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Anthropic says Claude produced the first end-to-end, computer-checked formalization of Fermat’s Last Theorem in Lean in 11 days, generating 13 million lines of code and 29,500 intermediate theorems. The open-source artifact uses Prove2Me and a multi-agent harness, following a Wiles–Taylor–Wiles exposition.
Harness-of-Harness wraps existing coding-agent harnesses in persistent planning, implementation, and independent QA loops, improving results across GameCraft-Bench, FrontierSWE, and ProgramBench. The Shanghai Artificial Intelligence Laboratory paper also reports a 70-plus-iteration run that produced Fusepoint, a playable FPS from a PRD and empty workspace.

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