// threat modeling

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Autonomous AI Attacks Compress Security Response Windows

Security teams have always faced time pressure, but agentic AI collapses it entirely—autonomous agents execute reconnaissance, lateral movement, and exploitation at machine speed rather than human speed, eliminating the lag time that traditional incident response depends on. This weaponizes existing attack vectors through velocity alone, forcing defenders to move from reactive detection to pre-compromise hardening or accept that human-speed incident response is already obsolete. Organizations built around the assumption that they'll detect threats during the attack window are now operating with that window already closed.