Part VI · Chapter 61Version 1.1 · 5 November 202632 min read
Metric Tracking and Real-Time Bias Detection
Key message
A fairness audit at launch is a snapshot; fairness must be tracked as a time series in production, per group and per intersection, with windows sized for statistical power and alerts tied to a specific response.
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