Compare small-vendor outcomes with baseline: What should it | AIGP
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Compare small-vendor outcomes with baseline: What should it examine?

AIGP Understanding How to Govern AI Development Hard

Compare post-deployment false-exclusion outcomes for small vendors with baseline and thresholds.

The question

A procurement team requires a supplier to reduce false exclusion of small vendors. After deployment, the supplier reports a favorable benchmark, but the team has no evidence that the mitigation changed outcomes in its vendor population. Monitoring must test the stated harm in the affected subgroup against a baseline and decision threshold. What should it examine?

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  1. Check whether the supplier renewed its benchmark and methodology documents.
    Updated documentation may clarify the supplier’s evidence but does not show changed outcomes in the procurement team’s vendor population.
  2. Track processing time.
    Processing time may show operational efficiency but does not measure false exclusion of small vendors or mitigation effectiveness.
  3. Survey users about interface complaints and satisfaction after mitigation.
    User feedback can reveal usability concerns, but it does not directly establish whether small vendors face fewer false exclusions.
  4. Compare small-vendor outcomes with baseline. ✓
    Comparing post-deployment exclusion outcomes for small vendors with the baseline and defined thresholds directly tests whether the mitigation works.
The trap
Measure the stated harm in the stated subgroup against a baseline and threshold.

How to remember it

Compare post-deployment false-exclusion outcomes for small vendors with baseline and thresholds.

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