- 11th November 2026
Frontier models made vulnerability discovery cheap: 948 Linux privilege escalations at about $1,280 each. Fixing didn’t speed up. Only 1 in 8 disclosed AI findings has a known upstream patch, and AI-found bugs are exploited at 1.3%, the historical norm. The bottleneck is verified remediation, owned by a team and proven by the next scan.
Daniel Reeves


















