The Mythos Inflection Point: Dealing With the Upcoming Vulnerability Disclosure Avalanche and Compressed Exploitation Window

Qualys outlines a shifting threat landscape in which agentic AI dramatically accelerates discovery and exploitation of software vulnerabilities, collapsing the window between disclosure and active exploitation from days or weeks to hours. The paper argues that traditional vulnerability triage and manual remediation are too slow, advocates for context-aware prioritization, in‑environment validation of exploitability, and trust‑built autonomous remediation, and introduces Qualys Enterprise TruRisk Management (TruRisk/TruConfirm/TruRisk Eliminate) as a solution to reduce real exposure windows.