LLM2Cert addresses the difficulty of synthesizing Lyapunov functions and barrier certificates for high-dimensional systems. It introduces DynaCertBench, a benchmark consisting of 105 instances to test automated formal verification pipelines.
HOW THIS AFFECTS YOU
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researcherYou can leverage this to move beyond low-dimensional polynomial systems in safety verification research.
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policyYou can better evaluate the formal safety guarantees of autonomous systems using automated synthesis.