Part XI · Chapter 111Version 1.0 · 5 November 202628 min read

    Applied Case Studies

    Key message

    Fairness failures and remedies recur in recognizable forms across domains; documented cases supply the evidence that they occur, constructed scenarios show how methods respond, and an assessor must always know which of the two is being read.

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