- 10 Dec 2024 ConceptSearch: Towards Efficient Program Search Using LLMs for Abstraction and Reasoning Corpus (ARC)
- 05 Dec 2024 ARC Prize 2024: Technical Report
- 13 Nov 2024 The LLM ARChitect: Solving ARC-AGI Is A Matter of Perspective
- 13 Nov 2024 Searching Latent Program Spaces
- 11 Nov 2024 The Surprising Effectiveness of Test-Time Training for Abstract Reasoning
- 04 Nov 2024 Combining Induction and Transduction for Abstract Reasoning
- 08 Oct 2024 Tackling the Abstraction and Reasoning Corpus with Vision Transformers: the Importance of 2D Representation, Positions, and Objects
- 10 Apr 2024 RE-ARC: Addressing the Abstraction and Reasoning Corpus via Procedural Example Generation
- 05 Feb 2024 Neural networks for abstraction and reasoning: Towards broad generalization in machines
- 15 Jul 2020 DreamCoder: Growing generalizable, interpretable knowledge with wake-sleep Bayesian program learning
- 05 Nov 2019 On the Measure of Intelligence
- Official results & Code and Paper Links
- ARC Price 2024 Kaggle Leaderboard (with paper links)
- ARC Prize 2024: Technical Report
- 1st place the ARChitects (Daniel Franzen, Jan Disselhoff, and David Hartmann): da-fr/arc-prize-2024
- 2nd place Guillermo Barbadillo: ironbar/arc24, 05_Solution_Summary
- Jeremy Berman's Blog post: How I came in first on ARC-AGI-Pub using Sonnet 3.5 with Evolutionary Test-time Compute
- Ryan Greenblatt's post: Getting 50% (SoTA) on ARC-AGI with GPT-4o, code: rgreenblatt/arc_draw_more_samples_pub, MLST Interview
- Small 2D nGPT model for ARC-2024 jfpuget/ARC-AGI-Challenge-2024, paper
- ARC-AGI model baseline test: arcprizeorg/model_baseline, o3 prompt: prompt_example_o3.md
- RE-ARC: michaelhodel/re-arc by Michael Hodel
- arckit: mxbi/arckit
- ARC dataset collection: ARC-Interactive, neoneye/arc-dataset-collection (sources) by Simon Strandgaard
- ARC-AGI-1 dataset: fchollet/ARC-AGI
- old 2022 work by YK arc-community: wiki, arc-community/arc-research
- 21 Dec 2024: o3 and ARC-AGI: The unsolved tasks
- Browser game: The ARC Game by Alexey Borsky (repo: volotat/ARC-Game)
- 06 Nov 2024, MLST François Chollet interview: Pattern Recognition vs True Intelligence
- 16 Jul 2024, MLST Jack Cole / Minds AI Interview: Chollet's ARC Challenge + Current Winners
- 06 Jul 2024, MLST Ryan Greenblatt interview: Solving Chollet's ARC-AGI with GPT4o
- arcprize/refs by geometor
- Awesome ARC by neoneye