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    <title>Agentic Uncertainty on Cognaptus</title>
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      <title>When Agents Believe Their Own Hype: The Hidden Cost of Agentic Overconfidence</title>
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      <description>A comparison-based reading of agentic uncertainty research, showing why AI agents’ confidence scores are useful for routing work but dangerous as acceptance signals.</description>
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