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arxiv_llm_reliability ยท Nov 2, 2026 ยท paper

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What Is This Memory Useful For? Measuring Task-Conditioned Utility in Long-Term Agent Memory

arxiv.orgNov 2, 2026
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A stored experience may answer one future question and offer little help with another. We measure this task-conditioned utility rather than assigning each memory a single importance score. A task-blind writer stores a...

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