platoseed
AI benchmarks that measure general intelligence and inspire new ideas
ARC Prize builds AI benchmarks that measure general intelligence. Our benchmark, ARC-AGI, has been used by OpenAI, Anthropic, Google DeepMind, and xAI. Founded by Mike Knoop and Francois Chollet, we inspire open source artificial general intelligence (AGI) research through benchmarks (the ARC-AGI series), global competitions, research grants, community, and content, we exist to guide researchers, industry, and regulators on the path to AGI. We believe that AGI requires more than just scaling up existing AI models. It demands a fundamental shift towards systems capable of genuine fluid intelligence, the ability to adapt to novel challenges and solve problems efficiently, much like humans do.
ARC Prize Foundation is a nonprofit that advances open-source AGI research through scientifically grounded benchmarks and prize competitions. It offers ARC-AGI benchmarks and large prize pools to encourage progress and open access to AGI research.
ARC Prize builds benchmarks (ARC-AGI series) to measure general intelligence in AI systems, focusing on agentic and fluid intelligence in ways that are easy for humans but hard for AI. The platform includes leaderboards, competitions (ARC-AGI-1 to ARC-AGI-3), research content, and prize programs (ARC Prize 2025/2026) with partnerships (e.g., Kaggle) to reward open-source progress. It positions the benchmarks as a tool to identify progress gaps and spur new ideas, with resources for start here, platform access, and community engagement.
Who it’s for: AI researchers, open-source AI developers, academic labs, AI labs in industry, contributors to AGI research, researchers seeking benchmarks and open-source progress.
funding/large prize pools; notable partnerships; active competitions; research-focused platform
Greg is the president of ARC Prize Foundation. He leads the nonprofit's work building benchmarks that have been used by OpenAI, Anthropic, Google, and xAI. Previously, Greg led ops + product at Digits (AI Accounting), and spent several years at Salesforce driving strategy, growth, and predictive analytics. Greg is also the founder of Leverage, teaching 100K+ developers how to build their first AI applications through his YouTube channel (66K subs).

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