Deepseek-R1 can usually distinguish intended behavior from buggy implementations when writing ACSL specs, and augmenting prompts with Frama-C tool outputs measurably changes the type and focus of generated annotations.
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Seeking Specifications: The Case for Neuro-Symbolic Specification Synthesis
Deepseek-R1 can usually distinguish intended behavior from buggy implementations when writing ACSL specs, and augmenting prompts with Frama-C tool outputs measurably changes the type and focus of generated annotations.