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arxiv_cs_cl ยท Nov 2, 2026 ยท paper

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A State Change Is Local, Its Consequences Are Not: Dependency-Aware State Revision for Long-Term Agent Memory

arxiv.orgNov 2, 2026
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Long-lived agents rely on persistent memory of users, tasks and decisions, and this memory must stay consistent with a world that keeps changing. When an upstream fact changes, however, memory systems can revise the c...

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