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      <title>TRACE: Trajectory-Aware Comprehensive Evaluation for Deep Research Agents</title>
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      <pubDate>Thu, 26 Feb 2026 05:00:00 +0000</pubDate>
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      <description>• Computer Science &amp;gt; Computation and Language [Submitted on 5 Feb 2026] Title:TRACE: Trajectory-Aware Comprehensive Evaluation for Deep Research Agents View PDF HTML (experimental)</description>
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      <title>The Potential of CoT for Reasoning: A Closer Look at Trace Dynamics</title>
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      <pubDate>Tue, 24 Feb 2026 00:00:00 +0000</pubDate>
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      <description>• The Potential of CoT for Reasoning: A Closer Look at Trace Dynamics The Potential of CoT for Reasoning: A Closer Look at Trace Dynamics AuthorsGregor Bachmann, Yichen Jiang, Seye</description>
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      <title>Protecting Language Models Against Unauthorized Distillation through Trace Rewriting</title>
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      <pubDate>Wed, 18 Feb 2026 05:00:00 +0000</pubDate>
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      <description>• Computer Science &amp;gt; Artificial Intelligence [Submitted on 16 Feb 2026] Title:Protecting Language Models Against Unauthorized Distillation through Trace Rewriting View PDF HTML (ex</description>
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      <title>Trace Length is a Simple Uncertainty Signal in Reasoning Models</title>
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      <pubDate>Thu, 12 Feb 2026 00:00:00 +0000</pubDate>
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      <description>• Trace Length is a Simple Uncertainty Signal in Reasoning Models Trace Length is a Simple Uncertainty Signal in Reasoning Models AuthorsSiddhartha Devicâ , Charlotte Pealeâ ¡, Ar</description>
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