1. Incredible.

2. I give it four months before this is ~saturated. https://t.co/u9dc9lIBgz

— Matt Shumer (@mattshumer_) 25 mars 2026

1. Incredible. 2. I give it four months before this is ~saturated. François Chollet (@fchollet) ARC-AGI-3 is out now! We've designed the benchmark to evaluate agentic intelligence via interactive reasoning environments. Beating ARC-AGI-3 will be achieved when an AI system matches or exceeds human-level action efficiency on all environments, upon seeing them for the first time. We've done extensive human testing that shows 100% of these environments are solvable by humans, upon first contact, with no prior training and no instructions. Meanwhile, all frontier AI reasoning models do under 1% at this time. — https://nitter.net/fchollet/status/2036861192619384989#m

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