Beyond LLM Judge: Mechanical Verification for Agentic Autoformalization

Anna Mei, Michael R. Douglas

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…