Restrict deployment to editorial summarization: What should | AIGP
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Restrict deployment to editorial summarization: What should the team do?

AIGP Understanding How to Govern AI Development Medium

Internal policy limits deployment to the model's documented and evaluated summarization purpose.

The question

A media company is considering a vendor model for content production. The model card states that the model's documented intended purpose is editorial summarization and reports testing for that purpose only. It reports no testing for automated moderation or video generation. Company policy prohibits deployment outside the documented intended purpose. What should the team do?

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  1. Restrict deployment to editorial summarization. ✓
    This follows the explicit internal policy and keeps use within the vendor's documented intended purpose and evaluated scope.
  2. Use it for moderation with human review.
    Human review may be a control for an authorized use, but it does not remove the policy's prohibition on this undocumented purpose.
  3. Expand use after favorable benchmark results.
    General benchmark results would not authorize deployment outside the documented purpose or establish suitability for moderation or video generation.
  4. Pilot video generation with synthetic examples.
    A pilot may support future evaluation, but it would still deploy the model outside the currently permitted intended purpose.
The trap
Separate evidence that a use might be feasible from authorization to deploy it.

How to remember it

Internal policy limits deployment to the model's documented and evaluated summarization purpose.

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