Introduction to Responsible AI Algorithm Design

Walk through the steps involved in designing responsible AI and to making responsible decisions. Along the way, check your learning with included challenge and solution sets.

Introduction

• Getting started with responsible AI
• What you should know

1. Introduction

• Introduction
• What is AI?
• What does it mean to be responsible?
• Example case studies
• Challenge: Walk through case study
• Solution: Highlight areas of case study

2. Overview and Risks

• A day in the life of an algorithm
• How algorithms are deployed and monitored
• Responsible as an afterthought
• Risks of irresponsible AI
• Challenge: Brainstorm a risk
• Solution: Brainstorm a risk

3. Comprehension

• Understanding algorithms
• Understanding decisions
• Challenge: Real-world example of a system
• Solution: Real-world example of a system

4. Best Practices

• Global policies
• Best practice
• Challenge: Policy search
• Solution: Policy search

Conclusion

• Continuing on with responsible AI