AnalysisScienceOctober 15, 2026

GPT-6.1 Sol finds major errors in 6% of 800 math papers

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GPT-6.1 Sol reviewed nearly 800 mathematics papers, flagging major errors in 6% and minor mistakes in another 30%; researchers estimate 90% of its major findings are correct. The major-error rate in newer papers fell to 1.5% as AI adoption surged.

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