LLMS ARE MAKING FORMAL SOFTWARE VERIFICATION FEASIBLE AT A MUCH LARGER SCALE

Summary from the TLDR newsletter

We need ways to prove that code is free from bugs. Formal software verification, which could provide this guarantee, has always required years of expert effort, but LLMs can now produce formal proofs at large scale. This enables new software development workflows that include proven security guarantees. Formal verification will likely become an essential part of secure software development as model capabilities continue to improve.