Do current model evaluations measure what they claim to measure?
Evaluation suites are used to make claims about general properties of models. Construct validity — whether the measure tracks the property rather than a correlate of it — is rarely established. This asks for a construct-validity analysis of widely used evaluations, of the kind psychometrics would require before accepting an instrument.
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