systeem.</p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/">avg-12 - Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/">aia-10 - Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig.</a></td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://www.digitaleoverheid.nl/overzicht-van-alle-onderwerpen/cybersecurity/bio-en-ensia/baseline-informatiebeveiliging-overheid/">Baseline Informatiebeveiliging Overheid</a></li>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, IB.18 t/m IB.25</a></li>
-<li><a href="https://www.ncsc.nl/documenten/publicaties/2019/mei/01/handreiking-voor-implementatie-van-detectie-oplossingen">NCSC Handreiking voor implementatie van detectieoplossingen</a></li>
-<li><a href="https://www.cip-overheid.nl/media/xhxglzi0/20180220-quickscan-bir2017.pdf">Handleiding Quickscan Information Security</a></li>
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-<h2 id="voorbeeld">Voorbeeld</h2>
-<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html
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-<h2 id="maatregel">Maatregel</h2>
-<p>Richt een proces in waarmee beveiligingsincidenten m.b.t. algoritmes en data zo spoedig mogelijk worden opgelost.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Er zijn procedures aanwezig die borgen dat beveiligingsincidenten m.b.t. algoritmes en data zo spoedig mogelijk, afhankelijk van de kwalificatie van het incident, worden opgepakt.</p>
-<h2 id="risico">Risico</h2>
-<p>Te late reactie op incidenten kan ervoor zorgen dat de BIV (beschikbaarheid, integriteit en vertrouwelijkheid) van het algoritme of data kan worden aangetast.</p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/">bio-01 - Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/">aia-10 - Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/">avg-12 - Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen.</a></td></tr></tbody></table>
-</details>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://www.digitaleoverheid.nl/overzicht-van-alle-onderwerpen/cybersecurity/bio-en-ensia/baseline-informatiebeveiliging-overheid/">Baseline Informatiebeveiliging Overheid, BIO 12.3.1.1, 12.3.1.4, 12.3.1.5</a></li>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2023/07/11/onderzoekskader-algoritmes-adr-2023">Onderzoekskader Algoritmes Auditdienst Rijk, IB.30</a></li>
-<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 4.06</a></li>
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-<h2 id="voorbeeld">Voorbeeld</h2>
-<p>Heb jij een goed voorbeeld? Laat het ons weten!</p>
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-  <h1>Monitor regelmatig op veranderingen in de data. Bij veranderingen evalueer je de prestaties en output van het algoritme.</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">mon-04</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/data/">Data</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Monitor regelmatig op veranderingen in de <abbr title="data die in een AI-systeem worden ingevoerd of direct door een AI-systeem worden verworven en op basis waarvan het systeem een output genereert">inputdata</abbr>. Bij geconstateerde veranderingen evalueer je de prestaties en de output van het algoritme.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>De <abbr title="data die in een AI-systeem worden ingevoerd of direct door een AI-systeem worden verworven en op basis waarvan het systeem een output genereert">inputdata</abbr> kan voortdurend veranderen. 
-Dat kan komen doordat de context waarin het algoritme wordt gebruikt verandert, of door een technische fout wanneer de data bijvoorbeeld niet goed is ingelezen of aangeleverd. 
-Het te laat opmerken van zo'n verandering kan grote gevolgen hebben. 
-Daarom is het belangrijk om regelmatig te controleren en evalueren of:</p>
-<ul>
-<li>de data van <a href="../3-dat-01-datakwaliteit/">voldoende kwaliteit is voor de beoogde toepassing</a></li>
-<li>of het algoritme nog <a href="../5-ver-01-functioneren-in-lijn-met-doeleinden/">presteert in lijn met de vastgestelde doelen</a></li>
-<li>de gegevens op de juiste en volledige manier worden verwerkt. </li>
-</ul>
-<p>Zeker wanneer er gebruikt wordt gemaakt van informatie van derden, is het belangrijk om regelmatig te controleren of er veranderingen in de data zijn. Goede monitoring op datakwaliteit zorgt ervoor dat je voldoende controle hebt over de kwaliteit van de data, zelfs als je hiervoor afhankelijk bent van andere partijen. </p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<table><thead><tr><th>Vereiste</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/">aia-05 - Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/">aia-11 - Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/">aia-10 - Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/">avg-05 - Persoonsgegevens zijn juist en actueel.</a></td></tr></tbody></table>
-</details>
-<h2 id="risico">Risico</h2>
-<p>Door veranderingen in de data presteert het model niet meer zoals verwacht.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://open.overheid.nl/documenten/61b54381-d331-40ed-8fce-b2883b195f25/file">Onderzoekskader Auditdienst Rijk, DM.8</a></li>
-<li><a href="https://www.rekenkamer.nl/onderwerpen/algoritmes/documenten/publicaties/2024/05/15/het-toetsingskader-aan-de-slag">Toetsingskader Algoritmes Algemene Rekenkamer, 1.02, 1.08, 2.06, 2.08, 2.13</a> </li>
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-  <h1>Meten, monitoren en rapporteren van milieu-impact van algoritmes</h1>
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-<!-- Let op! onderstaande regel met 'tags' niet weghalen! Deze maakt automatisch de knopjes op basis van de metadata  -->
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">mon-05</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/duurzaamheid/">Duurzaamheid</a></span></span></p>
-<h2 id="maatregel">Maatregel</h2>
-<p>Inventariseer en monitor de milieu-impact van algoritmes (bijvoorbeeld door het doen van een impact-assessment), zowel tijdens <a href="../../../levenscyclus/ontwerp/">ontwerp</a> als bij het gebruik, en rapporteer deze om duurzame keuzes mogelijk te maken.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Tref bijvoorbeeld de volgende maatregelen, wanneer je de milieu-impact van algoritmes gaat inventariseren of monitoren:</p>
-<h3 id="digital-product-passports">Digital Product Passports</h3>
-<p>De milieu-impact van algoritmes kan worden gemeten en geoptimaliseerd door een <a href="https://coalitieduurzamedigitalisering.nl/nieuws/digital-product-passport-samen-aan-de-slag/">Digital Product Passport (DPP)</a> te overwegen.
-DPP's bieden een platform voor duurzame rapportage door middel van real-time informatie over onder andere CO₂-uitstoot, herkomst en energiegebruik, wat kan helpen om de ecologische voetafdruk van een algoritme transparant te maken.
-Door deze gegevens structureel te verzamelen en te delen, kunnen gebruikers en bedrijven inzicht krijgen in de duurzaamheidsprestaties.
-De milieu-impact van verschillende algoritmes/modellen kan een rol spelen bij het kiezen van een model in de ontwerpfase. Ook kan het ervoor zorgen dat je later kiest om een ander model te gebruiken, of het gebruik van een model of systeem zelfs te beëindigen.</p>
-<h3 id="milieu-impact-assessments">Milieu-impact assessments</h3>
-<p>Wanneer de milieu-impact (in bepaalde mate) inzichtelijk is, kan er een milieu-impact assessment worden gedaan. Ga na of je organisatie die een heeft of overweeg deze te ontwikkelen.</p>
-<h3 id="periodieke-monitoring">Periodieke monitoring</h3>
-<p>Probeer ook periodieke monitoringsrapporten op te stellen waarin de milieu-impact van algoritmes wordt bijgehouden.
-Hiermee vergroot je de duurzaamheid door <a href="../../../levenscyclus/monitoring-en-beheer/">tijdig verbeteringen te signaleren en door te voeren</a>. Hierbij kan ook een onderscheid worden gemaakt in de impact tijdens de trainingsfase van het algoritme en de gebruiksfase. </p>
-<h2 id="bijbehorende-vereisten">Bijbehorende vereiste(n)</h2>
-<details class="expander">
-<summary>Bekijk alle vereisten</summary>
-<p>Geen vereisten beschikbaar voor deze maatregel.</p>
-</details>
-<h2 id="risico">Risico</h2>
-<p>Wanneer in de ontwerpfase niet wordt nagedacht over milieu-impact kan onbewust voor een algoritme of model worden gekozen dat meer energie verbruikt (en wellicht hogere kosten met zich mee brengt) dan een model dat misschien even goed presteert voor het <a href="../1-pba-02-formuleren-doelstelling/">gekozen doel</a>.
-Zonder structurele monitoring van de milieu-impact kan de organisatie onbewust bijdragen aan een hoge CO₂-uitstoot en hoge energieverbruikskosten.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://coalitieduurzamedigitalisering.nl/nieuws/digital-product-passport-samen-aan-de-slag/">Coalitie Duurzame Digitalisering - Digital Product Passport</a></li>
-<li><a href="https://open.overheid.nl/documenten/61b54381-d331-40ed-8fce-b2883b195f25/file">Onderzoekskader Algoritmes Auditdienst Rijk - DM.24</a></li>
-<li><a href="https://digital-strategy.ec.europa.eu/nl/library/ethics-guidelines-trustworthy-ai">Ethische richtsnoeren voor betrouwbare KI, Hoofdstuk II 1.6: Maatschappelijk en milieuwelzijn</a></li>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/images/MITRE_Maturity-Model-Overview_0.png b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/images/MITRE_Maturity-Model-Overview_0.png
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/index.html
deleted file mode 100644
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-<h1 id="maatregelen">Maatregelen</h1>
-<p>Overzicht van aanbevolen maatregelen voor verantwoord gebruik van algoritmes en AI-systemen. Het zijn adviezen om te voldoen aan de vereisten voor overheden. Andere maatregelen zijn ook mogelijk.</p>
-<h2 id="alle-maatregelen-zijn-adviezen">Alle maatregelen zijn adviezen</h2>
-<p>De maatregelen zijn niet verplicht. Het zijn adviezen uit:</p>
-<ul>
-<li>Toetsingskader Algoritmes, Algemene Rekenkamer</li>
-<li>Onderzoekskader algoritmes, Auditdienst Rijk</li>
-<li>nationale en internationale standaarden (NEN, JTC21 en ISO)</li>
-<li>onze werkgroepen</li>
-</ul>
-<h3 id="voorbeeld">Voorbeeld</h3>
-<blockquote>
-<p>Onderzoek het ontwikkelde algoritme op onbewuste vooringenomenheid (discriminatie) door middel van een bias-analyse.</p>
-</blockquote>
-<p>Deze maatregel helpt om te voldoen aan de vereiste om niet te discrimineren. Maar deze maatregel is niet verplicht. Je organisatie mag ook eigen maatregelen nemen. Zolang je uiteindelijk maar voldoet aan de vereiste.</p>
-<div class="admonition tip">
-<p class="admonition-title">Tip</p>
-<p><strong>Aantal maatregelen verschilt per situatie</strong></p>
-<p>Welke maatregelen handig zijn in jouw situatie, hangt af van:</p>
-<ul>
-<li>de <a href="https://minbzk.github.io/Algoritmekader/levenscyclus/">fase in de levenscyclus</a> van je project</li>
-<li>de <a href="https://minbzk.github.io/Algoritmekader/vereisten/">vereisten</a> waar jouw organisatie aan moet voldoen</li>
-<li>jouw <a href="https://minbzk.github.io/Algoritmekader/rollen/">rol</a> in de organisatie</li>
-</ul>
-</div>
-<div class="admonition tip">
-<p class="admonition-title">Tip</p>
-<p>Met één maatregel voldoe je soms aan meerdere vereisten.</p>
-</div>
-<h2 id="overzicht-maatregelen">Overzicht maatregelen</h2>
-<div class="filter-container"><div class="filter-item filter-item--search"><label for="filterInput">Zoeken</label><input type="text" id="filterInput" class="filter-item__input" onkeyup="filterTable()" placeholder="Zoek op maatregelen"></div><div class="filter-item filter-item--roles"><label for="filterSelect">Rollen</label><select id="filterSelect" class="js-example-basic-multiple filter-item__select" name="states[]" multiple="multiple" data-placeholder="Selecteer rollen"><option value="beleid-en-advies">beleid-en-advies</option><option value="jurist">jurist</option><option value="ontwikkelaar">ontwikkelaar</option><option value="projectleider">projectleider</option></select></div><div class="filter-item filter-item--levenscyclus"><label for="filterLevenscyclusSelect">Levenscyclus</label><select id="filterLevenscyclusSelect" class="js-example-basic-multiple filter-item__select" name="states[]" multiple="multiple" data-placeholder="Selecteer fases"><option value="dataverkenning-en-datapreparatie">dataverkenning-en-datapreparatie</option><option value="implementatie">implementatie</option><option value="monitoring-en-beheer">monitoring-en-beheer</option><option value="ontwerp">ontwerp</option><option value="ontwikkelen">ontwikkelen</option><option value="organisatieverantwoordelijkheden">organisatieverantwoordelijkheden</option><option value="probleemanalyse">probleemanalyse</option><option value="verificatie-en-validatie">verificatie-en-validatie</option></select></div><div class="filter-item filter-item--onderwerp"><label for="filterOnderwerpSelect">Onderwerpen</label><select id="filterOnderwerpSelect" class="js-example-basic-multiple filter-item__select" name="subjects[]" multiple="multiple" data-placeholder="Selecteer onderwerpen"><option value="bias-en-non-discriminatie">bias-en-non-discriminatie</option><option value="data">data</option><option value="duurzaamheid">duurzaamheid</option><option value="fundamentele-rechten">fundamentele-rechten</option><option value="governance">governance</option><option value="menselijke-controle">menselijke-controle</option><option value="privacy-en-gegevensbescherming">privacy-en-gegevensbescherming</option><option value="publieke-inkoop">publieke-inkoop</option><option value="technische-robuustheid-en-veiligheid">technische-robuustheid-en-veiligheid</option><option value="transparantie">transparantie</option></select></div></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th><th role="columnheader">Rollen</th><th role="columnheader">Levenscyclus</th><th role="columnheader">Onderwerpen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/index.html">org-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/index.html">Bepaal of er genoeg experts beschikbaar zijn</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
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-                beleid-en-advies
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-        </a>
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-                organisatieverantwoordelijkheden
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-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
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-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/index.html">org-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-02-beleid_opstellen_inzet_algoritmes/index.html">Stel beleid op voor een verantwoorde inzet van algoritmes binnen de organisatie.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
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-            </span>
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-                organisatieverantwoordelijkheden
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                transparantie
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/index.html">org-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/index.html">Maak een plan voor het omgaan met risico’s</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
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-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
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-                organisatieverantwoordelijkheden
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
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-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/index.html">org-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-04-politiek-bestuurlijke-verantwoordelijkheid/index.html">Zorg voor politiek-bestuurlijk bewustzijn, betrokkenheid, en verantwoordelijkheid.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
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-                projectleider
-            </span>
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-    
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-                beleid-en-advies
-            </span>
-        </a>
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-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                transparantie
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/index.html">org-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-05-bestaande-governance/index.html">Sluit algoritmegovernance aan op bestaande governancestructuren binnen de organisatie.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                organisatieverantwoordelijkheden
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/index.html">org-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-06-volwassenheidsmodel/index.html">Gebruik een algoritme volwassenheidsmodel om te weten waar de organisatie staat</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                organisatieverantwoordelijkheden
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-07-intern-toezicht/index.html">org-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-07-intern-toezicht/index.html">Richt een algoritmegovernance in met three lines of defence</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                organisatieverantwoordelijkheden
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/index.html">org-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-08-beslismoment-levenscyclus/index.html">Maak gebruik van beslismomenten  in de algoritmelevenscyclus</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                organisatieverantwoordelijkheden
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/index.html">org-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-09-governance-per-risicocategorie/index.html">Richt algoritmegovernance op basis van de risicoclassificatie van algoritmes.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                organisatieverantwoordelijkheden
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/index.html">org-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-10-inrichten-taken-en-verantwoordelijkheden-algoritmegovernance/index.html">Taken en verantwoordelijkheden zijn toebedeeld in de algoritmegovernance</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                organisatieverantwoordelijkheden
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/index.html">org-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/index.html">Maak afspraken over het beheer van gebruikers</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                organisatieverantwoordelijkheden
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                technische-robuustheid-en-veiligheid
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html">org-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html">Controleer en verbeter regelmatig de kwaliteit van het algoritme</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                organisatieverantwoordelijkheden
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/menselijke-controle" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                menselijke-controle
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/index.html">org-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/index.html">Maak afspraken over het beheer van wachtwoorden</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                organisatieverantwoordelijkheden
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                technische-robuustheid-en-veiligheid
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/index.html">org-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/index.html">Maak afspraken over het wijzigen van de code</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                organisatieverantwoordelijkheden
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                technische-robuustheid-en-veiligheid
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/index.html">imp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/index.html">Stel een protocol vast voor de situatie dat er (een vermoeden van) discriminatie door een algoritme is geconstateerd en pas dit wanneer nodig toe.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                organisatieverantwoordelijkheden
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                implementatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/bias-en-non-discriminatie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                bias-en-non-discriminatie
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/index.html">pba-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-01-formuleren-probleemdefinitie/index.html">Beschrijf het probleem dat het algoritme moet oplossen</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/probleemanalyse" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                probleemanalyse
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                transparantie
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/index.html">pba-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-02-formuleren-doelstelling/index.html">Beschrijf het doel van het algoritme</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/probleemanalyse" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                probleemanalyse
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                transparantie
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/index.html">pba-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/index.html">Beschrijf waarom een algoritme het probleem moet oplossen</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/probleemanalyse" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                probleemanalyse
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/menselijke-controle" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                menselijke-controle
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/index.html">pba-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-04-betrek-belanghebbenden/index.html">Overleg regelmatig met belanghebbenden</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/probleemanalyse" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                probleemanalyse
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                implementatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/fundamentele-rechten" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                fundamentele-rechten
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/index.html">pba-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/index.html">Beschrijf de wettelijke grondslag voor de inzet van het algoritme</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                jurist
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/probleemanalyse" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                probleemanalyse
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                transparantie
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/index.html">owp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/index.html">Beschrijf de rollen en verantwoordelijkheden voor het ontwikkelen en gebruiken van algoritmes</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                implementatie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/index.html">owp-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/index.html">Voer voorafgaand aan een project een data beschikbaarheid, kwaliteit- en toegankelijkheidsanalayse uit.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                publieke-inkoop
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/data" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                data
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">owp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">Beschrijf voor welk doel het algoritme persoonsgegevens gebruikt en waarom dit mag</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                jurist
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                dataverkenning-en-datapreparatie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/verificatie-en-validatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                verificatie-en-validatie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                implementatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                privacy-en-gegevensbescherming
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/index.html">owp-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/index.html">Beschrijf welke techniek gebruikt wordt voor de beoogde toepassing</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                technische-robuustheid-en-veiligheid
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html">owp-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html">Bepaal het soort algoritme en de risicogroep en vereisten die hierbij horen</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                publieke-inkoop
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">owp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">Inventariseer welke grondrechten het algoritme kan schenden en maak een belangenafweging</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/probleemanalyse" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                probleemanalyse
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/verificatie-en-validatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                verificatie-en-validatie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/fundamentele-rechten" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                fundamentele-rechten
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/index.html">owp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/index.html">Maak een lijst van de meest kwetsbare groepen en bescherm hen extra</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/fundamentele-rechten" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                fundamentele-rechten
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html">owp-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html">Bepaal welke documenten voor hoe lang gearchiveerd moeten worden</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                jurist
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                transparantie
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">owp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">Een model-verwerkersovereenkomst is onderdeel van de aanbesteding als persoonsgegevens worden verwerkt</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                publieke-inkoop
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                privacy-en-gegevensbescherming
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/index.html">owp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-multidisciplinair-inkoopteam/index.html">Stel een multidisciplinair team samen bij het ontwikkelen of inkopen van algoritmes.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                publieke-inkoop
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">owp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">Maak een Project Startarchitectuur (PSA) voor de ontwikkeling of inkoop van algoritmes</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/verificatie-en-validatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                verificatie-en-validatie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                implementatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                technische-robuustheid-en-veiligheid
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/index.html">owp-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-duurzaam-inkopen/index.html">Koop duurzaam algoritmes in</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                publieke-inkoop
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/duurzaamheid" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                duurzaamheid
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/index.html">owp-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/index.html">Beschrijf welke data gebruikt wordt voor de beoogde toepassing</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                dataverkenning-en-datapreparatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/data" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                data
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                publieke-inkoop
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-eenvoudigere-algoritmes/index.html">Ontwerp algoritmes zo eenvoudig mogelijk</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/duurzaamheid" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                duurzaamheid
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
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-            </span>
-            <span class="mdx-badge__text">
-                publieke-inkoop
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-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
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-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                transparantie
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-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">owp-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">Maak het opstellen van een verwerkersovereenkomst onderdeel van de aanbesteding als persoonsgegevens worden verwerkt.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
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-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
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-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
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-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
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-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
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-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
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-            </span>
-            <span class="mdx-badge__text">
-                publieke-inkoop
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
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-            <span class="mdx-badge__text">
-                privacy-en-gegevensbescherming
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/index.html">owp-15</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/index.html">Maak het leveren van bewijs voor het voldoen aan de vereisten voor algoritmes onderdeel van de beoordeling van een inschrijving.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
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-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                publieke-inkoop
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/index.html">owp-16</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/index.html">Laat aanbieder(s) bewijs leveren dat de door hen ontwikkelde algoritmes geen inbreuk maken op de auteursrechten van derden met de trainingsdata en de output.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
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-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                dataverkenning-en-datapreparatie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/verificatie-en-validatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                verificatie-en-validatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                publieke-inkoop
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/data" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                data
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/index.html">owp-17</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/index.html">Aansprakelijkheidsvoorwaarden van een aanbieder worden beoordeeld in de aanbesteding</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                jurist
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                implementatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                publieke-inkoop
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
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-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
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-                projectleider
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-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
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-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
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-        </a>
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-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
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-                ontwikkelen
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-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
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-            </span>
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-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/index.html">owp-20</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-20-vaststellen-aanleveren-informatie-technische-documentatie/index.html">Vul technische documentatie van aanbieder aan met relevante informatie vanuit de gebruiksverantwoordelijke.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
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-            </span>
-            <span class="mdx-badge__text">
-                projectleider
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-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
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-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
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-                beleid-en-advies
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
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-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
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-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
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-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
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-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
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-                publieke-inkoop
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                transparantie
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
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-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
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-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
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-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
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-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
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-                publieke-inkoop
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-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/index.html">owp-22</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/index.html">Bepaal in een aanbesteding of algoritmes van een aanbieder bepalende invloed hebben in een besluit richting personen</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
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-            </span>
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-                projectleider
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-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
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-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
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-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
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-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
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-                publieke-inkoop
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                transparantie
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/index.html">owp-23</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/index.html">Laat de aanbieder aangeven welke mate van opleiding en ondersteuning bij de implementatie nodig is om de beoogde algoritmes verantwoord te gebruiken.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
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-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
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-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
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-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                publieke-inkoop
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/index.html">owp-24</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/index.html">Voer een risico-analyse met de aanbieder uit op het gebied van informatiebeveiliging bij een uitbestedingstraject</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                technische-robuustheid-en-veiligheid
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                publieke-inkoop
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                publieke-inkoop
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">owp-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">Maak vereisten voor algoritmes onderdeel van de Service Level Agreement</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                publieke-inkoop
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/index.html">owp-27</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/index.html">Maak (contractuele) afspraken over data en artefacten met een aanbieder</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                jurist
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                implementatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                publieke-inkoop
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">owp-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                organisatieverantwoordelijkheden
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/index.html">pba-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-29-informeer_betrokkenen/index.html">Stel vast welke betrokkenen geïnformeerd moeten worden en welke informatie zij nodig hebben.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                transparantie
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html">owp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html">Pas uitlegbaarheidstechnieken toe en evalueer en valideer deze.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                transparantie
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">imp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">Maak gebruik van een algoritme dat bronvermelding kan genereren bij de output.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/verificatie-en-validatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                verificatie-en-validatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                transparantie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                publieke-inkoop
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">org-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">Pas vastgestelde beleidskaders toe</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                organisatieverantwoordelijkheden
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                transparantie
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/index.html">dat-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/index.html">Controleer de datakwaliteit</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                dataverkenning-en-datapreparatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/data" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                data
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/index.html">dat-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-02-fair-data/index.html">Maak waardevolle data vindbaar, toegankelijk, interoperabel en herbruikbaar (FAIR) binnen en buiten de eigen organisatie.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                dataverkenning-en-datapreparatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/data" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                data
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">dat-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">Geef data zoals persoonsgegevens een bewaartermijn met een vernietigingsprocedure</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                jurist
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
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-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                technische-robuustheid-en-veiligheid
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                privacy-en-gegevensbescherming
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/index.html">dat-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/index.html">Bescherm persoonsgegevens door data te anonimiseren, pseudonimiseren of te aggregeren</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
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-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                jurist
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                dataverkenning-en-datapreparatie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                privacy-en-gegevensbescherming
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/index.html">dat-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/index.html">Controleer de auteursrechten van eigen data</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                jurist
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                dataverkenning-en-datapreparatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/data" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                data
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">dat-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-duurzame-datacenters/index.html">Gebruik duurzame datacenters</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                dataverkenning-en-datapreparatie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                implementatie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/duurzaamheid" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                duurzaamheid
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html">dat-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html">Gebruik bij machine learning technieken gescheiden train-, test- en validatiedata en houdt rekening met underfitting en overfitting.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                dataverkenning-en-datapreparatie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/data" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                data
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                technische-robuustheid-en-veiligheid
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/bias-en-non-discriminatie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                bias-en-non-discriminatie
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html">dat-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html">Zorg dat je controle of eigenaarschap hebt over de data</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                dataverkenning-en-datapreparatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/data" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                data
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                publieke-inkoop
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/index.html">dat-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-09-dataminimalisatie/index.html">Beperk de omvang van datasets voor energie-efficiëntie</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                dataverkenning-en-datapreparatie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/data" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                data
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/duurzaamheid" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                duurzaamheid
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/index.html">owk-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/index.html">Ontwerp en ontwikkel het algoritme volgens de principes van ‘security by design’</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                technische-robuustheid-en-veiligheid
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">owk-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">Maak een noodplan voor het stoppen van het algoritme</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                implementatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/menselijke-controle" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                menselijke-controle
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html">owk-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html">Analyseer de privacy-risico’s en neem maatregelen om deze risico’s laag te houden</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                jurist
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                privacy-en-gegevensbescherming
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/index.html">owk-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/index.html">Maak logbestanden waarin staat wie wanneer toegang had tot de data en de code</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                technische-robuustheid-en-veiligheid
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-05-energiezuinige-programmeermethoden/index.html">owk-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-05-energiezuinige-programmeermethoden/index.html">Kies energiezuinige programmeermethoden</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/duurzaamheid" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                duurzaamheid
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/index.html">owk-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-06-optimaliseer-AI-training/index.html">Optimaliseer AI-trainingsprocessen voor energie-efficiëntie</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/duurzaamheid" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                duurzaamheid
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html">Controleer regelmatig of het algoritme werkt zoals het bedoeld is</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/verificatie-en-validatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                verificatie-en-validatie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                technische-robuustheid-en-veiligheid
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/bias-en-non-discriminatie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                bias-en-non-discriminatie
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">Toets het algoritme op bias</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                jurist
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/verificatie-en-validatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                verificatie-en-validatie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/bias-en-non-discriminatie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                bias-en-non-discriminatie
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html">ver-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html">Controleer regelmatig of het algoritme voldoet aan alle wetten en regels en het eigen beleid</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                jurist
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/verificatie-en-validatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                verificatie-en-validatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                transparantie
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/index.html">imp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/index.html">Stel een werkinstructie op voor gebruikers.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                implementatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/menselijke-controle" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                menselijke-controle
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                transparantie
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">imp-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">Doe aselecte steekproeven om algoritmes met 'risicogestuurde selectie’ te controleren</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                dataverkenning-en-datapreparatie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                implementatie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/bias-en-non-discriminatie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                bias-en-non-discriminatie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                technische-robuustheid-en-veiligheid
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">imp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">Richt de juiste menselijke controle in van het algoritme</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                implementatie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/menselijke-controle" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                menselijke-controle
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html">imp-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html">Publiceer impactvolle algoritmes en hoog-risico-AI-systemen in het Algoritmeregister</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                implementatie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                transparantie
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">imp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">Spreek af hoe de organisatie omgaat met privacy-verzoeken</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                jurist
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                organisatieverantwoordelijkheden
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                privacy-en-gegevensbescherming
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/data" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                data
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html">imp-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html">Spreek af hoe medewerkers omgaan met het algoritme.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                implementatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/menselijke-controle" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                menselijke-controle
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/index.html">imp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/index.html">Vermeld het gebruik van persoonsgegevens in een privacyverklaring</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                jurist
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                implementatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                privacy-en-gegevensbescherming
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                transparantie
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/index.html">imp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/index.html">Richt een proces in zodat burgers of andere belanghebbenden een klacht, bezwaar of beroep kunnen indienen over het gebruik van het algoritme en monitor dit proces.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                implementatie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/index.html">imp-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/index.html">Vermeld het gebruik van persoonsgegevens in het verwerkingsregister</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                jurist
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                implementatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                transparantie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                privacy-en-gegevensbescherming
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">imp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">Maak een openbaar besluit over de inzet van het algoritme</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                organisatieverantwoordelijkheden
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                implementatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                transparantie
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/index.html">mon-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/index.html">Maak back-ups van algoritmes</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                technische-robuustheid-en-veiligheid
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">mon-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">Beveilig de software</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                dataverkenning-en-datapreparatie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                technische-robuustheid-en-veiligheid
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">mon-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">Maak een noodplan voor beveiligingsincidenten</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                jurist
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                organisatieverantwoordelijkheden
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/index.html
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/menselijke-controle/">Menselijke controle</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Personeel en gebruikers zijn voldoende AI-geletterd.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Aanbieders en gebruiksverantwoordelijken van AI-systemen nemen maatregelen om, zoveel als mogelijk, te zorgen voor een toereikend niveau van <abbr title="vaardigheden, kennis en begrip die aanbieders, gebruiksverantwoordelijken en betrokken personen, rekening houdend met hun respectieve rechten en plichten in het kader van de de AI-verordening, in staat stellen met kennis van zaken AI-systemen in te zetten en zich bewuster te worden van de kansen en risico’s van AI en de mogelijke schade die zij kan veroorzaken">AI-geletterdheid</abbr> bij hun personeel en andere personen die namens hen AI-systemen exploiteren en gebruiken.</p>
-<p>Zij houden daarbij rekening met hun technische kennis, ervaring, onderwijs en opleiding en de context waarin de AI-systemen zullen worden gebruikt, evenals met de personen of groepen personen ten aanzien van wie de AI-systemen zullen worden gebruikt.</p>
-<p>De AI-kennisplicht betekent bijvoorbeeld dat een HR-medewerker moet begrijpen dat een AI-systeem vooroordelen kan bevatten of essentiële informatie kan negeren, waardoor een sollicitant onterecht wel of juist niet wordt voorgedragen. En een baliemedewerker bij een gemeente die een AI-systemen gebruikt om de burgers te helpen, moet beseffen dat deze systemen vaak niet even goed werken voor iedereen. En dat diegene de uitkomsten van dit soort AI-systemen niet blindelings kan volgen.  </p>
-<p>Het doel is om een adequaat niveau van begrip en vaardigheden te waarborgen, wat bijdraagt aan een verantwoord gebruik van AI en het minimaliseren van risico's.</p>
-<p>Vanaf februari 2025 treedt deze vereiste in werking. </p>
-<h2 id="bronnen">Bronnen</h2>
-<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e2799-1-1">Artikel 4 Verordening Artificiële Intelligentie</a></p>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-model voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/#risicogroepen-ai-systemen" title="Risicogroep"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 14h-2V9h2m0 9h-2v-2h2M1 21h22L12 2z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/#risicogroepen-ai-systemen">hoog risico AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/#risicogroepen-ai-systemen" title="Risicogroep"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 14h-2V9h2m0 9h-2v-2h2M1 21h22L12 2z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/#risicogroepen-ai-systemen">verboden AI</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/#risicogroepen-ai-systemen" title="Risicogroep"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 14h-2V9h2m0 9h-2v-2h2M1 21h22L12 2z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/#risicogroepen-ai-systemen">geen hoog risico AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Gebruiksverantwoordelijke</a></span></span></p>
-<h2 id="risico">Risico</h2>
-<p>Onvoldoende <abbr title="vaardigheden, kennis en begrip die aanbieders, gebruiksverantwoordelijken en betrokken personen, rekening houdend met hun respectieve rechten en plichten in het kader van de de AI-verordening, in staat stellen met kennis van zaken AI-systemen in te zetten en zich bewuster te worden van de kansen en risico’s van AI en de mogelijke schade die zij kan veroorzaken">AI-geletterdheid</abbr> kan leiden tot misbruik of onjuist gebruik van AI-systemen en tot situaties waarin AI-systemen verkeerd worden ingezet, onbedoeld gebruikt worden voor taken waar ze niet geschikt voor zijn, of dat de veiligheid en effectiviteit van de systemen in het gedrang komt.</p>
-<p>Dit kan leiden tot inefficiëntie, fouten, en mogelijk schade aan organisaties, gebruikers of betrokkenen.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/index.html">owp-23</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-23-kennisoverdracht-en-ondersteuning-aanbieder/index.html">Laat de aanbieder aangeven welke mate van opleiding en ondersteuning bij de implementatie nodig is om de beoogde algoritmes verantwoord te gebruiken.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">owp-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">Maak vereisten voor algoritmes onderdeel van de Service Level Agreement</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/index.html">imp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/index.html">Stel een werkinstructie op voor gebruikers.</a></td></tr></tbody></table>
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-  <h1>Verboden AI-systemen mogen niet worden gebruikt.</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/probleemanalyse/">Probleemanalyse</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Verboden AI-systemen mogen niet worden gebruikt.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Afgezien van de vele nuttige toepassingen van AI kan zij ook worden misbruikt en nieuwe en krachtige instrumenten voor manipulatie, uitbuiting en sociale controle opleveren. 
