AI Ethics: Bias and Fairness
What to Cover
- Bias in AI — it exists, here's how
- How training data shapes AI's worldview
- When AI treats different groups differently
References
- "AI Fairness" — IBM: https://www.ibm.com/think/topics/ai-bias
- "AI Bias Explained" — Google Cloud: https://cloud.google.com/responsible-ai
- "Algorithmic Bias" — Brookings: https://www.brookings.edu/articles/algorithmic-bias-detection-and-mitigation/
- "AI Ethics" — Stanford HAI: https://hai.stanford.edu/research/ai-ethics