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Machine Learning · Aug 15, 2026

BDH-CQ: IN-CONTEXT LEARNING WITH RECURRENT LATENT REASONING [R]

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We introduce BDH-CQ, a reasoning system that brings these capabilities together. Demonstrations of a previously unseen task update recurrent memory; the query is then solved through iterative computation in a high-dimensional latent workspace. Intermediate reasoning states are not decoded into language. BDH-CQ makes memory, adaptation, and inference part of the same computational fabric. Inputs…

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