-Dergelijke praktijken zijn bijzonder schadelijk en abusief en moeten worden verboden omdat zij in strijd zijn met de waarden van de Unie, namelijk eerbied voor de menselijke waardigheid, vrijheid, gelijkheid, democratie en de rechtsstaat, en met de grondrechten van de Unie die zijn vastgelegd in het Handvest, waaronder het recht op non-discriminatie, gegevensbescherming en privacy, en de rechten van het kind.</p>
-<p>In de volgende gevallen gaat het om een verboden toepassing op grond van de AI-Verordening:
-- gebruik kan gaan maken van subliminale technieken om mensen onbewust of bewust kunnen manipuleren, waardoor ze beslissingen nemen die ze anders niet zouden hebben genomen?
-- gebruik kan gaan maken van kwetsbaarheden van individuen of specifieke groepen, zoals leeftijd, handicaps of sociale/economische omstandigheden, om het gedrag van die personen aanzienlijk te verstoren, wat kan leiden tot aanzienlijke schade bij henzelf of anderen?
-- gebruikt kan worden om natuurlijke personen of groepen gedurende een periode te evalueren of te classificeren op basis van hun sociale gedrag of afgeleide persoonlijke kenmerken?
-- gebruikt kan worden voor risicobeoordelingen van natuurlijke personen om het risico op crimineel gedrag te voorspellen, gebaseerd op profilering of persoonlijkheidskenmerken? (Dit geldt niet voor AI-systemen die worden gebruikt om menselijke beoordelingen te ondersteunen, gebaseerd op objectieve en verifieerbare feiten die rechtstreeks verband houden met criminele activiteiten)
-- gebruikt kan worden om databanken voor gezichtsherkenning aan te leggen of aan te vullen door willekeurige gezichtsafbeeldingen van internet of CCTV-beelden te scrapen?
-- gebruikt kan worden om emoties van een persoon op de werkplek of in het onderwijs af te leiden? (Dit is niet van toepassing als het gebruik van het AI-systeem is bedoeld voor medische- of veiligheidsdoeleinden)
-- gebruikt kan worden om natuurlijke personen individueel in categorieën in te delen op basis van <abbr title="persoonsgegevens die het resultaat zijn van een specifieke technische verwerking met betrekking tot de fysieke, fysiologische of gedragsgerelateerde kenmerken van een natuurlijk persoon, zoals gezichtsafbeeldingen of vingerafdrukgegevens">biometrische gegevens</abbr> om ras, politieke opvattingen, lidmaatschap van een vakbond, religieuze of levensbeschouwelijke overtuigingen, seksleven of seksuele geaardheid af te leiden? (Dit verbod geldt niet voor het labelen of filteren van rechtmatig verkregen biometrische datasets, zoals afbeeldingen, op basis van <abbr title="persoonsgegevens die het resultaat zijn van een specifieke technische verwerking met betrekking tot de fysieke, fysiologische of gedragsgerelateerde kenmerken van een natuurlijk persoon, zoals gezichtsafbeeldingen of vingerafdrukgegevens">biometrische gegevens</abbr>, of voor categorisering van <abbr title="persoonsgegevens die het resultaat zijn van een specifieke technische verwerking met betrekking tot de fysieke, fysiologische of gedragsgerelateerde kenmerken van een natuurlijk persoon, zoals gezichtsafbeeldingen of vingerafdrukgegevens">biometrische gegevens</abbr> op het gebied van rechtshandhaving)
-- gebruikt kan worden als een biometrisch systeem in de publieke ruimte voor identificatie op afstand in real-time, met het oog op de rechtshandhaving?</p>
-<p>Er zijn een tweetal uitzonderingen voor het inzetten van verbonden AI-systemen. Deze zijn:
-- Er is sprake van een rechtshandhavingsactiviteit i.v.m. een specifiek misdrijf (terrorisme, mensenhandel, seksuele uitbuiting van kinderen en materiaal over seksueel misbruik van kinderen, illegale handel in verdovende middelen en psychotrope stoffen, illegale handel in wapens, munitie en explosieven, moord, zware mishandeling, illegale handel in menselijke organen en weefsels, illegale handel in nucleaire en radioactieve stoffen, ontvoering, wederrechtelijke vrijheidsberoving en gijzeling, misdrijven die onder de rechtsmacht van het Internationaal Strafhof vallen, kaping van vliegtuigen/schepen, verkrachting, milieucriminaliteit, georganiseerde of gewapende diefstal, sabotage, deelneming aan een criminele organisatie die betrokken is bij een of meer van de bovengenoemde misdrijven).
-- Er is sprake van gerichte opsporing van specifieke slachtoffers, ontvoering, mensenhandel en seksuele uitbuiting van mensen, vermiste personen; of het voorkomen van bedreigingen voor het leven of de fysieke veiligheid van personen of het reageren op de huidige of voorzienbare dreiging van een terreuraanslag.</p>
-<p>Bepaal in een vroege fase en bij het <a href="1-pba-03-onderbouwen-gebruik-algoritme.md">onderbouwen van het gebruik van een AI-systeem</a> of de beoogde toepassing is toegestaan. </p>
-<h2 id="bronnen">Bronnen</h2>
-<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e2799-1-1">Artikel 5 Verordening Artificiële Intelligentie</a>.</p>
-<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e2799-1-1">Overweging 29 - 44 AI-Verordening</a>.</p>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/#risicogroepen-ai-systemen" title="Risicogroep"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 14h-2V9h2m0 9h-2v-2h2M1 21h22L12 2z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/#risicogroepen-ai-systemen">verboden AI</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Gebruiksverantwoordelijke</a></span></span></p>
-<h2 id="risico">Risico</h2>
-<p>Er ontstaat een onrechtmatige situatie voor een organisatie als deze AI inzet, die verboden is. </p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/index.html">pba-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-03-onderbouwen-gebruik-algoritme/index.html">Beschrijf waarom een algoritme het probleem moet oplossen</a></td></tr></tbody></table>
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-  <h1>Beoordeling als niet 'hoog-risico-AI-systeem' is gedocumenteerd.</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-02</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Beoordeling als niet 'hoog-risico-AI-systeem' is gedocumenteerd.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> die van mening is dat er geen sprake is van een in bijlage III bedoeld AI-systeem, documenteert zijn beoordeling voordat dat systeem in de handel wordt gebracht of in gebruik wordt gesteld. </p>
-<p>Die <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> is onderworpen aan de registratieverplichting van artikel 49, lid 2 AI-verordening. Op verzoek van de nationale bevoegde autoriteiten verstrekt de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> de documentatie van de beoordeling.</p>
-<p>De <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> of in voorkomend geval de gemachtigd registreert zichzelf en het betreffende AI-systeem in de EU-databank (artikel 71 AI-verordening).</p>
-<p>AI-systemen met een hoog risico als bedoeld in punt 2 van bijlage III (<abbr title="kritieke infrastructuur zoals gedefinieerd in artikel 2, punt 4, van Richtlijn (EU) 2022/2557">kritieke infrastructuur</abbr>) worden op nationaal niveau geregistreerd.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e2986-1-1">Artikel 6(4) Verordening Artificiële Intelligentie</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e5358-1-1">Artikel 49(2) Verordening Artificiële Intelligentie</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e7019-1-1">Artikel 71 Verordening Artificiële Intelligentie</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e38-127-1">Bijlage III Verordening Artificiële Intelligentie</a></li>
-</ul>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
-<h2 id="risico">Risico</h2>
-<p>Gebrek aan transparantie en verantwoording bij risicobeoordeling kan leiden tot onrechtmatig in de markt brengen en onrechtmatig gebruik van (risicovolle) AI-systemen.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr></tbody></table>
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-  <h1>Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-03</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Voor AI-systemen met een hoog risico wordt een systeem voor risicobeheer vastgesteld, uitgevoerd, gedocumenteerd en in stand gehouden.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Het systeem voor risicobeheer moet bestaan uit een gepland iteratief proces, dat tijdens de <a href="levenscyclus/index.md">gehele levensduur</a> van een hoog-risico AI-systeem wordt doorlopen. Een organisatie moet ervoor zorgen dat een risicobeheersysteem wordt ingericht in de organisatie. </p>
-<p>Het risicobeheersysteem moet gericht zijn op het vaststellen en beperken van de relevante risico’s van AI-systemen voor de gezondheid, veiligheid en grondrechten met passende maatregelen. </p>
-<p>Het systeem voor risicobeheer moet periodiek worden geëvalueerd en geactualiseerd om de blijvende doeltreffendheid ervan te waarborgen, alsook de motivering en de documentatie van eventuele significante besluiten en maatregelen die op grond van de AI-verordening zijn genomen.</p>
-<p>Dit proces moet ervoor zorgen dat de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> de risico’s of negatieve effecten vaststelt en risicobeperkende maatregelen uitvoert voor de bekende en de redelijkerwijs te voorziene risico’s van AI-systemen voor de gezondheid, veiligheid en grondrechten.</p>
-<p>Hierin moeten ook maatregelen zitten voor <abbr title="Het gebruik van een AI-systeem op een wijze die niet in overeenstemming is met het beoogde doel, maar die kan voortvloeien uit redelijkerwijs te voorzien menselijk gedrag of redelijkerwijs te voorziene interactie met andere systemen, waaronder andere AI-systemen">redelijkerwijs te voorzien misbruik</abbr>, met inbegrip van de mogelijke risico’s die voortvloeien uit de wisselwerking tussen het AI-systeem en de omgeving waarin het werkt. De <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> moet aandacht hebben voor het gebruik van AI-systemen waarvan, hoewel zij niet rechtstreeks onder het beoogde doel vallen en niet in de <abbr title="de door de aanbieder verstrekte informatie om de gebruiksverantwoordelijke te informeren over met name het beoogde doel en juiste gebruik van een AI-systeem">gebruiksinstructies</abbr> worden vermeld, mag worden verwacht dat zij kunnen voortvloeien uit gemakkelijk voorspelbaar menselijk gedrag.</p>
-<p>Bij het vaststellen van passende risicobeheersmaatregelen moet de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> de gemaakte keuzes hebben gedocumenteerd en voorzien van een toelichting en, in voorkomend geval, deskundigen en externe belanghebbenden hierbij betrekken.</p>
-<h2 id="bronnen">Bronnen</h2>
-<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3241-1-1">Artikel 9(1) Verordening Artificiële Intelligentie</a></p>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
-<h2 id="risico">Risico</h2>
-<p>Het ontbreken van risicobeheer kan leiden tot schade aan gebruikers of derden en wettelijke aansprakelijkheid voor de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/index.html">org-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-03-toepassen_risicobeheer/index.html">Maak een plan voor het omgaan met risico’s</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">owp-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">Maak vereisten voor algoritmes onderdeel van de Service Level Agreement</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">owp-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">org-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">Pas vastgestelde beleidskaders toe</a></td></tr></tbody></table>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/index.html
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-  <h1>Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen.</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-04</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/fundamentele-rechten/">Fundamentele rechten</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/bias-en-non-discriminatie/">Bias en non discriminatie</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Bij het doorlopen, het periodieke systematische toetsen en actualiseren van het risicosysteem nemen aanbieders in overweging of het beoogde doel van het AI-systeem negatieve effecten zal hebben op personen jonger dan 18 jaar of andere kwetsbare groepen.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Bij de uitvoering van het in de leden 1 tot en met 7 van art. 9 AI-Verordening bedoelde systeem voor risicobeheer houden aanbieders rekening met de vraag of het beoogde doel van het AI-systeem met een hoog risico waarschijnlijk negatieve gevolgen zal hebben voor personen jonger dan 18 jaar en, in voorkomend geval, voor andere groepen kwetsbare personen.</p>
-<p>Er moet een grondige risicoanalyse plaatsvinden en worden vertaald naar mitigerende maatregelen om het risico te elimineren of te mitigeren.</p>
-<h2 id="bronnen">Bronnen</h2>
-<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3241-1-1">Artikel 9(9) Verordening Artificiële Intelligentie</a></p>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
-<h2 id="risico">Risico</h2>
-<p>Niet adequaat adresseren van risico's voor jongeren en kwetsbare groepen kan leiden tot ernstige ethische en maatschappelijke schade.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/index.html">owp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/index.html">Maak een lijst van de meest kwetsbare groepen en bescherm hen extra</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr></tbody></table>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/index.html
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-  <h1>Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-05</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/data/">Data</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>AI-systemen met een hoog risico die technieken gebruiken die het trainen van AI-modellen met data omvatten, worden ontwikkeld op basis van datasets voor training, validatie en tests die voldoen aan de kwaliteitscriteria telkens wanneer dergelijke datasets worden gebruikt.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>AI-systemen met een hoog risico die data gebruiken voor het trainen van AI-modellen, moeten gebaseerd zijn op datasets die voldoen aan specifieke <a href="3-dat-01-datakwaliteit.md">kwaliteitscriteria</a>. </p>
-<p>Deze criteria zorgen ervoor dat de data geschikt zijn voor <a href="3-dat-07-training-validatie-en-testdata.md">training, validatie en tests</a>, wat de betrouwbaarheid en nauwkeurigheid van het AI-systeem waarborgt. De kwaliteitscriteria zijn te vinden in leden 2 t/m 5 van artikel 10 van de AI-verordening. Bijvoorbeeld datasets moeten aan praktijken voor databeheer voldoen en moeten relevant, representatief, accuraat en volledig zijn.</p>
-<p>Deze vereiste houdt in dat de gebruikte datasets onder meer moeten voldoen aan:</p>
-<ul>
-<li>datasets voor training, validatie en tests worden onderworpen aan praktijken op het gebied van databeheer die stroken met het beoogde doel van het AI-systeem met een hoog risico. Dit heeft in het bijzonder betrekking op relevante ontwerpkeuzes, processen voor dataverzameling, verwerkingsactiviteiten voor datavoorbereiding, het opstellen van aannames met name betrekking tot de informatie die de data moeten meten en vertegenwoordigen, beschikbaarheid, kwantiteit en geschiktheid van de datasets en een beoordeling op mogelijke vooringenomenheid en passende maatregelen om deze vooringenomenheid op te sporen, te voorkomen en te beperken. </li>
-<li>datasets voor training, validatie en tests zijn relevant, voldoende representatief en zoveel mogelijk foutenvrij en volledig met het oog op het beoogde doel.</li>
-<li>Er wordt rekening gehouden met de eigenschappen of elementen die specifiek zijn voor een bepaalde geografische, contextuele, functionele of gedragsomgeving waarin het AI-systeem wordt gebruikt.</li>
-</ul>
-<h2 id="bronnen">Bronnen</h2>
-<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3348-1-1">Artikel 10(1) Verordening Artificiële Intelligentie</a></p>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span> </p>
-<h2 id="risico">Risico</h2>
-<p>Gebruik van laagkwalitatieve of bevooroordeelde datasets kan leiden tot onbetrouwbare en oneerlijke AI-besluitvorming.
-Onvoldoende kwaliteitsborging van <abbr title="data die worden gebruikt voor het verrichten van een onafhankelijke evaluatie van het AI-systeem om de verwachte prestaties van dat systeem te bevestigen voordat het in de handel wordt gebracht of in gebruik wordt gesteld">testdata</abbr> kan leiden tot vertekende resultaten en gebrekkige prestaties van het AI-systeem bij gebruik in de praktijk.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/index.html">owp-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-02-data-beschikbaarheid/index.html">Voer voorafgaand aan een project een data beschikbaarheid, kwaliteit- en toegankelijkheidsanalayse uit.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/index.html">owp-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-11-gebruikte-data/index.html">Beschrijf welke data gebruikt wordt voor de beoogde toepassing</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">owp-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">Maak vereisten voor algoritmes onderdeel van de Service Level Agreement</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">owp-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">org-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">Pas vastgestelde beleidskaders toe</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/index.html">dat-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/index.html">Controleer de datakwaliteit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html">dat-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html">Zorg dat je controle of eigenaarschap hebt over de data</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html">ver-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html">Controleer regelmatig of het algoritme voldoet aan alle wetten en regels en het eigen beleid</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html">mon-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html">Monitor regelmatig op veranderingen in de data. Bij veranderingen evalueer je de prestaties en output van het algoritme.</a></td></tr></tbody></table>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/index.html
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-  <h1>Hoog-risico-AI-systemen zijn voorzien van voldoende technische documentatie.</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-06</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Hoog-risico-AI-systemen zijn voorzien van voldoende technische documentatie.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>De technische documentatie van een AI-systeem met een hoog risico wordt voorafgaand aan het <abbr title="Het voor het eerst in de Unie op de markt aanbieden van een AI-systeem of een AI-model voor algemene doeleinden">in de handel brengen</abbr> of in gebruik nemen opgesteld en regelmatig bijgewerkt.</p>
-<p>Deze documentatie moet duidelijk aantonen dat het systeem voldoet aan de vereisten van AI-Verordening (afdeling 2), zodat nationale autoriteiten en aangemelde instanties de naleving kunnen beoordelen. Daarvoor moet de informatie op een heldere en begrijpelijke wijze zijn opgesteld. </p>
-<p>De documentatie bevat ten minste de elementen zoals uiteengezet in bijlage IV AI-Verordening:</p>
-<ol>
-<li>Een algemene beschrijving van het AI-syseem.</li>
-<li>Een gedetailleerde beschrijving van de elementen van het AI-systeem en het proces voor de ontwikkeling ervan.</li>
-<li>Gedetailleerde informatie over de monitoring, werking en controle van het AI-systeem.</li>
-<li>Een beschrijving van de geschiktheid van de prestatiestatistieken.</li>
-<li>Een gedetailleerde beschrijving van het systeem voor risicobeheer overeenkomstig artikel 9 van de AI verordening.</li>
-<li>Een beschrijving van de wijzigingen die tijdens de levensduur worden aangebracht.</li>
-<li>Een lijst van normen die worden toegepast.</li>
-<li>Een exemplaar van de EU-conformiteitsverklaring.</li>
-<li>Een gedetailleerde beschrijving voor evaluatie van prestaties nadat het systeem in handel is gebracht, in overeenstemming met artikel 72 van de AI-verordening.</li>
-</ol>
-<p>De documentatie kan opgevraagd worden door een bevoegde autoriteit met een met redenen omkleed verzoek, zoals toegelicht in artikel 21 van de AI-verordening.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3472-1-1">Artikel 11 Verordening Artificiële Intelligentie</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e38-130-1">Bijlage IV Verordening Artificiële Intelligentie</a></li>
-</ul>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span> </p>
-<h2 id="risico">Risico</h2>
-<p>Het ontbreken van de benodigde informatie over de algoritmische toepassing of AI-systeem kan ertoe leiden dat de technische functionering onduidelijk is.
-Dat kan tot problemen leiden bij de verantwoording, controle, beheer en conformiteit met regelgeving.</p>
-<h2 id="voorbeeld">Voorbeeld</h2>
-<ul>
-<li><a href="https://algoritmeregister.amsterdam.nl/onderzoekswaardigheid-slimme-check-levensonderhoud">Gemeente Amsterdam - Onderzoekswaardigheid Algoritme ‘Slimme check’.</a> (Een tool die de medewerkers helpt om te bepalen of een aanvraag levensonderhoud onderzoekswaardig is, niet meer in gebruik!): <a href="https://algoritmeregister.amsterdam.nl/wp-content/plugins/saidot-integratorv2/proxy.php?url=P1c2E359y68SOmognA619o9tSTZPTJBsuAeVyceDdziFqCFpy1jBySAFMdGkM7ZSB7BYxwEyjCiSbTyh2Ttp9Bq3GLs4K0TVs2WlJQ7wigQGZxPTt%2BqfoDCXrP8yalTikxMq27OWaMwomYK8K%2BQmLYVma2a2fHSqmRRnOWIiWxn4ZSoo%2FC0bay8kAT43CNX4U062eZgy9O3%2FTyx90ajh6Gtg%2FLgPPbARffQjQs%2F2mmNK3MZnEpl8jVDlLqqD00gdnOkN3A0T4fdti%2FR2HfOpelj%2F%2BSM4PfzLy49BTPHlyHDX87JSEltqgW4RjlcVE6sg">Technische documentatie</a>.</li>
-</ul>
-<h2 id="maatregelen">Maatregelen</h2>
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-  <h1>Hoog-risico-AI-systemen loggen automatisch bepaalde gegevens.</h1>
-
-<!-- let op! Deze vereiste geldt altijd omdat je volgens de AVG en de BIO ook moet loggen -->
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-07</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Hoog-risico-AI-systemen loggen automatisch bepaalde gegevens.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>AI-systemen met een hoog risico zijn ontworpen met functionaliteiten die gebeurtenissen gedurende hun levenscyclus automatisch registreren. Dit wordt vaak aangeduid als "logs".</p>
-<p>Deze logs bieden een traceerbaarheidsmechanisme waarmee gebruiksverantwoordelijken en autoriteiten incidenten en fouten kunnen analyseren, naleving kunnen controleren en mogelijke risico's kunnen identificeren en aanpakken.</p>
-<p>Het doel van deze registratie is om de transparantie en verantwoordingsplicht van AI-systemen te vergroten, waardoor het beheer van risico's en incidenten verbetert. Voor AI-systemen met een hoog-risico voorziet de loggingcapaciteit ten minste in: </p>
-<ol>
-<li>de registratie van de duur van elk gebruik van het systeem; </li>
-<li>de referentiedatabank aan de hand waarvan de <abbr title="data die in een AI-systeem worden ingevoerd of direct door een AI-systeem worden verworven en op basis waarvan het systeem een output genereert">inputdata</abbr> zijn gecontroleerd door het systeem; </li>
-<li>de <abbr title="data die in een AI-systeem worden ingevoerd of direct door een AI-systeem worden verworven en op basis waarvan het systeem een output genereert">inputdata</abbr> ten aanzien waarvan de zoekopdracht een match heeft opgeleverd; </li>
-<li>de identificatie van natuurlijke personen die betrokken zijn bij de verificatie van de resultaten. Specifiek voor gebruiksverantwoordelijken</li>
-</ol>
-<p>Voor AI-systemen die door bestuursorganen worden gebruikt of AI-systmen die persoonsgegevens verwerken leveren de BIO en AVG vergelijkbare verplichingen op die ook van toepassing zijn op AI-systemen die niet gezien worden als een AI-systeem met hoog risico. Daarbij komen nog verplichtingen om de logs doorlopend of periodiek te monitoren op incidenten.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3495-1-1">Artikel 12 Verordening Artificiële Intelligentie</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3495-1-1">Artikel 26(6) Verordening Artificiële Intelligentie</a>, zie ook <a href="../aia-23-gebruiksverantwoordelijken-bewaren-logs/">deze vereiste over logging door <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr></a>.</li>
-<li><a href="https://www.bio-overheid.nl/media/13kduqsi/bio-versie-104zv_def.pdf">Hoofdstuk 12.4 Baseline Informatiebeveiliging Overheid </a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679">Artikel 5 en 32 Algemene Verordening Gegevensbescherming</a></li>
-</ul>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
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-<h2 id="risico">Risico</h2>
-<p>Ontbreken van automatische logregistratie kan leiden tot een gebrek aan transparantie en traceerbaarheid van het AI-systeem, wat het vermogen om verantwoordelijkheid te nemen en eventuele problemen aan te pakken belemmert.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">owp-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">Maak vereisten voor algoritmes onderdeel van de Service Level Agreement</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/index.html">owk-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/index.html">Ontwerp en ontwikkel het algoritme volgens de principes van ‘security by design’</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/index.html">owk-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/index.html">Maak logbestanden waarin staat wie wanneer toegang had tot de data en de code</a></td></tr></tbody></table>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-08</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>AI-systemen met een hoog risico worden ontworpen en ontwikkeld met een hoge mate van transparantie, zodat gebruikers de output van het systeem kunnen begrijpen en correct kunnen gebruiken. </p>
-<p>Dit zorgt ervoor dat de aanbieders en gebruikers kunnen voldoen aan de verplichtingen zoals uiteengezet in de relevante regelgeving, waardoor de betrouwbaarheid en verantwoordelijkheid van het gebruik van deze systemen worden verzekerd. </p>
-<p>In artikel 13 lid 3 is een overzicht gegeven van de informatie die gebruikersinstructies tenminste moeten bevatten. </p>
-<h2 id="bronnen">Bronnen</h2>
-<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3566-1-1">Artikel 13(1) Verordening Artificiële Intelligentie</a></p>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span> </p>
-<h2 id="risico">Risico</h2>
-<p>Onvoldoende transparantie kan leiden tot een gebrek aan begrip over hoe het AI-systeem functioneert, wat de effectiviteit van de inzet ervan kan belemmeren en de naleving van wettelijke verplichtingen in gevaar kan brengen.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html">owp-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html">Bepaal het soort algoritme en de risicogroep en vereisten die hierbij horen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">owp-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html">owp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html">Pas uitlegbaarheidstechnieken toe en evalueer en valideer deze.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html">ver-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html">Controleer regelmatig of het algoritme voldoet aan alle wetten en regels en het eigen beleid</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html">imp-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html">Publiceer impactvolle algoritmes en hoog-risico-AI-systemen in het Algoritmeregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">imp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">Maak een openbaar besluit over de inzet van het algoritme</a></td></tr></tbody></table>
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-  <h1>Hoog-risico-AI-systemen staan onder menselijk toezicht.</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-09</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/menselijke-controle/">Menselijke controle</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Hoog-risico-AI-systemen staan onder menselijk toezicht. </p>
-<h2 id="toelichting">Toelichting</h2>
-<p>AI-systemen met een hoog risico worden zodanig ontworpen en ontwikkeld, met inbegrip van passende mens-machine-interface-hulpmiddelen, dat hierop tijdens de periode dat zij worden gebruikt, op doeltreffende wijze toezicht kan worden uitgeoefend door natuurlijke personen.</p>
-<p>Het menselijk toezicht is gericht op het voorkomen of beperken van de risico’s voor de gezondheid, veiligheid of grondrechten die zich kunnen voordoen wanneer een AI-systeem met een hoog risico wordt gebruikt in overeenstemming met het beoogde doel ervan of in een situatie van <abbr title="Het gebruik van een AI-systeem op een wijze die niet in overeenstemming is met het beoogde doel, maar die kan voortvloeien uit redelijkerwijs te voorzien menselijk gedrag of redelijkerwijs te voorziene interactie met andere systemen, waaronder andere AI-systemen">redelijkerwijs te voorzien misbruik</abbr>, met name wanneer dergelijke risico’s blijven bestaan ondanks de toepassing van andere eisen van deze afdeling.</p>
-<p>De te treffen toezichtmaatregelen staan in verhouding met de risico's, de mate van autonomie en de gebruikscontext van het AI-systeem met een hoog risico.
-Hierbij kan het gaan om:</p>
-<ol>
-<li>door de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> bepaalde maatregelen die waar technisch haalbaar in het AI-systeem met een hoog risico worden ingebouwd voordat dit systeem in de handel wordt gebracht of in gebruik wordt gesteld;</li>
-<li>door de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> bepaalde maatregelen voordat het AI-systeem met een hoog risico in de handel wordt gebracht of in gebruik wordt gesteld en die passend zijn om door de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> te worden uitgevoerd.</li>
-</ol>
-<p>De natuurlijke personen die verantwoordelijk zijn voor het menselijk toezicht, moeten in staat worden gesteld om waar passend en in verhouding tot de omstandigheden het volgende te kunnen doen:</p>
-<ol>
-<li>Goed kunnen begrijpen van de relevante capaciteiten en beperkingen van het AI-systeem met een hoog risico.
-Met het oog op het opsporen en aanpakken van onregelmatigheden, storingen en onverwachte prestaties moet de werking van het AI-systeem goed kunnen worden begrepen;</li>
-<li>Bewust blijven van de mogelijke neiging om automatisch of te veel te vertrouwen op de output van een AI-systeem met hoog risico (automation bias).
-Dit geldt in het bijzonder voor het gebruik van een hoog risico AI-systeem dat wordt gebruikt om informatie of aanbevelingen te versterkken voor beslisisngen die door natuurlijke personen moeten worden genomen;</li>
-<li>De output juist kunnen interpreteren, bijvoorbeeld met behulp van de juiste hulpmiddelen en methoden voor interpretatie;</li>
-<li>In alle specifieke situaties kunnen besluiten om het hoog risico AI-systeem niet te gebruiken of de output op een andere wijze te negeren, door een andere beslissing te vervangen of terug te draaien;</li>
-<li>ingrijpen in de werking van het hoog risico AI-systeem of het systeem onderbreken door middel van een stopknop of een vergelijkbare procedure waarmee het systeem op een veilige wijze kan worden stopgezet.</li>
-</ol>
-<p>In het geval van een hoog risico systeem als bedoeld in bijlage III, punt 1, a  (systemen voor <abbr title="de geautomatiseerde herkenning van fysieke, fysiologische, gedragsgerelateerde of psychologische menselijke kenmerken om de identiteit van een natuurlijk persoon vast te stellen door biometrische gegevens van die persoon te vergelijken met in een databank opgeslagen biometrische gegevens van personen">biometrische identificatie</abbr> op afstand) geldt het vereiste dat twee natuurlijke personen met de nodige bekwaamheid, opleiding en bevoegdheid apart de indentificatie van het systeem verificiëren en bevestigen, tenzij het wordt gebruikt voor rechtshandhaving, migratie, grenstoezicht of asiel, in gevallen waarin het Unierecht of het nationale recht de toepassing van dit vereiste onevenredig acht.</p>
-<h2 id="bronnen">Bronnen</h2>
-<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3669-1-1">Artikel 14 verordening Artificiële Intelligentie</a></p>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
-<h2 id="risico">Risico</h2>
-<p>Ontbreken van betekenisvol menselijk toezicht kan leiden tot gebrek aan controle en begrip over het functioneren van het AI-systeem, wat kan resulteren in ongewenste of onvoorspelbare uitkomsten.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">owp-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">Maak vereisten voor algoritmes onderdeel van de Service Level Agreement</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">owp-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">org-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">Pas vastgestelde beleidskaders toe</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">owk-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">Maak een noodplan voor het stoppen van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/index.html">imp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-01-werkinstructies-gebruikers/index.html">Stel een werkinstructie op voor gebruikers.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">imp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">Richt de juiste menselijke controle in van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html">imp-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html">Spreek af hoe medewerkers omgaan met het algoritme.</a></td></tr></tbody></table>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html
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-  <h1>Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig.</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-10</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>AI-systemen met een hoog risico worden zorgvuldig ontworpen en ontwikkeld om een hoog niveau van nauwkeurigheid, robuustheid en cyberbeveiliging te bieden.</p>
-<p>Dit garandeert consistente prestaties gedurende hun levensduur en minimaliseert risico's met betrekking tot deze aspecten, waardoor de betrouwbaarheid en veiligheid van het systeem worden gewaarborgd.</p>
-<p>Technische robuustheid is een essentiële eis voor AI-systemen met een hoog risico.
