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#artificial intelligence Preprint Mar 2026

Spec-Harness: Measuring and Improving Behavioral Adequacy of LLM-Synthesized Formal Specifications

Comparisons of classical and prompt-based JML synthesis approaches are compared, and it is found that prompt optimization through verification feedback raises pass rates but reaches a clear ceiling, and Spec-Harness is introduced, a framework that measures the behavioral adequacy of a specification along four dimension...

M. Rakib, Hossain Misu, IrisMa et al. · 3 citations

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