Measure subgroup results: Which NIST function addresses | AIGP
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Measure subgroup results: Which NIST function addresses this immediate gap?

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

MEASURE addresses incomplete subgroup evidence, uncertainty, representative testing, and testing limitations.

The question

A retailer’s demand model has strong aggregate accuracy, but regional data are sparse and stockouts disproportionately affect smaller stores. Leaders need evidence before deployment, while subgroup results, uncertainty, and testing limits remain incomplete. Which NIST function addresses this immediate gap?

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  1. Govern executive approval, ownership, escalation, and third-party accountability.
    GOVERN establishes authority and accountability, but those controls do not resolve incomplete subgroup testing or uncertainty.
  2. Measure subgroup results, uncertainty, and test limitations. ✓
    MEASURE evaluates representative performance, subgroup effects, uncertainty, and limitations in the available testing evidence.
  3. Manage residual stockout risk through prioritized deployment controls.
    MANAGE addresses treatment and residual risk after evidence has been evaluated; it does not supply the missing performance evidence.
  4. Define the stores and decisions in scope.
    MAP defines context and purpose, but the immediate gap is incomplete empirical evidence about subgroup performance and uncertainty.
The trap
Incomplete tests, subgroup effects, uncertainty, or evidence limitations point to MEASURE.

How to remember it

MEASURE addresses incomplete subgroup evidence, uncertainty, representative testing, and testing limitations.

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