Exam AB-731 Topic 1 Question 2 Discussion

Actual exam question for Microsoft's AB-731 exam
Question #: 2
Topic #: 1
An organisation is developing an AI system that will recommend candidates for internal promotions. During testing, the system produces accurate recommendations for most departments but consistently underperforms for the engineering department, where the workforce is more demographically diverse than other departments.
Which responsible AI standards are most directly relevant, and what action should the organisation take?

Suggested Answer: B Vote an answer

Eight responsible AI standards: fairness, reliability, safety, privacy, security, inclusiveness, transparency, and accountability. In this scenario, three standards are most directly relevant.
Fairness requires that the AI system treats all people equitably, meaning it must not disadvantage candidates from the more diverse engineering department. Reliability requires that the system performs consistently across all departments, not just most of them. Inclusiveness requires that the system benefits everyone, including diverse populations. The correct action addresses all three: audit training data for representation gaps that could cause bias, test across demographic groups, and ensure equitable performance before deployment.

by Angelo at Aug 22, 2026, 01:13 AM

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