Modern security ecosystems have grown so complex they create vulnerabilities through sheer disorganization. Resilience requires treating security architecture like biological systems that adapt …

AI amplifies both defensive and offensive capabilities asymmetrically, raising the ceiling for defenders while lowering the floor for attackers and creating a fundamentally new threat multiplier that …