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 combines LLM-ba