diff --git a/_101.json b/_101.json
index 9c22681..2aac270 100644
--- a/_101.json
+++ b/_101.json
@@ -111,7 +111,7 @@
     "speakerurl": "",
     "institute": "MSP",
     "insturl": "",
-    "title": "Category Theory ∩ Deep Learning : Where are we, and where can we go?",
+    "title": "Category Theory * Deep Learning : Where are we, and where can we go?",
     "abstract": "Four years ago I embarked on my PhD with the goal of exploring the landscape of category theory, and its application to artificial neural networks. Specifically, I aimed to understand at which level of generality can we express components of artificial neural networks, and still meaningfully capture learning.
 
 In this talk I will give a progress report on this goal, and outline future directions for improvement.",