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Power Analysis: Detecting Minimum Effects Between AI Models

Recommendation #5: Use power analysis Statistical power refers to the ability to detect a hypothetical difference, assuming it exists. Our paper develops formulas for determining the Minimum Detectable Effect between two models, two prompts, or two sets of hyperparameters.

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