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arXiv — cs.AI

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

arXiv:2611.03930v1 Announce Type: new Abstract: 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 memory…

arXiv — cs.AIBy: Chih-Hsuan Yang, Anjir Ahmed Chowdhury, Feng Yan, Rajeev ThakurNovember 4, 2026 (1 hour ago)
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  • arXiv:2611.03930v1 Announce Type: new Abstract: 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 memory…
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What Is This Memory Useful For? Measuring Task-Conditioned Utility in Long-Term Agent Memory

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