Module 11: Ethics and Governance
Responsible AI Development and Use
As AI becomes more powerful, ethical considerations become increasingly important. This module explores the challenges and frameworks for responsible AI use.
What You'll Learn
- Bias and fairness - Sources and mitigation
- Copyright and ownership - Legal considerations
- Regulation and compliance - Navigating the legal landscape
Module Structure
| Chapter | Topic | Duration |
|---|---|---|
| Chapter 1 | Bias and Fairness | 25 min |
| Chapter 2 | Copyright and Ownership | 25 min |
| Chapter 3 | Regulation and Compliance | 25 min |
| Quiz | Module 11 Quiz | 30 min |
Key Concepts
Bias
Systematic errors that produce unfair outcomes for certain groups.
Hallucination
AI generating plausible but false information.
AI Alignment
Ensuring AI systems act according to human values.
Governance
Policies and practices for responsible AI use.
Why Ethics Matters
- Trust: Users need confidence in AI systems
- Fairness: AI should not discriminate
- Legal compliance: Regulations are increasing
- Reputation: Ethical failures are costly
- Society: AI affects everyone
Let's Get Started!
Begin with Chapter 1: Bias and Fairness.
Estimated time: 1.5 hours