ARC Prize 2024 过半，ARC-AGI 世界纪录提升 13% 至 46%

Community Newsletter 6 The following is an archive of the ARC Prize Community email newsletter. Subscribe to future emails. 13% increase in the ARC-AGI world record Hello AGI developers, We've just passed the halfway point of ARC Prize 2024. We're happy to report over 11,000 entrants on Kaggle and a staggering 13% increase in the ARC-AGI world record. Here's where we stand today. 46% -- let's go! https://t.co/btkzUegClX— Jack Cole (@MindsAI_Jack) August 19, 2024 Experiencing déjà vu? Don't worry. It's not your intelligence at fault. We congratulate Jack Cole and team MindsAI for setting a world record for the third consecutive time! 👏 ARC Prize Leaderboard More teams are stepping up their game. We now have 4 teams with scores exceeding 30%. Are you on track to submit a solution? --- Content Neural & Non-Neural AI, Reasoning, Transformers, and LSTMs AI grandmaster Jürgen Schmidhuber discusses ARC-AGI and AI reasoning on Machine Learning Street Talk. Is human-level AI just around the corner, or are we still decades away? Listen: YouTube, Spotify, Apple Podcasts​ Chollet at the AGI-24 Conference In case you missed the livestream, catch François' full talk about defining, measuring, and building AGI on the ARC Prize YouTube channel. Lots of gold in here. Listen: YouTube --- Resources We’re excited to see the AI community engaging with ARC Prize and creating valuable videos and discussions. Here are a few highlights. Here are a few resources recently shared in the community. For more, check out the resources. ARC-AGI as an "image caption problem" Kaggle post by @hengck23​ ARC dataset collection by @neoneye on GitHub Diffusion On Syntax Trees For Program Synthesis​ Neural networks for abstraction and reasoning​ Test-Time Training (TTT) layers that outperform LLMs​ Automated Design of Agentic Systems​ Reasoning Abilities of LLMs: In-Depth Analysis on ARC​ Enhancing Analogical Reasoning in ARC via Model-Based RL Join @neoneye, @cristianoc, @SoSa, @Minseo, @nassim, @Yosi Frost, and others as the ARC Prize Discord heats up with people sharing approaches, resources, and works-in-progress! Jump into chat.​ --- Team Up If your ideas need a boost from the expertise of others to climb the leaderboard, reach out today in our #team-formation channel on ​Discord and get featured here. @JCP is returning to simple, clean prompting to solve ARC-AGI. If you're working with offline models, reach out to collaborate. --- Daily Puzzle Having a tough moment at work or need a break from programming? Solve the ARC Prize Daily Puzzle and sharpen your mind and test your general intelligence. Here's a colorful favorite from the past weeks, to get those right brain cells firing. Can you solve it?​ ARC Prize Daily Puzzle We look forward to many more discussions, submissions, and world records in the coming months. Will you be the one to solve ARC-AGI?! See you around! Oliver\ ARC Prize Team P.S. "The greatest scientists are always artists as well." - Albert Einstein "SpARCs of AGI" by @Smoke-away on X. Be the first to get the latest ARC Prize info. Subscribe now.