PROVE-RT, a retrieval-augmented, staged LLM pipeline, mechanizes 44.7% of a new 300-sketch benchmark of real-time scheduling analyses in the PROSA/Rocq library, far above direct LLM prompting.
Intuition for generating code: Each sporadic task can release jobs at arbitrary times, but not too frequently
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PROVE-RT: Generating Mechanized Theorem Prover Scripts for Real-Time Systems using LLMs
PROVE-RT, a retrieval-augmented, staged LLM pipeline, mechanizes 44.7% of a new 300-sketch benchmark of real-time scheduling analyses in the PROSA/Rocq library, far above direct LLM prompting.