Part VIII · Chapter 71Version 1.0 · 5 November 202632 min read
Explainability and Fairness
Key message
Explanations can help detect, analyze, contest and remedy unfairness, but can be unfaithful for some groups, manipulated to hide bias, or mistaken for proof of fairness; they serve fairness only when method, goal, mechanism and beneficiary are stated and tested.
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