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Chollet: abstraction-and-reasoning corpus with explicit task priors

Contribution grade

Generalization evaluation resources · Human-designed research method or resource

Reference score140,000Provisional editorial estimate of this exact contribution; its grade is assessed separately.

What changed

Introduced ARC as a few-example abstraction/generalization benchmark organized around explicit prior assumptions, separating acquired task skill from broader skill-acquisition efficiency.

Scientific scope

Introduced ARC as a few-example abstraction/generalization benchmark organized around explicit prior assumptions, separating acquired task skill from broader skill-acquisition efficiency. The proposed intelligence formalization is a research framework, not an accepted proof that ARC measures all intelligence. Original ARC is distinct from later ARC-AGI2/3, leaderboard systems and training exposures. A puzzle score does not certify general autonomy.

Evidence

The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. The proposed intelligence formalization is a research framework, not an accepted proof that ARC measures all intelligence. Original ARC is distinct from later ARC-AGI2/3, leaderboard systems and training exposures. A puzzle score does not certify general autonomy.

Contributors

Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.

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