AI is fundamentally disrupting traditional vulnerability disclosure practices by making it economically feasible for both attackers and defenders to automatically scan code for security flaws, rendering traditional 90-day embargo windows ineffective and exposing the tension between coordinated disclosure and open-source 'fix-quietly' approaches. Technology leaders must recognize that AI-accelerated vulnerability detection is collapsing the time window for secret patching, requiring organizations to adopt dramatically shorter embargoes and fundamentally rethink incident response protocols. The strategic implication is that IT security organizations need to shift from reactive patching cycles to proactive, AI-assisted vulnerability management with near-real-time response capabilities.
AI is fundamentally disrupting traditional vulnerability disclosure practices by making it economically feasible for both attackers and defenders to automatically scan code for security flaws, rendering traditional 90-day embargo windows ineffective and exposing the tension between coordinated disclosure and open-source 'fix-quietly' approaches. Technology leaders must recognize that AI-accelerated vulnerability detection is collapsing the time window for secret patching, requiring organizations to adopt dramatically shorter embargoes and fundamentally rethink incident response protocols. The strategic implication is that IT security organizations need to shift from reactive patching cycles to proactive, AI-assisted vulnerability management with near-real-time response capabilities.
