AGI progress has stalled.
New ideas are needed.
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! 👏
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?
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
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