
The traditional buffer zone that cybersecurity teams once relied upon to patch critical vulnerabilities has effectively vanished as artificial intelligence accelerates the transition from discovery to exploitation. Recent data highlights a dramatic collapse in the predictive window, which is the brief interval between the public disclosure of a software flaw and its weaponization by malicious actors. In the current landscape










