Test translated narratives against subgroup criteria | AIGP
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Test translated narratives against subgroup criteria: What is the most appropriate next step before release?

AIGP Understanding How to Govern AI Development Easy

Test the affected translated narratives against subgroup-specific acceptance criteria before release.

The question

A housing-application screening tool passes routine validation. A red-team exercise has confirmed that translated application narratives are disproportionately routed for manual review. The existing acceptance criteria do not cover this condition. What is the most appropriate next step before release?

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  1. Release with a general accuracy disclaimer and monitor outcomes.
    A disclaimer does not resolve the demonstrated disparity or establish that the affected condition satisfies acceptance requirements.
  2. Log the confirmed disparity.
    Logging is necessary for traceability, but by itself it does not establish severity or whether the system meets release requirements.
  3. Test translated narratives against subgroup criteria. ✓
    Targeted testing defines the disparity under the affected condition and supplies evidence for a release or mitigation decision.
  4. Repeat the same routine validation unchanged.
    The routine validation already missed the issue, so repeating it unchanged does not test translated narratives or the affected subgroup.
The trap
Target the uncovered condition; repeating a test that missed it adds little evidence.

How to remember it

Test the affected translated narratives against subgroup-specific acceptance criteria before release.

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