-Deze systemen moeten bestand zijn tegen schadelijk of anderszins ongewenst gedrag dat kan voortvloeien uit de beperkingen binnen de systemen of de omgeving waarin de systemen opereren (bijvoorbeeld fouten, onregelmatigheden, onverwachte situaties).</p>
-<p>Er moeten technische en organisatorische maatregelen worden getroffen om de robuustheid van AI-systemen met een hoog risico te waarborgen. Een technische oplossing kan bijvoorbeeld bestaan uit mechanismen die het systeem in staat stellen zijn werking veilig te onderbreken (storingsbeveiligingsplannen) wanneer zich bepaalde anomalieën voordoen of wanneer de werking buiten bepaalde vooraf bepaalde grenzen plaatsvindt.</p>
-<p>Cyberbeveiliging is cruciaal om te waarborgen dat AI-systemen bestand zijn tegen pogingen van kwaadwillige derden die gebruikmaken van de kwetsbaarheden van het systeem om het gebruik, het gedrag of de prestaties ervan te wijzigen of de veiligheidskenmerken ervan in gevaar te brengen.</p>
-<p>Bij cyberaanvallen tegen AI-systemen kunnen AI-specifieke activa worden gebruikt, zoals trainingsdatasets (bv. datavervuiling) of getrainde modellen (bv. vijandige aanvallen of membership inference), of kwetsbaarheden in de digitale activa van het AI-systeem of de onderliggende ICT-infrastructuur worden benut.</p>
-<p>Om te zorgen voor een niveau van cyberbeveiliging dat aansluit op de risico’s, moeten aanbieders van AI-systemen met een hoog risico passende maatregelen zoals veiligheidscontroles nemen, waarbij ook rekening wordt gehouden met de onderliggende ICT infrastructuur.</p>
-<h2 id="bronnen">Bronnen</h2>
-<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3752-1-1">Artikel 15 Verordening Artificiële Intelligentie</a></p>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
-<h2 id="risico">Risico</h2>
-<p>Gebrek aan nauwkeurigheid, robuustheid of cyberbeveiliging kan leiden tot onbetrouwbare prestaties, kwetsbaarheid voor storingen en blootstelling aan beveiligingsrisico's, wat de effectiviteit en veiligheid van het AI-systeem in gevaar kan brengen.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/index.html">owp-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-04-gebruikte-techniek/index.html">Beschrijf welke techniek gebruikt wordt voor de beoogde toepassing</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">owp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">Maak een Project Startarchitectuur (PSA) voor de ontwikkeling of inkoop van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">owp-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html">dat-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-07-training-validatie-en-testdata/index.html">Gebruik bij machine learning technieken gescheiden train-, test- en validatiedata en houdt rekening met underfitting en overfitting.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-01-functioneren-in-lijn-met-doeleinden/index.html">Controleer regelmatig of het algoritme werkt zoals het bedoeld is</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">imp-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">Doe aselecte steekproeven om algoritmes met 'risicogestuurde selectie’ te controleren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">mon-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">Beveilig de software</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">mon-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">Maak een noodplan voor beveiligingsincidenten</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html">mon-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html">Monitor regelmatig op veranderingen in de data. Bij veranderingen evalueer je de prestaties en output van het algoritme.</a></td></tr></tbody></table>
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-  <h1>Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem.</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-11</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Aanbieders van AI-systemen met een hoog risico voorzien in een systeem voor kwaliteitsbeheer dat de naleving van de AI-Verordening waarborgt.</p>
-<p>Dit systeem omvat gedocumenteerde beleidslijnen, procedures en instructies, en omvat ten minste de aspecten vermeld in artikel 17 AI-verordening. Het behandelt beknopt de volgende aspecten:</p>
-<ol>
-<li>een strategie voor de naleving van de regelgeving, inclusief de naleving van de conformiteitsbeoordelingsprocedures en de procedures voor het beheer van de wijzigingen van het AI-systeem met een hoog risico;</li>
-<li>technieken, procedures en systematische maatregelen die moeten worden toegepast voor het ontwerp, de controle van het ontwerp en de verificatie van het ontwerp van het AI-systeem met een hoog risico;</li>
-<li>technieken, procedures en systematische maatregelen die moeten worden toegepast voor de ontwikkeling, de kwaliteitscontrole en de kwaliteitsborging van het AI-systeem met een hoog risico;</li>
-<li>procedures voor het inspecteren, testen en valideren die vóór, tijdens en na de ontwikkeling van het AI-systeem met een hoog risico moeten worden uitgevoerd en de regelmaat waarmee zij moeten worden uitgevoerd;</li>
-<li>technische specificaties, met inbegrip van normen, die moeten worden toegepast en, wanneer de relevante geharmoniseerde normen niet volledig worden toegepast of geen betrekking hebben op alle relevante eisen van afdeling 2, de middelen die worden gebruikt om ervoor te zorgen dat het AI-systeem met een hoog risico in overeenstemming is met deze eisen;</li>
-<li>systemen en procedures voor databeheer, met inbegrip van dataverwerving, - verzameling, -analyse, -labeling, -opslag, -zuivering, -aggregatie en -behoud en datamining en eventuele andere operaties met betrekking tot de data die worden uitgevoerd voorafgaand aan en met het oog op het <abbr title="Het voor het eerst in de Unie op de markt aanbieden van een AI-systeem of een AI-model voor algemene doeleinden">in de handel brengen</abbr> of <abbr title="De directe levering van een AI-systeem door de aanbieder aan de gebruiksverantwoordelijke voor het eerste gebruik of voor eigen gebruik in de Unie voor het beoogde doel">in gebruik stellen</abbr> van AI-systemen met een hoog risico;</li>
-<li>het systeem voor risicobeheer zoals bedoeld in artikel 9 van de AI-verordening;</li>
-<li>het opzetten, toepassen en onderhouden van een <abbr title="alle door aanbieders van AI-systemen verrichte activiteiten voor het verzamelen en evalueren van ervaringen met door hen in de handel gebrachte of in gebruik gestelde AI-systemen, teneinde te kunnen vaststellen of er onmiddellijk corrigerende dan wel preventieve maatregelen nodig zijn">systeem voor monitoring na het in de handel brengen</abbr>, overeenkomstig artikel 72 AI-verordening;</li>
-<li>procedures in verband met het melden van een ernstig incident in overeenstemming met artikel 73 van de AI-verordening;</li>
-</ol>
-<p>Overheidsinstanties die AI-systemen met een hoog risico <abbr title="De directe levering van een AI-systeem door de aanbieder aan de gebruiksverantwoordelijke voor het eerste gebruik of voor eigen gebruik in de Unie voor het beoogde doel">in gebruik stellen</abbr> voor eigen gebruik, mogen de regels voor het systeem voor kwaliteitsbeheer goedkeuren en uitvoeren als onderdeel van het systeem voor kwaliteitsbeheer dat, naargelang het geval, op nationaal of regionaal niveau is goedgekeurd, rekening houdend met de specifieke kenmerken van de sector en de competenties en organisatie van de overheidsinstantie in kwestie.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3906-1-1">Artikel 17 Verordening Artificiële Intelligentie</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3823-1-1">Artikel 16(c) Verordening Artificiële Intelligentie</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3906-1-1">Overweging 81 Verordening Artificiële Intelligentie</a></li>
-</ul>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
-<h2 id="risico">Risico</h2>
-<p>Zonder toepassing van een kwaliteitsbeheersysteem kunnen risico's ontstaan voor de veiligheid, betrouwbaarheid en naleving van het AI-systeem en conformiteit met wet- en regelgeving.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html">org-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html">Controleer en verbeter regelmatig de kwaliteit van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">owp-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">Maak vereisten voor algoritmes onderdeel van de Service Level Agreement</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">owp-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">org-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">Pas vastgestelde beleidskaders toe</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">owk-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">Maak een noodplan voor het stoppen van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html">mon-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html">Monitor regelmatig op veranderingen in de data. Bij veranderingen evalueer je de prestaties en output van het algoritme.</a></td></tr></tbody></table>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-12</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/uitfaseren/">Uitfaseren</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>De <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> houdt gedurende een periode van tien jaar nadat het AI-systeem met een hoog risico in de handel is gebracht of in gebruik is gesteld de volgende elementen ter beschikking van de nationale bevoegde autoriteiten: </p>
-<ol>
-<li>de technische documentatie als bedoeld in artikel 11 van de AI-verordening; </li>
-<li>de documentatie betreffende het in artikel 17 bedoelde systeem voor kwaliteitsbeheer; </li>
-<li>in voorkomend geval de documentatie betreffende de door aangemelde instanties goedgekeurde wijzigingen; </li>
-<li>in voorkomend geval de besluiten en andere documenten die door de aangemelde instanties zijn afgegeven; </li>
-<li>de EU-conformiteitsverklaring als bedoeld in artikel 47. </li>
-</ol>
-<h2 id="toelichting">Toelichting</h2>
-<p>De <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> moet gedurende tien jaar na het op de markt brengen of in gebruik nemen van het AI-systeem met een hoog risico de vereiste documentatie beschikbaar houden voor de nationale autoriteiten.</p>
-<p>Dit houdt in dat technische documentatie, documentatie over het kwaliteitsbeheersysteem, eventuele documentatie over besluiten en goedgekeurde wijzigingen door aangemelde instanties en de EU-conformiteitsverklaring beschikbaar moet zijn.</p>
-<p>Dit waarborgt dat de autoriteiten toegang hebben tot relevante informatie voor controle en naleving van de voorschriften gedurende deze periode.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e4013-1-1">Artikel 18(1) Verordening Artificiële Intelligentie</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3823-1-1">Artikel 16(d) Verordening Artificiële Intelligentie</a></li>
-</ul>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span> </p>
-<h2 id="risico">Risico</h2>
-<p>Niet voldoen aan de bewaartermijn kan leiden tot juridische consequenties en kan het vermogen van de autoriteiten om toezicht te houden op de naleving van de regelgeving belemmeren.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">dat-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">Geef data zoals persoonsgegevens een bewaartermijn met een vernietigingsprocedure</a></td></tr></tbody></table>
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-  <h1>Logs van hoog-risico-AI-systemen worden zes maanden bewaard door de aanbieder.</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-13</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/uitfaseren/">Uitfaseren</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Logs van hoog-risico-AI-systemen worden zes maanden bewaard door de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Aanbieders van AI-systemen met een hoog risico moeten de automatisch gegenereerde logs bewaren volgens de voorschriften van artikel 12, lid 1, zolang deze logs onder hun controle vallen.</p>
-<p>Deze logs moeten ten minste zes maanden worden bewaard, tenzij anders bepaald door Unie- of nationale wetgeving met betrekking tot gegevensbescherming, om te voldoen aan de relevante voorschriften en verantwoordingsplicht.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e4066-1-1">Artikel 19(1) Verordening Artificiële Intelligentie</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3823-1-1">Artikel 16(e) Verordening Artificiële Intelligentie</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3495-1-1">Artikel 12(1) Verordening Artificiële Intelligentie</a></li>
-</ul>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
-<h2 id="risico">Risico</h2>
-<p>Het niet of onvoldoende bewaren van logs kan het vermogen belemmeren om incidenten te analyseren, naleving te controleren en verantwoordelijkheid vast te stellen bij mogelijke problemen met het AI-systeem.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/index.html">owk-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/index.html">Maak logbestanden waarin staat wie wanneer toegang had tot de data en de code</a></td></tr></tbody></table>
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-  <h1>Hoog-risico-AI-systemen worden pas geleverd of gebruikt na een conformiteitsbeoordelingsprocedure.</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-14</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Aanbieders van AI-systemen met een hoog risico zorgen ervoor dat voor het AI-systeem met een hoog risico een conformiteitsbeoordelingsprocedure wordt uitgevoerd voordat dit systeem in de handel wordt gebracht of in gebruik wordt gesteld</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Conformiteitsbeoordelingen dragen bij aan het kunnen vertrouwen op de kwaliteit van producten en diensten. Aanbieders van AI-systemen met een hoog risico moeten ervoor zorgen dat de conformiteitsbeoordelingsprocedure wordt uitgevoerd vóórdat het systeem op de markt wordt gebracht of in gebruik wordt genomen. Hiervoor moet worden beoordeeld of het ontwikkelde hoog risico AI-systeem voldoet aan de vereisten die gelden voor deze systemen. Denk hierbij aan de vereisten van risicobeheer, technische documentatie, data en datagovernance en transparantie en informatieverstrekking aan gebruiksverantwoordelijken (Afdeling 2, AI-Verordening).  </p>
-<p>Een conformiteitbeoordeling kan worden uitgevoerd door middel van 
-- een interne controle (als bedoeld in bijlage VI van de AI-verordening)
-- of met betrokkenheid van een <abbr title="Een conformiteitsbeoordelingsinstantie die overeenkomstig de AI-verordening en andere relevante harmonisatiewetgeving van de Unie is aangemeld">aangemelde instantie</abbr> voor de beoordeling van het systeem voor kwaliteitsbeheer en de technische documentatie (als bedoeld in bijlage VII van de AI-verordening). Een <abbr title="Het proces waarbij de naleving wordt aangetoond van de voorschriften van hoofdstuk III, afdeling 2 van de AI-Verordening in verband met een AI-systeem met een hoog risico">conformiteitsbeoordeling</abbr> door een aangemelde instatie wordt ookwel een <abbr title="Het proces waarbij de naleving wordt aangetoond van de voorschriften van hoofdstuk III, afdeling 2 van de AI-Verordening in verband met een AI-systeem met een hoog risico">conformiteitsbeoordeling</abbr> door een derden genoemd. </p>
-<p>Als overheidsorganisaties hoog risico AI-systemen gebruiken van aanbieders of deze zelf ontwikkelen, zullen deze systemen veelal de <abbr title="Het proces waarbij de naleving wordt aangetoond van de voorschriften van hoofdstuk III, afdeling 2 van de AI-Verordening in verband met een AI-systeem met een hoog risico">conformiteitsbeoordeling</abbr> middels een interne controle moeten doorlopen (bijlage VI). Let op! In het geval dat een hoog risico AI-systeem door een rechtshandhavingsinstantie, immigratie- of asielautoriteit wordt ingezet, dan zal de <abbr title="de nationale autoriteit die de activiteiten verricht en maatregelen neemt als bedoeld in Verordening (EU) 2019/1020">markttoezichtautoriteit</abbr> als <abbr title="Een conformiteitsbeoordelingsinstantie die overeenkomstig de AI-verordening en andere relevante harmonisatiewetgeving van de Unie is aangemeld">aangemelde instantie</abbr> optreden die de <abbr title="Het proces waarbij de naleving wordt aangetoond van de voorschriften van hoofdstuk III, afdeling 2 van de AI-Verordening in verband met een AI-systeem met een hoog risico">conformiteitsbeoordeling</abbr> zal uitvoeren.  </p>
-<p>AI-systemen met een hoog risico die al aan een conformiteitsbeoordelingsprocedure zijn onderworpen, ondergaan een nieuwe conformiteitsbeoordelingsprocedure telkens wanneer zij substantieel zijn gewijzigd, ongeacht of het gewijzigde systeem bedoeld is om verder te worden gedistribueerd of door de huidige <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> gebruikt blijft worden.</p>
-<p><a class="glightbox" href="https://github.com/user-attachments/assets/47996f0e-d769-4ac5-a504-db12da4d1e21" data-type="image" data-width="auto" data-height="auto" data-desc-position="bottom"><img alt="ai_lifecycle_visual_7FC0D14E-A775-A92E-DE5A38FDB7C238EB_75759" src="https://github.com/user-attachments/assets/47996f0e-d769-4ac5-a504-db12da4d1e21" /></a></p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3823-1-1">Artikel 16(f) Verordening Artificiële Intelligentie</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e5074-1-1">Artikel 43 Verordening Artificiële Intelligentie</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/PDF/?uri=OJ:L_202401689">Artikel 76 Verordening Artificiële Intelligentie</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e38-133-1">Bijlage VI Verordening Artificiële Intelligentie</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e38-134-1">Bijlage VII Verordening Artificiële Intelligentie</a></li>
-<li><a href="https://digital-strategy.ec.europa.eu/nl/policies/regulatory-framework-ai">Hoe werkt het allemaal in de praktijk voor aanbieders van AI-systemen met een hoog risico</a></li>
-</ul>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
-<h2 id="risico">Risico</h2>
-<p>Niet naleven van deze verplichtingen kan leiden tot juridische en operationele problemen, en kan de veiligheid en betrouwbaarheid van het AI-systeem in gevaar brengen.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/index.html">owp-15</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/index.html">Maak het leveren van bewijs voor het voldoen aan de vereisten voor algoritmes onderdeel van de beoordeling van een inschrijving.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr></tbody></table>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/index.html
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-  <h1>Hoog-risico-AI-systemen zijn voorzien van een EU-conformiteitsverklaring.</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-15</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Aanbieders van AI-systemen met een hoog risico stellen een EU-conformiteitsverklaring op.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Een EU-conformiteitsverklaring is een verplicht document dat een fabrikant of <abbr title="een natuurlijke of rechtspersoon die zich bevindt of gevestigd is in de Unie die een schriftelijke machtiging heeft gekregen en aanvaard van een aanbieder van een AI-systeem of een AI-model voor algemene doeleinden om namens die aanbieder de verplichtingen en procedures van deze verordening respectievelijk na te komen en uit te voeren;">gemachtigde</abbr> vertegenwoordiger moet ondertekenen, waarmee wordt verklaard dat het product aan de EU-eisen voldoet.</p>
-<p>De <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> stelt voor elk AI-systeem met een hoog risico een schriftelijke machineleesbare, fysieke of elektronisch ondertekende EU-conformiteitsverklaring op en houdt deze verklaring tot tien jaar na het <abbr title="Het voor het eerst in de Unie op de markt aanbieden van een AI-systeem of een AI-model voor algemene doeleinden">in de handel brengen</abbr> of het <abbr title="De directe levering van een AI-systeem door de aanbieder aan de gebruiksverantwoordelijke voor het eerste gebruik of voor eigen gebruik in de Unie voor het beoogde doel">in gebruik stellen</abbr> van het AI-systeem met een hoog risico ter beschikking van de nationale bevoegde autoriteiten.</p>
-<p>De conformiteitsverklaring bevat de informatie zoals genoemd in bijlage V AI-verordening.</p>
-<p>Voorbeelden hiervan zijn de naam en type van het AI-systeem, naam en adres van de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>, dat de EU-conformiteitsverklaring wordt versterkt onder verantwoordelijkheid van de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> en de vermelding van eventuele toegepaste <a href="../hulpmiddelen/standaarden.md">relevante geharmoniseerde normen</a> of van andere gemeenschappelijke specificaties waarop de conformiteitsverklaring betrekking heeft.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3823-1-1">Artikel 16(g) Verordening Artificiële Intelligentie</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e5296-1-1">Artikel 47(1) Verordening Artificiële Intelligentie</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e38-132-1">Bijlage V Verordening Artificiële Intelligentie</a></li>
-</ul>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
-<h2 id="risico">Risico</h2>
-<p>Niet naleven van deze verplichtingen kan leiden tot juridische en operationele problemen, en kan de veiligheid en betrouwbaarheid van het AI-systeem in gevaar brengen.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/index.html">owp-15</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/index.html">Maak het leveren van bewijs voor het voldoen aan de vereisten voor algoritmes onderdeel van de beoordeling van een inschrijving.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr></tbody></table>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/index.html
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-  <h1>Hoog-risico-AI-systemen zijn voorzien van een CE-markering.</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-16</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Hoog-risico-AI-systemen zijn voorzien van een <abbr title="Een markering waarmee een aanbieder aangeeft dat een AI-systeem in overeenstemming is met de voorschriften van hoofdstuk III, afdeling 2, en andere toepasselijke harmonisatiewetgeving van de Unie, die in het aanbrengen ervan voorzien">CE-markering</abbr>.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Aanbieders van AI-systemen met een hoog risico moeten een <abbr title="Een markering waarmee een aanbieder aangeeft dat een AI-systeem in overeenstemming is met de voorschriften van hoofdstuk III, afdeling 2, en andere toepasselijke harmonisatiewetgeving van de Unie, die in het aanbrengen ervan voorzien">CE-markering</abbr> toevoegen aan het AI-systeem met een hoog risico of, wanneer dit niet mogelijk is, op de verpakking of in de bij het product gevoegde documentatie, om aan te geven dat aan de AI-verordening is voldaan.</p>
-<p>Op AI-systemen met een hoog risico die in een product zijn geïntegreerd moet een fysieke <abbr title="Een markering waarmee een aanbieder aangeeft dat een AI-systeem in overeenstemming is met de voorschriften van hoofdstuk III, afdeling 2, en andere toepasselijke harmonisatiewetgeving van de Unie, die in het aanbrengen ervan voorzien">CE-markering</abbr> worden aangebracht, die kan worden aangevuld met een digitale <abbr title="Een markering waarmee een aanbieder aangeeft dat een AI-systeem in overeenstemming is met de voorschriften van hoofdstuk III, afdeling 2, en andere toepasselijke harmonisatiewetgeving van de Unie, die in het aanbrengen ervan voorzien">CE-markering</abbr>.</p>
-<p>Voor AI-systemen met een hoog risico die alleen digitaal worden verstrekt, moet een digitale <abbr title="Een markering waarmee een aanbieder aangeeft dat een AI-systeem in overeenstemming is met de voorschriften van hoofdstuk III, afdeling 2, en andere toepasselijke harmonisatiewetgeving van de Unie, die in het aanbrengen ervan voorzien">CE-markering</abbr> worden gebruikt. </p>
-<p>De lidstaten mogen het <abbr title="Het voor het eerst in de Unie op de markt aanbieden van een AI-systeem of een AI-model voor algemene doeleinden">in de handel brengen</abbr> en het <abbr title="De directe levering van een AI-systeem door de aanbieder aan de gebruiksverantwoordelijke voor het eerste gebruik of voor eigen gebruik in de Unie voor het beoogde doel">in gebruik stellen</abbr> van AI-systemen met een hoog risico die aan de in de AI-verordening vastgelegde eisen voldoen en waarop de <abbr title="Een markering waarmee een aanbieder aangeeft dat een AI-systeem in overeenstemming is met de voorschriften van hoofdstuk III, afdeling 2, en andere toepasselijke harmonisatiewetgeving van de Unie, die in het aanbrengen ervan voorzien">CE-markering</abbr> is aangebracht, niet op ongerechtvaardigde wijze belemmeren.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3823-1-1">Artikel 16(h) Verordening Artificiële Intelligentie</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e5327-1-1">Artikel 48 Verordening Artificiële Intelligentie</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3823-1-1">Overweging 129 Verordening Artificiële Intelligentie</a></li>
-</ul>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
-<h2 id="risico">Risico</h2>
-<p>Niet naleven van deze verplichtingen kan leiden tot juridische en operationele problemen, en kan de veiligheid en betrouwbaarheid van het AI-systeem in gevaar brengen.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/index.html">owp-15</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-15-leveren-bewijs_voldoen-aan-vereisten-algoritme-aanbieder/index.html">Maak het leveren van bewijs voor het voldoen aan de vereisten voor algoritmes onderdeel van de beoordeling van een inschrijving.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr></tbody></table>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/index.html
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-  <h1>Hoog-risico-AI-systemen zijn geregistreerd in de EU-databank.</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-17</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Hoog-risico-AI-systemen zijn geregistreerd in de EU-databank.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Aanbieders van AI-systemen met een hoog risico registeren het systeem in de EU-databank voorafgaand aan ingebruikname van het AI-systeem. </p>
-<p>Vóór de distributie of inbedrijfstelling van een AI-systeem met een hoog risico van bijlage III, met uitzondering van specifieke gevallen zoals beschreven in punt 2 van bijlage III, is het vereist dat de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> of <abbr title="een natuurlijke of rechtspersoon die zich bevindt of gevestigd is in de Unie die een schriftelijke machtiging heeft gekregen en aanvaard van een aanbieder van een AI-systeem of een AI-model voor algemene doeleinden om namens die aanbieder de verplichtingen en procedures van deze verordening respectievelijk na te komen en uit te voeren;">gemachtigde</abbr> zichzelf en het systeem registreert in de EU-databank zoals genoemd in art. 71 AI-verordening. Ook substantiële wijzigingen van AI-systemen met een hoog risico moeten in de EU-databank worden geregistreerd. </p>
-<p>Als een AI-systeem met een hoog risico wordt gebruikt zoals omschreven in bijlage III, moeten gebruiksverantwoordelijken die overheidsinstanties, -agentschappen of -organen zijn, zich bij een dergelijke databank registreren en het systeem selecteren dat zij voornemens zijn te gebruiken. </p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3823-1-1">Artikel 16(i) Verordening Artificiële Intelligentie</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e5358-1-1">Artikel 49(1) Verordening Artificiële Intelligentie</a></li>
-</ul>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
-<h2 id="risico">Risico</h2>
-<p>Niet naleven van deze verplichtingen kan leiden tot juridische en operationele problemen, en kan de veiligheid en betrouwbaarheid van het AI-systeem in gevaar brengen.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr></tbody></table>
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-  <h1>Als een hoog-risico-AI-systeem niet voldoet aan de AI-verordening, grijpt de aanbieder in.</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-18</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/menselijke-controle/">Menselijke controle</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Aanbieders van AI-systemen met een hoog risico die van mening zijn of redenen hebben om aan te nemen dat een door hen in de handel gebracht of in gebruik gesteld AI systeem met een hoog risico niet in overeenstemming is met de AI-verordening, nemen onmiddellijk de nodige corrigerende maatregelen om dat systeem naargelang het geval in overeenstemming te brengen, uit de handel te nemen, te deactiveren of terug te roepen.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Aanbieders van AI-systemen met een hoog risico die constateren dat hun systeem niet aan de verordening voldoet, moeten onmiddellijk corrigerende acties ondernemen, zoals het terugroepen of uit de handel nemen van het systeem.</p>
-<p>Ze moeten ook alle relevante partijen, zoals distributeurs, gebruiksverantwoordelijken en importeurs, op de hoogte stellen van deze maatregelen.</p>
-<p>Over <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-modellen voor algemene doeleinden</abbr> met een <abbr title="een risico dat specifiek is voor de capaciteiten met een grote impact van AI-modellen voor algemene doeleinden, die aanzienlijke gevolgen hebben voor de markt van de Unie vanwege hun bereik, of vanwege feitelijke of redelijkerwijs te voorziene negatieve gevolgen voor de gezondheid, de veiligheid, de openbare veiligheid, de grondrechten of de samenleving als geheel, en dat op grote schaal in de hele waardeketen kan worden verspreid">systeemrisico</abbr> wordt relevante informatie over ernstige incidenten en mogelijke corrigerende maatregelen bijgehouden, gedocumenteerd en onverwijld gerapporteerd aan het <abbr title="De taak van de Commissie waarbij zij bijdraagt aan de uitvoering van, de monitoring van en het toezicht op AI-systemen en AI-modellen voor algemene doeleinden, en AI-governance, als bepaald in het besluit van de Commissie van 24 januari 2024; verwijzingen in deze verordening naar het AI-bureau worden begrepen als verwijzingen naar de Commissie">AI-bureau</abbr> en, in voorkomende gevallen, aan de nationale bevoegde autoriteiten. </p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e4082-1-1">Artikel 20 Verordening Artificiële Intelligentie</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3823-1-1">Artikel 16(j) Verordening Artificiële Intelligentie</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3906-1-1">Artikel 55 Verordening Artificiële Intelligentie</a></li>
-</ul>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
-<h2 id="risico">Risico</h2>
-<p>Niet reageren op non-conformiteit kan leiden tot risico's voor gebruikers en derden.
-Het kan leiden tot juridische procedures en reputatieschade voor organisaties.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">owp-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">Maak vereisten voor algoritmes onderdeel van de Service Level Agreement</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">owk-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">Maak een noodplan voor het stoppen van het algoritme</a></td></tr></tbody></table>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/index.html
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-  <h1>Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen.</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-19</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/menselijke-controle/">Menselijke controle</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Aanbieders van AI-systemen met een hoog risico zorgen ervoor dat het AI-systeem met een hoog risico voldoet aan de toegankelijkheidseisen overeenkomstig de Richtlijnen (EU) 2016/2102 en (EU) 2019/882.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Gezien het toenemende belang en gebruik van AI-systemen moet de toepassing van universele ontwerpbeginselen op alle nieuwe technologieën en diensten zorgen voor volledige en gelijke toegang voor iedereen die mogelijk gevolgen ondervindt van of gebruikmaakt van AI-technologieën, met inbegrip van personen met een handicap, op een manier waarbij ten volle rekening wordt gehouden met hun inherente waardigheid en diversiteit. </p>
-<p>Aanbieders van AI-systemen met een hoog risico moeten daarom ervoor zorgen dat hun systeem toegankelijk is volgens de EU-richtlijnen 2016/2102 en 2019/882 en deze eisen onderdeel maken van het ontwerp. De nodige maatregelen moeten daarom zo goed mogelijk in het ontwerp van AI-systemen met een hoog risico worden geïntegreerd.</p>
-<p>In het kader van Richtlijn 2016/2102 moet onder toegankelijkheid worden verstaan het geheel van principes en technieken die in acht moeten worden genomen bij het ontwerpen, bouwen, beheren en bijwerken van websites en mobiele applicaties om hen voor gebruikers toegankelijker te maken, met name voor personen met een beperking.</p>
-<p>Bijlage 1 bevat de toegankelijkheidsvoorschriften voor producten en diensten die moeten worden toegepast op hoog-risico-AI-systemen.</p>
-<p>Richtlijn 2019/882 strekt ertoe een bijdrage te leveren tot het goed functioneren van de interne markt middels onderlinge aanpassing van de wettelijke en bestuursrechtelijke bepalingen van de lidstaten inzake de toegankelijkheidsvoorschriften voor bepaalde producten en diensten, in het bijzonder door het wegwerken en voorkomen van belemmeringen voor het vrije verkeer van onder deze richtlijn vallende producten en diensten ten gevolge van uiteenlopende toegankelijkheidsvoorschriften in de lidstaten.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3823-1-1">Artikel 16(l) Verordening Artificiële Intelligentie</a></li>
-<li>EU-richtlijn 2016/2102</li>
-<li>EU-richtlijn 2019/882</li>
-</ul>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
-<h2 id="risico">Risico</h2>
-<p>Niet naleven van deze verplichtingen kan leiden tot juridische en operationele problemen, en kan de veiligheid en betrouwbaarheid van het AI-systeem in gevaar brengen.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">owp-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">Maak vereisten voor algoritmes onderdeel van de Service Level Agreement</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">owp-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">org-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">Pas vastgestelde beleidskaders toe</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">owk-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">Maak een noodplan voor het stoppen van het algoritme</a></td></tr></tbody></table>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/index.html
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-  <h1>Hoog-risico-AI-systemen worden gebruikt volgens de gebruiksaanwijzing.</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-20</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Gebruiksverantwoordelijken van AI-systemen met een hoog risico nemen passende technische en organisatorische maatregelen om te waarborgen dat zij dergelijke systemen gebruiken in overeenstemming met de gebruiksaanwijzingen die bij de systemen zijn gevoegd, in overeenstemming met de leden 3 en 6 van artikel 26 van de AI-verordening.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>AI-systemen met een hoog risico moeten vergezeld gaan van relevante documentatie in de vorm van gebruiksaanwijzingen.</p>
-<p>Gebruiksverantwoordelijken van AI-systemen met een hoog risico moeten geschikte maatregelen nemen om ervoor te zorgen dat zij deze systemen gebruiken volgens de bijgevoegde instructies.</p>
-<p>De <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> zorgt ervoor dat de <abbr title="data die in een AI-systeem worden ingevoerd of direct door een AI-systeem worden verworven en op basis waarvan het systeem een output genereert">inputdata</abbr> relevant en voldoende representatief zijn voor het beoogde doel van het AI-systeem met een hoog risico, voor zover hij daar controle over heeft.</p>
-<h2 id="bronnen">Bronnen</h2>
-<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e4350-1-1">Artikel 26(1) Verordening Artificiële Intelligentie</a></p>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
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-<h2 id="risico">Risico</h2>
-<p>Het niet naleven van deze maatregelen kan leiden tot onjuist gebruik van de AI-systemen, wat de effectiviteit en veiligheid ervan kan verminderen, en kan resulteren in risico's voor gebruikers en derden.</p>
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-  <h1>Menselijk toezicht van hoog-risico-AI-systemen wordt uitgevoerd door mensen met voldoende kennis en mogelijkheden.</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-21</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/menselijke-controle/">Menselijke controle</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Gebruiksverantwoordelijken dragen het menselijk toezicht over een hoog risico AI-systeem op aan natuurlijke personen die over de nodige bekwaamheid, opleiding en autoriteit beschikken en de nodige ondersteuning krijgen.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Het is van belang dat natuurlijke personen die het menselijk toezicht moeten uitvoeren over het AI-systeem met een hoog risico, daarvoor over de nodige bekwaamheid, opleiding en autoriteit beschikt.
