The secondary use may create unassessed impacts: What remaining | AIGP
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The secondary use may create unassessed impacts: What remaining risk should governance prioritize?

AIGP Understanding How to Govern AI Deployment and Use Medium

Using an administrative summarizer for fraud referrals changes its purpose and introduces risks not covered by the original approval.

The question

A housing administrator uses an AI assistant to summarize applications. Staff propose using its emerging fraud indicators for referral decisions, although that purpose was not assessed during approval. What remaining risk should governance prioritize?

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  1. The assistant may require additional staff training
    Training may support safe use, but it does not resolve the unassessed change in purpose and associated impact profile.
  2. Application summaries may need a different visual layout
    Interface design could affect usability, but it does not address governance consequences arising from the new referral purpose.
  3. The secondary use may create unassessed impacts ✓
    Using summaries for fraud referrals changes the system's purpose, affected decisions, and risks beyond the approved administrative use.
  4. The original approval may need broader marketing documentation
    Marketing material is not the relevant control; governance must assess the newly proposed operational use and its residual risks.
The trap
A new decision purpose can change affected people, harms, evidence needs, and approval requirements.

How to remember it

Using an administrative summarizer for fraud referrals changes its purpose and introduces risks not covered by the original approval.

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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.