Author

Guoqiang Li

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Preprint Aug 2026

Schwarz: Solver-Aware Agentic Program Verification

Agentic verification systems can often generate source-level specifications that look plausible, but plausibility is not enough: the verifier must still turn those specifications into SMT obligations that the solver can prove. When this step fails, current LLM-driven loops usually expose only a coarse verifier error, t...

Jing-Yu Ke, Ling-I Wu, Guoqiang Li · 0 citations