-Daarbij kan het van belang zijn dat deze natuurlijke personen ondersteuning krijgen bij het uitvoeren van deze taak.</p>
-<p>De gebruiksaanwijzing bij een hoog risico AI-systeem hoort informatie te bevatten over kenmerken, mogelijkheden en beperkingen van de prestaties van het AI-systeem bevatten. Deze informatie is relevant om te bepalen welke taken onder het bereik van menselijk toezicht kunnen worden gebracht. </p>
-<p>Deze informatie bestaat onder andere uit een beschrijving:
-- welke handelingen van de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> van invloed kunnen zijn op het gedrag en de prestaties van het systeem,
-- op grond waarvan het AI-systeem risico’s kan veroorzaken voor de gezondheid
-- veiligheid en grondrechten
-- over de wijzigingen die vooraf zijn bepaald en beoordeeld met het oog op conformiteit door de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>
-- en over de relevante maatregelen voor menselijk toezicht, waaronder de maatregelen om de interpretatie van de output van het AI-systeem door de gebruiksverantwoordelijken te vergemakkelijken.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e4350-1-1">Artikel 26(2) Verordening Artificiële Intelligentie</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3906-1-1">Artikel 27(1 sub e) Verordening Artificiële Intelligentie</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3906-1-1">Bijlage IV (2 sub e en 3) Verordening Artificiële Intelligentie</a></li>
-</ul>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Gebruiksverantwoordelijke</a></span></span></p>
-<h2 id="risico">Risico</h2>
-<p>Als de natuurlijke toezichthouder geen effectief toezicht kan houden op het hoog risico AI-systeem, kunnen ongewenste, negatieve effecten onstaan voor betrokkenen en de organisatie.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/index.html">org-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-01-benodigde-expertise-en-capaciteit/index.html">Bepaal of er genoeg experts beschikbaar zijn</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">imp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">Richt de juiste menselijke controle in van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html">imp-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html">Spreek af hoe medewerkers omgaan met het algoritme.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">imp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">Maak een openbaar besluit over de inzet van het algoritme</a></td></tr></tbody></table>
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-  <h1>De werking van hoog-risico-AI-systemen wordt gemonitord.</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-22</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/menselijke-controle/">Menselijke controle</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>De werking van hoog-risico-AI-systemen wordt gemonitord.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Gebruiksverantwoordelijken monitoren de werking van het AI-systeem met een hoog risico op basis van de gebruiksaanwijzingen en stellen in voorkomend geval de aanbieders in kennis overeenkomstig artikel 72 AI Verordening.</p>
-<p>Dit is van belang om passende maatregelen te kunnen treffen als het systeem onbedoeld anders gaat functioneren.</p>
-<p>Als gebruiksverantwoordelijken redenen hebben om aan te nemen dat het gebruik overeenkomstig de gebruiksaanwijzingen ertoe kan leiden dat dat AI-systeem een risico vormt in de zin van artikel 79, lid 1, stellen zij de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> of <abbr title="Een andere natuurlijke persoon of rechtspersoon in de toeleveringsketen dan de aanbieder of de importeur, die een AI-systeem in de Unie op de markt aanbiedt">distributeur</abbr> en de betreffende <abbr title="de nationale autoriteit die de activiteiten verricht en maatregelen neemt als bedoeld in Verordening (EU) 2019/1020">markttoezichtautoriteit</abbr> hiervan zonder onnodige vertraging in kennis en onderbreken zij het gebruik van dat systeem. </p>
-<p>Wanneer <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> een ernstig incident vaststellen, stellen zij ook onmiddellijk eerst de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> hiervan in kennis, en vervolgens de <abbr title="Een natuurlijke of rechtspersoon die zich bevindt of gevestigd is in de Unie die een AI-systeem in de handel brengt dat de naam of merknaam van een in een derde land gevestigde natuurlijke of rechtspersoon draagt">importeur</abbr> of <abbr title="Een andere natuurlijke persoon of rechtspersoon in de toeleveringsketen dan de aanbieder of de importeur, die een AI-systeem in de Unie op de markt aanbiedt">distributeur</abbr> en de betreffende markttoezichtautoriteiten van dat incident.</p>
-<p>Als de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> niet kan bereiken, is artikel 73 mutatis mutandis van toepassing. Deze verplichting geldt niet voor <abbr title="operationele gegevens met betrekking tot activiteiten op het gebied van preventie, opsporing, onderzoek of vervolging van strafbare feiten waarvan de openbaarmaking de integriteit van strafprocedures in het gedrang zou kunnen brengen">gevoelige operationele gegevens</abbr> van <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> van AI-systemen die de hoedanigheid van rechtshandhavingsinstanties hebben.</p>
-<p>Voor <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> die in de hoedanigheid van financiële instellingen onderworpen zijn aan eisen met betrekking tot hun interne governance, regelingen of processen uit hoofde van het Unierecht inzake financiële diensten, wordt de monitoringsverplichting overeenkomstig de eerste alinea geacht te zijn vervuld door te voldoen aan de regels inzake interne governance, regelingen of processen en -mechanismen uit hoofde van het desbetreffende recht inzake financiële diensten.</p>
-<h2 id="bronnen">Bronnen</h2>
-<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e4350-1-1">Artikel 26(5) Verordening Artificiële Intelligentie</a>.</p>
-<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3906-1-1">Artikel 72 Verordening Artificiële Intelligentie</a>.</p>
-<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3906-1-1">Artikel 73 Verordening Artificiële Intelligentie</a>.</p>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Gebruiksverantwoordelijke</a></span></span></p>
-<h2 id="risico">Risico</h2>
-<p>Zonder monitoring door gebruiksverantwoordelijken en (waar nodig) het informeren van <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>, <abbr title="Een andere natuurlijke persoon of rechtspersoon in de toeleveringsketen dan de aanbieder of de importeur, die een AI-systeem in de Unie op de markt aanbiedt">distributeur</abbr> of <abbr title="de nationale autoriteit die de activiteiten verricht en maatregelen neemt als bedoeld in Verordening (EU) 2019/1020">markttoezichtautoriteit</abbr>, kan de foutieve werking van een hoog risico AI-systeem niet worden gesignaleerd en hersteld.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">owk-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">Maak een noodplan voor het stoppen van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">imp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">Richt de juiste menselijke controle in van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">imp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">Maak een openbaar besluit over de inzet van het algoritme</a></td></tr></tbody></table>
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-  <h1>Logs voor hoog-risico-AI-systemen worden bewaard door de gebruiksverantwoordelijke.</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-23</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Logs voor hoog-risico-AI-systemen worden bewaard door de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr>.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Gebruiksverantwoordelijken van AI-systemen met een hoog risico bewaren de logs die automatisch worden gegenereerd door dat AI-systeem met een hoog risico voor zover dergelijke logs onder hun controle vallen gedurende een periode die passend is voor het beoogde doel van het AI-systeem met een hoog risico, of ten minste zes maanden, tenzij anders is bepaald in het toepasselijke Unie- of nationaal recht, meer in het bijzonder het Unierecht over de bescherming van persoonsgegevens</p>
-<p>Anders dan in artikel 16(e) AI-verordening, waar een vergelijkbare vereiste geldt voor aanbieders, gaat het hier om een vereiste specifiek voor de gebruiksverantwoordelijken.</p>
-<p>Het is van belang dat de gebruiksverantwoordelijken een zelfstandige beoordeling maakt wat moet worden gelogd en voor welke periode gezien de doelstelling van de inzet van het AI-systeem.</p>
-<p>Daarbij is het van belang om te beoordelen in hoeverre een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> hier 'controle' over heeft.</p>
-<p>De <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> zal, al dan niet samen met de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>, (technische) maatregelen moeten treffen om dit te realiseren.</p>
-<h2 id="bronnen">Bronnen</h2>
-<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e4350-1-1">Artikel 26(6) Verordening Artificiële Intelligentie</a></p>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Gebruiksverantwoordelijke</a></span></span></p>
-<h2 id="risico">Risico</h2>
-<p>Het niet of onvoldoende bewaren van logs kan het vermogen belemmeren om incidenten te analyseren, naleving te controleren en verantwoordelijkheid vast te stellen bij mogelijke problemen met het AI-systeem.</p>
-<h2 id="maatregelen">Maatregelen</h2>
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-  <h1>Werknemers weten dat hun organisatie een hoog-risico AI-systeem gebruikt.</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-24</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Werknemers weten dat hun organisatie een hoog-risico AI-systeem gebruikt.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Voordat een AI-systeem met een hoog risico op de werkplek in gebruik wordt gesteld of wordt gebruikt, delen gebruiksverantwoordelijken die werkgever zijn werknemersvertegenwoordigers en de betrokken werknemers mee dat zij zullen worden onderworpen aan het gebruik van het AI-systeem met een hoog risico.</p>
-<p>Deze informatie wordt, indien van toepassing, verstrekt in overeenstemming met de in het Unie- en nationaal recht vastgelegde regels en procedures en de praktijk inzake informatie van werknemers en hun vertegenwoordigers.</p>
-<p>Dit vereiste benadrukt het belang van het informeren van werknemersvertegenwoordigers en betrokken werknemers over de inzet van een hoog risico AI-systeem op de werkplaats.</p>
-<p>De <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> als werknemer dient hier zorg voor te dragen.</p>
-<h2 id="bronnen">Bronnen</h2>
-<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e4350-1-1">Artikel 26(7) Verordening Artificiële Intelligentie</a></p>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
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-<h2 id="risico">Risico</h2>
-<p>Als werknemersvertegenwoordigers en werknemers niet worden geïnformeerd over de inzet van een hoog risico AI-systeem, kunnen zij zich niet weren tegen mogelijk ongewenste en negatieve effecten van de inzet van het hoog risico AI-systeem.</p>
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-  <h1>Gebruiksverantwoordelijken controleren de registratie van het hoog-risico AI-systeem in de EU-databank.</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-25</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Gebruiksverantwoordelijken controleren de registratie van het hoog-risico AI-systeem in de EU-databank.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Het is van belang dat gebruiksverantwoordelijken nagaan of het betreffende hoog risico AI-systeem door <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> is geregistreerd in de EU-databank (zoals omschreven in artikel 71 AI-verordening).</p>
-<p>Voordat het betreffende AI-systeem (bijlage III vermeld AI-systeem met een hoog risico) in gebruik te stellen of te gebruiken (met uitzondering van de in punt 2 van bijlage III vermelde AI-systemen met een hoog risico) registreren gebruiksverantwoordelijken die overheidsinstanties, instellingen, organen of instanties van de Unie, of personen die namens hen optreden, zichzelf en selecteren zij het systeem en registreren zij het gebruik ervan in de in <a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e7019-1-1">artikel 71</a> bedoelde EU-databank.</p>
-<p>Heeft de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> het betreffende hoog risico AI-systeem niet geregistreerd in de EU-Databank, dan mag het hoog risico AI-systeem niet worden gebruikt.
-De <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> of <abbr title="Een andere natuurlijke persoon of rechtspersoon in de toeleveringsketen dan de aanbieder of de importeur, die een AI-systeem in de Unie op de markt aanbiedt">distributeur</abbr> wordt door de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> geïnformeerd dat het systeem niet is geregistreerd in de EU-databank.</p>
-<p>AI-systemen met een hoog risico als bedoeld in punt 2 van bijlage III (<abbr title="kritieke infrastructuur zoals gedefinieerd in artikel 2, punt 4, van Richtlijn (EU) 2022/2557">kritieke infrastructuur</abbr>) worden op nationaal niveau geregistreerd.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e4350-1-1">Artikel 26(8) Verordening Artificiële Intelligentie</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e5358-1-1">Artikel 49 (3) Verordening Artificiële Intelligentie</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e7019-1-1">Artikel 71 Verordening Artificiële Intelligentie</a></li>
-</ul>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
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-  <h1>Mensen over wie besluiten worden genomen door een hoog-risico-AI-systemen, krijgen op verzoek informatie over deze besluiten</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-26</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/fundamentele-rechten/">Fundamentele rechten</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Mensen over wie besluiten worden genomen door een hoog-risico-AI-systemen, krijgen op verzoek informatie over deze besluiten.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Elke getroffen persoon op wie een besluit van toepassing is dat door de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> wordt genomen op basis van de output van een in bijlage III vermeld AI-systeem met een hoog risico, met uitzondering van systemen die in punt 2 van die bijlage zijn vermeld, en dat rechtsgevolgen heeft voor die persoon, of op deze op vergelijkbare wijze aanzienlijke invloed heeft die hij of zij als nadelige gevolgen voor zijn of haar gezondheid, veiligheid of grondrechten beschouwt, heeft het recht om van de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> duidelijke, inhoudelijke toelichting te verkrijgen bij de rol van het AI-systeem in de besluitvormingsprocedure en de voornaamste elementen van het genomen besluit.</p>
-<p>Die uitleg moet duidelijk en zinvol zijn en moet de grondslag zijn waarop de getroffen personen zich kunnen baseren om hun rechten uit te oefenen.</p>
-<p>Het recht om uitleg te krijgen mag niet van toepassing zijn op het gebruik van AI-systemen waarvoor uitzonderingen of beperkingen voortvloeien uit het Unierecht of het nationale recht en moet alleen van toepassing zijn voor zover het Unierecht niet reeds in dit recht voorziet.</p>
-<p>Dit vereiste geldt bijvoorbeeld niet als het gaat om AI-systemen die bedoeld zijn om te worden gebruikt als <abbr title="Een component van een product of systeem die een veiligheidsfunctie voor dat product of systeem vervult of waarvan het falen of gebrekkig functioneren de gezondheid en veiligheid van personen of eigendom in gevaar brengt">veiligheidscomponent</abbr> bij het beheer of de exploitatie van kritieke digitale infrastructuur, wegverkeer of bij de levering van water, gas, verwerking en electriciteit (punt 2 bij Bijlage III van AI-verordening).</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e7761-1-1">Artikel 86(1) Verordening Artificiële Intelligentie</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e4350-1-1">Artikel 26(11) Verordening Artificiële Intelligentie</a></li>
-<li><a href="">Bijlage III Verordening Artificiële Intelligentie</a></li>
-</ul>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
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-<h2 id="risico">Risico</h2>
-<p>Als <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> geen duidelijke, inhoudelijke toelichting geeft over de rol van het AI-systeem in de besluitvormingsprocedure en de voornaamste elementen bij het genomen besluit, is het voor getroffen personen niet mogelijk zich te verdedigen tegen de rechtsgevolgen die hieruit voortkomen of de nadelige gevolgen voor gezondheid, veiligheid of diens grondrechten.</p>
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-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html">owp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html">Pas uitlegbaarheidstechnieken toe en evalueer en valideer deze.</a></td></tr></tbody></table>
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-  <h1>Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-27</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/fundamentele-rechten/">Fundamentele rechten</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Voordat een AI-systeem met een hoog risico als bedoeld in artikel 6, lid 2 AI-verordening, in gebruik wordt genomen, met uitzondering van AI-systemen met een hoog risico die bedoeld zijn om te worden gebruikt op het in punt 2 van bijlage III vermelde gebied, voeren operatoren die publiekrechtelijke instellingen zijn of particuliere entiteiten zijn die openbare diensten verlenen, en operatoren van AI-systemen met een hoog risico als bedoeld in bijlage III, punt 5, onder b) en c), een beoordeling uit van de gevolgen voor de grondrechten die het gebruik van een dergelijk systeem kan opleveren.</p>
-<p>Publieke instellingen of particuliere entiteiten die openbare diensten leveren, en operators van bepaalde AI-systemen, moeten dus een beoordeling uitvoeren van de impact op de grondrechten die het gebruik ervan kan hebben.</p>
-<p>Deze evaluatie is bedoeld om potentiële risico's te identificeren die kunnen voortvloeien uit het gebruik van dergelijke systemen en om passende maatregelen te nemen om deze risico's te beheersen.</p>
-<p>Het doel is om de bescherming van grondrechten te waarborgen bij het gebruik van AI-systemen met een hoog risico, met name in sectoren waar deze systemen cruciale diensten leveren aan het publiek.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e4433-1-1">Artikel 27(1) Verordening Artificiële Intelligentie</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e2986-1-1">Artikel 6.2 Verordening Artificiële Intelligentie</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e38-127-1">Bijlage III.2 en III.5 Verordening Artificiële Intelligentie</a></li>
-<li><a href="https://www.government.nl/documents/reports/2022/03/31/impact-assessment-fundamental-rights-and-algorithms">Impact Assessment Mensenrechten en Algoritmes</a></li>
-</ul>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
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-<h2 id="risico">Risico</h2>
-<p>Het niet uitvoeren van deze beoordeling kan leiden tot schendingen van de grondrechten, juridische complicaties en verlies van vertrouwen van het publiek in het gebruik van AI-systemen door overheids- en openbare dienstverlenende entiteiten.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html">org-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-12-periodieke-evaluatie-kwaliteit/index.html">Controleer en verbeter regelmatig de kwaliteit van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">owp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">Inventariseer welke grondrechten het algoritme kan schenden en maak een belangenafweging</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">owk-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">Maak een noodplan voor het stoppen van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">Toets het algoritme op bias</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">imp-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">Doe aselecte steekproeven om algoritmes met 'risicogestuurde selectie’ te controleren</a></td></tr></tbody></table>
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-<h2 id="hulpmiddelen">Hulpmiddelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">Hulpmiddelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/IAMA/index.html">Impact Assessment Mensenrechten en Algoritmes</a></td></tr></tbody></table>
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-  <h1>AI-systemen worden zo ontworpen en gebruikt, dat mensen begrijpen wanneer zij met een AI-systeem communiceren en welke content gemaakt is door een AI-systeem.</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-28</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>AI-systemen worden zo ontworpen en gebruikt, dat mensen begrijpen wanneer zij met een AI-systeem communiceren en welke content gemaakt is door een AI-systeem.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Aanbieders van AI-systemen zorgen dat AI-sytemen zodanig worden ontworpen en ontwikkeld dat de betrokken natuurlijke personen worden geïnformeerd dat zij interacteren met een AI-systeem. </p>
-<p>Gebruiksverantwoordelijken moeten betrokkenen informeren over de werking van het systeem en in het geval van een AI-systeem dat content gegenereert duidelijk kenbaar maken dat de content kunstmatig is gegenereerd of gemanipuleerd.</p>
-<p>Dit geldt voor AI-systemen die:</p>
-<ul>
-<li>gebruikt worden voor directe interactie met natuurlijke personen (zoals chatbots). </li>
-<li>synthetische afbeeldingen, audio, video of tekst genereert en/of manipuleert (bijvoorbeeld <abbr title="door AI gegenereerd of gemanipuleerd beeld-, audio- of videomateriaal dat een gelijkenis vertoont met bestaande personen, voorwerpen, plaatsen, entiteiten of gebeurtenissen, en door een persoon ten onrechte voor authentiek of waarheidsgetrouw zou worden aangezien">deepfake</abbr>).</li>
-<li>doen aan emotieherkenning of biometrische categorisatie.</li>
-</ul>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e5426-1-1">Artikel 50 Verordening Artificiële Intelligentie</a></li>
-<li>Overweging 132 Verordening Artificiële Intelligentie</li>
-<li>Overweging 134 Verordening Artificiële Intelligentie</li>
-</ul>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/#risicogroepen-ai-systemen" title="Risicogroep"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 14h-2V9h2m0 9h-2v-2h2M1 21h22L12 2z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/#risicogroepen-ai-systemen">hoog risico AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/#risicogroepen-ai-systemen" title="Risicogroep"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 14h-2V9h2m0 9h-2v-2h2M1 21h22L12 2z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/#risicogroepen-ai-systemen">geen hoog risico AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
-<h2 id="risico">Risico</h2>
-<p>Bepaalde AI-systemen die bedoeld zijn om met natuurlijke personen te interageren of om content te genereren, kunnen specifieke risico’s op imitatie of misleiding met zich meebrengen, ongeacht of zij als systeem met een hoog risico gelden. </p>
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-  <h1>AI-modellen voor algemene doeleinden zijn voorzien van voldoende technische documentatie en informatie.</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-29</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p><abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-modellen voor algemene doeleinden</abbr> zijn voorzien van voldoende technische documentatie en informatie.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Aanbieders van <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-modellen voor algemene doeleinden</abbr> hebben een bijzondere rol en verantwoordelijkheid.</p>
-<p>Zij leveren modellen die de basis kunnen vormen voor weer andere systemen en algoritmen, die vaak weer door andere partijen worden aangeboden dan de ontwikkelaar van het algemene systeem. Dit vraagt om een goed inzicht in de modellen en hun capaciteiten, zowel qua integratie van de modellen in producten als qua naleving van verplichtingen.</p>
-<p>Er zijn daarom evenredige transparantiemaatregelen nodig, zoals het opstellen en bijwerken van documentatie en verstrekken van informatie over het AI-model voor algemeen gebruik door de aanbieders van systemen die de algemene modellen gebruiken in hun product. De minimaal in de documentatie op te nemen elementen moeten worden vastgelegd volgens bijlage XII van de AI-Verordening.</p>
-<p>De <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> van het <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-model voor algemene doeleinden</abbr> dient technische documentatie op te stellen en bij te werken om deze op verzoek te kunnen overleggen aan het <abbr title="De taak van de Commissie waarbij zij bijdraagt aan de uitvoering van, de monitoring van en het toezicht op AI-systemen en AI-modellen voor algemene doeleinden, en AI-governance, als bepaald in het besluit van de Commissie van 24 januari 2024; verwijzingen in deze verordening naar het AI-bureau worden begrepen als verwijzingen naar de Commissie">AI-bureau</abbr> en de nationale bevoegde autoriteiten.</p>
-<p>Hierbij is het ook van belang dat de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> van AI-modellen voor algemene doelstelling beleid opstellen voor naleving van auteursrechten en naburige rechten (artikel 4, lid 3 Richtlijn (EU) 2019/790).</p>
-<p>In art. 53 lid 2 wordt een uitzondering gemaakt op deze vereisten.</p>
-<h2 id="bronnen">Bronnen</h2>
-<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e5576-1-1">Artikel 53 Verordening Artificiële Intelligentie</a></p>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-model voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
-<h2 id="risico">Risico</h2>
-<p>Het niet voldoen aan deze verplichtingen kan leiden tot juridische en ethische complicaties, inclusief schendingen van auteursrechten en gebrek aan transparantie in het gebruik van AI-modellen.</p>
-<h2 id="maatregelen">Maatregelen</h2>
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-  <h1>Aanbieders van AI-modellen voor algemene doeleinden met een systeemrisico treffen extra maatregelen.</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-30</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Aanbieders van <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-modellen voor algemene doeleinden</abbr> met een <abbr title="een risico dat specifiek is voor de capaciteiten met een grote impact van AI-modellen voor algemene doeleinden, die aanzienlijke gevolgen hebben voor de markt van de Unie vanwege hun bereik, of vanwege feitelijke of redelijkerwijs te voorziene negatieve gevolgen voor de gezondheid, de veiligheid, de openbare veiligheid, de grondrechten of de samenleving als geheel, en dat op grote schaal in de hele waardeketen kan worden verspreid">systeemrisico</abbr> treffen extra maatregelen.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>De aanbieders van <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-modellen voor algemene doeleinden</abbr> die <abbr title="een risico dat specifiek is voor de capaciteiten met een grote impact van AI-modellen voor algemene doeleinden, die aanzienlijke gevolgen hebben voor de markt van de Unie vanwege hun bereik, of vanwege feitelijke of redelijkerwijs te voorziene negatieve gevolgen voor de gezondheid, de veiligheid, de openbare veiligheid, de grondrechten of de samenleving als geheel, en dat op grote schaal in de hele waardeketen kan worden verspreid">systeemrisico</abbr>’s inhouden, moeten, naast de verplichtingen voor aanbieders van <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-modellen voor algemene doeleinden</abbr>, onderworpen worden aan verplichtingen die gericht zijn op het identificeren en beperken van die <abbr title="een risico dat specifiek is voor de capaciteiten met een grote impact van AI-modellen voor algemene doeleinden, die aanzienlijke gevolgen hebben voor de markt van de Unie vanwege hun bereik, of vanwege feitelijke of redelijkerwijs te voorziene negatieve gevolgen voor de gezondheid, de veiligheid, de openbare veiligheid, de grondrechten of de samenleving als geheel, en dat op grote schaal in de hele waardeketen kan worden verspreid">systeemrisico</abbr>’s en op waarborging van een passend niveau van cyberbeveiliging, ongeacht of het model een op zichzelf staand model is of ingebed in een AI-systeem of in een product.</p>
-<p>Aanbieders van <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-modellen voor algemene doeleinden</abbr> met een potentieel <abbr title="een risico dat specifiek is voor de capaciteiten met een grote impact van AI-modellen voor algemene doeleinden, die aanzienlijke gevolgen hebben voor de markt van de Unie vanwege hun bereik, of vanwege feitelijke of redelijkerwijs te voorziene negatieve gevolgen voor de gezondheid, de veiligheid, de openbare veiligheid, de grondrechten of de samenleving als geheel, en dat op grote schaal in de hele waardeketen kan worden verspreid">systeemrisico</abbr> moeten modelevaluaties uitvoeren. Dit omvat het testen en documenteren van het model volgens de stand van de techniek, met specifieke aandacht voor het identificeren en beperken van kwetsbaarheden. Deze maatregelen zijn bedoeld om systematische risico's te adresseren en te verminderen. Deze vereiste is een aanvulling op de genoemde verplichtingen in artikel 53 van de AI-verordening.</p>
-<p>Systeemrisico betekent: een risico dat specifiek is voor de <abbr title="capaciteiten die overeenkomen met of groter zijn dan de capaciteiten die worden opgetekend bij de meest geavanceerde AI-modellen voor algemene doeleinden.">capaciteiten met een grote impact</abbr> van AI-modellen voor algemene doeleienden, die aanzienlijke gevolgen hebben voor de markt van de Uniek vanwege hun bereik, of vanwege feitelijke of redelijkerwijs te voorziene negatieve gevolgen voor de gezondheid, de veiligheid, de openbare veiligheid, de grondrechten of de samenleving als geheel, en dat op grote schaal in de hele waardeketen kan worden verspreid.</p>
-<p>Systeemrisico’s nemen logischerwijs toe naargelang de capaciteiten en het bereik van een model groter zijn, kunnen zich voordoen gedurende de gehele levenscyclus van het model en worden beïnvloed door elementen als misbruik van het model, de betrouwbaarheid, billijkheid, beveiliging en mate van autonomie ervan. Ook worden ze beïnvloed door de toegang van het model tot instrumenten, nieuwe of gecombineerde modaliteiten, introductie- en distributiestrategieën, en door het potentieel om waarborgen te omzeilen en andere factoren.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e5730-1-1">Artikel 55 Verordening Artificiële Intelligentie</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3906-1-1">Overweging 110 Verordening Artificiële Intelligentie</a></li>
-</ul>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-model voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
-<h2 id="risico">Risico</h2>
-<p>Niet voldoen aan deze verplichtingen kan leiden tot negatieve gevolgen voor de gezondheid, veiligheid, de openbare veiligheid, de grondrechten of de samenleving als geheel.</p>
-<h2 id="maatregelen">Maatregelen</h2>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-31</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Als <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-modellen voor algemene doeleinden</abbr> met <abbr title="een risico dat specifiek is voor de capaciteiten met een grote impact van AI-modellen voor algemene doeleinden, die aanzienlijke gevolgen hebben voor de markt van de Unie vanwege hun bereik, of vanwege feitelijke of redelijkerwijs te voorziene negatieve gevolgen voor de gezondheid, de veiligheid, de openbare veiligheid, de grondrechten of de samenleving als geheel, en dat op grote schaal in de hele waardeketen kan worden verspreid">systeemrisico</abbr>’s ernstige incidenten veroorzaken, wordt dit gedocumenteerd en gerapporteerd.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Aanbieders van <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-modellen voor algemene doeleinden</abbr> met een <abbr title="een risico dat specifiek is voor de capaciteiten met een grote impact van AI-modellen voor algemene doeleinden, die aanzienlijke gevolgen hebben voor de markt van de Unie vanwege hun bereik, of vanwege feitelijke of redelijkerwijs te voorziene negatieve gevolgen voor de gezondheid, de veiligheid, de openbare veiligheid, de grondrechten of de samenleving als geheel, en dat op grote schaal in de hele waardeketen kan worden verspreid">systeemrisico</abbr> moeten ernstige incidenten documenteren en rapporteren.
-Deze informatie moet onmiddellijk worden gemeld aan het <abbr title="De taak van de Commissie waarbij zij bijdraagt aan de uitvoering van, de monitoring van en het toezicht op AI-systemen en AI-modellen voor algemene doeleinden, en AI-governance, als bepaald in het besluit van de Commissie van 24 januari 2024; verwijzingen in deze verordening naar het AI-bureau worden begrepen als verwijzingen naar de Commissie">AI-bureau</abbr> en eventueel aan nationale autoriteiten.</p>
-<p>Dit proces is cruciaal voor het waarborgen van de veiligheid en het nemen van passende corrigerende maatregelen.
-Dit vereiste is een aanvulling op de in artikel 53 AI-verordening genoemde verplichtingen.</p>
-<h2 id="bronnen">Bronnen</h2>
-<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e5730-1-1">Artikel 55(1c) Verordening Artificiële Intelligentie</a></p>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-model voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
-<h2 id="risico">Risico</h2>
-<p>Niet voldoen aan deze verplichtingen kan leiden tot risico's op veiligheidsincidenten, datalekken en schade aan de betrokken partijen en het publiek.</p>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-32</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p><abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-modellen voor algemene doeleinden</abbr> met <abbr title="een risico dat specifiek is voor de capaciteiten met een grote impact van AI-modellen voor algemene doeleinden, die aanzienlijke gevolgen hebben voor de markt van de Unie vanwege hun bereik, of vanwege feitelijke of redelijkerwijs te voorziene negatieve gevolgen voor de gezondheid, de veiligheid, de openbare veiligheid, de grondrechten of de samenleving als geheel, en dat op grote schaal in de hele waardeketen kan worden verspreid">systeemrisico</abbr>’s zijn voldoende beveiligd tegen cyberaanvallen.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Aanbieders van <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-modellen voor algemene doeleinden</abbr> met een <abbr title="een risico dat specifiek is voor de capaciteiten met een grote impact van AI-modellen voor algemene doeleinden, die aanzienlijke gevolgen hebben voor de markt van de Unie vanwege hun bereik, of vanwege feitelijke of redelijkerwijs te voorziene negatieve gevolgen voor de gezondheid, de veiligheid, de openbare veiligheid, de grondrechten of de samenleving als geheel, en dat op grote schaal in de hele waardeketen kan worden verspreid">systeemrisico</abbr> zorgen voor een passend niveau van cyberbeveiligingsbescherming voor het <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-model voor algemene doeleinden</abbr> met een <abbr title="een risico dat specifiek is voor de capaciteiten met een grote impact van AI-modellen voor algemene doeleinden, die aanzienlijke gevolgen hebben voor de markt van de Unie vanwege hun bereik, of vanwege feitelijke of redelijkerwijs te voorziene negatieve gevolgen voor de gezondheid, de veiligheid, de openbare veiligheid, de grondrechten of de samenleving als geheel, en dat op grote schaal in de hele waardeketen kan worden verspreid">systeemrisico</abbr> en de fysieke infrastructuur van het model.</p>
-<p>Aanbieders van AI-modellen met <abbr title="een risico dat specifiek is voor de capaciteiten met een grote impact van AI-modellen voor algemene doeleinden, die aanzienlijke gevolgen hebben voor de markt van de Unie vanwege hun bereik, of vanwege feitelijke of redelijkerwijs te voorziene negatieve gevolgen voor de gezondheid, de veiligheid, de openbare veiligheid, de grondrechten of de samenleving als geheel, en dat op grote schaal in de hele waardeketen kan worden verspreid">systeemrisico</abbr> moeten zorgen voor passende cyberbeveiligingsmaatregelen. Dit omvat het beschermen van zowel het AI-model als de fysieke infrastructuur tegen potentiële cyberdreigingen.</p>
-<p>Het doel is om de integriteit en veiligheid van het model en de infrastructuur te waarborgen. Dit vereiste is een aanvulling op de in artikel 53 AI-verordening genoemde verplichtingen.</p>
-<h2 id="bronnen">Bronnen</h2>
-<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e5730-1-1">Artikel 55(1d) Verordening Artificiële Intelligentie</a></p>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-model voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
-<h2 id="risico">Risico</h2>
-<p>Niet voldoen aan deze verplichtingen kan leiden tot risico's op veiligheidsincidenten, datalekken en schade aan de betrokken partijen en het publiek.</p>
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-  <h1>AI-testomgevingen die persoonsgegevens verwerken, voldoen aan strenge voorwaarden.</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-33</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/data/">Data</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>AI-testomgevingen die persoonsgegevens verwerken, voldoen aan strenge voorwaarden.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>De rechtmatige verwerking van persoonsgegevens voor andere doeleinden voor het ontwikkelen, trainen en testen van AI-modellen is mogelijk, maar het moet voldoen aan strikte voorwaarden die zijn opgenomen in artikel 57 AI-Verordening. Hiervoor is een AI-testomgeving noodzakelijk, waarin maatregelen of kunnen worden getroffen om de data veilig te verwerken. </p>
-<p>Persoonsgegevens die in de testomgeving worden aangemaakt mogen niet buiten de testomgeving worden gedeeld en logbestanden worden bijgehouden voor de duur van de deelname aan de testomgeving.</p>
-<p>Voor toepassingen voor het verder verwerken van gegevens kan worden gedacht aan het ontwikkelen van een AI-systeem zodat een overheidsinstantie of een andere natuurlijke of rechtspersoon een aanzienlijk openbaar belang kan waarborgen, bijvoorbeeld op het gebied van kwaliteit van milieu, duurzaamheid, openbare veiligheid en gezondheid.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e5884-1-1">Artikel 57 Verordening Artificiële Intelligentie</a></li>
-</ul>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-model voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Gebruiksverantwoordelijke</a></span></span></p>
-<h2 id="risico">Risico</h2>
-<p>Verdere verwerking van persoonsgegevens buiten een AI-testomgeving vergroot de kans op bijvoorbeeld het lekken van de persoonsgegevens, wat kan leiden tot een inbreuk op de privacyrechten van betrokken.</p>
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-  <h1>Hoog-risico-AI-systemen zijn voorzien van een monitoringsysteem.</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-34</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Hoog-risico-AI-systemen zijn voorzien van een monitoringsysteem.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Aanbieders moeten een monitoringssysteem opzetten voor het monitoren na het <abbr title="Het voor het eerst in de Unie op de markt aanbieden van een AI-systeem of een AI-model voor algemene doeleinden">in de handel brengen</abbr> van het AI-systeem.</p>
-<p>Dit systeem moet documenteren op een wijze die passend is bij de aard van de AI-technologieën en de risico's van het betreffende AI-systeem met een hoog risico.
-Dit monitoringssysteem moet proportioneel zijn aan de complexiteit en potentiële impact van het AI-systeem.</p>
-<p>Het <abbr title="alle door aanbieders van AI-systemen verrichte activiteiten voor het verzamelen en evalueren van ervaringen met door hen in de handel gebrachte of in gebruik gestelde AI-systemen, teneinde te kunnen vaststellen of er onmiddellijk corrigerende dan wel preventieve maatregelen nodig zijn">systeem voor monitoring na het in de handel brengen</abbr> verzamelt, documenteert en analyseert actief en systematisch relevante data die door gebruiksverantwoordelijken kunnen zijn verstrekt of via andere bronnen kunnen zijn verzameld, over de prestaties van AI-systemen met een hoog risico gedurende hun hele levensduur.</p>
-<p>Dit stelt de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> in staat na te gaan of AI-systemen blijvend voldoen aan de in hoofdstuk III, afdeling 2, van de AI-verordening vermelde voorschriften.
