Activate containment while preserving evidence | AIGP
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Activate containment while preserving evidence: What is the immediate governance action?

AIGP Understanding How to Govern AI Development Medium

Containment should reduce current exposure while investigation continues; complete root-cause certainty is not a prerequisite for response.

The question

A manufacturing-quality model begins flagging abnormal defect patterns after a sensor integration. Production leaders see possible safety implications, but the technical team has not finished root-cause analysis. What is the immediate governance action?

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  1. Activate containment while preserving evidence for investigation. ✓
    Containment reduces exposure immediately, while evidence preservation supports later diagnosis, corrective action, and accountable recovery decisions.
  2. Continue normal operations until root cause is confirmed.
    Waiting for certainty leaves potential harm unmanaged when a changed input source has already produced abnormal behavior requiring response.
  3. Replace the model with a manually tuned threshold immediately.
    A substitute threshold may introduce untested behavior and does not itself preserve evidence or address the integration-related uncertainty.
  4. Record the anomaly for the next scheduled model review.
    Recording is useful, but a scheduled review alone is too slow when abnormal outputs may affect production safety.
The trap
When harm may be ongoing, contain exposure first and preserve evidence for the continuing investigation.

How to remember it

Containment should reduce current exposure while investigation continues; complete root-cause certainty is not a prerequisite for response.

How many of these would you get right?

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Part of the Certsqill AIGP question bank · Understanding How to Govern AI Development · Every answer, right and wrong, comes with its own explanation.