AI Changed the Exposure Problem. Validation Needs to Change With It.

In early 2026, vulnerability disclosures surged by nearly 50%, but only a small fraction were exploited in the wild. Security teams must prioritize exposures based on actual risk and context, as severity scores alone are insufficient. Automated pentesting helps validate exploitability but has practical coverage limits.