-In voorkomend geval omvat de monitoring na het <abbr title="Het voor het eerst in de Unie op de markt aanbieden van een AI-systeem of een AI-model voor algemene doeleinden">in de handel brengen</abbr> een analyse van de interactie met andere AI-systemen.
-Deze verplichting geldt niet voor <abbr title="operationele gegevens met betrekking tot activiteiten op het gebied van preventie, opsporing, onderzoek of vervolging van strafbare feiten waarvan de openbaarmaking de integriteit van strafprocedures in het gedrang zou kunnen brengen">gevoelige operationele gegevens</abbr> van gebruiksverantwoordelijken die rechtshandhavingsinstanties zijn.</p>
-<p>Het <abbr title="alle door aanbieders van AI-systemen verrichte activiteiten voor het verzamelen en evalueren van ervaringen met door hen in de handel gebrachte of in gebruik gestelde AI-systemen, teneinde te kunnen vaststellen of er onmiddellijk corrigerende dan wel preventieve maatregelen nodig zijn">systeem voor monitoring na het in de handel brengen</abbr> is gebaseerd op een plan voor monitoring na het <abbr title="Het voor het eerst in de Unie op de markt aanbieden van een AI-systeem of een AI-model voor algemene doeleinden">in de handel brengen</abbr>.
-Het plan voor monitoring na het <abbr title="Het voor het eerst in de Unie op de markt aanbieden van een AI-systeem of een AI-model voor algemene doeleinden">in de handel brengen</abbr> maakt deel uit van de in bijlage IV bedoelde technische documentatie.</p>
-<h2 id="bronnen">Bronnen</h2>
-<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e7075-1-1">Artikel 72(1) Verordening Artificiële Intelligentie</a></p>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
-<h2 id="risico">Risico</h2>
-<p>Zonder monitoringssysteem voor na het in handel brengen is er een risico dat verminderde pestaties van een AI-systeem met hoog risico ongedeteceerd blijven.
-Een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> kan niet nagaan of een AI-systeem blijvend voldoet aan voorschriften.</p>
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-  <h1>Ernstige incidenten door hoog-risico-AI-systemen worden gemeld aan de toezichthouder.</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-35</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Ernstige incidenten door hoog-risico-AI-systemen worden gemeld aan de toezichthouder.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Aanbieders van AI-systemen met een hoog risico die binnen de EU worden verhandeld, moeten ernstige incidenten melden bij de markttoezichtautoriteiten van de lidstaten waar het incident heeft plaatsgevonden. Het doel is om de veiligheid en betrouwbaarheid van AI-systemen te waarborgen en mogelijke risico's voor gebruikers te minimaliseren.</p>
-<p>Dit meldingsproces is bedoeld om snel en adequaat te reageren op ernstige incidenten die zich voordoen bij het gebruik van deze AI-systemen, en om passende maatregelen te nemen ter bescherming van de consumenten en het publiek. Een 'ernstig incident' wordt in artikel 3 van de AI-verordening gedefinieerd als: een incident of gebrekkig functioneren van een AI-systeem dat direct of indirect leidt tot: </p>
-<ol>
-<li>het overlijden van een persoon of ernstige schade voor de gezondheid van een persoon;</li>
-<li>een ernstige en onomkeerbare verstoring van het beheer of de exploitatie van <abbr title="kritieke infrastructuur zoals gedefinieerd in artikel 2, punt 4, van Richtlijn (EU) 2022/2557">kritieke infrastructuur</abbr>;</li>
-<li>een schending van de uit het recht van de Unie voortvloeiende verplichtingen ter bescherming van de grondrechten;</li>
-<li>ernstige schade aan eigendommen of het milieu.</li>
-</ol>
-<h2 id="bronnen">Bronnen</h2>
-<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e7117-1-1">Artikel 73(1) Verordening Artificiële Intelligentie</a></p>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
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-<h2 id="risico">Risico</h2>
-<p>Het niet melden van ernstige incidenten kan leiden tot vertraagde reactie op potentiële gevaren voor gebruikers en kan het vertrouwen in AI-systemen ondermijnen.</p>
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-  <h1>Klokkenluiders kunnen veilig melden dat een organisatie zich niet houdt aan de AI-verordening.</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-36</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/menselijke-controle/">Menselijke controle</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Klokkenluiders kunnen veilig melden dat een organisatie zich niet houdt aan de AI-verordening.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Inbreuken op de AI-Verordening moeten gemeld kunnen worden en melders moeten dit op een veilige en vertrouwelijke manier kunnen doen, zoals beschreven in Richtlijn (EU) 2019/1937.</p>
-<p>Personen die optreden als klokkenluiders bij inbreuken op de AI-verordening, moeten worden beschermd uit hoofde van het Unierecht. Richtlijn (EU) 2019/1937 (https://eur-lex.europa.eu/legal-content/NL/LSU/?uri=CELEX:32019L1937) van het Europees Parlement en de Raad moet daarom van toepassing zijn.</p>
-<p>De richtlijn biedt een kader voor het veilig en vertrouwelijk melden van schendingen van de verordening, terwijl het de melders ("klokkenluiders") beschermt tegen represailles of vervolging. Deze richtlijn bevordert transparantie en verantwoording binnen organisaties en draagt bij aan een cultuur van naleving en integriteit.</p>
-<h2 id="bronnen">Bronnen</h2>
-<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e7782-1-1">Artikel 87 Verordening Artificiële Intelligentie</a></p>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-model voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Gebruiksverantwoordelijke</a></span></span></p>
-<h2 id="risico">Risico</h2>
-<p>Gebrek aan een veilige omgeving kan ertoe leiden dat klokkenluiders geen melding maken van inbreuk op de AI-verordening. Dit schaadt het rapportagesysteem en heeft negatief effect op het maatschappelijk welzijn.</p>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-37</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/fundamentele-rechten/">Fundamentele rechten</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Aanbieders verder in de AI-waardeketen hebben het recht een klacht in te dienen wegens inbreuk op de AI verordening bij het <abbr title="De taak van de Commissie waarbij zij bijdraagt aan de uitvoering van, de monitoring van en het toezicht op AI-systemen en AI-modellen voor algemene doeleinden, en AI-governance, als bepaald in het besluit van de Commissie van 24 januari 2024; verwijzingen in deze verordening naar het AI-bureau worden begrepen als verwijzingen naar de Commissie">AI-bureau</abbr>.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Aanbieders verder in de AI-waardeketen hebben het recht om een klacht in te dienen bij het <abbr title="De taak van de Commissie waarbij zij bijdraagt aan de uitvoering van, de monitoring van en het toezicht op AI-systemen en AI-modellen voor algemene doeleinden, en AI-governance, als bepaald in het besluit van de Commissie van 24 januari 2024; verwijzingen in deze verordening naar het AI-bureau worden begrepen als verwijzingen naar de Commissie">AI-bureau</abbr> in het geval van een inbreuk op de AI-verordening.</p>
-<p>Dit biedt hen een mechanisme om actie te ondernemen bij schendingen van de regels met betrekking tot <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-modellen voor algemene doeleinden</abbr> die zij geïntrigeerd hebben in AI-systemen.</p>
-<p>Het <abbr title="De taak van de Commissie waarbij zij bijdraagt aan de uitvoering van, de monitoring van en het toezicht op AI-systemen en AI-modellen voor algemene doeleinden, en AI-governance, als bepaald in het besluit van de Commissie van 24 januari 2024; verwijzingen in deze verordening naar het AI-bureau worden begrepen als verwijzingen naar de Commissie">AI-bureau</abbr> kan dan passende maatregelen nemen om de naleving van de verordening te handhaven en eventuele geschillen tussen aanbieders op te lossen.</p>
-<h2 id="bronnen">Bronnen</h2>
-<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e7817-1-1">Artikel 89(2) Verordening Artificiële Intelligentie</a></p>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<h2 id="risico">Risico</h2>
-<p>Gebrek aan klachtrecht verhindert het <abbr title="De taak van de Commissie waarbij zij bijdraagt aan de uitvoering van, de monitoring van en het toezicht op AI-systemen en AI-modellen voor algemene doeleinden, en AI-governance, als bepaald in het besluit van de Commissie van 24 januari 2024; verwijzingen in deze verordening naar het AI-bureau worden begrepen als verwijzingen naar de Commissie">AI-bureau</abbr> om tijdig en zorgvuldig te kunnen ingrijpen bij overtreding van de AI-verordening.</p>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-39-beleid-naleven-auteurs-en-naburige-rechten/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-39-beleid-naleven-auteurs-en-naburige-rechten/index.html
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-  <h1>Er is beleid opgesteld ter naleving van auteursrechten en naburige rechten door aanbieders van AI-modellen voor algemene doeleinden.</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-29</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Er is beleid opgesteld ter naleving van auteursrechten en naburige rechten door aanbieders van <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-modellen voor algemene doeleinden</abbr>.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Aanbieders van <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-modellen voor algemene doeleinden</abbr> stellen beleid op ter naleving van het Unierecht inzake auteursrechten en naburige rechten en dan met name ter vaststelling en naleving, onder meer door middel van geavanceerde technologieën, van een op grond van artikel 4, lid 3, van Richtlijn (EU) 2019/790 tot uitdrukking gebracht voorbehoud van rechten.</p>
-<p>Hiervoor dient de rechthebbende van materialen die auteursrechtelijk zijn beschermd een uitdrukkelijk voorbehoud te hebben gemaakt voor het verder gebruik van deze materialen. </p>
-<p>Deze eis geldt ongeacht de jurisdictie waarin de auteursrechtelijke relevante handelingen plaatsvinden die helpen bij het trainen van die AI-modellen voor algemene doeleienden.</p>
-<p>Alleen op deze manier kan gezorgd worden voor een gelijk speelveld voor aanbieders van <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-modellen voor algemene doeleinden</abbr>, waar geen enkele <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> zich een concurrentievoordeel op de Uniemarkt mag kunnen verschaffen met lagere auteursrechtelijke normen dan de in de Unie toepasselijke normen.</p>
-<p>Voor een grotere transparantie ten aanzien van de bij de pre-training en training van <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-modellen voor algemene doeleinden</abbr> gebruikte data, met inbegrip van door het <abbr title="Het auteursrecht is het uitsluitend recht van den maker van een werk van letterkunde, wetenschap of kunst, of van diens rechtverkrijgenden, om dit openbaar te maken en te verveelvoudigen, behoudens de beperkingen, bij de wet gesteld.">auteursrecht</abbr> beschermde tekst en data, is het passend dat aanbieders van dergelijke modellen een voldoende gedetailleerde samenvatting maken en publiceren van de voor de training van het <abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-model voor algemene doeleinden</abbr> gebruikte content.</p>
-<p>Zo kan er bijvoorbeeld een opsomming worden gegeven van de belangrijkste gegevensverzamelingen of -reeksen waarmee het model is getraind, zoals grote particuliere of openbare databanken of gegevensarchieven, en kan een uitleg in de vorm van een relaas worden gegeven over andere gebruikte gegevensbronnen. </p>
-<p>Het <abbr title="De taak van de Commissie waarbij zij bijdraagt aan de uitvoering van, de monitoring van en het toezicht op AI-systemen en AI-modellen voor algemene doeleinden, en AI-governance, als bepaald in het besluit van de Commissie van 24 januari 2024; verwijzingen in deze verordening naar het AI-bureau worden begrepen als verwijzingen naar de Commissie">AI-bureau</abbr> moet kunnen controleren of de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> aan deze eisen voldoet, zonder evenwel geval voor geval de <abbr title="data die worden gebruikt voor het trainen van een AI-systeem door de leerbare parameters hiervan aan te passen">trainingsdata</abbr> te controleren of te beoordelen qua naleving van het <abbr title="Het auteursrecht is het uitsluitend recht van den maker van een werk van letterkunde, wetenschap of kunst, of van diens rechtverkrijgenden, om dit openbaar te maken en te verveelvoudigen, behoudens de beperkingen, bij de wet gesteld.">auteursrecht</abbr>.</p>
-<h2 id="bronnen">Bronnen</h2>
-<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e5576-1-1">Artikel 53(1 sub c) Verordening Artificiële Intelligentie</a></p>
-<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/PDF/?uri=CELEX:32019L0790">Artikel 4(3) Richtlijn inzake auteursrechten en naburige rechten in de digitale eengemaakte markt en tot wijziging van Richtlijnen (96/9/EG en 2001/29/EG)</a>. </p>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-model, ook wanneer het is getraind met een grote hoeveelheid data met behulp van self-supervision op grote schaal, dat een aanzienlijk algemeen karakter vertoont en in staat is op competente wijze een breed scala aan verschillende taken uit te voeren, ongeacht de wijze waarop het model in de handel wordt gebracht, en dat kan worden geïntegreerd in een verscheidenheid aan systemen verder in de AI-waardeketen of toepassingen verder in de AI-waardeketen, met uitzondering van AI-modellen die worden gebruikt voor onderzoek, ontwikkeling of prototypingactiviteiten alvorens zij in de handel worden gebracht.">AI-model voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
-<h2 id="risico">Risico</h2>
-<p>Door het niet voeren van een beleid voor het naleven van auteursrechten en naburige rechten, ontstaat het risico dat met het ontwikkeling, trainen en testen van AI-modellen een inbreuk wordt gemaakt op deze rechten. </p>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-39-testen/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-39-testen/index.html
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-  <h1>Hoog-risico-AI-systemen zijn getest.</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aia-39</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Hoog-risico-AI-systemen zijn getest.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>AI-systemen met een hoog risico worden getest met het oog op het vaststellen van passende en gerichte risicobeheersmaatregelen.
-De tests zorgen ervoor dat AI-systemen met een hoog risico consistent presteren ten aanzien van het doel ervan en in overeenstemming zijn met de geldende eisen.</p>
-<p>Het testen van AI-systemen met een hoog risico vindt, zoals passend, in de loop van het ontwikkelproces plaats en in ieder geval voordat het systeem in de handel wordt gebracht of in gebruik is gesteld. </p>
-<p>Er wordt getest aan de hand van vooraf vastgestelde beoordelingsmaatstaven en probabilistische drempels die passend zijn voor het beoogde doel van het AI-systeem met een hoog risico. De procedures voor testen zijn onderdeel van het <a href="../aia-11-systeem-voor-kwaliteitsbeheer/">kwaliteitsbeheer</a>. </p>
-<p>Bij het verwerken van persoonsgegevens voor het ontwikkelen, trainen en testen van een AI-systeem in een AI-testomgeving, wordt een volledige en gedetailleerde beschrijving van het testproces en de testresultaten onderdeel van de technische documentatie.</p>
-<h3 id="testen-van-ai-systemen-met-een-hoog-risico-onder-reele-omstandigheden-buiten-ai-testomgevingen">Testen van AI-systemen met een hoog risico onder reële omstandigheden buiten AI-testomgevingen</h3>
-<p>AI-systemen met een hoog risico kunnen onder reële omstandigheden buiten AI-testomgevingen voor regelgeving worden getest door aanbieders of potentiële aanbieders van in bijlage III vermelde AI-systemen met een hoog risico in overeenstemming met dit artikel en het in dit artikel bedoelde plan voor tests onder reële omstandigheden, onverminderd de verbodsbepalingen krachtens artikel 5 AI-Verordening.</p>
-<p>Aanbieders of potentiële aanbieders kunnen zelf of in samenwerking met een of meer gebruiksverantwoordelijken of potentiële gebruiksverantwoordelijken onder reële omstandigheden tests uitvoeren op in bijlage III bedoelde AI-systemen met een hoog risico op elk moment vóór het <abbr title="Het voor het eerst in de Unie op de markt aanbieden van een AI-systeem of een AI-model voor algemene doeleinden">in de handel brengen</abbr> of in gebruik nemen van het AI-systeem.</p>
-<p>Aanbieders of potentiële aanbieders mogen alleen <abbr title="het tijdelijk testen van een AI-systeem voor zijn beoogde doel onder reële omstandigheden buiten een laboratorium of anderszins gesimuleerde omgeving teneinde betrouwbare en robuuste gegevens te verkrijgen, en te beoordelen en te verifiëren of het AI-systeem overeenstemt met de voorschriften van de AI-verordening en het wordt niet aangemerkt als het in de handel brengen of in gebruik stellen van het AI-systeem in de zin van de AI-verordening, mits aan alle in artikel 57 of 60 vastgestelde voorwaarden is voldaan">testen onder reële omstandigheden</abbr> als is voldaan aan alle volgende voorwaarden:</p>
-<p>a) de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> of potentiële <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> heeft een plan voor tests onder reële omstandigheden opgesteld en ingediend bij de <abbr title="de nationale autoriteit die de activiteiten verricht en maatregelen neemt als bedoeld in Verordening (EU) 2019/1020">markttoezichtautoriteit</abbr> in de lidstaat waar onder reële omstandigheden moet worden getest;</p>
-<p>b) de <abbr title="de nationale autoriteit die de activiteiten verricht en maatregelen neemt als bedoeld in Verordening (EU) 2019/1020">markttoezichtautoriteit</abbr> in de lidstaat waar onder reële omstandigheden moet worden getest, heeft het <abbr title="het tijdelijk testen van een AI-systeem voor zijn beoogde doel onder reële omstandigheden buiten een laboratorium of anderszins gesimuleerde omgeving teneinde betrouwbare en robuuste gegevens te verkrijgen, en te beoordelen en te verifiëren of het AI-systeem overeenstemt met de voorschriften van de AI-verordening en het wordt niet aangemerkt als het in de handel brengen of in gebruik stellen van het AI-systeem in de zin van de AI-verordening, mits aan alle in artikel 57 of 60 vastgestelde voorwaarden is voldaan">testen onder reële omstandigheden</abbr> en het plan voor tests onder reële omstandigheden goedgekeurd; indien de <abbr title="de nationale autoriteit die de activiteiten verricht en maatregelen neemt als bedoeld in Verordening (EU) 2019/1020">markttoezichtautoriteit</abbr> binnen dertig dagen geen antwoord heeft gegeven, worden het <abbr title="het tijdelijk testen van een AI-systeem voor zijn beoogde doel onder reële omstandigheden buiten een laboratorium of anderszins gesimuleerde omgeving teneinde betrouwbare en robuuste gegevens te verkrijgen, en te beoordelen en te verifiëren of het AI-systeem overeenstemt met de voorschriften van de AI-verordening en het wordt niet aangemerkt als het in de handel brengen of in gebruik stellen van het AI-systeem in de zin van de AI-verordening, mits aan alle in artikel 57 of 60 vastgestelde voorwaarden is voldaan">testen onder reële omstandigheden</abbr> en het plan voor tests onder reële omstandigheden geacht te zijn goedgekeurd; indien het nationale recht niet voorziet in een stilzwijgende goedkeuring, blijft het <abbr title="het tijdelijk testen van een AI-systeem voor zijn beoogde doel onder reële omstandigheden buiten een laboratorium of anderszins gesimuleerde omgeving teneinde betrouwbare en robuuste gegevens te verkrijgen, en te beoordelen en te verifiëren of het AI-systeem overeenstemt met de voorschriften van de AI-verordening en het wordt niet aangemerkt als het in de handel brengen of in gebruik stellen van het AI-systeem in de zin van de AI-verordening, mits aan alle in artikel 57 of 60 vastgestelde voorwaarden is voldaan">testen onder reële omstandigheden</abbr> onderworpen aan een toestemming;</p>
-<p>c) de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> of potentiële <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>, met uitzondering van aanbieders of potentiële aanbieders van in de punten 1, 6 en 7 van bijlage III bedoelde AI-systemen met een hoog risico op de gebieden rechtshandhaving, migratie, asiel en grenstoezichtsbeheer en AI-systemen met een hoog risico als bedoeld in punt 2 van bijlage III, heeft het <abbr title="het tijdelijk testen van een AI-systeem voor zijn beoogde doel onder reële omstandigheden buiten een laboratorium of anderszins gesimuleerde omgeving teneinde betrouwbare en robuuste gegevens te verkrijgen, en te beoordelen en te verifiëren of het AI-systeem overeenstemt met de voorschriften van de AI-verordening en het wordt niet aangemerkt als het in de handel brengen of in gebruik stellen van het AI-systeem in de zin van de AI-verordening, mits aan alle in artikel 57 of 60 vastgestelde voorwaarden is voldaan">testen onder reële omstandigheden</abbr> geregistreerd overeenkomstig artikel 71, lid 4, met een Uniebreed uniek identificatienummer en de in bijlage IX gespecificeerde informatie; de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> of potentiële <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> van in de punten 1, 6 en 7 van bijlage III bedoelde AI-systemen met een hoog risico op de gebieden van rechtshandhaving, migratie, asiel en grenstoezichtsbeheer, heeft het <abbr title="het tijdelijk testen van een AI-systeem voor zijn beoogde doel onder reële omstandigheden buiten een laboratorium of anderszins gesimuleerde omgeving teneinde betrouwbare en robuuste gegevens te verkrijgen, en te beoordelen en te verifiëren of het AI-systeem overeenstemt met de voorschriften van de AI-verordening en het wordt niet aangemerkt als het in de handel brengen of in gebruik stellen van het AI-systeem in de zin van de AI-verordening, mits aan alle in artikel 57 of 60 vastgestelde voorwaarden is voldaan">testen onder reële omstandigheden</abbr> geregistreerd in het beveiligde niet-openbare gedeelte van de EU-databank overeenkomstig artikel 49, lid 4, punt d), met een Uniebreed uniek identificatienummer en de daarin gespecificeerde informatie; de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> of potentiële <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> van in punt 2 van bijlage III bedoelde AI-systemen met een hoog risico heeft het <abbr title="het tijdelijk testen van een AI-systeem voor zijn beoogde doel onder reële omstandigheden buiten een laboratorium of anderszins gesimuleerde omgeving teneinde betrouwbare en robuuste gegevens te verkrijgen, en te beoordelen en te verifiëren of het AI-systeem overeenstemt met de voorschriften van de AI-verordening en het wordt niet aangemerkt als het in de handel brengen of in gebruik stellen van het AI-systeem in de zin van de AI-verordening, mits aan alle in artikel 57 of 60 vastgestelde voorwaarden is voldaan">testen onder reële omstandigheden</abbr> geregistreerd overeenkomstig artikel 49, lid 5;</p>
-<p>d) de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> of potentiële <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> die onder reële omstandigheden test, is in de Unie gevestigd of heeft een in de Unie gevestigde wettelijke vertegenwoordiger aangewezen;</p>
-<p>e) gegevens die zijn verzameld en verwerkt met het oog op het <abbr title="het tijdelijk testen van een AI-systeem voor zijn beoogde doel onder reële omstandigheden buiten een laboratorium of anderszins gesimuleerde omgeving teneinde betrouwbare en robuuste gegevens te verkrijgen, en te beoordelen en te verifiëren of het AI-systeem overeenstemt met de voorschriften van de AI-verordening en het wordt niet aangemerkt als het in de handel brengen of in gebruik stellen van het AI-systeem in de zin van de AI-verordening, mits aan alle in artikel 57 of 60 vastgestelde voorwaarden is voldaan">testen onder reële omstandigheden</abbr> mogen alleen aan derde landen worden doorgegeven mits er passende en toepasselijke waarborgen uit hoofde van het Unierecht worden toegepast;</p>
-<p>f) het <abbr title="het tijdelijk testen van een AI-systeem voor zijn beoogde doel onder reële omstandigheden buiten een laboratorium of anderszins gesimuleerde omgeving teneinde betrouwbare en robuuste gegevens te verkrijgen, en te beoordelen en te verifiëren of het AI-systeem overeenstemt met de voorschriften van de AI-verordening en het wordt niet aangemerkt als het in de handel brengen of in gebruik stellen van het AI-systeem in de zin van de AI-verordening, mits aan alle in artikel 57 of 60 vastgestelde voorwaarden is voldaan">testen onder reële omstandigheden</abbr> duurt niet langer dan nodig is om de doelstellingen ervan te verwezenlijken en in geen geval langer dan zes maanden, met een mogelijke verlenging van nog eens zes maanden indien de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> of potentiële <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> de <abbr title="de nationale autoriteit die de activiteiten verricht en maatregelen neemt als bedoeld in Verordening (EU) 2019/1020">markttoezichtautoriteit</abbr> daar vooraf van in kennis stelt, met een uitleg waarom een dergelijke verlenging noodzakelijk is;</p>
-<p>g) proefpersonen die onder reële omstandigheden worden getest en die tot kwetsbare groepen behoren vanwege hun leeftijd of handicap, worden naar behoren beschermd;</p>
-<p>h) indien een <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> of potentiële <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> het <abbr title="het tijdelijk testen van een AI-systeem voor zijn beoogde doel onder reële omstandigheden buiten een laboratorium of anderszins gesimuleerde omgeving teneinde betrouwbare en robuuste gegevens te verkrijgen, en te beoordelen en te verifiëren of het AI-systeem overeenstemt met de voorschriften van de AI-verordening en het wordt niet aangemerkt als het in de handel brengen of in gebruik stellen van het AI-systeem in de zin van de AI-verordening, mits aan alle in artikel 57 of 60 vastgestelde voorwaarden is voldaan">testen onder reële omstandigheden</abbr> organiseert in samenwerking met een of meer gebruiksverantwoordelijken of potentiële gebruiksverantwoordelijken, worden zij geïnformeerd over alle aspecten van het testen die relevant zijn voor hun beslissing om deel te nemen, en krijgen zij de relevante <abbr title="de door de aanbieder verstrekte informatie om de gebruiksverantwoordelijke te informeren over met name het beoogde doel en juiste gebruik van een AI-systeem">gebruiksinstructies</abbr> van het AI-systeem als bedoeld in artikel 13; de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> of potentiële <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> en de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> of potentiële <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem onder eigen verantwoordelijkheid gebruikt, tenzij het AI-systeem wordt gebruikt in het kader van een persoonlijke niet- beroepsactiviteit.">gebruiksverantwoordelijke</abbr> sluiten een overeenkomst waarin hun taken en verantwoordelijkheden worden gespecificeerd teneinde te waarborgen dat de bepalingen voor het <abbr title="het tijdelijk testen van een AI-systeem voor zijn beoogde doel onder reële omstandigheden buiten een laboratorium of anderszins gesimuleerde omgeving teneinde betrouwbare en robuuste gegevens te verkrijgen, en te beoordelen en te verifiëren of het AI-systeem overeenstemt met de voorschriften van de AI-verordening en het wordt niet aangemerkt als het in de handel brengen of in gebruik stellen van het AI-systeem in de zin van de AI-verordening, mits aan alle in artikel 57 of 60 vastgestelde voorwaarden is voldaan">testen onder reële omstandigheden</abbr> uit hoofde van deze verordening en ander toepasselijk Unie- en nationaal recht worden nageleefd;</p>
-<p>i) de proefpersonen die onder reële omstandigheden worden getest, hebben <abbr title="de vrijelijk gegeven, specifieke, ondubbelzinnige en vrijwillige uiting door een proefpersoon van zijn of haar bereidheid deel te nemen aan een bepaalde test onder reële omstandigheden, na geïnformeerd te zijn over alle aspecten van de test die van belang zijn voor zijn of haar beslissing om deel te nemen">geïnformeerde toestemming</abbr> gegeven overeenkomstig artikel 61, of, in het geval van rechtshandhaving, indien het vragen om <abbr title="de vrijelijk gegeven, specifieke, ondubbelzinnige en vrijwillige uiting door een proefpersoon van zijn of haar bereidheid deel te nemen aan een bepaalde test onder reële omstandigheden, na geïnformeerd te zijn over alle aspecten van de test die van belang zijn voor zijn of haar beslissing om deel te nemen">geïnformeerde toestemming</abbr> het testen van het AI-systeem onder reële omstandigheden onmogelijk zou maken, de test zelf en het resultaat van de test onder reële omstandigheden hebben geen negatieve gevolgen voor de proefpersonen en hun persoonsgegevens worden na de uitvoering van test gewist;</p>
-<p>j) op het <abbr title="het tijdelijk testen van een AI-systeem voor zijn beoogde doel onder reële omstandigheden buiten een laboratorium of anderszins gesimuleerde omgeving teneinde betrouwbare en robuuste gegevens te verkrijgen, en te beoordelen en te verifiëren of het AI-systeem overeenstemt met de voorschriften van de AI-verordening en het wordt niet aangemerkt als het in de handel brengen of in gebruik stellen van het AI-systeem in de zin van de AI-verordening, mits aan alle in artikel 57 of 60 vastgestelde voorwaarden is voldaan">testen onder reële omstandigheden</abbr> wordt daadwerkelijk toezicht gehouden door de <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr> of potentiële <abbr title="Een natuurlijke of rechtspersoon, overheidsinstantie, agentschap of ander orgaan die/dat een AI-systeem of een AI-model voor algemene doeleinden ontwikkelt of laat ontwikkelen en dat systeem of model in de handel brengt of het AI-systeem in gebruik stelt onder de eigen naam of merk, al dan niet tegen betaling.">aanbieder</abbr>, alsook door gebruiksverantwoordelijken of potentiële gebruiksverantwoordelijken via personen die voldoende zijn gekwalificeerd op het relevante gebied en beschikken over de nodige capaciteiten, opleiding en bevoegdheden om hun taken uit te voeren;</p>
-<p>k) de voorspellingen, aanbevelingen of beslissingen van het AI-systeem kunnen daadwerkelijk worden teruggedraaid en genegeerd.</p>
-<h2 id="bronnen">Bronnen</h2>
-<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3241-1-1">Artikel 9(6 en 8) Verordening Artificiële Intelligentie</a></p>
-<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3241-1-1">Artikel 17(1 sub d) Verordening Artificiële Intelligentie</a></p>
-<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3241-1-1">Artikel 59(1 sub i) Verordening Artificiële Intelligentie</a></p>
-<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3241-1-1">Artikel 60 Verordening Artificiële Intelligentie</a></p>
-<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e3906-1-1">Overweging 138 - 141 Verordening Artificiële Intelligentie</a></p>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">AI-systeem</a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Soort toepassing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.5 17c-.13 0-.26 0-.39.04l-1.61-3.25a2.5 2.5 0 0 0-1.75-4.29c-.13 0-.25 0-.39.04l-1.63-3.25c.48-.45.77-1.08.77-1.79a2.5 2.5 0 0 0-5 0c0 .71.29 1.34.76 1.79L8.64 9.54c-.14-.04-.26-.04-.39-.04a2.5 2.5 0 0 0-1.75 4.29l-1.61 3.25C4.76 17 4.63 17 4.5 17a2.5 2.5 0 0 0 0 5A2.5 2.5 0 0 0 7 19.5c0-.7-.29-1.34-.76-1.79l1.62-3.25c.14.04.26.04.39.04s.25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0A2.5 2.5 0 0 0 12 17c-.13 0-.26 0-.39.04L10 13.79c.46-.45.75-1.08.75-1.79s-.29-1.34-.75-1.79l1.61-3.25c.13.04.26.04.39.04s.26 0 .39-.04L14 10.21c-.45.45-.75 1.09-.75 1.79a2.5 2.5 0 0 0 2.5 2.5c.13 0 .25 0 .39-.04l1.63 3.25c-.47.45-.77 1.09-.77 1.79a2.5 2.5 0 0 0 5 0 2.5 2.5 0 0 0-2.5-2.5"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/"><abbr title="Een AI-systeem dat is gebaseerd op een AI- model voor algemene doeleinden en dat verschillende doeleinden kan dienen, zowel voor direct gebruik als voor integratie in andere AI-systemen">AI-systeem voor algemene doeleinden</abbr></a></span></span><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="../../../overhetalgoritmekader/soorten-algoritmes/" title="Rol AI-verordening"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M11 9c0 1.66-1.34 3-3 3s-3-1.34-3-3 1.34-3 3-3 3 1.34 3 3m3 11H2v-2c0-2.21 2.69-4 6-4s6 1.79 6 4m8-6v2h-9v-2m9-4v2h-9V8m9-4v2h-9V4Z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../overhetalgoritmekader/soorten-algoritmes/">Aanbieder</a></span></span></p>
-<h2 id="risico">Risico</h2>
-<p>Zonder het testen van een AI-systeem, ontstaat het risico dat het AI-systeem inconsistent gaat presteren ten aanzien van het doel. </p>
-<h2 id="maatregelen">Maatregelen</h2>
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-  <h1>Informatie over algoritmes wordt in goede, geordende en toegankelijke staat gebracht, bewaard en vernietigd wanneer nodig.</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">arc-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/uitfaseren/">Uitfaseren</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/data/">Data</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Informatie over algoritmes wordt in goede, geordende en toegankelijke staat gebracht, bewaard en vernietigd wanneer nodig. </p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Overheden moeten informatie over algoritmes in goede, geordende en toegankelijke staat brengen en bewaren. Ook moeten ze zorgen voor de vernietiging van archiefbescheiden die daarvoor in aanmerking komen. </p>
-<p>Op basis van deze informatie moet bijvoorbeeld gereconstrueerd kunnen worden hoe besluiten, ook in de context van algoritmes, tot stand zijn gekomen. Informatie over algoritmes moet daarom op basis van de selectielijst bewaard en vernietigd worden.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0007376&amp;hoofdstuk=II&amp;artikel=3&amp;z=2022-05-01&amp;g=2022-05-01">Artikel 3 Archiefwet 1995</a> </li>
-<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0007376&amp;hoofdstuk=II&amp;artikel=15&amp;z=2022-05-01&amp;g=2022-05-01">Artikel 15 lid 2 Archiefwet 1995</a> </li>
-<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0007748&amp;z=2020-01-01&amp;g=2020-01-01">Archiefbesluit 1995</a></li>
-<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0027041&amp;z=2014-01-01&amp;g=2014-01-01">Archiefregeling</a></li>
-</ul>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<h2 id="risico">Risico</h2>
-<p>Zonder goede het goede, geordende en toegankelijke staat brengen en bewaren van gegevens is het voor betrokkene(n) of derden niet mogelijk om achteraf te reconstrueren en te controleren hoe besluiten, waar algoritmes aan hebben bijgedragen, tot stand zijn gekomen.</p>
-<p>Het nalaten om archiefbescheiden na verloop van tijd te verwijderen brengt risico's met zich mee op het gebied van privacy en informatiebeveiliging.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html">owp-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-08-archiveren-documenten/index.html">Bepaal welke documenten voor hoe lang gearchiveerd moeten worden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">dat-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">Geef data zoals persoonsgegevens een bewaartermijn met een vernietigingsprocedure</a></td></tr></tbody></table>
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-  <h1>Auteursrechten zijn beschermd.</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">aut-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/data/">Data</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Auteursrechten en naburige rechten mogen niet geschonden worden bij het ontwikkelen, testen en gebruiken van algoritmes.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Bepaalde type algoritmes worden ontwikkeld op basis van grote hoeveelheden data.
