The paper proposes that GenAI evaluation be standardized with a four-level social science measurement framework that separates concept definition from measurement and emphasizes validity testing.
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Position: Evaluating Generative AI Systems Is a Social Science Measurement Challenge
The paper proposes that GenAI evaluation be standardized with a four-level social science measurement framework that separates concept definition from measurement and emphasizes validity testing.