Reassess and approve the new model and personalized use | AIGP
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Reassess and approve the new model and personalized use: What is required before deployment?

AIGP Understanding the Foundations of AI Governance Medium

The new model and personalized performance purpose trigger reassessment before deployment.

The question

An organization approved an employee-assistance model for generic workplace answers. A vendor releases a new model version, and the team wants to use it for personalized performance recommendations. The internal change-control policy requires reassessment when the model or intended use changes. What is required before deployment?

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  1. Let the vendor decide whether reassessment is necessary.
    The vendor may provide relevant evidence, but the organization remains responsible for its internal change decision under its policy.
  2. Apply the earlier generic-answer approval.
    The earlier approval does not automatically cover either the new model version or personalized performance recommendations.
  3. Use the original evaluation as the complete approval record.
    Earlier evaluation may inform reassessment, but it cannot replace review of the changed model and personalized purpose.
  4. Reassess and approve the new model and personalized use. ✓
    Both the model version and intended purpose changed, so the organization must complete the policy-required reassessment before deployment.
The trap
A changed model, purpose, or affected population can trigger review; together they clearly exceed the prior scope.

How to remember it

The new model and personalized performance purpose trigger reassessment before deployment.

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