Rigorous interpretability can function as a principled form of model evaluation if its claims are falsifiable, reproducible, and predictive.
arXiv preprint arXiv:2310.03149 , year=
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Rigorous Interpretation Is a Form of Evaluation
Rigorous interpretability can function as a principled form of model evaluation if its claims are falsifiable, reproducible, and predictive.