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Generalized belief states in transformers.

LessWrongAnalysis or commentary·
AI brief

A LessWrong post discusses open questions about the basic principles of transformers and other sequence models, framed around the idea of generalized belief states.

Written by AI from LessWrong's published text.

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“Many thanks to Xavier Poncini, Paul Riechers, Fernando Rosas, and Matt Smith for useful conversations. 1.”
LessWrong, 31 Oct 2026, 16:15.

Interpretation or community commentary rather than straight reporting.

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