The authors adapt established RCT validity principles from other fields into a standardized framework with 33 guidelines tailored to AI evaluation contexts.
predictive modeling: a theoretical analysis , author=
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Principles and Guidelines for Randomized Controlled Trials in AI Evaluation
The authors adapt established RCT validity principles from other fields into a standardized framework with 33 guidelines tailored to AI evaluation contexts.
- Real vs. Semi-Simulated: Rethinking Evaluation for Treatment Effect Estimation