AI Broke Vulnerability Management. That's Why CISOs Are Moving Budget to BAS.

For thirty years, vulnerability management ran on a buffer: the months between when a vulnerability was found and when someone could figure out how to weaponize it. The solution was straightforward enough; triage by severity, schedule the fix, validate, and move on. The buffer was what made that work. Today, that buffer is gone. AI didn't make your team slower. It changed the other side of the

The article reports that AI-driven tooling has compressed the time from vulnerability discovery to working exploit from weeks or months down to roughly 24 hours in 2026, while the median time to patch remains about 43 days.[1][2] This asymmetry lets attackers weaponize flaws at scale far faster than traditional vulnerability management workflows can remediate them, pushing CISOs to reallocate budget toward continuous Breach and Attack Simulation (BAS) that exercises live environments using real adversary TTPs instead of static scanning.[1] From a CyberSE.AI perspective, this reflects a systemic shift toward AI-accelerated offensive capabilities, which requires organizations to modernize their risk management, integrate AI-aware detection and validation (e.g., BAS plus red teaming), and adapt CISO strategy and governance to assume that vulnerabilities will be weaponized almost immediately after disclosure.