Test applicant-facing explanations with representative: Which evidence most directly shows that the
Representative-user testing verifies that applicant-facing explanations are understandable and address the affected person’s practical information needs.
The question
An employer uses an AI tool to screen applications and requires documentation understandable to affected applicants. Which evidence most directly shows that the documentation meets that purpose?
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- File the vendor’s technical model card internally.A model card may describe technical characteristics, but it does not establish understandable, relevant documentation for affected applicants.
- Test applicant-facing explanations with representative users. ✓Testing directly shows whether affected people can understand the system’s role, relevant factors, and available review or appeal information.
- Train recruiters to summarize the screening process informally when asked.Informal explanations may vary and omit important information, providing no consistent evidence that affected applicants receive understandable documentation.
- Publish the tool’s overall validation accuracy on the careers website.Accuracy information may provide context, but it does not explain individual use, relevant factors, or how applicants can seek review.
The trap
Evidence for affected users should test their understanding of explanations, roles, relevant factors, and review routes. How to remember it
Representative-user testing verifies that applicant-facing explanations are understandable and address the affected person’s practical information needs.
How many of these would you get right?
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