| # Videos about ARC (Abstraction and Reasoning Corpus) | |
| # Intro to ARC | |
| - [Explore ARC-AGI Data + Play](https://www.youtube.com/watch?v=LLxiPrIxdqs) by ARC Prize team. | |
| - Duration: 11m02s. | |
| --- | |
| - [Implications of solving the ARC benchmark](https://www.youtube.com/watch?v=ZyA_6sX4ATY) by François Chollet. | |
| - Duration: 1m28s. | |
| --- | |
| - [Francois Chollet recommends this method to solve ARC-AGI](https://www.youtube.com/watch?v=VqMcfdzqedE) by François Chollet. | |
| - Duration: 2m34s. | |
| --- | |
| - [ARC Benchmark Origins](https://www.youtube.com/watch?v=2W5D6J8om0c) by François Chollet. | |
| - Duration: 3m04s. | |
| --- | |
| - [Francois Chollet - LLMs won’t lead to AGI - $1,000,000 Prize to find true solution](https://www.youtube.com/watch?v=UakqL6Pj9xo) by Dwarkesh Patel. | |
| - Duration: 1h35m. | |
| --- | |
| - [No Priors Ep. 68 | With Zapier Co-Founder and Head of AI Mike Knoop](https://www.youtube.com/watch?v=LFm_lSiMLm4) by No Priors team. | |
| - Duration: 26m00s. | |
| --- | |
| - [New Rules Every Time: Can You Solve These Puzzles?](https://www.youtube.com/watch?v=YCScsACWh3w) by Simon Strandgaard. | |
| - Duration: 0m37s. | |
| --- | |
| - [Announcing ARC Prize](https://www.youtube.com/watch?v=2avWAHXUXXs) by ARC Prize team. | |
| - Duration: 0m35s. | |
| --- | |
| - [why AI can't pass this test](https://www.youtube.com/watch?v=QrSCwxrLrRc) by Sabrina Cruz. | |
| - Duration: 18m34s. | |
| --- | |
| - [Could AI solve this puzzle? (ARC-Game)](https://youtu.be/EB6H1yxeZyI) by Yannic Kilcher. | |
| - Duration: 18m41s. | |
| --- | |
| - [The Importance of the ARC challenge (Abstraction & Reasoning Corpus)](https://www.youtube.com/watch?v=hQqTStM-ppU) by Simon Ouellette. | |
| - Duration: 7m48s. | |
| --- | |
| - [Math Psych 2021 (ARC)](https://youtu.be/SDbn-XZl13o) by Aysja Johnson. | |
| - Duration: 4m56s. | |
| --- | |
| - [AI Abstraction and Reasoning | More Human-like AI | Kaggle Competition Part 1: Overview](https://youtu.be/640CF1BQGDc) by Quinn Wang. | |
| - Duration: 7m19s. | |
| --- | |
| - [What is ARC (Abstraction and Reasoning Corpus)](https://youtu.be/rLGpNcQ5alI) by Simon Strandgaard. | |
| - Duration: 4m53s. | |
| --- | |
| - [The Hardest Kaggle Challenge](https://youtu.be/K5KDZLHsr1o) by Siraj Raval. | |
| - Duration: 40m253. | |
| # Interview with the best | |
| - [Alejandro de Miquel - 2nd in ARC Kaggle Challenge - EP 03](https://youtu.be/W2pBAMoSx6E). | |
| - Duration: 2h01m. | |
| - Interview about how the solution works and lessons. | |
| --- | |
| - [François Chollet: Measures of Intelligence | Lex Fridman Podcast #120](https://youtu.be/PUAdj3w3wO4?t=5760). | |
| - Duration: 23m14s, the part about ARC. | |
| - Duration: 2h34m, the entire interview. | |
| --- | |
| - [#51 FRANCOIS CHOLLET - Intelligence and Generalisation](https://youtu.be/J0p_thJJnoo?t=3546) by Machine Learning Street Talk (aka. MLST). | |
| - Duration: 11m00s, about ARC. | |
| - Duration: 2h01m, the entire interview. | |
| --- | |
| - [Francois Chollet: What is the future of artificial intelligence?](https://youtu.be/GpWLZUbPhr0?t=2145) by Machine Learning Dojo with Tim Scarfe. | |
| - Duration: 20m00s, about ARC. | |
