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Nick Cammarata

Researcher at Goodfire

Author of essay on neural network interpretability arguing networks are already clean and polysemanticity was misread.

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Nick Cammarata argues the neurons we called polysemantic were already interpretable and we read them wrong
MIT Technology ReviewmixedOct 21, 2026

“AI interpretability researcher who challenged the assumption that polysemantic neurons are uninterpretable, arguing researchers misread them.”

Neural Networks Are Already Clean
GoodfirepositiveOct 16, 2026

“Author of essay on neural network interpretability arguing networks are already clean and polysemanticity was misread.”