Microsoft Responsible AI

1. Which Responsible AI principle focuses on ensuring AI systems treat all people equitably?

Transparency Fairness Accountability Inclusiveness

2. Which actions help improve the fairness of an AI solution?

Select all that apply

Testing the model using diverse datasets Monitoring model outputs for bias Ignoring minority demographic groups Evaluating performance across different populations

3. Which Responsible AI principle is most related to explaining how an AI system reached a decision?

Reliability and Safety Accountability Transparency Inclusiveness

4. Which of the following are examples of Responsible AI practices?

Select all that apply

Applying content filtering Human oversight and review Deploying models without testing Monitoring AI outputs after deployment

5. A company wants to ensure users know they are interacting with an AI system instead of a human. Which Responsible AI principle does this support?

Transparency Fairness Privacy and Security Inclusiveness

6. Which techniques can help reduce harmful AI-generated content?

Select all that apply

Prompt engineering Content filtering Human review Increasing randomness without restrictions

7. Which Responsible AI principle states that humans remain responsible for AI system outcomes?

Transparency Accountability Inclusiveness Reliability and Safety

8. Which statements about Responsible AI are true?

Select all that apply

AI systems should be monitored after deployment Responsible AI only applies during model training AI systems should be designed with security considerations Fairness includes evaluating bias across demographic groups

9. An AI system consistently performs worse for users speaking with certain accents. Which Responsible AI principle is most directly affected?

Inclusiveness Transparency Accountability Reliability and Safety

10. Which of the following are official Microsoft Responsible AI principles?

Select all that apply

Fairness Transparency Profitability Accountability Privacy and Security Exclusivity