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arxiv_cs_ai ยท Oct 28, 2026 ยท paper

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CALM: Conflict-Aware Lifecycle Memory Governance for Long-Horizon Language Agents

arxiv.orgOct 28, 2026
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A memory can be outdated for present-day reasoning yet indispensable for reconstructing the past. Relevance-based retrieval overlooks this tension: semantic relevance, evidence-grounded validity, and query-specific el...

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