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AI & Engineering Academics›🌿 AI Sprouts›Lessons›AI Ethics and Bias - The Human Side of Artificial Intelligence
⚖️
AI Sprouts • Beginner⏱️ 15 min read

AI Ethics and Bias - The Human Side of Artificial Intelligence

Public lesson preview

Explore how bias enters AI systems, the ethical challenges AI creates, and how we can build fairer technology.

Programme
AI Sprouts
Level
Beginner
Reading time
15 min read

Learning objectives

By the end of this lesson, you will understand:

  • ✓What Is AI Bias?
  • ✓Where Does Bias Come From?
  • ✓Deepfakes and Misinformation
  • ✓Job Displacement and Economic Impact
  • ✓Privacy Concerns

Lesson outline

  1. What Is AI Bias?
  2. Real-World Examples
  3. Where Does Bias Come From?
  4. Deepfakes and Misinformation
  5. Job Displacement and Economic Impact
  6. Privacy Concerns
  7. Responsible AI Principles
  8. Fairness
  9. Transparency
  10. Accountability
  11. Privacy
  12. Safety
  13. What You Can Do as a Learner
  14. Key Takeaways

Introductory preview

Throughout this programme, we have explored how data, algorithms, and neural networks come together to create intelligent systems. But intelligence without responsibility can cause real harm. In this final lesson, we examine the human side of AI - the biases it inherits, the ethical dilemmas it raises, and what we can all do about it.

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