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📄 ResearchAugust 19, 2026

WhiteMatter: All-to-All Cross-Layer Connections via KV Mixing

In a Transformer, each layer attends to past tokens only through KV produced at its own depth, despite the presence of deeper representations during autoregressive decoding. Feedback architectures allow shallow consumer layers to attend to KV produced by deeper past-token representations, but give a...

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Source

http://arxiv.org/abs/2608.18486v1