AI Agents Don’t Need to Break In: They Already Have the Keys

Why the next AI security problem is less about rogue models than about trusted systems with the authority to act.

The latest AI security problem is not a model that says the wrong thing. It is a system that sits inside trusted workflows, sees too much, and can be pushed into actions its designers did not intend. Recent incidents around frontier model release decisions and enterprise assistant governance show that the boundary between useful automation and operation…