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Large Language ModelsLessWrong AIPublished: Oct 22, 2026, 04:00 JST

GPT-6 Astra papers link MLP weight priors to circuit prior order

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GPT-6 Astra papers link MLP weight priors to circuit prior order

Papers written with GPT-6 Astra report that for reasonable priors on MLP weights, the induced function prior is a circuit prior — ordering by negative log prior roughly tracks minimal circuit width at fixed depth.

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