Revalidate the release locally and expand outcome: What action | AIGP
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Revalidate the release locally and expand outcome: What action best addresses both gaps?

AIGP Understanding How to Govern AI Deployment and Use Hard

A vendor release requires version-specific validation in the deployment context and stronger monitoring of local outcomes.

The question

An employment-screening vendor releases a new model version. The buyer has only the vendor's old benchmark and a general warranty; local outcome monitoring is incomplete. Continued use requires evidence for this version and context. What action best addresses both gaps?

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  1. Accept the warranty pending annual review
    A warranty has limited scope and does not establish current-version performance or local outcomes for this deployment context.
  2. Revalidate the release locally and expand outcome monitoring ✓
    Version-specific local validation addresses changed supplier evidence, while expanded monitoring addresses incomplete evidence about actual screening outcomes.
  3. Continue screening while collecting local results and reviewing vendor documentation
    This gathers evidence but permits continued consequential use despite unresolved version and local-performance uncertainty.
  4. Compare the new model with the old benchmark
    Comparison may help, but the old benchmark alone does not establish local outcomes or reveal changed deployment behavior.
The trap
Check both what the supplier evidence covers and whether actual local outcomes are being measured.

How to remember it

A vendor release requires version-specific validation in the deployment context and stronger monitoring of local outcomes.

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More Understanding How to Govern AI Deployment and Use questions

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.