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CodingarXiv cs.AI 12 d ago

Visored: A Controlled-Natural-Language Prover for LLM-Generated Mathematics

Visored is a new dependent-type-based prover that facilitates LLM-generated mathematics by mimicking mathematical natural language and incorporating a rule-driven automation layer. It is designed to complement existing systems like Lean and Rocq, allowing proofs to be re-emitted as checked Lean files. Initial experiments indicate that LLMs can effectively utilize Visored on the miniF2F benchmark without needing specific training data, highlighting its potential for enhancing proof generation in AI applications.

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Visored: A Controlled-Natural-Language Prover for LLM-Generated Mathematics — AI News Digest