AI Governance Study

AIGP Question of the Day — 12 August 2026

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12 August 2026

A hospital deploys a diagnostic support model. Clinicians can see the model flagged a scan as high risk but cannot obtain any reasons. Patients are told AI is used in their care. Which principle is satisfied and which is failing?

  1. Transparency is failing; explainability is satisfied
  2. Both transparency and explainability are failing
  3. Transparency is satisfied; explainability is failing
  4. Accountability is failing; transparency is satisfied
Answer: Transparency is satisfied; explainability is failing
Disclosing that AI is used is transparency, and it has been done. The inability to interpret why a specific output was produced is an explainability failure (c). (a) reverses the terms. (b) ignores the disclosure. (d) drags in accountability, which concerns answerability for outcomes, not the missing reasons.

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