
The rapid democratization of sophisticated machine learning models has fundamentally inverted the traditional security hierarchy, turning what was once a defensive perimeter into a sieve for hyper-automated exploits. As of 2026, the digital landscape is no longer defined by human-led hacking groups but by autonomous agents that iterate through millions of potential entry points in the time it takes a










