Everything on Vulnerability Management

AI reduces the window between vulnerability discovery and exploitation, rendering traditional patching workflows too slow.

Impact: Companies must implement automated, frictionless patching pipelines to keep pace with AI-driven attack speeds and minimize exposure.

— from AI Models Weaponize Supply Chains and Credential Theft · a16z Podcast· Aug 07, 2026