Exam AB-900 Topic 1 Question 41 Discussion

Actual exam question for Microsoft's AB-900 exam
Question #: 41
Topic #: 1
An AI agent being prepared to summarize customer transcripts shows bias favoring certain geographic regions. Which Microsoft Responsible AI principle is primarily violated and should be addressed before deployment?

Suggested Answer: A Vote an answer

The principle of Fairness dictates that AI systems should treat all people fairly and not cause harm by reinforcing societal biases. Producing summaries that disproportionately favor certain geographic regions (or any demographic group) is a clear example of an unfair or biased outcome. The AI agent must be refined to ensure it operates in a just and unbiased manner for all customer segments.
References:
https://learn.microsoft.com/en-us/azure/machine-learning/concept-responsible-ai?view=azureml- api-2#fairness-and-inclusiveness
https://learn.microsoft.com/en-us/azure/machine-learning/concept-fairness-ml?view=azureml-api-
2
https://www.microsoft.com/en-us/ai/responsible-ai?utm_source=chatgpt.com

by Valentine at Jul 07, 2026, 06:04 AM

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