-Deze data wordt gebruikt voor het trainen en testen van algoritmes.
-Het gebruiken van deze data mag geen inbreuk maken op auteursrechten van diegene die deze rechten heeft.
-Ook de gegenereerde output van algoritmes mag geen inbreuk maken op deze rechten.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0001886&amp;hoofdstuk=I&amp;paragraaf=1&amp;artikel=1&amp;z=2022-10-01&amp;g=2022-10-01">Artikel 1 Auteurswet</a> </li>
-<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0001886&amp;hoofdstuk=I&amp;paragraaf=2&amp;z=2022-10-01&amp;g=2022-10-01">Artikel 4-9 Auteurswet</a></li>
-<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0001886&amp;hoofdstuk=I&amp;paragraaf=3&amp;artikel=10&amp;z=2022-10-01&amp;g=2022-10-01">Artikel 10 Auteurswet</a></li>
-<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0001886&amp;hoofdstuk=I&amp;paragraaf=5&amp;artikel=13&amp;z=2022-10-01&amp;g=2022-10-01">Artikel 13 Auteurswet</a></li>
-<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0001886&amp;hoofdstuk=I&amp;paragraaf=6&amp;artikel=15n&amp;z=2022-10-01&amp;g=2022-10-01">Artikel 15n jo. 15o Auteurswet</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/PDF/?uri=CELEX:32019L0790&amp;from=PL">Artikel 3 en 4 van de DSM-richtlijn (EU 2019/790)</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/PDF/?uri=CELEX:32019L0790">Artikel 4 (3) Richtlijn inzake auteursrechten en naburige rechten in de digitale eengemaakte markt en tot wijziging van 
-Richtlijnen 96/9/EG en 2001/29/EG</a></li>
-</ul>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<h2 id="risico">Risico</h2>
-<p>Het niet voldoen aan het <abbr title="Het auteursrecht is het uitsluitend recht van den maker van een werk van letterkunde, wetenschap of kunst, of van diens rechtverkrijgenden, om dit openbaar te maken en te verveelvoudigen, behoudens de beperkingen, bij de wet gesteld.">auteursrecht</abbr> of naburige rechten kan leiden tot onrechtmatig gebruik van auteursrechtelijk beschermde inhoud, wat kan resulteren in mogelijke juridische geschillen, boetes en schadevergoedingen voor inbreuk op het <abbr title="Het auteursrecht is het uitsluitend recht van den maker van een werk van letterkunde, wetenschap of kunst, of van diens rechtverkrijgenden, om dit openbaar te maken en te verveelvoudigen, behoudens de beperkingen, bij de wet gesteld.">auteursrecht</abbr>.
-Bovendien kan het niet naleven van het <abbr title="Het auteursrecht is het uitsluitend recht van den maker van een werk van letterkunde, wetenschap of kunst, of van diens rechtverkrijgenden, om dit openbaar te maken en te verveelvoudigen, behoudens de beperkingen, bij de wet gesteld.">auteursrecht</abbr> het vertrouwen van gebruikers en belanghebbenden ondermijnen, wat kan leiden tot reputatieschade en gebrek aan vertrouwen.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/index.html">owp-16</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-16-leveren-bewijs-door-aanbieder-niet-schenden-auteursrechten/index.html">Laat aanbieder(s) bewijs leveren dat de door hen ontwikkelde algoritmes geen inbreuk maken op de auteursrechten van derden met de trainingsdata en de output.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/index.html">owp-17</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-17-beoordeel-aansprakelijkheidsvoorwaarden-van-aanbieder/index.html">Aansprakelijkheidsvoorwaarden van een aanbieder worden beoordeeld in de aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/index.html">owp-27</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/index.html">Maak (contractuele) afspraken over data en artefacten met een aanbieder</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">imp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">Maak gebruik van een algoritme dat bronvermelding kan genereren bij de output.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/index.html">dat-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-06-schending-auteursrechten/index.html">Controleer de auteursrechten van eigen data</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html">dat-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html">Zorg dat je controle of eigenaarschap hebt over de data</a></td></tr></tbody></table>
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-  <h1>Persoonsgegevens worden op een rechtmatige manier verwerkt.</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">avg-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Persoonsgegevens worden op een rechtmatige manier verwerkt.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>De verwerking van persoonsgegevens moet rechtmatig plaatsvinden, wat betekent dat de verwerking gebaseerd moet zijn op één van de wettelijke grondslagen die zijn geformuleerd in artikel 6 Algemene Verordening Gegevensbescherming.</p>
-<p>Persoonsgegevens mogen alleen worden verzameld en verwerkt voor specifieke, duidelijk omschreven en gerechtvaardigde doeleinden.
-Het is niet toegestaan om deze gegevens verder te verwerken op een manier die niet verenigbaar is met deze oorspronkelijke doeleinden.</p>
-<p>Bij het verwerken van persoonsgegevens ten behoeve van de ontwikkeling en gebruik van algoritmes moet worden onderzocht of dit kan worden gebaseerd op één van de verwerkingsgrondslagen. Het is van belang dat wordt uitgewerkt welke persoonsgegevens waarvoor worden verwerkt en op basis van welke grondslag.</p>
-<p>Hierbij kan worden gedacht aan persoonsgegevens ten behoeve van <abbr title="data die worden gebruikt voor het trainen van een AI-systeem door de leerbare parameters hiervan aan te passen">trainingsdata</abbr>, voor het genereren van output of, indien (juridisch) mogelijk, voor het uitvoeren van een onderzoek naar onbewuste vooringenomenheid.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e1802-1-1">Artikel 5 lid 1 onder a en b Algemene Verordening Gegevensbescherming</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e1883-1-1">Artikel 6 lid 1 onder b Algemene Verordening Gegevensbescherming</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e1883-1-1">Artikel 6 Algemene Verordening Gegevensbescherming</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e40-1-1">Overweging 39 en 45 Algemene Verordening Gegevensbescherming</a></li>
-</ul>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<h2 id="risico">Risico</h2>
-<p>Het risico wanneer persoonsgegevens niet op een rechtmatige manier worden verwerkt (verzamelen van gegevens valt hier ook onder), is dat er niet aan de AVG wordt voldaan. Er worden dan onrechtmatig persoonsgegevens verwerkt, waarmee privacy van personen in het geding komt. Ook kan het leiden tot hoge boetes voor organisaties, en kan een datalek plaatsvinden.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/index.html">pba-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/1-pba-05-wettelijke-grondslag/index.html">Beschrijf de wettelijke grondslag voor de inzet van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">owp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-03-doel-verwerken-persoonsgegevens/index.html">Beschrijf voor welk doel het algoritme persoonsgegevens gebruikt en waarom dit mag</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr></tbody></table>
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-  <h1>Persoonsgegevens worden zo kort mogelijk bewaard.</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">avg-02</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/uitfaseren/">Uitfaseren</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Persoonsgegevens moeten worden bewaard in een vorm die het mogelijk maakt om de betrokkenen niet langer te identificeren dan nodig is voor de realisering van de doeleinden waarvoor de persoonsgegevens initieel worden verwerkt.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Persoonsgegevens dienen toereikend en ter zake dienend te zijn en beperkt te blijven tot wat noodzakelijk is voor de doeleinden waarvoor zij worden verwerkt.
-Dit vereist dat ervoor wordt gezorgd dat de opslagperiode van de persoonsgegevens tot een strikt minimum wordt beperkt.</p>
-<p>Het beginsel van opslagbeperking betekent dat persoonsgegevens moeten worden bewaard in een vorm die het mogelijk maakt om de betrokkenen niet langer te identificeren dan voor de realisering van de doeleinden waarvoor de persoonsgegevens worden verwerkt.</p>
-<p>In de context van algoritmes is het belangrijk dat, wanneer persoonsgegevens worden verwerkt, er onderzocht wordt op welke manieren identificatie van betrokkenen tegen kan worden gegaan.
-Hierbij kan worden gedacht aan maatregelen als het pseudonomiseren, anonimiseren en aggregeren van de persoonsgegevens. </p>
-<h2 id="bronnen">Bronnen</h2>
-<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e1802-1-1">Artikel 5 lid 1 onder de AVG</a></p>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<h2 id="risico">Risico</h2>
-<p>Het onnodig lang bewaren van persoonsgegevens levert een onrechtmatige situatie op. De privacyrechten van betrokken worden hierdoor aangetast. Er ontstaan aanvullende risico's bij bijvoorbeeld een datalek.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">dat-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-04-bewaartermijnen-persoonsgegevens/index.html">Geef data zoals persoonsgegevens een bewaartermijn met een vernietigingsprocedure</a></td></tr></tbody></table>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/index.html
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-  <h1>Persoonsgegevens worden zo min mogelijk verwerkt.</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">avg-03</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Persoonsgegevens worden zo min mogelijk verwerkt.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>De verwerking van persoonsgegevens moet minimaal worden gehouden, dat wil zeggen dat die verwerking toereikend moet zijn, ter zake dienend en beperkt tot wat noodzakelijk is voor de doeleinden waarvoor zij worden verwerkt.</p>
-<p>Het is van belang dat énkel persoonsgegevens worden verwerkt die noodzakelijk zijn gezien de doeleinden van die vewerking.</p>
-<p>Er moet een beoordeling worden gemaakt welke persoonsgegevens dit wel en eventueel niet zijn.</p>
-<p>Voor het ontwikkelen en gebruiken van algoritmes is het van belang om te beoordelen welke persoonsgegevens noodzakelijk zijn om het beoogde doel te bereiken. </p>
-<p>Afhankelijk van de toepassing vraagt dit om een intensieve toets. Er moet voor worden gezorgd dat persoonsgegevens die niet als noodzakelijk worden beschouwd, buiten de verwerking blijven. </p>
-<h2 id="bronnen">Bronnen</h2>
-<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e1802-1-1">Artikel 5 lid 1 onder c Algemene Verordening Gegevensbescherming</a></p>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<h2 id="risico">Risico</h2>
-<p>Het onnodig verwerken van persoonsgegevens kan een inbreuk maken op rechten van betrokkenen, en zou kunnen leiden tot een datalek.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/index.html">dat-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/index.html">Bescherm persoonsgegevens door data te anonimiseren, pseudonimiseren of te aggregeren</a></td></tr></tbody></table>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/index.html
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-  <h1>Persoonsgegevens en andere data verwerken gebeurt proportioneel en subsidiair.</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">avg-04</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/fundamentele-rechten/">Fundamentele rechten</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Persoonsgegevens en andere data verwerken gebeurt proportioneel en subsidiair.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Gegevensverwerking moet in verhouding staan tot het beoogde doel en persoonsgegevens mogen alleen verwerkt worden als er geen minder ingrijpende manier is om het doel te bereiken. Voor zover het gaat om de verwerking van persoonsgegevens moet dit vereiste aantoonbaar zijn. </p>
-<p>Proportionaliteit vereist dat de impact van gegevensverwerking op de persoonlijke levenssfeer voor de toepassing van een algoritme en voor het genereren van de benodigde output in balans is met het beoogde doel.</p>
-<p>Subsidiariteit vereist dat persoonsgegevens alleen moeten worden verwerkt als dit de minst inbreukmakende manier is om het doel te bereiken.</p>
-<p>Deze principes waarborgen dat de privacy van individuen wordt gerespecteerd en dat gegevensverwerking niet verder gaat dan noodzakelijk is voor legitieme doeleinden.</p>
-<p>Het is van belang om deze principes te hanteren om te bepalen of en in <a href="../maatregelen/1-pba-03-onderbouwen-gebruik-algoritme">welke vorm een algoritmes</a> moet worden toegepast en om tot een passende mate van gegevensverwerking te komen om het <a href="../../maatregelen/1-pba-02-formuleren-doelstelling/">doel</a> te bereiken.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679">Artikel 5(1)(c) Algemene Verordening Gegevensbescherming</a> </li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679">Overweging 170 Algemene Verordening Gegevensbescherming</a> </li>
-<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBV0001507&amp;titeldeel=I&amp;artikel=5&amp;z=2013-07-01&amp;g=2013-07-01">Artikel 5(4) Verdrag betreffende de Europese Unie, Maastricht, 07-02-1992</a> |</li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/PDF/?uri=CELEX:12012P/TXT">Artikel 52 Handvest van de Grondrechten van de Europese Unie</a> </li>
-<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBV0001507&amp;artikel=1&amp;z=2013-07-01&amp;g=2013-07-01">Protocol betreffende de toepassing van de beginselen van subsidiariteit en evenredigheid Verdrag betreffende de Europese Unie, Maastricht, 07-02-1992</a> </li>
-<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0032203&amp;deel=1&amp;hoofdstuk=1.2&amp;afdeling=1.2.2&amp;artikel=1.10&amp;z=2022-03-02&amp;g=2022-03-02">Artikel 1.10, 1.13 en 1.16 Aanbestedingswet 2012</a> </li>
-</ul>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<h2 id="risico">Risico</h2>
-<p>Zonder toetsing aan het proportinaliteits- en subsidiariteitsbeginsel ontstaat het risico dat er een onnodig zware en daardoor onrechtmatige inbreuk wordt gemaakt op de privacyrechten van betrokkenen.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html">owp-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-05-soort-algoritme/index.html">Bepaal het soort algoritme en de risicogroep en vereisten die hierbij horen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">owk-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">Maak een noodplan voor het stoppen van het algoritme</a></td></tr></tbody></table>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/index.html
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-  <h1>Persoonsgegevens zijn juist en actueel.</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">avg-05</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Persoonsgegevens zijn juist en actueel.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>De te verwerken persoonsgegevens moeten nauwkeurig, juist en zo nodig actueel zijn.
-Dit betekent dat alle maatregelen moeten worden genomen om ervoor te zorgen dat onjuiste persoonsgegevens worden gerectificeerd of gewist.</p>
-<p>Dat kan betekenen dat persoonsgegevens moeten worden geactualiseerd of verbeterd. In de context van algoritmes is het van belang dat ook daar wordt onderzocht welke maatregelen nodig zijn om die <a href="../../maatregelen/2-owp-11-gebruikte-data/">juistheid</a> toe te passen.</p>
-<h2 id="bronnen">Bronnen</h2>
-<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e1802-1-1">Artikel 5 lid 1 sub d Algemene Verordening Gegevensbescherming</a></p>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<h2 id="risico">Risico</h2>
-<p>Als er geen rekening wordt gehouden met de juistheid, nauwkeurigheid en volledigheid van persoonsgegevens, kunnen kwaliteit en integriteit van data niet voldoende worden gewaarborgd.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/index.html">dat-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-01-datakwaliteit/index.html">Controleer de datakwaliteit</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html">mon-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-04-evalueer-bij-veranderingen-in-data/index.html">Monitor regelmatig op veranderingen in de data. Bij veranderingen evalueer je de prestaties en output van het algoritme.</a></td></tr></tbody></table>
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-  <h1>Organisaties kunnen bewijzen dat zij persoonsgegevens op de juiste manier verwerken.</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">avg-06</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/governance/">Governance</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Organisaties kunnen bewijzen dat zij persoonsgegevens op de juiste manier verwerken.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>De verantwoordelijken moeten bij de verwerking van persoonsgegevens door algoritmes kunnen aantonen dat de verwerkingen rechtmatig plaatsvinden.
-Dit betekent concreet dat de volgende punten aangetoond kunnen worden:</p>
-<ul>
-<li>Rechtmatigheid, behoorlijkheid en transparantie</li>
-<li>Doelbinding</li>
-<li>Minimale gegevensverwerking</li>
-<li>Juistheid</li>
-<li>Opslagbeperking</li>
-<li>Integriteit en vertrouwelijkheid</li>
-</ul>
-<p>Een aandachtpunt daarbij is dat de rechtmatigheid van de verwerking ten opzichte van andere gerelateerde wetgeving zoals de AI Act en de Algemene wet gelijke behandeling ook moeten kunnen worden aangetoond voor zover de rechtmatigheid van de verwerking onder de AVG daarvan afhankelijk is.</p>
-<p>Bij het verwerken van persoonsgegevens voor algoritmes moeten de verantwoordelijkheden duidelijk beschreven en toegewezen zijn.</p>
-<p>De verwerkingsverantwoordelijke is degene die ervoor zorgt dat deze verantwoordelijkheden worden nageleefd en kan dit aantonen, wat bekend staat als de verantwoordingsplicht.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e1802-1-1">Artikel 5 lid 2 Algemene Verordening Gegevensbescherming</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e3035-1-1">Artikel 24 Algemene Verordening Gegevensbescherming</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e3075-1-1">Artikel 26 Algemene Verordening Gegevensbescherming</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e3095-1-1">Artikel 27 Algemene Verordening Gegevensbescherming</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e3247-1-1">Artikel 29 Algemene Verordening Gegevensbescherming</a></li>
-<li><a href="https://www.autoriteitpersoonsgegevens.nl/themas/basis-avg/avg-algemeen/verantwoordingsplicht">Verantwoordingsplicht</a></li>
-</ul>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<h2 id="risico">Risico</h2>
-<p>Het niet naleven van deze <abbr title="een norm is een vrijwillige afspraak tussen partijen over een product, dienst of proces. Normen zijn geen wetten, maar ’best practices’. Iedereen kan - op vrijwillige basis - hier zijn voordeel mee doen. In zakelijke overeenkomsten hebben normen een belangrijke functie. Ze bieden marktpartijen duidelijkheid over en vertrouwen in producten, diensten of organisaties en dagen de maatschappij uit te innoveren. NEN-normen worden ontwikkeld door inhoudsexperts en specialisten op het gebied van normontwikkeling.">norm</abbr> moet worden gekwalificeerd als een onrechtmatigheid, niet als een risico voor de rechten en vrijheden van betrokkenen onder de AVG. Maar het niet voldoen aan artikel 5 betekent in de praktijk vaak wel dat er onvoldoende zicht is op risico's voor de rechten en vrijheden van betrokkenen of dat er te grote risico's worden genomen. Deze gevolgen zijn echter indirect een gevolg van het niet naleven van artikel 5 AVG. Het moeten voldoen aan het aantoonbaarheidsvereiste kan wel risico's hebben voor de organisatie die een algortime inzet. Enkele risico's zijn:</p>
-<ul>
-<li>Aantoonbaarheidsvereisten vragen in de praktijk veel documentatie. Deze documentatie kan via de Woo opgevraagd worden. Het ontbreken van documentatie kan door externen vaak relatief makkelijk in verband worden gebracht met een overtreding van deze vereisten.</li>
-<li>Algoritmes die van nature slecht inzichtelijk en uitlegbaar zijn (zoals deep-learning) hebben een zeer hoge drempel om aan deze vereiste te voldoen. Aantonen van rechtmatigheid is voor een belangrijk deel afhankelijk van inzicht in de werking van het algoritme. De inzet van een algortime kan dus mogelijk tegengehouden worden door deze vereisten.</li>
-<li>Bij leveranciers die niet of gedeeltelijke transparant zijn over hun product of dienstverlening ontstaat een vergelijkbaar risico. Waar de Woo uitzonderingen heeft voor bedrijfsgeheimen heeft de AVG daar maar beperkte ruimte voor. Het is dus mogelijk dat leveranciers terughoudend zullen zijn met het delen van informatie die onder de AVG ook aan betrokkenen gecommuniceerd moeten worden.</li>
-<li>Samenwerkingsverbanden en externe leveranciers kunnen niet als argumenten worden gebruikt om de aantoonbaarheidsvereisten op af te schuiven. Onafhankelijk van de onderlinge afspraken daarover hebben alle verwerkingsverantwoordelijken de verplichting om aan deze vereisten te kunnen voldoen. </li>
-</ul>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/index.html">owp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-01-rollen-en-verantwoordelijkheden/index.html">Beschrijf de rollen en verantwoordelijkheden voor het ontwikkelen en gebruiken van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr></tbody></table>
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-  <h1>Organisaties zijn transparant over het verwerken van persoonsgegevens</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">avg-07</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>De verwerking van persoonsgegevens moet transparant zijn.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Een betrokkene moet op de hoogte worden gesteld van het feit dat er verwerking plaatsvindt van diens persoonsgegevens en van de doeleinden daarvan (zoals ook is verwoord in het beginsel van transparante verwerking, artikel 5 AVG).</p>
-<p>Hierbij moeten de specifieke omstandigheden en de context waarin de persoonsgegevens worden verwerkt, worden meegenomen.
-In artikel 13 en 14 AVG wordt toegelicht welke informatie in welke gevallen moet worden verstrekt door de <abbr title="Een rechtspersoon of overheidsinstantie die, alleen of samen met anderen, het doel van en de middelen voor de verwerking van persoonsgegevens vaststelt">verwerkersverantwoordelijke</abbr>.</p>
-<p>Als persoonsgegevens worden verwerkt ten behoeve van het ontwikkelen of gebruiken van algoritmes, zal deze informatie moeten worden verstrekt.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e1802-1-1">Artikel 5 lid 1 Algemene Verordening Gegevensbescherming</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e2174-1-1">Artikel 12 Algemene Verordening Gegevensbescherming</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e2246-1-1">Artikel 13 Algemene Verordening Gegevensbescherming</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e2347-1-1">Artikel 14 Algemene Verordening Gegevensbescherming</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e40-1-1">Overweging 58 Algemene Verordening Gegevensbescherming</a></li>
-</ul>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<h2 id="risico">Risico</h2>
-<p>Rechten van betrokken worden geschonden als er geen sprake is van transparantie over de verwerkingen van de persoonsgegevens.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">owp-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">Maak vereisten voor algoritmes onderdeel van de Service Level Agreement</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html">imp-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html">Publiceer impactvolle algoritmes en hoog-risico-AI-systemen in het Algoritmeregister</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/index.html">imp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-06-vermelding-in-privacyverklaring/index.html">Vermeld het gebruik van persoonsgegevens in een privacyverklaring</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/index.html">imp-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-08-vermelding-in-verwerkingsregister/index.html">Vermeld het gebruik van persoonsgegevens in het verwerkingsregister</a></td></tr></tbody></table>
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-  <h1>Gevoelige persoonsgegevens worden alleen gebruikt als hiervoor een wettelijke uitzondering geldt.</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">avg-08</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/bias-en-non-discriminatie/">Bias en non discriminatie</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Bijzondere categorieën van persoonsgegevens mogen alleen worden verwerkt op basis van een wettelijke uitzondering.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Persoonsgegevens die door hun aard bijzonder gevoelig zijn wat betreft de grondrechten en fundamentele vrijheden, verdienen specifieke bescherming.</p>
-<p>Dit komt doordat de context van de verwerking ervan significante risico's kan meebrengen voor de grondrechten en de fundamentele vrijheden.</p>
-<p>Denk hierbij aan persoonsgegevens als ras, ethnische afkomst, politieke opvattingen of religieuze of levenschouwelijke overtuigingen.</p>
-<p>Bijzondere categorieën persoonsgegevens mogen alleen worden verwerkt als er hier een wettelijke uitzondering voor is (<a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e2043-1-1">artikel
-9 AVG</a> en <a href="https://wetten.overheid.nl/jci1.3:c:BWBR0040940&amp;hoofdstuk=3&amp;paragraaf=3.1&amp;artikel=30&amp;z=2021-07-01&amp;g=2021-07-01">artikel 30 UAVG</a>).</p>
-<p>Deze vereiste is ook van toepassing bij het ontwikkelen en gebruiken van algoritmes en stelt daarmee beperkingen aan het mogen verwerken van deze categorieën persoonsgegevens, bv. ten behoeve van <abbr title="data die worden gebruikt voor het trainen van een AI-systeem door de leerbare parameters hiervan aan te passen">trainingsdata</abbr> of het genereren van de beoogde output.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e2043-1-1">Artikel 9 AVG</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e4650-1-1">Overweging 51 - 54 AVG</a></li>
-<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0040940&amp;hoofdstuk=3&amp;paragraaf=3.1&amp;z=2021-07-01&amp;g=2021-07-01">Artikel 22 - 30 UAVG</a></li>
-</ul>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<h2 id="risico">Risico</h2>
-<p>Het (onrechtmatige) verwerken van <abbr title="de categorieën persoonsgegevens als bedoeld in artikel 9, lid 1, van Verordening (EU) 2016/679, artikel 10 van Richtlijn (EU) 2016/680 en artikel 10, lid 1, van Verordening (EU) 2018/1725">bijzondere categorieën persoonsgegevens</abbr> brengt risico's met zich mee op het gebied van respecteren van de persoonlijke levenssfeer en discriminatie.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr></tbody></table>
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-  <h1>Betrokkenen kunnen een beroep doen op hun privacyrechten.</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">avg-09</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/data/">Data</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Betrokkenen kunnen een beroep doen op hun privacyrechten.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Mensen hebben het recht om hun privacyrechten uit te oefenen door een beroep te doen op verschillende wettelijke bepalingen, zoals het recht op inzage, correctie, verwijdering en bezwaar tegen de verwerking van hun persoonsgegevens.</p>
-<p>Dit betekent dat individuen controle hebben over hoe hun gegevens worden gebruikt en kunnen verzoeken om toegang te krijgen tot hun gegevens of om wijzigingen aan te brengen indien nodig.</p>
-<p>Het kunnen uitoefenen van privacyrechten is essentieel voor het beschermen van de privacy van individuen, het waarborgen van transparantie en controle uitvoeren over persoonsgegevens.</p>
-<p>Als persoonsgegevens worden verwerkt voor het ontwikkelen en gebruiken van algoritmes, is het van belang dat maatregelen worden getroffen om deze rechten te eerbiedigen.</p>
-<h2 id="bronnen">Bronnen</h2>
-<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e2505-1-1">Artikel 15 - 21 Algemene Verordening Gegevensbescherming</a></p>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<h2 id="risico">Risico</h2>
-<p>Betrokkenen hebben geen controle over hun persoonsgegevens wanneer ze geen beroep kunnen doen op hun privacyrechten.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">owp-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">imp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-proces-privacyrechten/index.html">Spreek af hoe de organisatie omgaat met privacy-verzoeken</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/index.html">imp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-07-klacht-bezwaar-beroep/index.html">Richt een proces in zodat burgers of andere belanghebbenden een klacht, bezwaar of beroep kunnen indienen over het gebruik van het algoritme en monitor dit proces.</a></td></tr></tbody></table>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">avg-10</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Betrokkenen hebben het recht om niet onderworpen te worden aan een enkel op geautomatiseerde verwerking, waaronder proflering, gebaseerd besluit, wanneer dit rechtsgevolgen heeft voor hen of het hen anderszins in aanzienlijke mate treft. Dit verbod geldt niet indien de geautomatiseerde individuele besluitvorming, anders dan op basis van profilering, noodzakelijk is om te voldoen aan een wettelijke verplichting die op de verwerkingsverantwoordelijke rust of noodzakelijk is voor de vervulling van een taak van algemeen belang.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Overheidsorganisaties zijn vaak belast met de uitvoering van wettelijke taken waarbij zij 'besluiten' moeten nemen, bijvoorbeeld als een burger vraagt om een uitkering, toeslag of een subsidie.</p>
-<p>Hiervoor moeten gegevens worden verwerkt om te kunnen bepalen of een burger hier ook recht op heeft. Om deze gegevens snel en accuraat te verwerken, zetten overheidsorganisaties vaak algoritmes in. Deze gegevens worden dan vaak 'geautomatiseerd' door deze algoritmes verwerkt, zonder dat een ambtenaar dit werk controleert.</p>
-<p>Soms wordt het proces voor het nemen van een <strong>besluit</strong> volledig geautomatiseerd ingericht. Denk hierbij aan het opleggen van een boete voor een snelheidsovertreding. Hierdoor kan in korte tijd en op een efficiënte wijze, een grote hoeveelheid besluiten worden genomen. </p>
-<p>Het geautomatiseerd verwerken van gegevens voor de totstandkoming van een besluit brengt risico's met zich mee. Zeker als hierbij persoonsgegevens van individuen worden verwerkt en er sprake is van profilering. Hierdoor ontstaat bijvoorbeeld het risico op discriminatie. Daarom is in art. 22 AVG het recht voor betrokkenen gecreëerd om niet te worden onderworpen aan een uitsluitend op geautomatiseerde verwerking, waaronder profilering, gebaseerd besluit. </p>
-<p>Dit verbod geldt voor besluiten die <strong>'rechtsgevolgen'</strong> hebben voor een betrokkene, bijvoorbeeld een burger die een boete ontvangt voor de snelheidsovertreding, of hem anderzijds in <strong>aanmerkelijke mate treft</strong>. Het besluit mag in die gevallen niet geautomatiseerd worden genomen. Een individu moet namelijk kunnen rekenen op voldoende 'menselijke tussenkomst' bij de beoordeling van belangrijke beslissingen die deze persoon treffen.</p>
-<p>Bij het geautomatiseerd uitvoeren van processen dient altijd te worden voldaan aan de voorwaarden uit wetgeving, waaronder in het bijzonder de Algemene Verordening Gegevensbescherming (AVG) en de Algemene wet bestuursrecht(Awb). Bestuursorganen dienen dan ook te handelen conform de algemene beginselen van behoorlijk bestuur. Dit samenstel van regels moet de rechten van betrokkenen borgen. </p>
-<h3 id="algemene-eisen-aan-geautomatiseerde-besluitvorming-door-overheden">Algemene eisen aan geautomatiseerde besluitvorming door overheden</h3>
-<p>De Nederlandse wetgever heeft in artikel 40 lid 1 UAVG gebruik gemaakt van de mogelijkheid een uitzondering te maken op het verbod van art. 22 lid 1 AVG. In Nederland is geautomatiseerde besluitvorming toegestaan, als het gaat om besluitvorming waarbij menselijke tussenkomst geen toegevoegde waarde heeft.</p>
-<p>Dit is het geval als er sprake is van een gebonden karakter waarbij weinig of geen beoordelingsruimte is waarin tot een andere conclusie kan worden gekomen. Hierbij kan worden gedacht aan het toekennen van kinderbijslag of de hoogte van het recht op studiefinanciering. Deze uitzondering geldt niet voor 'profilering', tenzij er specifieke (sectorale) wetgeving het verbod opheft.</p>
-<p>Om deze uitzondering toe te kunnen passen, moet er op grond van artikel 22 AVG een 'passende maatregel' in de vorm van wetgeving zijn die personen voldoende bescherming biedt. In Nederland moet de Algemene wet bestuursrecht deze bescherming aan burgers bieden als bestuursorganen besluiten nemen. De Awb bevat vereisten en algemene beginselen waaraan besluitvorming moet voldoen. </p>
-<p>Bij het toepassen van geautomatiseerde besluitvorming, moet aan de hand van een DPIA wordt vastgesteld of er bij toepassing van de Awb daadwerkelijk voldoende bescherming wordt geboden. Een <abbr title="Een rechtspersoon of overheidsinstantie die, alleen of samen met anderen, het doel van en de middelen voor de verwerking van persoonsgegevens vaststelt">verwerkersverantwoordelijke</abbr> zal dus, naast het toepassen van vereisten uit de AVG en specifieke (sectorale) wetgeving, beginselen uit de Awb moeten vertalen naar concrete maatregelen om geautomatiseerde besluitvorming op een rechtmatige wijze toe te passen. Hierbij kan worden gedacht aan het toepassen van <a href="../awb-02-motiveringsbeginsel/">motiveringsbeginsel</a> of het <a href="../awb-01-zorgvuldigheidsbeginsel/">zorgvuldigheidsbeginsel</a>.</p>
-<h3 id="begrippen">Begrippen</h3>
-<h4 id="profilering">Profilering</h4>
-<p>Profilering is bijzonder gevoelig. Bij profilering gaat het om elke vorm van een geautomatiseerde verwerking van persoonsgegevens, waarbij aan de hand van persoonsgegevens bepaalde persoonlijke aspecten van een natuurlijke persoon worden geëvalueerd. Daarbij gaat het voornamelijk om het analyseren of verspellen van zaken als beroepsprestaties, economische situatie, gezondheid, persoonlijke voorkeuren, interesses, betrouwbaarheid, gedrag, locatie of een verplaatsingen. </p>
-<p>Volgens deze definitie gaat het om een verwerking door een computersysteem waarbij het systeem algemene aanname(s) toegepast in een concreet geval. Dit doet het door een individu, met gebruikmaking van diens persoonsgegevens, in te delen in een categorie(profiel). Een dergelijk categorie(profiel) wordt vaak in verband gebracht met bepaalde risico's, bijvoorbeeld het risico op het misbruiken van bepaalde publieke voorzieningen. </p>
-<p>De gevoeligheid is dat nog niet is vastgesteld dat, in dit voorbeeld, de betreffende natuurlijke persoon ook daadwerkelijk misbruik heeft gemaakt van bepaalde voorzieningen. Als daar wel automatisch gevolgen aan worden verbonden, ontstaat het risico op een onrechtmatige behandeling van een natuurlijk persoon. </p>
-<h4 id="besluit">Besluit</h4>
-<p>In deze context moet het begrip 'besluit' worden gehanteerd zoals dit is bedoeld in artikel 22 AVG. Het begrip 'besluit' krijgt in de AVG een ruimere betekenis dan het geval is in artikel 1:3 Algemene wet bestuursrecht (Awb). In de Algemene wet bestuursrecht moet er sprake zijn van een 'rechtsgevolg', maar onder het besluitbegrip van de AVG kunnen ook situaties vallen waarin een individu ‘slechts’ feitelijke gevolgen ervaart als een besluit wordt genomen. Daarmee biedt de AVG dus bescherming voor meerdere situaties. </p>
-<h4 id="rechtsgevolgen">Rechtsgevolgen</h4>
-<p>Het begrip 'rechtsgevolg' duidt op wijziging in de rechtspositie van betrokkene. Het betekent, juridisch uitgedrukt, een verandering in het geheel van de rechten, aanspraken, bevoegdheden en verplichtingen van één of meer natuurlijke personen of rechtspersonen. In deze context wijzigt de rechtspositie van een individu door een keuze van het systeem, bijvoorbeeld doordat deze een boete ontvangt. Rechtsgevolgen kwalificeren altijd als relevant. </p>
-<h4 id="aanmerkelijke-mate-treffen">Aanmerkelijke mate treffen</h4>
-<p>De Europese wetgever heeft weinig richting gegeven aan hoe dit begrip moet worden geïnterpreteerd. Er zijn wel aanknopingspunten om te duiden wanneer hier sprake van is. De EDPB spreekt van ernstige, aanzienlijke effecten, groot of belangrijk genoeg zijn om aandacht te verdienen. Dat is in ieder geval zo als het besluit het potentieel heeft om de omstandigheden, het gedrag of de keuze van de betrokken personen in aanmerkelijke mate te treffen; een langdurig of blijvend effect op de betrokkene te hebben; of in het uiterste geval, tot uitsluiting of discriminatie te leiden. </p>
-<p>Dit vraagt per geval om een analyse welke 'keuzes' van het systeem welke gevolgen hebben voor een individu en of die gevolgen rechtsgevolgen zijn of alleen een feitelijk gevolg. Zie voor een nadere toelichting hiervoor het advies van de Autoriteit Persoonsgegevens inzake geautomatiseerde selectietechnieken.</p>
-<h4 id="toepassing">Toepassing</h4>
-<p>Volledig geautomatiseerde vaststelling van een publiekrechtelijk besluit zoals een aanslag, een boete of een vergunning heeft rechtsgevolgen. Een beslissing dat een bepaalde aanvraag in aanmerking komt voor handmatige controle heeft op zichzelf geen rechtsgevolg - de rechtspositie van de betrokkene wijzigt (nog) niet. Wel moet beoordeeld worden of de betrokkene door dat besluit anderszins (dus feitelijk) in aanmerkelijke mate wordt getroffen. </p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679">Artikel 22 Algemene Verordening Gegevensbescherming</a></li>
-<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0040940&amp;hoofdstuk=4&amp;artikel=40&amp;z=2021-07-01&amp;g=2021-07-01">Artikel 40 Uitvoeringswet AVG</a> </li>
-<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0005537&amp;hoofdstuk=1&amp;titeldeel=1.1&amp;artikel=1:3&amp;z=2024-05-01&amp;g=2024-05-01">Artikel 1:3 Algemene wet bestuursrecht</a></li>
-<li><a href="https://www.rijksoverheid.nl/documenten/rapporten/2024/03/13/bijlage-2-advies-landsadvocaat-over-geautomatiseerde-selectietechniek">Advies landsadvocaat over geautomatiseerde selectietechnieken</a></li>
-<li><a href="https://www.autoriteitpersoonsgegevens.nl/system/files?file=2024-10/Advies%20geautomatiseerde%20besluitvorming%20artikel%2022%20AVG.pdf">Advies artikel 22 AVG en geautomatiseerde selectie-instrumenten</a></li>
-<li>[Kamerbrief met kabinetsreactie AP-advies over geautomatiseerde selectie-instrumenten](<a href="https://www.rijksoverheid.nl/documenten/kamerstukken/2024/12/03/kabinetsreacties-ap-advies-inzake-geautomatiseerde-selectie-instrumenten">Kamerbrief met kabinetsreactie AP-advies over geautomatiseerde selectie-instrumenten0</a></li>
-</ul>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<h2 id="risico">Risico</h2>
-<p>Bij geautomatiseerde besluitvorming kan het risico ontstaan dat kenmerken van een bepaalde groep ten onrechte worden tegengeworpen aan een individu die deze kenmerken niet hoeft te bezitten.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/index.html">owp-22</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-22-invloed-besluitvorming-algoritmes-aanbieders/index.html">Bepaal in een aanbesteding of algoritmes van een aanbieder bepalende invloed hebben in een besluit richting personen</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">imp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">Richt de juiste menselijke controle in van het algoritme</a></td></tr></tbody></table>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html
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-  <h1>Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen.</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">avg-11</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Privacy en gegevensbescherming door goed ontwerp en door standaardinstellingen.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Gegevensbescherming door ontwerp en standaardinstellingen houdt in dat privacy- en gegevensbescherming vanaf het begin worden geïntegreerd in de ontwikkeling van systemen en processen (ook wel privacy-by-design genoemd).</p>
-<p>Door al bij het ontwerp rekening te houden met privacyaspecten en door standaardinstellingen die privacy bevorderen, wordt de bescherming van persoonsgegevens versterkt. Hierbij kan worden gedacht een het pseudonimiseren van persoonsgegevens of dataminimalisatie.</p>
-<p>Deze aanpak zorgt ervoor dat privacy-overwegingen een integraal onderdeel zijn van alle aspecten van gegevensverwerking en draagt bij aan het vertrouwen van individuen in de veilige omgang met hun gegevens.
