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News/From Relevant Memories to Sufficient Evidence: Rethinking Memory Utilization in LLM Agents
arxiv
PublishedOctober 19, 2026 at 4:00 AM

From Relevant Memories to Sufficient Evidence: Rethinking Memory Utilization in LLM Agents

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arXiv:2610.22668v1 Announce Type: new Abstract: Long-term memory enables LLM agents to reuse past experiences, yet retrieving relevant memories does not necessarily provide sufficient evidence for answering a query. Essential information may remain fragmented across memory records, obscured by abstr

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