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# 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.

---

- [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.