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● Remember: learn from the near miss
           If an error is caught before harm occurs, do not treat it as a complete success. Record it
           briefly: what nearly happened? Where was it caught? Which control worked, and which
           was missing? Many large incidents begin with near misses a team never learned from,
           because they happened to end safely.































                                    FIGURE 4-10: THE RESPONSE CYCLE FOR AN AI INCIDENT

         What to notice: The order of response begins with stopping the harm, containing it, and

         preserving the evidence, then notifying, correcting, and learning.
         Source: Prepared by the author.


         TABLE 4-18: THE LEVEL OF AN INCIDENT AND THE FIRST RESPONSE

               Level                     Example                                 The response

                            Imprecise wording that was never
               Low                                                  Correct it locally and record the lesson.
                                     used externally.


                            A wrong summary that reached an         Stop the distribution, review the scope,
             Medium
                                      internal team.                   and notify the responsible officer.

                                                                          Immediate containment and
                             Confidential data uploaded, or a
               High                                                    notification of security, privacy, or
                           wrong consequential decision sent.
                                                                                 management.

                                                                       Activate the emergency plan with
                              A wide leak, financial fraud, or
              Critical                                                   multiple specialists and senior
                               repeated harmful execution.
                                                                                 management.







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