Introduction to Responsible AI Algorithm Design

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