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About this paper

Shuangjie Yao, Nikolaus Holzer, Mark Paul Santolucito, Baishakhi Ray, Suman Jana, Dongdong She

CoCo-Prover allocates proof work across software verification obligations while retaining progress and reusable helpers. It tracks open goals and dependencies, then routes ready goals to automation, proof-writing, lemma-planning, or recovery agents; Lean accepts proofs. On CLEVER with GPT-5.6-Terra, it and Humanize solved 157 shared tasks, at $94.4 versus $136.6 total model-call cost; this excludes tasks either system failed.

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