IC3-Evolve evolves IC3 heuristics via offline LLM patches that are admitted only after passing proof or witness validation, yielding standalone improved checkers evaluated on HWMCC and unseen benchmarks.
Efficient implementation of property directed reachability
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IC3-Evolve: Proof-/Witness-Gated Offline LLM-Driven Heuristic Evolution for IC3 Hardware Model Checking
IC3-Evolve evolves IC3 heuristics via offline LLM patches that are admitted only after passing proof or witness validation, yielding standalone improved checkers evaluated on HWMCC and unseen benchmarks.