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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Ziheng Zhou

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#small language model Open access Sep 2026

Content-Addressed Recursive State: Resolving the DenseRetrieval Trade-o with a Cubic-Composition Readout

Recurrent architectures that compress history into a single state are cheap but have classically been unable to exactly retrieve far past key–value bindings, whereas attention content-addresses the whole past at quadratic cost. We show that the conflict between dense language modeling and long-range associative recall...

Ziheng Zhou · 0 citations
#small language model Open access Sep 2026

Content-Addressed Recursive State: Resolving the DenseRetrieval Trade-o with a Cubic-Composition Readout

Recurrent architectures that compress history into a single state are cheap but have classically been unable to exactly retrieve far past key–value bindings, whereas attention content-addresses the whole past at quadratic cost. We show that the conflict between dense language modeling and long-range associative recall...

Ziheng Zhou · 0 citations

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