PROVE-RT: LLM Framework for Generating Mechanized Theorem Prover Scripts in Real-Time Systems
A new framework called PROVE-RT leverages large language models (LLMs) to generate mechanized theorem prover scripts for schedulability analysis in real-time systems. The work addresses the challenge of manually constructing proofs in PROSA/ROCQ, which requires significant domain expertise. PROVE-RT guides LLM generation through dependency-aware informal sketches and retrieval from processed PROSA documentation, aiming to automate the creation of PROSA/ROCQ scripts. The paper is available on arXiv under the identifier 2608.12762.
Key facts
- PROVE-RT is an LLM-assisted framework for generating PROSA/ROCQ scripts.
- It targets mechanized verification of schedulability analyses in real-time systems.
- The framework uses dependency-aware informal sketches and retrieval from processed PROSA documentation.
- State-of-the-art LLMs often lack PROSA-specific knowledge.
- The paper is published on arXiv with identifier 2608.12762.
- The work aims to reduce the effort required for proof engineering in real-time systems certification.
Entities
Institutions
- arXiv