Fairness Metrics in AI Explained in 60 Seconds | How We Quantify Bias in Models
Fairness metrics in AI are the quantitative tools we use to check whether a model is treating different groups similarly. In this 60-second glossary video, you’ll learn what fairness metrics are, how they relate to bias, and why they matter for real-world AI systems used in hiring, lending, healthcare, and more.
We briefly ground the term, give a plain-English definition, build an intuitive mental model, walk through a concrete example, and explain why fairness metrics are essential for responsible AI.
What you'll learn:
- What "fairness metrics" mean in the context of AI
- How they help det…
Watch on YouTube ↗
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Chapters (5)
Intro
0:05
Definition and Mental Model
0:12
Practical Example and Related Concept
0:35
Why Fairness Metrics Matter
1:00
Memory Lock
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