Revalidate the changed version: What is required before | AIGP
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Revalidate the changed version: What is required before approval?

AIGP Understanding How to Govern AI Development Medium

Code changes can alter behavior; the new version must be evaluated before approval rather than inheriting old evidence.

The question

A manufacturing quality model is replaced with a new version that changes its feature-processing code but retains the same stated purpose. The release team has only the previous version’s validation report. What is required before approval?

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  1. Revalidate the changed version ✓
    A changed model version requires evaluation against applicable acceptance criteria because prior evidence does not establish current behavior.
  2. Obtain the supplier’s assurance of equivalent performance
    Supplier assurance is scoped evidence and cannot substitute for organization-specific validation against manufacturing acceptance criteria.
  3. Monitor production outcomes after release
    Post-release monitoring is important, but it does not replace preapproval contextual evaluation of the changed version.
  4. Reuse the previous validation report
    The earlier report documents another version and cannot establish performance, robustness, or impacts after feature-processing changes.
The trap
Same purpose does not mean same behavior; version changes can invalidate earlier performance evidence.

How to remember it

Code changes can alter behavior; the new version must be evaluated before approval rather than inheriting old evidence.

How many of these would you get right?

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