arXiv (OAI Expanded)
open access
Can Interpretation Predict Behavior on Unseen Data?
Interpretability research often predicts model responses to targeted mechanistic interventions. But can we predict responses to unseen input data? We propose and demonstrate this alternate objective by using model internals to predict their out-of-distribution (OOD) behavior. We train hundreds of Tr
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