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A Mathematical Framework for Transformer Circuits (2021)
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Transformer One avenue for addressing these issues is mechanistic interpretability, attempting to reverse engineer the detailed computations performed by transformers, similar to how a programmer might try to reverse engineer complicated binaries into human-readable source code. If this were possible, it could potentially provide a more systematic approach to explaining current safety problems, id...
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A Mathematical Framework for Transformer Circuits (2021)
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