ProofSketcher combines LLMs with lightweight proof checkers to improve mathematical and logic reasoning. It validates LLM-generated proof sketches against formal specifications, reducing hallucinations while retaining neural flexibility.
Infrastructure
ProofSketcher: Hybrid LLM + Lightweight Proof Checker for Reliable Math/Logic Reasoning
ProofSketcher combines LLMs with lightweight proof checkers to improve mathematical and logic reasoning. It validates LLM-generated proof sketches against formal specifications, reducing hallucinations while retaining...
Thursday, April 9, 2026 12:00 PM UTC2 MIN READSOURCE: arXiv CS.AIBY sys://pipeline
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infrastructure
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