-Dit is eveneens van toepassing als persoonsgegevens worden verwerkt bij het ontwikkelen en gebruiken van algoritmes.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679#d1e3055-1-1">Artikel 25 Algemene Verordening Gegevensbescherming</a></li>
-</ul>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<h2 id="risico">Risico</h2>
-<p>Door privacy en gegevensbescherming door ontwerp en standaardinstellingen niet toe te passen, kan een inbreuk op rechten van betrokkenen ontstaan.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">owp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-10-projectstartarchitectuur/index.html">Maak een Project Startarchitectuur (PSA) voor de ontwikkeling of inkoop van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">owp-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</a></td></tr></tbody></table>
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-  <h1>Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen.</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">avg-12</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Rekening houdend met de stand van de techniek, de uitvoeringskosten, alsook met de aard, de omvang, de context en de verwerkingsdoeleinden en de qua waarschijnlijkheid en ernst uiteenlopende risico's voor de rechten en vrijheden van personen, treffen de verwerkingsverantwoordelijke en de <abbr title="Een .. rechtspersoon, een overheidsinstantie, een dienst of een ander orgaan die/dat ten behoeve van de verwerkingsverantwoordelijke persoonsgegevens verwerkt.">verwerker</abbr> passende technische en organisatorische maatregelen om een op het risico afgestemd beveiligingsniveau te waarborgen.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Voor de ontwikkeling en gebruik van algoritmes is data nodig.
-Deze data kan persoonsgegevens bevatten die moeten worden beschermd.
-De organisatie zal technische en organisatorische maatregelen moeten treffen om de data en het algoritme voldoende te beschermen.
-Hierbij kan worden gedacht aan dataminimalisatie, het pseudonimiseren of aggregeren van persoonsgegevens.
-Per toepassing moet worden onderzocht welke maatregelen hiervoor geschikt zijn.</p>
-<h2 id="bronnen">Bronnen</h2>
-<p><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/?uri=CELEX:32016R0679">Artikel 32 Algemene Verordening Gegevensbescherming</a>|</p>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<h2 id="risico">Risico</h2>
-<p>Er kunnen risico's ontstaan zoals potentiële cyberaanvallen en datalekken.
-Dit kan leiden bijvoorbeeld tot verlies of diefstal van gevoelige gegevens, verstoring van organisatieprocessen,ongeautoriseerde toegang, vernietiging en onrechtmatige verwerking.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">owp-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">Maak vereisten voor algoritmes onderdeel van de Service Level Agreement</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/index.html">dat-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-05-pseudonimiseren-anonimiseren/index.html">Bescherm persoonsgegevens door data te anonimiseren, pseudonimiseren of te aggregeren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/index.html">owk-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/index.html">Ontwerp en ontwikkel het algoritme volgens de principes van ‘security by design’</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">mon-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">Beveilig de software</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">mon-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">Maak een noodplan voor beveiligingsincidenten</a></td></tr></tbody></table>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/index.html
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-  <h1>Een gegevensbeschermingseffectbeoordeling (DPIA) is verplicht, indien een verwerking van persoonsgegevens waarschijnlijk een hoog risico inhoudt voor de rechten en vrijheden van natuurlijke personen.</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">avg-13</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/privacy-en-gegevensbescherming/">Privacy en gegevensbescherming</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Een gegevensbeschermingseffectbeoordeling (DPIA) is verplicht, indien een verwerking van persoonsgegevens waarschijnlijk een hoog risico inhoudt voor de rechten en vrijheden van natuurlijke personen.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Een Gegevensbeschermingseffectbeoordeling (GEB) of Data Protection Impact Assessment (DPIA) is verplicht wanneer de verwerking van persoonsgegevens waarschijnlijk een hoog risico met zich meebrengt voor de rechten en vrijheden van natuurlijke personen. </p>
-<p>Deze beoordeling identificeert en beperkt potentiële risico's en zorgt ervoor dat passende maatregelen worden genomen om de privacy van individuen te beschermen. </p>
-<p>Deze verplichting draagt bij aan een zorgvuldige en verantwoorde omgang met persoonsgegevens in algoritmes, waardoor de privacy van individuen wordt gewaarborgd.</p>
-<p>Let op: de DPIA verplichting is niet gebaseerd op de hoog-risico criteria uit de AI-act. Volgens <a href="https://wetten.overheid.nl/BWBR0042812/2019-11-27">Besluit lijst verwerkingen persoonsgegevens waarvoor een gegevensbeschermingseffectbeoordeling (DPIA) verplicht is, Autoriteit Persoonsgegevens</a> moet voor het uitvoeren van een DPIA in ieder geval uitgegaan worden van een hoog risico als er sprake is van één van de volgende voorwaarden:</p>
-<ol>
-<li>Evaluatie of scoretoekenning</li>
-<li>Geautomatiseerde besluitvorming met rechtsgevolg of vergelijkbaar wezenlijk gevolg</li>
-<li>Stelselmatige monitoring</li>
-<li>Gevoelige gegevens of gegevens van zeer persoonlijke aard</li>
-<li>Op grote schaal verwerkte gegevens</li>
-<li>Matching of samenvoeging van datasets</li>
-<li>Gegevens met betrekking tot kwetsbare betrokkenen</li>
-<li>Innovatief gebruik of innovatieve toepassing van nieuwe technologische of organisatorische oplossingen</li>
-<li>de situatie waarin als gevolg van de verwerking zelf "betrokkenen [...] een recht niet kunnen uitoefenen of geen beroep kunnen doen op een dienst of een overeenkomst";</li>
-</ol>
-<p>Het is mogelijk dat algoritmes die niet aan één of meer van deze eigenschappen voldoen toch voor een potentieel hoog risico zorgen. </p>
-<p>Gebruiksverantwoordelijken van AI-systemen met een hoog risico gebruiken die informatie op grond van artikel 13 AI Verordening om hun verplichting na te komen om een gegevensbeschermingseffectbeoordeling uit te voeren. </p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679">Artikel 35 Algemene Verordening Gegevensbescherming</a></li>
-<li><a href="https://www.europarl.europa.eu/doceo/document/TA-9-2024-0138-FNL-COR01_NL.pdf">Artikel 26(9) Verordening Artificiële Intelligentie</a> </li>
-<li><a href="https://wetten.overheid.nl/BWBR0042812/2019-11-27">Besluit lijst verwerkingen persoonsgegevens waarvoor een gegevensbeschermingseffectbeoordeling (DPIA) verplicht is, Autoriteit Persoonsgegevens</a></li>
-<li><a href="https://www.autoriteitpersoonsgegevens.nl/themas/basis-avg/praktisch-avg/data-protection-impact-assessment-dpia#:~:text=Een%20DPIA%20is%20een%20instrument,Algemene%20verordening%20gegevensbescherming%20(AVG)%3B">Data protection impact assessment (DPIA) Autoriteit Persoonsgegevens</a></li>
-</ul>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<h2 id="risico">Risico</h2>
-<p>Het niet evalueren van de impact van het verwerking van persoonsgegevens in algoritmes kan resulteren in het niet onderkennen van de bijbehorende risico's  en het niet op tijd te mitigieren van deze risico's.
-Dit kan leiden tot potentiële schendingen van de rechten en vrijheden van betrokkenen en een onrechtmatige verwerking.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">owp-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-09-model-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">Een model-verwerkersovereenkomst is onderdeel van de aanbesteding als persoonsgegevens worden verwerkt</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">owp-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-14-verwerkersovereenkomst-onderdeel-aanbesteding/index.html">Maak het opstellen van een verwerkersovereenkomst onderdeel van de aanbesteding als persoonsgegevens worden verwerkt.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html">owk-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-03-privacyrisico/index.html">Analyseer de privacy-risico’s en neem maatregelen om deze risico’s laag te houden</a></td></tr></tbody></table>
-
-<h2 id="hulpmiddelen">Hulpmiddelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">Hulpmiddelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/DPIA/index.html">Data Protection Impact Assessment</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/hulpmiddelen/toetsingskader-algemene-rekenkamer/index.html">Toetsingskader Algoritmes Algemene Rekenkamer</a></td></tr></tbody></table>
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-  <h1>Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">awb-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwikkelen/">Ontwikkelen</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/fundamentele-rechten/">Fundamentele rechten</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Het zorgvuldigheidsvereiste eist dat een besluit met de nodige zorgvuldigheid wordt voorbereid en juist wordt genomen.
-Dit vraagt onder meer om een zorgvuldig onderzoek naar informatie, feiten, een zorgvuldige beslissingsprocedure en een deugdelijke besluitvorming. </p>
-<p>Dit betekent dat bij de ontwikkeling en gebruik van algoritmes informatie moet worden vastgelegd  over het algoritme. Hierbij kan worden gedacht aan:
-- Dat het <a href="1-pba-01-formuleren-probleemdefinitie.md">doel en eventuele subdoelen</a> van het algoritme of AI-systeem helder zijn gedefinieerd, ook in relatie tot het maatschappelijke resultaat (outcome).
-- Een bewuste afweging afmaken en vaststellen of het algoritme het <a href="1-pba-01-formuleren-probleemdefinitie">juiste middel is om het probleem</a> op doelmatige en doeltreffende wijze op te lossen.
-- Dat de werking van het algoritme is onderzocht en is vastgesteld dat dit <a href="5-ver-03-functioneren-in-lijn-met-doeleinden.md">passend is</a> om te gebruiken in een besluitvormingsproces.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0005537&amp;hoofdstuk=3&amp;afdeling=3.2&amp;z=2024-05-01&amp;g=2024-05-01">Afdeling 3.2 Algemene wet bestuursrecht</a></li>
-<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0005537&amp;hoofdstuk=3&amp;afdeling=3.4&amp;z=2024-05-01&amp;g=2024-05-01">Afdeling 3.4 Algemene wet bestuursrecht</a></li>
-<li><a href="https://www.autoriteitpersoonsgegevens.nl/system/files?file=2024-10/Advies%20geautomatiseerde%20besluitvorming%20artikel%2022%20AVG.pdf">Advies artikel 22 AVG en geautomatiseerde selectie-instrumenten</a></li>
-</ul>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<h2 id="risico">Risico</h2>
-<p>De werking van het algoritmes sluit niet of onvoldoende aan bij de juridische en ethische grenzen van de te ondersteunen wettelijke taak.
-Hierdoor kunnen ongewenste gevolgen ontstaan zoals een onjuist of onzorgvuldig genomen besluit.</p>
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-  <h1>Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">awb-02</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Een besluit berust op een deugdelijke en kenbare motivering.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>De Awb eist dat een besluit een deugdelijke en kenbare motivering heeft. Dit geldt ook als algoritmes worden ingezet. Een betrokkene moet in staat zijn om te controleren of de overheid een besluit correct heeft genomen. Het motiveringsbeginsel draagt bij aan doelen als verantwoording kunnen afleggen en het bieden van rechtsbescherming. Het kan in samenhang worden gezien met <a href="../avg-07-transparantie-bij-verwerken-persoonsgegevens/">transparantieverplichtingen</a> die voortkomen uit de AVG. </p>
-<p>Het is van belang dat inzichtelijk wordt gemaakt in het besluit welke gegevens zijn verwerkt en welke 'aannames' een algoritme bevat. Dit speelt in het bijzonder als gebruik wordt gemaakt van geautomatiseerde besluitvormingsprocessen. Hierbij kan worden gedacht aan:</p>
-<ul>
-<li>
-<p>Dat een besluit tot stand is gekomen met behulp van een algoritme.</p>
-</li>
-<li>
-<p>Van welke feiten het bestuursorgaan is uitgegaan.</p>
-</li>
-<li>
-<p>Welke gegevens zijn verwerkt.</p>
-</li>
-<li>
-<p>Welke relevante belangen tegen elkaar zijn afgewogen en hoe die afweging is verlopen.</p>
-</li>
-<li>
-<p>Welke regels zijn gebruikt.</p>
-</li>
-<li>
-<p>Wat de hierachter is (kenbaarheid).</p>
-</li>
-<li>
-<p>Welke analytische technieken zijn gebruikt.</p>
-</li>
-<li>
-<p>Waarom deze regels en logica relevant zijn (uitleg)?</p>
-</li>
-<li>
-<p>Op welke wijze de regels en logica tot stand zijn gekomen en hoe deze regels worden gevalideerd.</p>
-</li>
-</ul>
-<p>Een besluit moet informatie hierover bevatten om als om als voldoende draagkrachtig gemotiveerd te gelden.
-Het motiveringsbeginsel op grond van de Awb is beperkt tot besluiten in de zin van de Awb. </p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://wetten.overheid.nl/BWBR0005537/2024-09-01/#Hoofdstuk3_Afdeling3.7_Artikel3:46">Artikel 3:46 en 3:47 Awb</a></li>
-<li>Jurisprudentie over AERIUS (ABRvS 18 juli 2018, ECLI:NL:RVS:2018:2454), Hof van Justitie C-274/18</li>
-<li><a href="https://www.autoriteitpersoonsgegevens.nl/system/files?file=2024-10/Advies%20geautomatiseerde%20besluitvorming%20artikel%2022%20AVG.pdf">Advies artikel 22 AVG en geautomatiseerde selectie-instrumenten</a></li>
-</ul>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<h2 id="risico">Risico</h2>
-<p>Het is onduidelijk op wat voor manier het algoritmes heeft bijgedragen aan de totstandkoming van een besluit. </p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html">owp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-30-toepassen_uitlegbaarheidstechnieken/index.html">Pas uitlegbaarheidstechnieken toe en evalueer en valideer deze.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">imp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">Maak gebruik van een algoritme dat bronvermelding kan genereren bij de output.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html">ver-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-03-vertaling-wetgeving-naar-systeem/index.html">Controleer regelmatig of het algoritme voldoet aan alle wetten en regels en het eigen beleid</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">imp-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-09-politiek-bestuurlijk-besluit/index.html">Maak een openbaar besluit over de inzet van het algoritme</a></td></tr></tbody></table>
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-  <h1>Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">bio-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/beleid-en-advies/">Beleid en advies</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/ontwikkelaar/">Ontwikkelaar</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/technische-robuustheid-en-veiligheid/">Technische robuustheid en veiligheid</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Informatie en informatiesystemen moeten op de juiste manier worden beveiligd.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Informatiebeveiliging is het proces van vaststellen van de vereiste beveiliging van informatiesystemen in termen van vertrouwelijkheid, beschikbaarheid en integriteit alsmede het treffen, onderhouden en controleren van een samenhangend pakket van bijbehorende maatregelen.
-In Nederland is besloten dat overheidsinstellingen de Baseline Informatiebeveiliging Overheid (BIO) dienen toe te passen over hun informatie en informatiesystemen.
-De BIO beoogt de beveiliging van informatie(systemen) bij alle bestuurslagen en bestuursorganen van de overheid te bevorderen, zodat alle onderdelen erop kunnen vertrouwen dat onderling uitgewisselde gegevens, in lijn met wet- en regelgeving, passend beveiligd zijn.</p>
-<p>Algoritmes en hun output kunnen onderdeel worden van de informatie en informatiesystemen waar de BIO op van toepassing is.
-Het is van belang om algoritmische toepassingen en AI-systemen op de juiste manier te beveiligen.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://www.bio-overheid.nl/category/producten?product=BIO">Baseline Informatiebeveiliging Overheid</a> </li>
-<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0022141&amp;z=2007-07-01&amp;g=2007-07-01">Besluit voorschrift informatiebeveiliging rijksdienst 2007</a></li>
-</ul>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<h2 id="risico">Risico</h2>
-<p>Er kunnen risico's ontstaan zoals ongeautoriseerde toegang, vernietiging, verlies, wijziging of niet-toegestane verwerking van gegevens als de informatie en informatiesystemen onvoldoende zijn beveiligd.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/index.html">org-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-11-gebruikersbeheer/index.html">Maak afspraken over het beheer van gebruikers</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/index.html">org-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-13-wachtwoordbeheer/index.html">Maak afspraken over het beheer van wachtwoorden</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/index.html">org-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-14-wijzigingenproces/index.html">Maak afspraken over het wijzigen van de code</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/index.html">owp-24</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-24-risico-analyse-informatiebeveiliging-leverancier/index.html">Voer een risico-analyse met de aanbieder uit op het gebied van informatiebeveiliging bij een uitbestedingstraject</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">owp-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">Maak vereisten voor algoritmes onderdeel van de Service Level Agreement</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">owp-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">org-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-toepassen_vastgestelde-beleidskaders/index.html">Pas vastgestelde beleidskaders toe</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/index.html">owk-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-01-security-by-design/index.html">Ontwerp en ontwikkel het algoritme volgens de principes van ‘security by design’</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/index.html">owk-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-04-logging/index.html">Maak logbestanden waarin staat wie wanneer toegang had tot de data en de code</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/index.html">mon-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-01-backups-maken/index.html">Maak back-ups van algoritmes</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">mon-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-02-beveiliging-algoritme/index.html">Beveilig de software</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">mon-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/7-mon-03-informatiebeveiligingsincidenten/index.html">Maak een noodplan voor beveiligingsincidenten</a></td></tr></tbody></table>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/index.html
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-  <h1>Impactvolle algoritmes en hoog-risico-AI-systemen staan in het Nederlandse Algoritmeregister</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">bzk-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/implementatie/">Implementatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Bestuursorganen publiceren algoritmes met impact en hoog-risico-AI-systemen in het <a href="../../hulpmiddelen/algoritmeregister/">Nederlandse Algoritmeregister</a>.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Het publiceren van algoritmes draagt bij aan transparantie voor belanghebbenden en derden over welke algoritmes worden gebruikt door de overheid.
-Het is vastgesteld beleid dat overheidsinstellingen, tenzij er uitsluitingsgronden zijn, de door hen gebruikte impactvolle algoritmes en hoogrisico AI-systemen publiceren in het algoritmeregister.
-Er wordt gewerkt aan wetgeving om het bij wet verplicht te stellen.</p>
-<h2 id="bronnen-bestaand-beleid">Bronnen (bestaand beleid)</h2>
-<ul>
-<li><a href="https://www.digitaleoverheid.nl/wp-content/uploads/sites/8/2023/12/Handreiking-Algoritmeregister-versie-1.0.pdf">Handreiking Algoritmeregister</a></li>
-<li><a href="https://open.overheid.nl/documenten/8fb16ed3-0946-49d5-bf1a-96724f1762d6/file">Geactualiseerde Werkagenda Waardengedreven Digitaliseren 2024</a></li>
-<li>Kamerbrieven</li>
-</ul>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<h2 id="risico">Risico</h2>
-<p>Door het niet publiceren van impactvolle algoritmes of hoog risico AI -systemen in het Algoritmeregister, is het voor betrokkenen of belanghebbenden minder goed mogelijk om de overheid kritisch te volgen, te bevragen en te controleren op de inzet van deze technologieën die hen kunnen raken. 
-Bij het onjuist of onvolledig publiceren in het Algortimeregister ontstaat er een risico dat betrokkenen en belanghebbenden onjuiste inschattingen maken over het gebruik van het algoritmes en daardoor in hun rechten worden beperkt.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html">imp-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-04-publiceren-algoritmeregister/index.html">Publiceer impactvolle algoritmes en hoog-risico-AI-systemen in het Algoritmeregister</a></td></tr></tbody></table>
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-  <h1>Databanken worden alleen gebruikt met toestemming van de databank-producent</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">dat-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/data/">Data</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Het is verboden om zonder goedkeuring van de producent een databank op te vragen en/of te hergebruiken.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>De Databankrichtlijn en Databankenwet beschermt de producten/fabrikanten van databanken tegen onrechtmatige toe-eigening van een databank.
-Degene die een substantiële financiële en professionele investering heeft verricht om de inhoud van de databank te verkijgen en te verzamelen, krijgt een verbodsrecht en kan zo anderen verbieden de databank te gebruiken.
-Bij verkrijgen gaat het om "het verzamelen van de werken, gegevens of andere zelfstandige elementen die tezamen de inhoud van de databank vormen".
-Dit recht bestaat naast het recht op bescherming van de originele keuze of rangschikking van de inhoud van databanken (auteurswet).</p>
-<p>Voor het ontwikkelen van algoritme is data nodig.
-De data die hiervoor wordt gebruikt mag niet ongeoorloofd zijn verkregen uit een databank.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0010591&amp;artikel=I&amp;z=2021-06-07&amp;g=2021-06-07">Artikel 1 en 2 Databankenwet</a></li>
-<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0010591&amp;artikel=I&amp;z=2021-06-07&amp;g=2021-06-07">Artikel 5a en 5b Databankenwet</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:31996L0009">Artikel 7 Databankrichtlijn</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:31996L0009">Overwegingen 39 - 41 Databankrichtlijn</a></li>
-</ul>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<h2 id="risico">Risico</h2>
-<p>Als een ontwikkelaar onbevoegd gebruik heeft gemaakt van data uit een databank bij de ontwikkeling van algoritmes, wordt het databankenrecht geschonden van de eigenaar.
- De eigenaar van de databank kan bijvoorbeeld ontrekking van de data uit het handelsverkeer, vernietiging en onbruikbaarmaking  eisen, wat vergaande gevolgen kan hebben voor het gebruik kunnen maken van de algoritmische toepassing of AI-systeem.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/index.html">owp-27</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-27-contractuele-afspraken-data-en-artefacten/index.html">Maak (contractuele) afspraken over data en artefacten met een aanbieder</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">imp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-31-genereren-bronvermelding/index.html">Maak gebruik van een algoritme dat bronvermelding kan genereren bij de output.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html">dat-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/3-dat-08-eigenaarschap-data/index.html">Zorg dat je controle of eigenaarschap hebt over de data</a></td></tr></tbody></table>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html
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-  <h1>Algoritmes schenden geen grondrechten of mensenrechten</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">grw-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/probleemanalyse/">Probleemanalyse</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/ontwerp/">Ontwerp</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/fundamentele-rechten/">Fundamentele rechten</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Fundamentele vrijheden, mensenrechten en grondrechten worden beschermd bij de inzet van algoritmes.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Mensenrechten gelden voor alle mensen op de wereld.
-De mensenrechten in Nederland zijn beschermd door nationale wetten en internationale verdragen.
-In Nederland staan veel mensenrechten in hoofdstuk 1 van de Grondwet.
-Deze rechten heten ook wel ’grondrechten’.
-Een bekend voorbeeld is artikel 1 van de Grondwet.
-Om mensenrechten te beschermen zijn ze op Europees en internationaal niveau in verschillende verklaringen en verdragen vastgelegd.</p>
-<p>Mensenrechten kunnen soms onder druk komen te staan.
-De inzet van algoritmes kan bijvoorbeeld een bedreiging vormen voor de privacy van burgers, voor het  recht op gelijke behandeling en voor het recht op behoorlijk bestuur.
-Het is daarom belangrijk om tijdig te onderzoeken of er sprake is of kan zijn van een eventuele inbreuk op fundamentele rechten en vrijheden van burgers. Het is van belang dat maatregelen worden getroffen om een eventuele inbreuk te voorkomen.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0001840&amp;hoofdstuk=1&amp;artikel=1&amp;z=2023-02-22&amp;g=2023-02-22">Grondwet</a></li>
-<li>Europees Verdragvoor de Rechten van de Mens (EVRM)</li>
-<li>Handvest van de grondrechten van de Europese Unie</li>
-<li>Universele Verklaring van de Rechten van de Mens (UVRM)</li>
-<li>Internationaal Statuut van de Rechten van de Mens</li>
-<li>Internationale Verdrag inzake burgerrechten en politieke rechten (IVBPR)</li>
-<li>Internationale Verdrag inzake economische, sociale en culturele rechten (IVESCR)</li>
-<li>Internationaal Verdrag inzake de uitbanning van alle vormen van rassendiscriminatie (CERD)</li>
-<li>Internationaal Verdrag voor de rechten van het kind (CRC)</li>
-<li>Internationaal Verdrag voor de Rechten van Mensen met een Handicap (VN-verdrag Handicap)</li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=OJ:L_202401689#d1e4433-1-1">Artikel 27 Verordening Artificiële Intelligentie</a></li>
-</ul>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<h2 id="risico">Risico</h2>
-<p>Grondrechten kunnen worden geraakt door de inzet van algoritmes met eventuele schadelijke gevolgen voor betrokkenen. </p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">owp-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-06-afwegen-grondrechten/index.html">Inventariseer welke grondrechten het algoritme kan schenden en maak een belangenafweging</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/index.html">owp-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-07-kwetsbare-groepen/index.html">Maak een lijst van de meest kwetsbare groepen en bescherm hen extra</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">owp-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">owk-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">Maak een noodplan voor het stoppen van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">Toets het algoritme op bias</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">imp-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-03-menselijke-tussenkomst/index.html">Richt de juiste menselijke controle in van het algoritme</a></td></tr></tbody></table>
-
-<h2 id="hulpmiddelen">hulpmiddelen</h2>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/index.html
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-  <h1>Algoritmes discrimineren niet</h1>
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-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">grw-02</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/dataverkenning-en-datapreparatie/">Dataverkenning en datapreparatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/verificatie-en-validatie/">Verificatie en validatie</a></span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/monitoring-en-beheer/">Monitoring en beheer</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/bias-en-non-discriminatie/">Bias en non discriminatie</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Allen die zich in Nederland bevinden, worden in gelijke gevallen gelijk behandeld.
-Directe en <abbr title="Wanneer een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een bepaald beschermd persoonskenmerk (discriminatiegrond) in vergelijking met andere personen in het bijzonder benadeelt, tenzij hiervoor een objectieve rechtvaardiging bestaat.">indirecte discriminatie</abbr> wegens godsdienst, levensovertuiging, politieke gezindheid, ras, geslacht, handicap, seksuele gerichtheid of op welke grond dan ook, is niet toegestaan.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Overheidsinstanties moeten zich bij het uitvoeren van hun taken onthouden van discriminatie, ook wanneer er gebruik wordt gemaakt van algoritmes.
-Wanneer er algoritmes worden gebruikt om selecties te maken van burgers, dienen we te streven naar een gelijke behandeling van personen of groepen ten opzichte van andere personen in een vergelijkbare situatie.
-Hierbij is het belangrijk te beseffen dat discriminatie ook op indirecte wijze kan ontstaan.
