Executives retain responsibility for resources | AIGP
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Executives retain responsibility for resources: Which accountability distinction is decisive?

AIGP Understanding the Foundations of AI Governance Hard

Executives remain accountable for resources and escalation when material screening risk remains unresolved.

The question

A company’s screening vendor reports strong validation accuracy for an employment model. Internal reviewers identify possible subgroup disparities, but the executive sponsor asks the recruiting team to resolve them without funding additional analysis or setting escalation authority. Which accountability distinction is decisive?

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  1. Recruiters own every fairness issue because they use outputs.
    Recruiters may operate the process, but executive accountability for resources and unresolved risk remains.
  2. The model team owns resolution because it built the system.
    Technical teams contribute expertise, but they cannot alone provide executive resources or organizational escalation authority.
  3. The vendor owns the issue because it validated accuracy.
    Vendor validation does not eliminate the deploying organization’s responsibility for contextual fairness concerns.
  4. Executives retain responsibility for resources and unresolved risk.
    Executive responsibility includes resources, accountability, and escalation; delegating analysis does not transfer unresolved organizational risk.
The trap
Look for who controls resources and escalation when risk remains unresolved.

How to remember it

Executives remain accountable for resources and escalation when material screening risk remains unresolved.

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