The Actuarial Approach to AI Evals: Wilson Confidence Intervals and Statistical Sample Sizing
This is Part 3 of a 5-part series on evaluating and hardening production AI agents. See also: Part 1: Moving Beyond LLM-as-a-Judge , Part 2: Deterministic State Evaluations , Part 4: Curating Golden Trajectories , and Part 5: Building an Agent CI/CD Pipeline . In AI engineering discussions, teams f…
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- 2026-10-31 14:00 · DEV Community — Machine Learning
The Actuarial Approach to AI Evals: Wilson Confidence Intervals and Statistical Sample Sizing