Vulnerability response in the AI-discovery era: A four-part plan

What changes when AI can find vulnerabilities faster than teams can fix them, and a four-part plan for dealing with it. Frontier AI models can now find vulnerabilities at a scale and speed humans can't match, with Mythos as the current high-water mark. That includes flaws with no CVE attached, in code that has been reviewed for decades. Access to the strongest models is restricted today, but the capability is spreading, and attackers get it too. Here is the practical problem: finding vulnerabilities got fast and cheap. Triaging them, fixing them, and containing what gets exploited did not. If your program was already behind on its backlog, this makes it worse. So in this post, we’ll explore what actually changes, and how to…