Why it matters
Something shifted in the past year that most security teams haven't fully reckoned with yet: AI models can now find serious vulnerabilities in production code, at scale, with minimal human skill required. Not in toy examples. In libraries that have been reviewed hundreds of times by the best researchers in the world. J
My takeaway: The AI bugpocalypse is here. Now what? - Jack Cable, Corridor is a model-evaluation signal. The practical read is to tie capability claims to evidence, launch criteria, and regression tests rather than relying on demos or benchmark headlines.