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Introduction
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Classroom Contents
Challenges and Opportunities in Responsible AI
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- 1 Introduction
- 2 What is Responsible AI
- 3 Potential for Harm
- 4 AI Risks
- 5 Agenda
- 6 EU AI Act
- 7 Humancentered Design
- 8 Error Prevention Principle
- 9 Humancentered Design Development
- 10 This is Reality Argument
- 11 Math Argument
- 12 Bias Argument
- 13 Humancentered AI
- 14 Cultural Organizational Technical Challenges
- 15 New Tools and Processes
- 16 Recap
- 17 Measurements
- 18 Translation Failures
- 19 Common Metrics
- 20 Information Retrieval
- 21 Overreliance
- 22 Search
- 23 Conclusion
- 24 Questions
- 25 Data collection
- 26 Question from the audience
- 27 Conflicting values
- 28 Explicit values
- 29 Literacy
- 30 Responsibility
- 31 Empower Users
- 32 Search Metrics
- 33 Metrics in Responsible AI
- 34 Measuring and Predicting Mistakes
- 35 Predicting Mistakes
- 36 Outro
