LLM-generated ACSL contracts for numerical libraries
A new approach uses large language models (LLMs) to automatically generate a small, human-certifiable Automated C Specification Language (ACSL) contract from function documentation. This combined with a deterministic toolchain that supports a restricted ACSL profile and generates a driver using the CIVL verifier checks the implementation against the contract and an existing reference model. The…
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Key points
- LLM-generated ACSL contracts for numerical libraries
- Demonstrated on three PETSc functions: MatAXPY, MatAYPX, and non-compressing mode of MatFilter
- Discovered a previously undiscovered bug in MatAYPX since 1997
Read the original at arXiv cs.CL · by Hansol Suh, Jan H\"uckelheim, Stephen Siegel primary sourceOpen source ↗
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