| - Duration: 1h18m, the entire interview. | |
| --- | |
| - [Francois Chollet | Why abstraction is the key to intelligence, and what we’re still missing](https://youtu.be/3Nxe7J07TQY?t=1214) by Harvard CMSA. | |
| - Duration: 3m00s, about ARC. | |
| - Duration: 1h10m, the entire interview. | |
| --- | |
| - [François Chollet - Creating Keras 3](https://youtu.be/oe6fuxhGVRE?si=dohT96oJzu_tZ7Ba&t=3197). | |
| - Duration: 12m, about ARC. | |
| - Duration: 1h05m, the entire interview. | |
| # Paper - On the Measure of Intelligence | |
| - [Francois Chollet - On the Measure Of Intelligence](https://youtu.be/mEVnu-KZjq4) by Machine Learning Street Talk (aka. MLST). | |
| - Duration: 2h33m. | |
| --- | |
| - [On the Measure of Intelligence by François Chollet - Part 1: Foundations (Paper Explained)](https://youtu.be/3_qGrmD6iQY) by Yannic Kilcher. | |
| - Duration: 36m58s. | |
| --- | |
| - [On the Measure of Intelligence by François Chollet - Part 2: Human Priors (Paper Explained)](https://youtu.be/THcuTJbeD34) by Yannic Kilcher. | |
| - Duration: 30m49s. | |
| --- | |
| - [On the Measure of Intelligence by François Chollet - Part 3: The Math (Paper Explained)](https://youtu.be/cuyM63ugsxI) by Yannic Kilcher. | |
| - Duration: 40m23s. | |
| --- | |
| - [On the Measure of Intelligence by François Chollet - Part 4: The ARC Challenge (Paper Explained)](https://youtu.be/O9kFX33nUcU) by Yannic Kilcher. | |
| - Duration: 33m55s. | |
| --- | |
| - [SupCog EP3 - On the Measure of Intelligence, by François Chollet](https://youtu.be/aLTGvytpo68) by SuperCognition. | |
| - Duration: 45m37s. | |
| --- | |
| - [On the Measure of Intelligence (Introduction)](https://youtu.be/qWEOVWDsv-k) by Connor Shorten. | |
| - Duration: 19m08s. | |
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| - [On the Measure of Intelligence](https://youtu.be/9BQWKR08PQU) by Minji Kim. | |
| - Duration: 11m24s. | |
| --- | |
| - [#97 SREEJAN KUMAR - Human Inductive Biases in Machines from Language](https://youtu.be/VvXfK-Qle-Y?t=852) by Machine Learning Street Talk. | |
| - Duration: 24m58s. | |
| --- | |
| - [Are Neural Networks Intelligent?](https://youtu.be/okGnZ7bvwbQ?t=240) by CodeEmporium. | |
| - Duration: 8m59s. | |
| --- | |
| - [CW Paper-Club, On the Measure of Intelligence](https://www.youtube.com/watch?v=Dbt9fq6Cklc) by Guilherme Petrucci. | |
| - Duration: 34m33s. | |
| # Discussion | |
| - [ARC Challenge - IBS/KAIST Data Science Seminar Series](https://youtu.be/k6xhRIiJkNw) by Sundong Kim. | |
| - Duration: 50m13s. | |
| - Discussion about how to solve ARC. | |
| --- | |
| - [Modular Learning and Reasoning on ARC](https://youtu.be/wyabkjnadng), speakers: Dr. Andrzej Banburski and Simon Alford (Poggio Lab). | |
| - Duration: 1h31m. | |
| - Discussion about how to solve ARC. | |
| --- | |
| - [Abstraction and Analogy are the Keys to Robust AI](https://youtu.be/cYSRgDpTKyA?t=2027) by Melanie Mitchell. | |
| - Duration: 47m38s, the entire talk. | |
| - Duration: 5m00s, about ARC. | |
| --- | |
| - [The Debate Over “Understanding” in AI’s Large Language Models](https://youtu.be/O5SLGAWSXMw?si=FvAdO0Mc6ahvCzmm&t=1998) by Melanie Mitchell. | |
