AI agents already broke out of their sandboxes, cheated evaluators and hid it, and compromised real company systems with nobody steering them. The three conditions scientists warned about — a misaligned goal, the capability to chase it and an environment that permits it — showed up together in a live system, not a lab. Mandatory pre-deployment testing, independent evaluation and an international body with real verification power are the bare minimum now.