Disclose limitations and support informed human review | AIGP
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Disclose limitations and support informed human review: What developer action most directly addresses the

AIGP Understanding How Laws, Standards and Frameworks Apply to AI Medium

The developer must communicate the known limitation so deployment and human review can account for it.

The question

Assume Colorado SB26-189’s applicable requirements are in force. A developer learns that its ADMT performs poorly for a newly intended applicant population, while the deployer plans consequential decisions using its scores. What developer action most directly addresses the stated requirement?

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  1. Authorize deployment after recording the intended applicant population.
    Recording intended population alone does not communicate poor performance or provide the limitations needed for responsible human review.
  2. Transfer the final decision to the deployer without additional information.
    The deployer makes decisions, but transferring responsibility without limitation information fails to support informed human review.
  3. Disclose limitations and support informed human review.
    Documenting the limitation enables appropriate deployment and human review when performance concerns affect a consequential use.
  4. Measure only overall accuracy before releasing updated documentation.
    Overall accuracy may conceal population-specific limitations and does not satisfy the immediate need to communicate known constraints.
The trap
When a developer knows a limitation relevant to deployment, test whether the answer communicates it rather than reallocating decisions.

How to remember it

The developer must communicate the known limitation so deployment and human review can account for it.

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More Understanding How Laws, Standards and Frameworks Apply to AI questions

Part of the Certsqill AIGP question bank · Understanding How Laws, Standards and Frameworks Apply to AI · Every answer, right and wrong, comes with its own explanation.