In 2019, François Chollet - creator of Keras, an open-source deep learning library adopted by over 2.5M developers, and Software Engineer & AI Researcher at Google - published the influential paper "On the Measure of Intelligence" where he introduced a benchmark to measure the efficiency of AI skill-acquisition on unknown tasks.
Abstraction and Reasoning Corpus (ARC-AGI)
Dwarkesh's episode with Francois: • Francois Chollet - LLM...
ARC Prize website: arcprize.org/
GitHub: github.com/fchollet/ARC-AGI
Kaggle: www.kaggle.com/competitions/a...
Link to Ryan's approach: redwoodresearch.substack.com/...
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Chapters:
0:00 Francois on Dwarkesh's episode
00:29 🌟 Introduction to ARC AGI and its significance
02:18 🧩 Structure and purpose of the ARC AGI benchmark
04:20 🎲 Understanding the ARC AGI dataset through examples
06:36 📂 Accessing and using the ARC AGI dataset
08:27 🖥️ Setup for ARC AGI
10:33 🏆 Solution approaches for succeeding in ARC AGI
13:16 🚀 Participation and community engagement in ARC AGI
Негізгі бет ARC PRIZE - Win $1Million to Beat the ARC-AGI benchmark
Пікірлер: 5