AI Change Desk | Episode 46 | Runtime 20:51

When an AI workflow crosses a real boundary, an alert is only the beginning. This episode examines the authority needed to classify an event, interrupt work, preserve evidence, coordinate notifications, explain what is known, and authorize recovery.

The practical tool is a seven-part AI Incident Authority Card: named decision owners, reachable backups, and evidence that the handoffs work.

• Evaluation boundaries and the difference between a model stopping itself and an independent stop control.
• Why an announced AI Force is not the same as an established operating structure.
• Why a reported privacy notification is not a final regulatory finding.
• The separate clocks for containment, notification, public disclosure, and closure.
• A 45-minute exer ...