Definition
A scenario where the time between vulnerability disclosure and public exploitation becomes negative—meaning exploits are available before patches, or AI-discovered zero-days are exploited immediately upon discovery. Defenders have no patch window.
Why it matters
Frontier AI models can discover thousands of unknown vulnerabilities in weeks and generate working exploits in hours; traditional reactive patching cannot defend against this velocity. Organizations must shift to prevention-first strategies.