Continuous RAI Evaluation

Run RAI evaluations continuously rather than only at launch. Learn the production-shadow eval pipeline (run evals on a sample of production traffic), drift-triggered re-evaluation, golden-eval set maintenance (the curated benchmark you protect from contamination), the internal scoreboard publication (every model's current state on every relevant eval), and degradation alerts when scores slip beyond threshold.

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Lessons in This Topic

Work through these 6 lessons in order, or jump to whichever is most relevant.