The disparity is a signal requiring investigation | AIGP
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The disparity is a signal requiring investigation: What is the most accurate characterization under covered

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

A performance disparity is an important signal, not a completed legal finding; further employment-selection analysis remains necessary.

The question

A US financial-services employer finds that an AI document-processing screen rejects applicants from one protected group more often than others. No investigation has examined job-relatedness, necessity, or alternatives. What is the most accurate characterization under covered employment-selection rules?

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  1. The disparity proves disparate impact.
    A disparity can signal a disparate-impact concern, but it does not by itself complete the legal analysis or establish every required element.
  2. The disparity is irrelevant without a vendor admission.
    An employer need not wait for vendor admission before investigating a performance disparity in its selection procedure.
  3. The disparity establishes disparate treatment.
    Disparate treatment generally concerns intentional differential treatment, which the reported outcome alone does not establish.
  4. The disparity is a signal requiring investigation. ✓
    Unequal outcomes from a facially neutral selection procedure warrant investigation of job-relatedness, necessity, and less-discriminatory alternatives.
The trap
Treat outcome disparities as triggers for analysis, not automatic proof of a legal violation.

How to remember it

A performance disparity is an important signal, not a completed legal finding; further employment-selection analysis remains necessary.

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