Root Evidence analyzed 253,912 CVEs and found AI is accelerating vulnerability discovery, but not exploitation — exposing a vulnerability management model increasingly overwhelmed by noise.
Applications average 22 critical vulnerabilities while teams fix just 3.4 per month, exposing a widening AppSec gap that AI is making harder to close.
AI has broken traditional vulnerability management by accelerating vulnerability discovery and exploitation, but it may also be the only technology fast enough to help defenders regain the advantage.
New 1Password research found AI-generated vulnerability patches failed to fully fix complex software flaws 53.9% of the time, reinforcing the need for expert human review.
