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Research

Do Coding Agents Need Executable World Models, Simplification, and Verification to Solve ARC-AGI-3?

Zac Boring July 20, 2026 1 min read
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Our previous ARC-AGI-3 agent bundled executable world modeling, scheduled simplification, and exact replay verification, leaving unclear which idea accounted for its performance. We address this attribution question with four nested Codex-based agents: a textual baseline; a flexible-interface executable world model without replay verification; the same executable model with scheduled simplification; and a fixed-interface verification treatment that

By Sergey Rodionov

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