-Hiervan is sprake wanneer een ogenschijnlijk neutrale bepaling, maatstaf of handelwijze personen met een beschermd persoonskenmerk in vergelijking met andere personen in het bijzonder benadeelt, tenzij hiervoor een <abbr title="Van een objectieve rechtvaardiging voor onderscheid is sprake wanneer onderscheid een legitiem doel nastreeft en er een redelijke relatie van evenredigheid bestaat tussen het gemaakte onderscheid en het nagestreefde doel.">objectieve rechtvaardiging</abbr> bestaat.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0001840&amp;hoofdstuk=1&amp;artikel=1&amp;z=2023-02-22&amp;g=2023-02-22">Artikel 1 Grondwet</a> </li>
-<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBV0001000&amp;titeldeel=I&amp;artikel=14&amp;z=2021-08-01&amp;g=2021-08-01">Artikel 14 Verdrag tot bescherming van de rechten van de mens en de fundamentele vrijheden, Rome, 04-11-1950</a></li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/PDF/?uri=CELEX:12012P/TXT">Artikel 21 Handvest van de Grondrechten van de Europese Unie</a></li>
-<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0006502&amp;hoofdstuk=1&amp;paragraaf=1&amp;artikel=1&amp;z=2020-01-01&amp;g=2020-01-01">Artikel 1 Algemene wet gelijke behandeling</a> </li>
-<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBV0001676&amp;artikel=1&amp;z=2005-04-01&amp;g=2005-04-01">Artikel 1 Protocol nr. 12 bij het Verdrag tot bescherming van de rechten van de mens en de fundamentele vrijheden, Rome, 04-11-2000</a> </li>
-<li><a href="https://eur-lex.europa.eu/legal-content/NL/TXT/HTML/?uri=CELEX:32016R0679">Artikel 9 Algemene Verordening Gegevensbescherming</a> </li>
-<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0005537&amp;hoofdstuk=2&amp;afdeling=2.1&amp;artikel=2:4&amp;z=2024-05-01&amp;g=2024-05-01">Artikel 2:4 Algemene wet bestuursrecht</a> </li>
-</ul>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<h2 id="risico">Risico</h2>
-<p>Het risico bestaat dat het model onwenselijke systematische afwijkingen creëert voor specifieke personen, groepen of andere eenheden, wat kan duiden op directe of indirecte discriminerende effecten van het algoritme.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/index.html">imp-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/0-org-15-discriminatieprotocol/index.html">Stel een protocol vast voor de situatie dat er (een vermoeden van) discriminatie door een algoritme is geconstateerd en pas dit wanneer nodig toe.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">owp-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-28-pas-vastgestelde-beleidskaders-zijn-nageleefd/index.html">Pas vastgestelde interne beleidskaders toe en maak aantoonbaar dat deze zijn nageleefd bij het ontwikkelen, inkopen en gebruiken van algoritmes.</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">owk-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/4-owk-02-stopzetten-gebruik/index.html">Maak een noodplan voor het stoppen van het algoritme</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">ver-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/5-ver-02-biasanalyse/index.html">Toets het algoritme op bias</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">imp-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-02-aselecte-steekproeven/index.html">Doe aselecte steekproeven om algoritmes met 'risicogestuurde selectie’ te controleren</a></td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html">imp-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/6-imp-05-werkinstructies-medewerkers/index.html">Spreek af hoe medewerkers omgaan met het algoritme.</a></td></tr></tbody></table>
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diff --git a/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/index.html b/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/index.html
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-<h1 id="vereisten">Vereisten</h1>
-<p>Overzicht van de belangrijkste vereisten voor overheden die algoritmes of AI-systemen ontwikkelen of gebruiken. </p>
-<h2 id="wetten-en-regels">Wetten en regels</h2>
-<p>De vereisten zijn gebaseerd op de wetten en regels voor het uitvoeren van wettelijke taken, zoals de:</p>
-<ul>
-<li>AI-verordening</li>
-<li>Algemene verordening gegevensbescherming (AVG)</li>
-<li>Algemene wet bestuursrecht (Awb)</li>
-<li>Algemene wet gelijke behandeling (Awgb) </li>
-<li>Auteurswet</li>
-<li>Baseline Informatiebeveiliging Overheid (BIO)</li>
-<li>Grondwet</li>
-</ul>
-<p>Bij elke vereiste staat de bron er duidelijk bij.</p>
-<div class="admonition warning">
-<p class="admonition-title">Let op!</p>
-<p>Het Algoritmekader biedt een overzicht van de belangrijkste vereisten. Dit is niet volledig. Sectorspecifieke wetgeving is bijvoorbeeld niet meegenomen. Hierdoor kan het zijn dat er meer regelgeving van geldt voor jouw toepassing. </p>
-</div>
-<h2 id="aantal-vereisten-verschilt-per-situatie">Aantal vereisten verschilt per situatie</h2>
-<p>Welke vereisten gelden voor jouw organisatie, hangt af van:</p>
-<ul>
-<li>de technologie die je gebruikt: rekenregels, machinelearning of generatieve AI</li>
-<li>de risicoclassificatie van het algoritme dat je gebruikt</li>
-<li>je rol: ben je ontwikkelaar of alleen gebruiker van het algoritme?</li>
-</ul>
-<h3 id="voorbeeld">Voorbeeld</h3>
-<blockquote>
-<p>Impactvolle algoritmes en AI-systemen worden gepubliceerd in het Nederlandse algoritmeregister.</p>
-</blockquote>
-<p>Deze vereiste geldt alleen voor impactvolle algoritmes en hoog-risico-AI-systemen. Een niet-impactvolle rekenregel hoef je niet te registreren.</p>
-<h2 id="overzicht-vereisten">Overzicht vereisten</h2>
-<div class="filter-container"><div class="filter-item filter-item--search"><label for="filterInput">Zoeken</label><input type="text" id="filterInput" class="filter-item__input" onkeyup="filterTable()" placeholder="Zoek op vereisten"></div><div class="filter-item filter-item--roles"><label for="filterSelect">Rollen</label><select id="filterSelect" class="js-example-basic-multiple filter-item__select" name="states[]" multiple="multiple" data-placeholder="Selecteer rollen"><option value="beleid-en-advies">beleid-en-advies</option><option value="jurist">jurist</option><option value="ontwikkelaar">ontwikkelaar</option><option value="projectleider">projectleider</option></select></div><div class="filter-item filter-item--levenscyclus"><label for="filterLevenscyclusSelect">Levenscyclus</label><select id="filterLevenscyclusSelect" class="js-example-basic-multiple filter-item__select" name="states[]" multiple="multiple" data-placeholder="Selecteer fases"><option value="dataverkenning-en-datapreparatie">dataverkenning-en-datapreparatie</option><option value="implementatie">implementatie</option><option value="monitoring-en-beheer">monitoring-en-beheer</option><option value="ontwerp">ontwerp</option><option value="ontwikkelen">ontwikkelen</option><option value="organisatieverantwoordelijkheden">organisatieverantwoordelijkheden</option><option value="probleemanalyse">probleemanalyse</option><option value="uitfaseren">uitfaseren</option><option value="verificatie-en-validatie">verificatie-en-validatie</option></select></div><div class="filter-item filter-item--onderwerp"><label for="filterOnderwerpSelect">Onderwerpen</label><select id="filterOnderwerpSelect" class="js-example-basic-multiple filter-item__select" name="subjects[]" multiple="multiple" data-placeholder="Selecteer onderwerpen"><option value="bias-en-non-discriminatie">bias-en-non-discriminatie</option><option value="data">data</option><option value="fundamentele-rechten">fundamentele-rechten</option><option value="governance">governance</option><option value="menselijke-controle">menselijke-controle</option><option value="privacy-en-gegevensbescherming">privacy-en-gegevensbescherming</option><option value="technische-robuustheid-en-veiligheid">technische-robuustheid-en-veiligheid</option><option value="transparantie">transparantie</option></select></div></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Vereisten</th><th role="columnheader">Rollen</th><th role="columnheader">Levenscyclus</th><th role="columnheader">Onderwerpen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/index.html">aia-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-01-ai-geletterdheid/index.html">Personeel en gebruikers zijn voldoende AI-geletterd.</a></td><td>
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-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/index.html">aia-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-01-verboden-AI-praktijken/index.html">Verboden AI-systemen mogen niet worden gebruikt.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                organisatieverantwoordelijkheden
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/probleemanalyse" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                probleemanalyse
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/index.html">aia-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-02-documentatie-beoordeling-niet-hoog-risico-ai/index.html">Beoordeling als niet 'hoog-risico-AI-systeem' is gedocumenteerd.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                transparantie
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/index.html">aia-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-03-risicobeheersysteem/index.html">Hoog-risico-AI-systemen zijn voorzien van een risicobeheersysteem</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                organisatieverantwoordelijkheden
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/index.html">aia-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-04-risicobeoordeling-voor-jongeren-en-kwetsbaren/index.html">Hoog-risico-AI-systemen vormen geen risico voor kwetsbare groepen zoals kinderen.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/fundamentele-rechten" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                fundamentele-rechten
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/bias-en-non-discriminatie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                bias-en-non-discriminatie
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/index.html">aia-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-05-data-kwaliteitscriteria/index.html">Datasets voor hoog-risico-AI-systemen voldoen aan kwaliteitscriteria</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                dataverkenning-en-datapreparatie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/verificatie-en-validatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                verificatie-en-validatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/data" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                data
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/index.html">aia-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-06-technische-documentatie/index.html">Hoog-risico-AI-systemen zijn voorzien van voldoende technische documentatie.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                dataverkenning-en-datapreparatie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/verificatie-en-validatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                verificatie-en-validatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                transparantie
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/index.html">aia-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-07-automatische-logregistratie/index.html">Hoog-risico-AI-systemen loggen automatisch bepaalde gegevens.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                technische-robuustheid-en-veiligheid
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html">aia-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-08-transparantie-aan-gebruiksverantwoordelijken/index.html">Hoog-risico-AI-systemen zijn op een transparante manier ontwikkeld en ontworpen.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                transparantie
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/index.html">aia-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-09-menselijk-toezicht/index.html">Hoog-risico-AI-systemen staan onder menselijk toezicht.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/menselijke-controle" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                menselijke-controle
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html">aia-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-10-nauwkeurigheid-robuustheid-cyberbeveiliging/index.html">Hoog-risico-AI-systemen zijn voldoende nauwkeurig, robuust en cyberveilig.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                technische-robuustheid-en-veiligheid
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/index.html">aia-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-11-systeem-voor-kwaliteitsbeheer/index.html">Hoog-risico-AI-systemen zijn voorzien van een kwaliteitsbeheersysteem.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                organisatieverantwoordelijkheden
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/index.html">aia-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-12-bewaartermijn-voor-documentatie/index.html">Documentatie over hoog-risico-AI-systemen wordt 10 jaar bewaard door de aanbieder.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/uitfaseren" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                uitfaseren
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                transparantie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                technische-robuustheid-en-veiligheid
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/index.html">aia-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-13-bewaartermijn-voor-gegenereerde-logs/index.html">Logs van hoog-risico-AI-systemen worden zes maanden bewaard door de aanbieder.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/uitfaseren" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                uitfaseren
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                technische-robuustheid-en-veiligheid
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/index.html">aia-14</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-14-conformiteitsbeoordeling/index.html">Hoog-risico-AI-systemen worden pas geleverd of gebruikt na een conformiteitsbeoordelingsprocedure.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                jurist
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/verificatie-en-validatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                verificatie-en-validatie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                implementatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/index.html">aia-15</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-15-eu-conformiteitsverklaring/index.html">Hoog-risico-AI-systemen zijn voorzien van een EU-conformiteitsverklaring.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                jurist
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/verificatie-en-validatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                verificatie-en-validatie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                implementatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/index.html">aia-16</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-16-ce-markering/index.html">Hoog-risico-AI-systemen zijn voorzien van een CE-markering.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                implementatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                transparantie
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/index.html">aia-17</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-17-registratieverplichtingen/index.html">Hoog-risico-AI-systemen zijn geregistreerd in de EU-databank.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                implementatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                transparantie
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/index.html">aia-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-18-corrigerende-maatregelen-voor-non-conforme-ai/index.html">Als een hoog-risico-AI-systeem niet voldoet aan de AI-verordening, grijpt de aanbieder in.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                organisatieverantwoordelijkheden
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/menselijke-controle" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                menselijke-controle
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                technische-robuustheid-en-veiligheid
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/index.html">aia-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-19-toegankelijkheidseisen/index.html">Hoog-risico-AI-systemen voldoen aan de toegankelijkheidseisen.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/menselijke-controle" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                menselijke-controle
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                technische-robuustheid-en-veiligheid
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/index.html">aia-20</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-20-gebruiksverantwoordelijken-maatregelen/index.html">Hoog-risico-AI-systemen worden gebruikt volgens de gebruiksaanwijzing.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                implementatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/index.html">aia-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-21-gebruiksverantwoordelijken-menselijk-toezicht/index.html">Menselijk toezicht van hoog-risico-AI-systemen wordt uitgevoerd door mensen met voldoende kennis en mogelijkheden.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                organisatieverantwoordelijkheden
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/menselijke-controle" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                menselijke-controle
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/index.html">aia-22</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-22-gebruiksverantwoordelijken-monitoren-werking/index.html">De werking van hoog-risico-AI-systemen wordt gemonitord.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/menselijke-controle" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                menselijke-controle
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/index.html">aia-23</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-23-gebruiksverantwoordelijken-bewaren-logs/index.html">Logs voor hoog-risico-AI-systemen worden bewaard door de gebruiksverantwoordelijke.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                technische-robuustheid-en-veiligheid
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-24-informeren-werknemers/index.html">aia-24</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-24-informeren-werknemers/index.html">Werknemers weten dat hun organisatie een hoog-risico AI-systeem gebruikt.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                implementatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                transparantie
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/index.html">aia-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-25-gebruiksverantwoordelijken-registratieverplichtingen/index.html">Gebruiksverantwoordelijken controleren de registratie van het hoog-risico AI-systeem in de EU-databank.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                organisatieverantwoordelijkheden
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                implementatie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                transparantie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/index.html">aia-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-26-recht-op-uitleg-ai-besluiten/index.html">Mensen over wie besluiten worden genomen door een hoog-risico-AI-systemen, krijgen op verzoek informatie over deze besluiten</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                organisatieverantwoordelijkheden
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/fundamentele-rechten" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                fundamentele-rechten
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                transparantie
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/index.html">aia-27</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-27-beoordelen-gevolgen-grondrechten/index.html">Hoog-risico-AI-systemen voor publieke taken worden beoordeeld op gevolgen voor grondrechten</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/verificatie-en-validatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                verificatie-en-validatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/fundamentele-rechten" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                fundamentele-rechten
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/index.html">aia-28</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-28-transparantieverplichtingen/index.html">AI-systemen worden zo ontworpen en gebruikt, dat mensen begrijpen wanneer zij met een AI-systeem communiceren en welke content gemaakt is door een AI-systeem.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                implementatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                transparantie
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/index.html">aia-29</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-29-ai-modellen-algemene-doeleinden/index.html">AI-modellen voor algemene doeleinden zijn voorzien van voldoende technische documentatie en informatie.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                transparantie
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/index.html">aia-30</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-30-ai-modellen-algemene-doeleinden-systeemrisico/index.html">Aanbieders van AI-modellen voor algemene doeleinden met een systeemrisico treffen extra maatregelen.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/verificatie-en-validatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                verificatie-en-validatie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                technische-robuustheid-en-veiligheid
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/index.html">aia-31</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-31-ai-modellen-algemene-doeleinden-systeemrisico-ernstige-incidenten/index.html">Als AI-modellen voor algemene doeleinden met systeemrisico’s ernstige incidenten veroorzaken, wordt dit gedocumenteerd en gerapporteerd.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                transparantie
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/index.html">aia-32</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-32-ai-modellen-algemene-doeleinden-systeemrisico-cyberbeveiliging/index.html">AI-modellen voor algemene doeleinden met systeemrisico’s zijn voldoende beveiligd tegen cyberaanvallen.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                technische-robuustheid-en-veiligheid
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html">aia-33</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-33-verwerking-in-testomgeving/index.html">AI-testomgevingen die persoonsgegevens verwerken, voldoen aan strenge voorwaarden.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                jurist
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                organisatieverantwoordelijkheden
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                dataverkenning-en-datapreparatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                privacy-en-gegevensbescherming
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/data" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                data
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-34-monitoring-na-het-in-de-handel-brengen/index.html">aia-34</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-34-monitoring-na-het-in-de-handel-brengen/index.html">Hoog-risico-AI-systemen zijn voorzien van een monitoringsysteem.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                technische-robuustheid-en-veiligheid
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/index.html">aia-35</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-35-melding-ernstige-incidenten/index.html">Ernstige incidenten door hoog-risico-AI-systemen worden gemeld aan de toezichthouder.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                organisatieverantwoordelijkheden
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/index.html">aia-36</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-36-melding-inbreuk-op-ai-verordening/index.html">Klokkenluiders kunnen veilig melden dat een organisatie zich niet houdt aan de AI-verordening.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                organisatieverantwoordelijkheden
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/menselijke-controle" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                menselijke-controle
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-37-recht-klacht-indienen-bij-ai-bureau/index.html">aia-37</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-37-recht-klacht-indienen-bij-ai-bureau/index.html">Klachtrecht voor aanbieders verder in AI-waardeketen.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                organisatieverantwoordelijkheden
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/fundamentele-rechten" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                fundamentele-rechten
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-39-beleid-naleven-auteurs-en-naburige-rechten/index.html">aia-29</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-39-beleid-naleven-auteurs-en-naburige-rechten/index.html">Er is beleid opgesteld ter naleving van auteursrechten en naburige rechten door aanbieders van AI-modellen voor algemene doeleinden.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                transparantie
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-39-testen/index.html">aia-39</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aia-39-testen/index.html">Hoog-risico-AI-systemen zijn getest.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/verificatie-en-validatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                verificatie-en-validatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                technische-robuustheid-en-veiligheid
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/index.html">arc-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/arc-01-archiefwet/index.html">Informatie over algoritmes wordt in goede, geordende en toegankelijke staat gebracht, bewaard en vernietigd wanneer nodig.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/uitfaseren" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                uitfaseren
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                transparantie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/data" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                data
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/index.html">aut-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/aut-01-auteursrechten/index.html">Auteursrechten zijn beschermd.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                jurist
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                dataverkenning-en-datapreparatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/data" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                data
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/index.html">avg-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-01-persoonsgegevens-worden-rechtmatig-verwerkt/index.html">Persoonsgegevens worden op een rechtmatige manier verwerkt.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                jurist
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                dataverkenning-en-datapreparatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                privacy-en-gegevensbescherming
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/index.html">avg-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-02-beperkte-bewaartermijn-van-persoonsgegevens/index.html">Persoonsgegevens worden zo kort mogelijk bewaard.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                dataverkenning-en-datapreparatie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/uitfaseren" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                uitfaseren
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                privacy-en-gegevensbescherming
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/index.html">avg-03</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-03-minimale-verwerking-van-persoonsgegevens/index.html">Persoonsgegevens worden zo min mogelijk verwerkt.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                jurist
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                dataverkenning-en-datapreparatie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                privacy-en-gegevensbescherming
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/index.html">avg-04</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-04-proportionaliteit-en-subsidiariteit/index.html">Persoonsgegevens en andere data verwerken gebeurt proportioneel en subsidiair.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                jurist
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                dataverkenning-en-datapreparatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/fundamentele-rechten" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                fundamentele-rechten
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                privacy-en-gegevensbescherming
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/index.html">avg-05</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-05-juistheid-en-actualiteit-van-persoonsgegevens/index.html">Persoonsgegevens zijn juist en actueel.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                dataverkenning-en-datapreparatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                privacy-en-gegevensbescherming
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/index.html">avg-06</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-06-verantwoordingsplicht-rechtmatigheid/index.html">Organisaties kunnen bewijzen dat zij persoonsgegevens op de juiste manier verwerken.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                jurist
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                dataverkenning-en-datapreparatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/governance" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                governance
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                privacy-en-gegevensbescherming
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/index.html">avg-07</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-07-transparantie-bij-verwerken-persoonsgegevens/index.html">Organisaties zijn transparant over het verwerken van persoonsgegevens</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                implementatie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                privacy-en-gegevensbescherming
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                transparantie
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/index.html">avg-08</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-08-wettelijke-verwerking-van-gevoelige-gegevens/index.html">Gevoelige persoonsgegevens worden alleen gebruikt als hiervoor een wettelijke uitzondering geldt.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                jurist
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                dataverkenning-en-datapreparatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                privacy-en-gegevensbescherming
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/bias-en-non-discriminatie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                bias-en-non-discriminatie
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/index.html">avg-09</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-09-inroepen-privacyrecht-bij-verwerking-persoonsgegevens/index.html">Betrokkenen kunnen een beroep doen op hun privacyrechten.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                organisatieverantwoordelijkheden
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                privacy-en-gegevensbescherming
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/data" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                data
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/index.html">avg-10</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-10-recht-op-niet-geautomatiseerde-besluitvorming/index.html">Besluiten die levens kunnen beïnvloeden, zijn niet volledig geautomatiseerd.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                implementatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                privacy-en-gegevensbescherming
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html">avg-11</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-11-privacy-bij-ontwerp-bij-verwerking-van-persoonsgegevens/index.html">Ontwerp en standaardinstellingen (defaults) zijn zo gunstig mogelijk voor de privacy van betrokkenen.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                jurist
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                dataverkenning-en-datapreparatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                privacy-en-gegevensbescherming
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/index.html">avg-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-12-beveiliging-van-verwerking/index.html">Data zoals persoonsgegevens zijn voldoende beveiligd tegen ongelukken en cyberaanvallen.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                jurist
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                organisatieverantwoordelijkheden
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                privacy-en-gegevensbescherming
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                technische-robuustheid-en-veiligheid
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/index.html">avg-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/avg-13-dpia-verplicht/index.html">Een gegevensbeschermingseffectbeoordeling (DPIA) is verplicht, indien een verwerking van persoonsgegevens waarschijnlijk een hoog risico inhoudt voor de rechten en vrijheden van natuurlijke personen.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                jurist
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                dataverkenning-en-datapreparatie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/verificatie-en-validatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                verificatie-en-validatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/privacy-en-gegevensbescherming" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                privacy-en-gegevensbescherming
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/index.html">awb-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-01-zorgvuldigheidsbeginsel/index.html">Organisaties die algoritmes gebruiken voor publieke taken nemen besluiten zorgvuldig.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/verificatie-en-validatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                verificatie-en-validatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/fundamentele-rechten" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                fundamentele-rechten
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/index.html">awb-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/awb-02-motiveringsbeginsel/index.html">Organisaties kunnen duidelijk uitleggen waarom en hoe algoritmes leiden tot een besluit</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                implementatie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                transparantie
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/index.html">bio-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bio-01-beveiliging-informatie-en-informatiesystemen/index.html">Computersystemen zijn voldoende beveiligd tegen ongelukken en cyberaanvallen</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/organisatieverantwoordelijkheden" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                organisatieverantwoordelijkheden
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/technische-robuustheid-en-veiligheid" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                technische-robuustheid-en-veiligheid
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/index.html">bzk-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/bzk-01-algoritmeregister/index.html">Impactvolle algoritmes en hoog-risico-AI-systemen staan in het Nederlandse Algoritmeregister</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/implementatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                implementatie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                transparantie
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/index.html">dat-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/dat-01-databankenwet/index.html">Databanken worden alleen gebruikt met toestemming van de databank-producent</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                jurist
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                dataverkenning-en-datapreparatie
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/data" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                data
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html">grw-01</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-01-fundamentele-rechten/index.html">Algoritmes schenden geen grondrechten of mensenrechten</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/jurist" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                jurist
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/probleemanalyse" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                probleemanalyse
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/verificatie-en-validatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                verificatie-en-validatie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/fundamentele-rechten" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                fundamentele-rechten
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/index.html">grw-02</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/vereisten/grw-02-non-discriminatie/index.html">Algoritmes discrimineren niet</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/dataverkenning-en-datapreparatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                dataverkenning-en-datapreparatie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/verificatie-en-validatie" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                verificatie-en-validatie
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/monitoring-en-beheer" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                monitoring-en-beheer
-            </span>
-        </a>
-    </td><td>
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-  <h1>Iedereen kan openbare informatie over algoritmes vinden of aanvragen</h1>
-
-<p><span class="mdx-badge" data-md-color-accent="blue"><span class="mdx-badge__icon"><a href="" title="Vereiste ID"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M5.5 7A1.5 1.5 0 0 1 4 5.5 1.5 1.5 0 0 1 5.5 4 1.5 1.5 0 0 1 7 5.5 1.5 1.5 0 0 1 5.5 7m15.91 4.58-9-9C12.05 2.22 11.55 2 11 2H4c-1.11 0-2 .89-2 2v7c0 .55.22 1.05.59 1.41l8.99 9c.37.36.87.59 1.42.59s1.05-.23 1.41-.59l7-7c.37-.36.59-.86.59-1.41 0-.56-.23-1.06-.59-1.42"/></svg></span></a></span><span class="mdx-badge__text">woo-01</span></span><span class="mdx-badge" data-md-color-accent="indigo"><span class="mdx-badge__icon"><a href="../../../levenscyclus/" title="Levencyclus"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.7 6.7 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95S18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../levenscyclus/organisatieverantwoordelijkheden/">Organisatieverantwoordelijkheden</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/jurist/">Jurist</a></span></span><span class="mdx-badge" data-md-color-accent="deep-orange"><span class="mdx-badge__icon"><a href="../../../rollen/" title="Rollen"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../rollen/projectleider/">Projectleider</a></span></span><span class="mdx-badge" data-md-color-accent="teal"><span class="mdx-badge__icon"><a href="../../../onderwerpen/" title="Onderwerp"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9z"/></svg></span></a></span><span class="mdx-badge__text"><a href="../../../onderwerpen/transparantie/">Transparantie</a></span></span></p>
-<h2 id="vereiste">Vereiste</h2>
-<p>Een bestuursorgaan draagt er zorg voor dat de documenten die het ontvangt, vervaardigt of anderszins onder zich heeft, zich in goede, geordende en toegankelijke staat bevinden.
-Een bestuursorgaan draagt er zoveel mogelijk zorg voor dat de informatie die het overeenkomstig deze wet verstrekt, actueel, nauwkeurig en vergelijkbaar is.</p>
-<h2 id="toelichting">Toelichting</h2>
-<p>Bij het ontwikkelen en gebruiken van algoritmes kunnen documenten en publieke informatie ontstaan die (op verzoek) in aanmerking komen voor openbaarmaking.
-Het kunnen openbaren van publieke informatie is in het belang van een democratische rechtstaat.
-De Wet open overheid gaat uit van een recht op openbaarheid van publieke informatie.
-Iedereenkan een verzoek tot openbaarmaking van publieke informatie doen bij een bestuursorgaan zonder daarbij een belang te stellen (artikel 4.1 Woo).
-De aan een verzoeker verstrekte informatie wordt openbaar voor iedereen.
-De Woo is niet van toepassing op informatie die al openbaar is (uitspraken van de Afdeling bestuursrechtspraak van de Raad van State van 1 december 2010 (ECLI:NL:RVS:2010:BNS6990) en 20 oktober 2010 (ECLI:NL:RVS:2010:BO1165)).
-Er kunnen uitsluitingsgronden bestaan voor het openbaarmaken van documenten (artikel 5.1 Woo).</p>
-<p>In de context van het ontwikkelen en gebruiken van algoritmes is het van belang dat tijdig wordt vastgesteld welke documenten in aanmerking komen voor openbaarmaking.
-Dit moet worden bekeken in het licht van wat 'actief' moet worden geopenbaard, dus proactief vanuit overheidsinstanties zelf, of wat op 'verzoek' van iemand moet worden geopenbaard.</p>
-<h2 id="bronnen">Bronnen</h2>
-<ul>
-<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0045754&amp;hoofdstuk=I&amp;artikel=1.1&amp;z=2024-08-01&amp;g=2024-08-01">Artikel 1.1 Wet open overheid</a></li>
-<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0045754&amp;hoofdstuk=2&amp;artikel=2.5&amp;z=2024-08-01&amp;g=2024-08-01">Artikel 2.5 Wet open overheid</a></li>
-<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0045754&amp;hoofdstuk=4&amp;artikel=4.1&amp;z=2024-08-01&amp;g=2024-08-01">Artikel 4.1 Wet open overheid</a></li>
-<li><a href="https://wetten.overheid.nl/jci1.3:c:BWBR0045754&amp;hoofdstuk=4&amp;artikel=4.1&amp;z=2024-08-01&amp;g=2024-08-01">Artikel 5 Wet open overheid</a></li>
-</ul>
-<h2 id="wanneer-van-toepassing">Wanneer van toepassing?</h2>
-<h2 id="risico">Risico</h2>
-<p>Zonder het openbaren van overheidsinformatie kan de overheid niet effectief worden gecontroleerd bij het uitvoeren van wettelijke taken.</p>
-<h2 id="maatregelen">Maatregelen</h2>
-<div class="filter-container"><div class="filter-item filter-item--search"><label for="filterInput">Zoeken</label><input type="text" id="filterInput" class="filter-item__input" onkeyup="filterTable()" placeholder="Zoek op maatregelen"></div><div class="filter-item filter-item--roles"><label for="filterSelect">Rollen</label><select id="filterSelect" class="js-example-basic-multiple filter-item__select" name="states[]" multiple="multiple" data-placeholder="Selecteer rollen"><option value="beleid-en-advies">beleid-en-advies</option><option value="ontwikkelaar">ontwikkelaar</option><option value="projectleider">projectleider</option></select></div><div class="filter-item filter-item--levenscyclus"><label for="filterLevenscyclusSelect">Levenscyclus</label><select id="filterLevenscyclusSelect" class="js-example-basic-multiple filter-item__select" name="states[]" multiple="multiple" data-placeholder="Selecteer fases"><option value="ontwerp">ontwerp</option><option value="ontwikkelen">ontwikkelen</option></select></div><div class="filter-item filter-item--onderwerp"><label for="filterOnderwerpSelect">Onderwerpen</label><select id="filterOnderwerpSelect" class="js-example-basic-multiple filter-item__select" name="subjects[]" multiple="multiple" data-placeholder="Selecteer onderwerpen"><option value="publieke-inkoop">publieke-inkoop</option><option value="transparantie">transparantie</option></select></div></div><table id='myTable'><thead><tr><th role="columnheader">id</th><th role="columnheader">Maatregelen</th><th role="columnheader">Rollen</th><th role="columnheader">Levenscyclus</th><th role="columnheader">Onderwerpen</th></tr></thead><tbody><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">owp-12</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-12-bespreek-vereisten-met-aanbieders/index.html">Bespreek de vereisten die gelden voor een verantwoorde inzet van algoritmes met aanbieders.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                publieke-inkoop
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">owp-13</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-13-vereisten-onderdeel-algemene-inkoopvoorwaarden-en-contractovereenkomst/index.html">Maak vereisten voor algoritmes onderdeel van algemene inkoopvoorwaarden en de contractovereenkomst.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
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-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
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-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
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-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
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-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                publieke-inkoop
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/transparantie" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                transparantie
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">owp-18</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-18-maak-vereisten-onderdeel-van-subgunningscriteria/index.html">Maak vereisten onderdeel van (sub)gunningscriteria bij een aanbesteding.</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
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-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                publieke-inkoop
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">owp-19</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-19-ruimte-voor-samenwerking-met-aanbieder/index.html">Creëer ruimte om met een aanbieder samen te gaan werken om specifieke vereisten te realiseren</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwikkelen" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelen
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                publieke-inkoop
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">owp-21</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-21-uitvoeren-audit-voor-naleving-vereisten/index.html">Neem het kunnen uitvoeren van een audit over de vereiste op in contractvoorwaarden en de contractovereenkomst</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                publieke-inkoop
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">owp-25</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-25-maak-vereisten-onderdeel-van-programma-van-eisen/index.html">Maak vereisten onderdeel van het programma van eisen bij een aanbesteding</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/levenscyclus/ontwerp" class="mdx-badge" data-md-color-accent="indigo">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M2 12a9 9 0 0 0 9 9c2.39 0 4.68-.94 6.4-2.6l-1.5-1.5A6.706 6.706 0 0 1 11 19c-6.24 0-9.36-7.54-4.95-11.95C10.46 2.64 18 5.77 18 12h-3l4 4h.1l3.9-4h-3a9 9 0 0 0-18 0Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwerp
-            </span>
-        </a>
-    </td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/onderwerpen/publieke-inkoop" class="mdx-badge" data-md-color-accent="teal">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2a7 7 0 0 0-7 7c0 2.38 1.19 4.47 3 5.74V17a1 1 0 0 0 1 1h6a1 1 0 0 0 1-1v-2.26c1.81-1.27 3-3.36 3-5.74a7 7 0 0 0-7-7M9 21a1 1 0 0 0 1 1h4a1 1 0 0 0 1-1v-1H9v1Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                publieke-inkoop
-            </span>
-        </a>
-    </td></tr><tr><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">owp-26</a></td><td><a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/voldoen-aan-wetten-en-regels/maatregelen/2-owp-26-maak-vereisten-onderdeel-van-service-level-agreement/index.html">Maak vereisten voor algoritmes onderdeel van de Service Level Agreement</a></td><td>
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/projectleider" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                projectleider
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/beleid-en-advies" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                beleid-en-advies
-            </span>
-        </a>
-    
-        <a href="https://minbzk.github.io/Algoritmekader/pr-preview/pr-496/rollen/ontwikkelaar" class="mdx-badge" data-md-color-accent="deep-orange">
-            <span class="mdx-badge__icon"> 
-                <span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 4a4 4 0 0 1 4 4 4 4 0 0 1-4 4 4 4 0 0 1-4-4 4 4 0 0 1 4-4m0 10c4.42 0 8 1.79 8 4v2H4v-2c0-2.21 3.58-4 8-4Z"></path></svg></span>
-            </span>
-            <span class="mdx-badge__text">
-                ontwikkelaar
-            </span>
-        </a>
-    </td><td>
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