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News/Real Long-Term Memory for AI: A 50-Million-Token Window That Is Faster and Cheaper Than Recompute
arxiv
PublishedOctober 9, 2026 at 4:00 AM

Real Long-Term Memory for AI: A 50-Million-Token Window That Is Faster and Cheaper Than Recompute

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arXiv:2610.10845v1 Announce Type: cross Abstract: A large language model can only use the text that fits in its context window, and it recomputes its internal key-value (KV) state for a prompt every time the prompt is sent. We test a memory layer, the public package galahad-kv, that saves the KV sta

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