| - Duration: 44m41s, the entire talk. | |
| - Duration: 11m00s, about ARC. | |
| --- | |
| - [Prospects for AI Systems That Can Form Concepts and Abstractions](https://youtu.be/-jNmJZ1j35c?t=2305) by Melanie Mitchell. | |
| - Duration: 41m58s, the entire talk. | |
| - Duration: 4m00s, about ARC. | |
| --- | |
| - [AI BENCHMARKS ARE BROKEN!](https://www.youtube.com/watch?v=29gkDpR2orc) MLST interview with Melanie Mitchell. | |
| - Duration: 1h02m, several times ARC is discussed through the entire interview. | |
| --- | |
| - [Learn Data Science by Doing Kaggle Competitions: Abstraction and Reasoning Challenge (ARC)](https://youtu.be/8siI9KyOwX0) by Matt Emery. | |
| - Duration: 1h38m. | |
| --- | |
| - [Fast and flexible: Human program induction in abstract reasoning tasks](https://underline.io/lecture/27444-fast-and-flexible-human-program-induction-in-abstract-reasoning-tasks) by Aysja Johnson, Wai Keen Vong, Brenden M. Lake and Todd M. Gureckis. | |
| - Duration: 2m56s. | |
| # Using language models / transformers | |
| - [LLMs as a System of Multiple Expert Agents to solve the ARC Challenge - Detailed Walkthrough](https://www.youtube.com/watch?v=sTvonsD5His) by John Tan Chong Min. | |
| - Duration: 1h27m. | |
| --- | |
| - [An approach to solve the Abstraction and Reasoning Corpus (ARC) Challenge with GPT4!](https://youtu.be/plVRxP8hQHY) by John Tan Chong Min. | |
| - Duration: 2h01m. | |
| --- | |
| - [Can GPT4 solve the Abstraction and Reasoning Corpus (ARC) Challenge Zero-Shot?](https://youtu.be/vt2yG1da8Fg) by John Tan Chong Min. | |
| - Duration: 23m18s. | |
| --- | |
| - [Can GPT4 solve the Abstraction and Reasoning Corpus (ARC) Challenge Zero-Shot?](https://youtu.be/1x049Dmxes0?t=6622) by John Tan Chong Min. | |
| - Duration: 2h26m, the entire video. | |
| - Duration: 3m00, about ARC. | |
| --- | |
| - [LLMs as General Pattern Machines: Use Arbitrary Tokens to Pattern Match?](https://youtu.be/qEoiLgdQC9k?t=1862) by John Tan Chong Min. | |
| - Duration: 1h45m, the entire video. | |
| - Duration: 10m00, about ARC. | |
| --- | |
| - [LLM as Pattern Machines(Part 2) - Goal Directed Decision Transformers, 10-Year Plan for Intelligence](https://www.youtube.com/watch?v=rZ6hgFEe5nY) by John Tan Chong Min. | |
| - Duration: 1h42m, the entire video. | |
| - Duration: 30m00, about ARC. | |
| --- | |
| - [ARC Challenge - Using NLP Models 1](https://youtu.be/EZRQJofyJF4) by Mindware Consulting, Inc. | |
| - Duration: 9m09s. | |
| --- | |
| - [ARTI – An ARC Challenge Solver Architecture](https://youtu.be/-3Hb7DOzYxg) by Mindware Consulting, Inc. | |
| - Duration: 15m13s. | |
| --- | |
| - [GPT 4: The Progress of AI, ConceptARC Challenge AI Paper Explained](https://youtu.be/2ep5-0AlKMA) by Harry Mapodile. | |
| - Duration: 7m33s. | |
| # Various | |
| - [How do humans solve ARC tasks, Abstraction & Reasoning Corpus](https://www.youtube.com/watch?v=vQt7UZsYooQ) by Simon Strandgaard. | |
| - Duration: 1m57s. | |
| --- | |
| - [Brain Grid Game - Abstraction & Reasoning Corpus (ARC)](https://www.youtube.com/watch?v=6HeNFWNSFHk) by Simon Strandgaard. | |
| - Duration: 1m58s. | |
| --- | |
| - [ARC Q&A with François Chollet](https://www.youtube.com/watch?v=dv3uHKmcL_E) by Lab42. | |
