Fairness, Explainability, and Transparency

Quick Summary

Fairness concerns consistent treatment, explainability helps people understand a result, and transparency communicates how a system is used. They overlap but solve different problems.

What you will learn

·Distinguish fairness, explainability, and transparency
·Match an explanation to its audience and decision
·Recognize tradeoffs among competing fairness goals