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    <title>Context Pruning on Cognaptus</title>
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      <title>Where to Stop the Search: Pruning Deep-Research Agents Before Cost Compounds</title>
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      <description>New evidence suggests that where a deep-research agent stops low-value work matters more for efficiency than how sophisticated its pruning rule is.</description>
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