Document the limitations for users: Under the organization’s | AIGP
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Document the limitations for users: Under the organization’s user-information policy, what does this evidence

AIGP Understanding How to Govern AI Deployment and Use Medium

The evidence supports user-facing limitation documentation, not a conclusion that accuracy is inadequate or explanations must be perfect.

The question

A software vendor reports stable aggregate accuracy, but procurement users say generated explanations omit important limitations. Under the organization’s user-information policy, what does this evidence most directly support?

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  1. Suspend procurement until explanation completeness is perfect.
    The evidence supports improved limitation communication, not an unsupported requirement for perfect completeness or automatic suspension.
  2. Document the limitations for users. ✓
    The complaints identify a communication gap affecting reliance; stable aggregate accuracy does not show that users have adequate limitation information.
  3. Require independent verification of every explanation.
    Verification may be an additional safeguard, but it does not replace clear documentation of known limitations.
  4. Expand the accuracy test to improve performance evidence.
    A larger test may improve performance evidence, but it does not directly remedy omitted user-facing limitations.
The trap
Separate output-quality evidence from evidence about whether users understand system limitations.

How to remember it

The evidence supports user-facing limitation documentation, not a conclusion that accuracy is inadequate or explanations must be perfect.

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