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Draft:Interpretability Tools
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== Goals and Technical Overview == The primary goals of the interpretability agenda include: * '''Formalizing the notion of a feature using effective information''': Understanding the fundamental components and characteristics that define a model's behavior. * Investigating the latent features within a model. * Utilizing techniques from [[genomics]] to explore the relationship between '''model weights, model activations, and features'''. This aims to yield deep insights into model function at a granular level. * A related, though distinct, project involves the study of [[bilinear MLPs]].
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