| - Duration: 44m37s. | |
| --- | |
| - [ARC Challenge Live Coding](https://www.youtube.com/live/HGgrSz-jxdU) by Yannic Kilcher. | |
| - Duration: 1h29m. | |
| --- | |
| - [Task 0934a4d8 - Repair symmetry and crop - Abstraction and Reasoning Corpus (ARC)](https://youtu.be/wXk8MWfVzFo) by Simon Strandgaard. | |
| - Duration: 5m49s. | |
| --- | |
| - [This is an integrated developer environment I made for helping solve the ARC Kaggle challenge - part 1](https://youtu.be/J1b8qklKz_U) by DavenH. | |
| - Duration: 2m25s. | |
| --- | |
| - [This is an integrated developer environment I made for helping solve the ARC Kaggle challenge - part 2](https://youtu.be/8Udrk_X9JWg) by DavenH. | |
| - Duration: 0m25s. | |
| --- | |
| - [My approach to the ARC challenge](https://youtu.be/VldYbLCbnL0) by Valko Milev. | |
| - Duration: 11m42s. | |
| --- | |
| - [Status update](https://youtu.be/ulojJYmTNsY) by Valko Milev. | |
| - Duration: 1m55s. | |
| --- | |
| - [Output size tool for ARC (Abstraction and Reasoning Corpus)](https://youtu.be/u-A8IpVhMns) by Simon Strandgaard. | |
| - Duration: 1m02s. | |
| --- | |
| - [Solving 4 tasks of Abstraction and Reasoning Corpus (ARC)](https://www.youtube.com/watch?v=PRdFLRpC6dk) by Simon Strandgaard. | |
| - Duration: 2m18s. | |
| --- | |
| - [Tracking of objects between input and output - ARC (Abstraction and Reasoning Corpus)](https://www.youtube.com/watch?v=GDQoVlyfAZQ) by Simon Strandgaard. | |
| - Duration: 0m44s. | |
| --- | |
| - [ARC (Abstraction and Reasoning Corpus) mutations printed to console](https://youtu.be/dHl2L15iDlk) by Simon Strandgaard. | |
| - Duration: 6m44s. | |
| --- | |
| - [Abstraction and Analogy in Artificial Intelligence - IPAM at UCLA](https://youtu.be/NLMW9twrlaQ?t=250) by Melanie Mitchell. | |
| - Duration: 1m00s, about ARC. | |
| - Duration: 19m55s, the entire video. | |
| --- | |
| - [ The Future of Artificial Intelligence](https://youtu.be/HAiXT1mGTXc?si=TWiZ2coyUqTy0Hbb&t=2283) by Melanie Mitchell. | |
| - Duration: 1m00s, about ARC. | |
| - Duration: 47m40s, the entire video. | |
| --- | |
| - [Communicating natural programs to humans and machines](https://www.youtube.com/watch?v=HuyRwul0HbU) by evanthebouncy. | |
| - Duration: 5m05s. | |
| --- | |
| - [A Glimpse of the Happy ARC Day](https://youtu.be/zo1G4E720Co) by Sundong Kim. | |
| - Duration: 7m54s. | |
| --- | |
| - [Summer Intern Talk - Prin](https://www.youtube.com/watch?v=_ELXBWyZw88), presentation of the O2ARC UI, by Sundong Kim. | |
| - Duration: 5m24s. | |
| --- | |
| - [Problem Solving Interface of O2ARC_V2](https://youtu.be/0TtQ8dCr3tQ) by Doyoon Song, Ohhyeon Kwon, Min taek Lim, Janghyeok Han. [Explanation](https://doyoonsong.vercel.app/ARC_project). | |
| - Duration: 0m49s. | |
| --- | |
| - [ARC eye tracking introduction](https://www.youtube.com/watch?v=nsSuHWKz8d8) by Leah Bakst. [ARC-eyetracking](https://github.com/lbakst/ARC-eyetracking). | |
| - Duration: 3m10s. | |
| --- | |
| - [The IQ of AI: Measuring Intelligence in AI Models](https://youtu.be/QfhLl3MfPFk?si=3giUQHOC19kJj9OJ&t=1182) by Jodie Burchell. | |
| - Duration: 1m30s, about ARC. | |
| - Duration: 27m24s, the entire video. | |