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Jacobian lens

A method that identifies which internal representations are poised to be verbalized, by measuring their averaged causal effect on outputs across contexts.

Used in

  • Gurnee Sofroniew et al 2026 - A global workspace in language models

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Verbalizable representations form a global workspace in language modelsIs there a "global workspace" — a more conscious and a more unconscious part of the activations?This method

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  • Verbalizable representations form a global workspace in language models
  • Is there a "global workspace" — a more conscious and a more unconscious part of the activations?

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