The Abstraction and Reasoning Corpus (ARC) is designed as an intelligence test for both humans and machines, grounded purely in core knowledge (objectness, elementary geometry and topology, numbers, agentness) without requiring prior knowledge like language, with every task being novel and sharing only abstract similarities with other tasks, controlling for experience through few-shot learning from 2-3 examples.
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Speaker
François CholletEvidence Quote
“every task you see is new...grounded purely in core knowledge.”
Source
Francois Chollet | Why abstraction is the key to intelligence, and what we’re still missing— Harvard CMSACreated: 8/12/2026, 6:07:58 PM
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