Pause the secondary use pending purpose-specific: Which missing | AIGP
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Pause the secondary use pending purpose-specific: Which missing control most directly addresses this emergent

AIGP Understanding How to Govern AI Deployment and Use Medium

A materially different use requires purpose-specific reassessment and approval before consequential deployment continues.

The question

A customer-service assistant was approved to summarize conversations for internal quality review. Other governance controls are complete. Usage monitoring now shows supervisors using those summaries to trigger customer account restrictions, a materially different purpose. Which missing control most directly addresses this emergent secondary use?

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  1. Expand the original quality-review sample to include more conversations.
    A larger original-purpose sample may improve quality evidence, but it does not evaluate the new account-restriction purpose.
  2. Improve summary fluency before continuing the new use.
    Fluency may improve readability, but it does not authorize, assess, or govern a materially different operational purpose.
  3. Pause the secondary use pending purpose-specific reassessment and approval.
    A materially changed purpose requires reassessing risks and obtaining appropriate governance approval before continuing consequential use.
  4. Add a disclaimer that summaries were created by artificial intelligence.
    Disclosure may improve transparency, but it does not provide approval or reassessment for the new restriction-triggering use.
The trap
When actual use expands beyond the approved purpose, address authorization and reassessment before optimizing the output.

How to remember it

A materially different use requires purpose-specific reassessment and approval before consequential deployment continues.

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