Part XI · Chapter 110Version 1.0 · 5 November 202630 min read

    The Fairness Audit Playbook: an Integrated Workflow

    Key message

    A fairness audit is credible only as a connected chain: historical context determines which harms matter, those harms determine the criteria, criteria and bias sources determine the metrics, and every finding, decision and remedy traces back along that chain.

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