MS-012 Explore the Microsoft approach to AI

By the end of this module, you should be able to:

• Define the six ethical principles outlined in Microsoft's AI blueprint
• Describe Microsoft's commitment to AI safety networks
• Understand the importance of implementing AI safety brakes
• Describe the foundation stack used in Microsoft's AI foundation models
• Understand why Microsoft is committed to promoting AI transparency
• Explain Microsoft's guidelines for human-AI interactions

By the end of this module, you should be able to:

• Explain Microsoft's approach to responsible AI.
• Describe the six principles that make up Microsoft's AI Standard.
• Explain how Microsoft's fairness principle is designed to detect bias and mitigate unfair impacts.
• Describe how Microsoft's reliability and safety principle minimizes unintended harm from AI systems.
• Explain how Microsoft's security and privacy principle helps prevent abuse and breach of user trust.
• Understand how Microsoft's inclusiveness principle helps its AI systems be fair, accessible, and empower everyone.
• Discuss how Microsoft's transparency principle makes its AI systems understandable and interpretable.
• Explain how Microsoft's accountability principle drives it to continuously monitor its AI systems' performance and mitigate risks.

• Introduction
• Review Microsoft's ethical principles for AI
• Explore Microsoft's commitment to AI safety networks
• Examine Microsoft's plans for implementing AI safety brakes
• Examine the technology stack for Microsoft's AI foundation models
• Explore Microsoft’s commitment to promoting AI transparency
• Review Microsoft's guidelines for human-AI interaction
• Knowledge Check
• Summary

• Introduction
• Examine the Microsoft approach to Responsible AI
• Examine Microsoft AI principles - Fairness
• Examine Microsoft AI principles - Reliability and Safety
• Examine Microsoft AI principles - Privacy and Security
• Examine Microsoft AI principles - Inclusiveness
• Examine Microsoft AI principles - Transparency
• Examine Microsoft AI principles - Accountability
• Knowledge Check
• Summary