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Research1 min read

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arXiv — cs.AI

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What Should an Agent Remember? Disentangling Retention from Retrieval in Bounded-Memory Evaluation

A persistent agent must decide both what to retain as information arrives and what to surface once a query appears, yet memory evaluations can confound these decisions by comparing methods that differ in both retention and selection. We build a streaming-recall benchmark…

arXiv — cs.AIBy: Juli HuangOctober 2, 2026 (Oct 2)
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AI Summary & Key Takeaways

  • A persistent agent must decide both what to retain as information arrives and what to surface once a query appears, yet memory evaluations can confound these decisions by comparing methods that differ in both retention and selection
  • We build a streaming-recall benchmark…
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What Should an Agent Remember? Disentangling Retention from Retrieval in Bounded-Memory Evaluation

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