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News/Learning What Not to Forget: Long-Horizon Agent Memory from a Few Kilobytes of Learning
arxiv
PublishedSeptember 4, 2026 at 4:00 AM
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Learning What Not to Forget: Long-Horizon Agent Memory from a Few Kilobytes of Learning

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arXiv:2606.20954v2 Announce Type: replace-cross Abstract: Long-running language-model systems accumulate interaction history that outgrows the context window, so they must continually evict. When an eviction policy drops a task-critical detail, for example an access token issued at login or a path t

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