AnalysisScienceOctober 27, 2026

Paul Lessard: AI math proofs need provenance, not just correctness

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In an MLST clip, Lessard argues machine-generated proofs that are merely correct fall short of real mathematics — he wants provenance, the reason a machine reached a given answer. Human understanding remains central once the work moves beyond proof-checking.

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