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.
Zhe Ye, Hantao Lou, Yuechun Sun et al.· 0 citations
A three-level taxonomy inspired by autonomous driving that distinguishes degrees of autonomy along a roadmap from today’s AI-assisted development workflows to fully autonomous software development in which AI systems autonomously identify demands and design, implement, verify, and maintain software without human oversight is introduced.
It is shown that generative compilation reduces non-compiling outputs and improves functional correctness, relative to standard post-generation feedback, by detecting a broad range of errors close to their source and early during generation, thereby reducing errors cascades and enabling focused diagnostics.
Niels Mündler-Sasahara, Hristo Venev, Dawn Song et al.· 0 citations