The Hidden Drivers of HRM's Performance on ARC-AGI
We scored on hidden tasks, ran ablations, and found that performance from the Hierarchical Reasoning Model comes from an unexpected source
ARC-AGI-2 Blog14 min read
ARC
38 stories
ARC Prize Foundation Statement on the US AI Action Plan
Last week, the White House released its AI Action Plan. We’re encouraged to see the White House take transparency and measurement seriously as catalysts for AI progress.
ARC-AGI-2 Blog3 min read
ARC-AGI-2 A New Challenge for Frontier AI Reasoning Systems
Technical context and description of the ARC-AGI-2 Benchmark
ARC-AGI-2 Blog4 min readObstacles in ARC's research agenda
Former ARC researcher David Matolcsi has put together a sequence of posts that explores ARC's big-picture vision for our research and examines several obstacles that we face. We think these posts will be useful to readers who are interested in digging into the details of our big-
Alignment Research Center (ARC)1 min read
Analyzing o3 and o4-mini with ARC-AGI
ARC Prize Foundation is a nonprofit committed to serving as the North Star for AGI by building open reasoning benchmarks that highlight the gap between what’s easy for humans and hard for AI. The ARC‑AGI benchmark family is our primary tool to do this.
ARC-AGI-2 Blog7 min read
Announcing ARC-AGI-2 and ARC Prize 2025
Measuring the next level of intelligence with ARC-AGI-2 and ARC Prize 2025
ARC-AGI-2 Blog10 min readARC Prize Foundation's Recommendations for the U.S. AI Action Plan
AI benchmarks generate ground truth about model capabilities and accelerate open progress
ARC-AGI-2 Blog2 min read
ARC Prize Side Quest - Snakebench
An experimental benchmark that measure LLMs in a snake battle
ARC-AGI-2 Blog9 min read
ARC Prize Foundation - a North Star for AGI
ARC Prize launched in 2024 as an experiment to promote the relatively obscure, but important, ARC-AGI benchmark. Now, after our OpenAI o3 testing, nearly everyone in tech has heard of it. But there is much more work to do to reach AGI.
ARC-AGI-2 Blog5 min read
OpenAI o3 Breakthrough High Score on ARC-AGI-Pub
OpenAI has released a new version of o3. Read our analysis to learn how it differs from the preview below.
ARC-AGI-2 Blog10 min read
2024 Progress on ARC-AGI-Pub
Technical details on 2 state-of-the-art approaches to ARC-AGI.
ARC-AGI-2 Blog4 min read
ARC Prize 2024 Winners & Technical Report Published
Six months ago, we launched this crazy $1M experiment called ARC Prize to test an idea: are new ideas needed for AGI?
ARC-AGI-2 Blog7 min read
How to Beat ARC-AGI by Combining Deep Learning and Program Synthesis
Deep learning is not enough to beat ARC Prize. We need something more. Knoop and Chollet lay out a path via Program Synthesis to beating the benchmark.
ARC-AGI-2 Blog21 min readA bird's eye view of ARC's research
Over the last few months, ARC has released a number of pieces of research. While some of these can be independently motivated, there is also a more unified research vision behind them. The purpose of this post is to try to convey some of that vision and how our individual
Alignment Research Center (ARC)9 min read
ARC Prize 2024 University Tour Recap
This month, we visited 13 US universities to connect with AI researchers, discuss AGI progress, and inspire more people to participate in ARC Prize.
ARC-AGI-2 Blog4 min readAnnouncing the ARC Prize 2024 University Tour
ARC Prize is going on tour, visiting over a dozen US universities and enlisting top AI students and researchers to actively move open AGI progress forward.
ARC-AGI-2 Blog2 min read
ARC Prize Survives 3 Months
ARC Prize is a nonprofit dedicated to advancing open artificial general intelligence (AGI).
ARC-AGI-2 Blog7 min read
OpenAI o1 Results on ARC-AGI-Pub
UPDATE: the full version of o1 was released December 5, 2024, important updates here.
ARC-AGI-2 Blog8 min read
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