“Going rogue” is often a misleading abstraction.
In many cases, the underlying failures are familiar ones: excessive permissions, exposed credentials, weak isolation, insufficient logging and unclear authority boundaries.
AI agents amplify the speed and reach of those failures — they do not replace the need for basic security engineering.
Autonomy raises the stakes. It does not repeal the fundamentals.