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Mechanistic Interpretability Needs a Logic of Inference

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large-language-modelsmechanismneural-networkneurosciencesocial-and-behavioral-sciencestheory-and-philosophy-of-science
Neural networks are increasingly studied not merely as predictive systems, but as complex systems whose internal computations are themselves objects of scientific inquiry. Recent progress in mechanistic interpretability (MI) has made it possible to identify neurons, features, circuits, population st
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