Your company is reviewing a new AI solution before deploying it. The company wants to ensure that the solution follows Microsoft responsible AI principles.
What is the best approach to achieve the goal? More than one answer choice may achieve the goal. Select the BEST answer.
A. Design the AI solution to automatically approve or reject customer loan applications.
B. Test the AI solution to identify and mitigate potential unfair or inconsistent outcomes in its outputs.
C. Prioritize model performance when tuning the AI solution.
D. Enable the AI solution to collect and store personal data.
Show Answer
Correct Answer: B
Explanation: Microsoft's Responsible AI principles emphasize fairness, reliability, safety, privacy, security, inclusiveness, transparency, and accountability. Testing an AI system to identify and mitigate unfair or inconsistent outcomes directly supports the fairness principle and responsible deployment. Automatically approving or rejecting loans without appropriate oversight is not a responsible-AI best practice, prioritizing performance alone ignores responsible AI considerations, and collecting personal data is not inherently aligned with responsible AI and should be minimized and governed appropriately.
Question 13
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Select the answer that correctly completes the sentence.
Show Answer
Correct Answer: users who advocate for the value of AI by learning, sharing, and identifying use cases.
Explanation: An AI champions program consists of employee advocates who promote AI adoption by learning, sharing best practices, and identifying valuable use cases across the organization.
Question 14
You have a business unit that uses an AI solution to process loan applications.
You discover that the solution rejects the application of all applicants that are older than 60 years of age.
Which Microsoft responsible AI principle is this violating?
A. accountability
B. transparency
C. reliability and safety
D. fairness
Show Answer
Correct Answer: D
Explanation: Rejecting all applicants solely because they are older than 60 is discriminatory treatment based on age, a protected or sensitive attribute in many contexts. This violates the Microsoft Responsible AI principle of fairness, which aims to ensure AI systems do not create unjustified bias or unequal outcomes for different groups.
Question 15
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Select the answer that correctly completes the sentence.
Show Answer
Correct Answer: promote the ethical and accountable use of AI.
Explanation: Microsoft Responsible AI principles are intended to guide the ethical, transparent, fair, and accountable development and deployment of AI, rather than guaranteeing consistency, autonomy, or standardized development practices.
Question 16
Your company is building a portfolio of AI-powered business solutions.
Company executives want to understand how Microsoft responsible AI principles can support the company’s long-term goals.
Which benefit best demonstrates the importance of responsible AI? More than one answer choice may achieve the goal. Select the BEST answer.
A. reduces the need for executive oversight in AI decision-making
B. enhances stakeholder trust and fosters sustainable AI adoption throughout the organization
C. guarantees that AI models provide accurate and relevant responses
D. reduces the need for data protection policies and governance
Show Answer
Correct Answer: B
Explanation: Microsoft's responsible AI principles emphasize building trust, accountability, fairness, transparency, privacy, security, and inclusiveness. These practices help organizations adopt AI sustainably over the long term. Responsible AI does not eliminate the need for executive oversight or governance, nor can it guarantee perfect model accuracy.
Question 17
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Select the answer that correctly completes the sentence.
Show Answer
Correct Answer: establish a champions program for your company.
Explanation: A champions program scales AI adoption through peer support, local advocacy, and ongoing knowledge sharing across the organization, making it more effective than awareness campaigns, standalone training, or metrics alone.
Question 18
Your company plans to use an AI-powered solution to analyze customer feedback for insights related to future product designs.
You need to mitigate the privacy risks associated with the solution.
What is the best approach to achieve the goal? More than one answer choice may achieve the goal. Select the BEST answer.
A. Delete all the feedback data immediately after analysis.
B. Ensure that feedback is attributable to the customer so that it can be deleted upon request.
C. Limit privacy reviews to the final stage of the AI project lifecycle.
D. Anonymize the source data to remove customer Personally Identifiable Information (PII) from the feedback.
Show Answer
Correct Answer: D
Explanation: Anonymizing customer feedback to remove personally identifiable information (PII) is the most effective privacy mitigation because it minimizes exposure of sensitive data while still allowing analysis. Deleting data immediately after analysis can help with data minimization but does not reduce risk during processing. Making feedback attributable to customers increases privacy risk even if it supports deletion requests. Privacy considerations should be incorporated throughout the AI lifecycle, not only at the final stage.
Question 19
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Select the answer that correctly completes the sentence.
Show Answer
Correct Answer: Microsoft Foundry
Explanation: The unified enterprise AI platform for building, customizing, evaluating, and managing AI apps and models is Microsoft Foundry (formerly Azure AI Foundry).
Question 20
Your company is evaluating the use of Microsoft Copilot Studio to support business process automation and employee self-service.
Which two capabilities are directly supported in Copilot Studio? Each correct answer presents a complete solution.
NOTE: Each correct selection is worth one point.
A. drafting and summarizing files in Microsoft Word and PowerPoint
B. customizing agent behavior and responses
C. using agents to identify and respond to security incidents
D. building agents that connect to business data and automate user interactions
E. configuring document security
Show Answer
Correct Answer: B, D
Explanation: Copilot Studio is used to build and customize AI agents, including defining their behavior, conversation flow, instructions, and responses. It also connects agents to business data and Power Platform connectors to automate workflows and employee self-service interactions. Drafting Office documents is a Microsoft 365 Copilot capability, security incident response is handled by Microsoft Security Copilot, and document security configuration is managed through Microsoft Purview and related administration tools.
Question 21
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For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.
Show Answer
Correct Answer: No
Yes
Yes
Explanation: Copilot in Outlook can draft but does not automatically send emails. It can identify tasks and commitments in emails, and it can summarize long email threads while highlighting action items and deadlines.
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