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arxiv_cs_lg ยท Oct 5, 2026 ยท paper

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PACMI: Provenance-Aware Cascading Memory Invalidation for Long-Term LLM Agents

arxiv.orgOct 5, 2026
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LLM agents rely on long-term memory to retain and reuse information when performing tasks over long horizons. Existing methods provide limited support for handling memories that become outdated as new observations or...

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