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The Exploit Window Collapse: AI-Driven N-Day Weaponization and the Rise of Negative TTE
The traditional defensive advantage following vulnerability disclosure is eroding due to the "Exploit Window Collapse." Threat actors are increasingly utilizing offensive AI and automated binary diffing to analyze vendor patches, enabling the near-instantaneous generation of exploits for N-day vulnerabilities. This acceleration has created a "negative exploit window," where the Mean Time to Exploit (MTTE) is outpacing the Mean Time to Patch (MTTP). Consequently, known vulnerabilities are being weaponized with zero-day velocity, transforming manageable N-day risks into high-priority, high-velocity threats that bypass traditional patch management cycles and necessitate runtime-based mitigations.