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Legible Networks: recasting neural nets so you can read them exactly [linkpost].

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A LessWrong author reports progress on AI interpretability by recasting trained neural nets into a geometry they say can be read exactly with arithmetic, describing it as an exact counterpart to Anthropic's averaged "J-lens."

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“I've made some interesting strides in AI interpretability: recasting trained neural nets into a geometry where you can read them exactly, with arithmetic — the exact counterpart of Anthropic's averaged "J-lens," including (I believe) the first measurement of…”
LessWrong, 31 Oct 2026, 19:19.

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