Evaluation & Governance

ARC-AGI

Abstraction and Reasoning Corpus for Artificial General Intelligence — a benchmark of visual pattern-completion puzzles that require novel abstraction. Resistant to memorization; historically a bright line between conventional LLMs and reasoning-capable systems.

Related terms

Reasoning Model
A class of LLMs (OpenAI o-series, Claude with extended thinking, DeepSeek-R1) trained to spend significant inference-time compute on internal reasoning before producing the final answer. Substantially better on math, coding, and multi-step problems at the cost of higher latency and token consumption.

Framework dimensions

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Where this fits

ARC-AGI is part of the Evaluation & Governance vocabulary used in the Generative AI Maturity Framework. See the full glossary for the complete set of 149 defined terms, or take the free maturity assessment to see where your organisation stands.