Align an AI Strategy with Microsoft Responsible AI Policies AB-731 Practice Questions (Page 1)

Questions 1–5

1. 1application · medium

   A multinational bank is deploying an AI system to approve small-business loans. The data science team has trained the model on historical loan data that underrepresents certain geographic regions. The bank's AI council has mandated that all AI systems must be auditable and fair. What should the bank do first to address the fairness concern?

   • AReplace the AI model with a simple rule-based system to eliminate bias entirely.
   • BImmediately deploy the model with a public disclaimer that results may vary by region.
   • CConduct a fairness assessment using disaggregated performance metrics across regions before adjusting the model.
   • DRetrain the model using only data from the underrepresented regions to balance the dataset.
   Reveal Solution Discussion Select an answer first
2. 2foundation · easy

   Which activity is part of assessing AI reliability and safety?

   • AConducting stress tests to see how the AI behaves under unusual conditions.
   • BChoosing a cloud provider for deployment.
   • CWriting user documentation for the AI system.
   • DMarketing the AI solution to potential customers.
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4. 3application · medium

   A telecom company uses an AI system to detect network anomalies. The system sometimes flags normal activity as a threat, causing unnecessary alerts. The company wants to improve transparency and accountability for the system's decisions. What should the company do?

   • AKeep the system's logic confidential to prevent attackers from gaming it.
   • BAutomatically block all flagged activity to prevent threats.
   • CIncrease the alert threshold to reduce false positives.
   • DProvide a dashboard that shows why the system flagged each alert, including the key features that triggered it.
   Reveal Solution Discussion Select an answer first
5. 4application · medium

   A financial services firm is adopting AI across multiple departments. The firm wants to establish governance principles that ensure ethical use of AI while enabling innovation. What should the firm do first?

   • AAdopt a strict rule that all AI projects must be approved by the legal team.
   • BImplement AI in one department first and then create policies based on lessons learned.
   • CHire a chief AI officer to oversee all AI projects without formal policies.
   • DDevelop a set of AI principles and policies that align with Microsoft's responsible AI standards and obtain executive sponsorship.
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6. 5foundation · easy

   Which approach promotes inclusiveness in an AI solution?

   • ADesigning the interface with small text and complex navigation.
   • BInvolving diverse user groups in the design and testing phases.
   • CUsing a single dataset that represents only the majority population.
   • DTesting only with internal employees who are familiar with the system.
   Reveal Solution Discussion Select an answer first