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

This story is from 2026-10-20. It is preserved in the archive; the latest stories are on the live feed.

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 abst…

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  1. 2026-10-20 04:00 · arXiv cs.AI
    From Relevant Memories to Sufficient Evidence: Rethinking Memory Utilization in LLM Agents

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