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SA-Pass (*Semantic Alignment Pass*), which tests formal statements using auxiliary statements called shadows that characterize the intended statement, is proposed, which achieves binary agreement with expert judgments.
Vero is introduced, the first benchmark to evaluate joint implementation and proof synthesis at the repository level and an audit mechanism where agents are allowed to formally prove unsatisfiability of provided specification or incorrectness of reference code, which surfaces and corrects latent code and specification errors during curation.
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