Contain duplicate reminders and preserve incident evidence | AIGP
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Contain duplicate reminders and preserve incident evidence: What should the organization do first?

AIGP Understanding How to Govern AI Development Medium

Containment limits ongoing access impact while preserving evidence for diagnosis; root-cause analysis can continue afterward.

The question

A medical-administration system without clinical advice begins sending duplicate appointment reminders. The cause is unknown, but missed or confusing communications could affect access. What should the organization do first?

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  1. Retrain the scheduling model before changing message delivery.
    Retraining may not address an unknown communications cause and could alter behavior before the responsible component is identified.
  2. Contain duplicate reminders and preserve incident evidence.
    Immediate containment reduces ongoing access impact while preserving logs and other information needed for diagnosis, recovery, and corrective action.
  3. Tell recipients to disregard repeats while the team investigates the delivery configuration.
    Recipient instructions may reduce confusion but do not stop duplicate delivery or preserve evidence for accountable incident response.
  4. Pause the reminder workflow pending diagnosis.
    Pausing may reduce further messages, but by itself does not preserve the logs and configuration evidence needed to diagnose and manage the incident.
The trap
When harm is ongoing and cause is uncertain, contain first while preserving diagnostic evidence.

How to remember it

Containment limits ongoing access impact while preserving evidence for diagnosis; root-cause analysis can continue afterward.

How many of these would you get right?

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