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News/Memory by Design: Probabilistic Sequence Layers
arxiv
PublishedJune 1, 2026 at 4:00 AM
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Memory by Design: Probabilistic Sequence Layers

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arXiv:2605.31163v1 Announce Type: cross Abstract: We introduce the design-model framework: a way to derive efficient recurrent sequence maps from explicit assumptions about memory. A design model writes evidence into memory by exact Bayesian filtering; a query-dependent readout produces a predictive

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