When an AI-enabled system behaves unexpectedly, the first priorities are to limit further impact, understand who may be affected, and give the responsible people a clear path to respond. The details depend on the system, its actions, and applicable obligations.
Contain and assess
Pause or restrict the affected capability when needed. Establish what happened, which actions were taken, what information or users may be involved, and whether the behavior is continuing. Preserve only the records needed for investigation, with access limited to the people handling the incident.
Recover and communicate
Correct or reverse actions where possible, involve the relevant operational and privacy contacts, and communicate with affected people when appropriate. Avoid promising a fixed response time without an established operating commitment. Legal, contractual, and safety obligations may affect what must be reported and when.
Learn before resuming
Identify contributing factors, including system behavior, tools, permissions, process, and human review. Decide whether to change the design, limit the use, add checks, or retire the capability. Verify the change and the recovery path before resuming affected operations.
Document the owner, escalation route, and recovery steps for each use. A general sequence is a starting point; an organization should adapt its response plan to its real systems, people, and obligations.