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Beyond LLM Judge: Mechanical Verification for Agentic Autoformalization

arXiv:2610.20573v2 Announce Type: replace-cross Abstract: We introduce a novel method for verifying Lean formalizations that goes beyond LLM-judged faithfulness. Unlike most verification methods, which rely on LLMs or trained models, our method…

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ImpactNotable 31/100
Why it mattersnimble: medium (p 0.47)
RegionsGlobal
Published4 h ago (Fri, 23 Oct 2026 04:00:00 GMT)
RetrievedFri, 23 Oct 2026 04:00:25 GMT via rss
ClassifiedFri, 23 Oct 2026 04:06:58 GMT by nimble
AuthorAnna Mei, Michael R. Douglas