KVerus: LLM-Powered Scalable Formal Verification Proof Generation for Rust Code

arXiv·medium signal

KVerus addresses the gap between LLM promise and real-world formal verification by generating proofs for Rust code that existing LLM approaches fail on — specifically targeting large-scale, evolving systems where proof generation breaks down. LLMs show promise in automating proof generation but often fail due to specification ambiguity and proof complexity at scale. For builders using Rust in safety-critical systems, this offers a path toward automated correctness guarantees without manual proof engineering.