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ARC-AGI-3: A New Challenge for Frontier Agentic Intelligence

Zac Boring March 27, 2026 1 min read
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We introduce ARC-AGI-3, an interactive benchmark for studying agentic intelligence through novel, abstract, turn-based environments in which agents must explore, infer goals, build internal models of environment dynamics, and plan effective action sequences without explicit instructions. Like its predecessors ARC-AGI-1 and 2, ARC-AGI-3 focuses entirely on evaluating fluid adaptive efficiency on novel tasks, while avoiding language and external know

By ARC Prize Foundation

Read the full article at ArXiv cs.AI →