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    <title>Multimodal Grounding on Cognaptus</title>
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      <title>Reliable to Whom? The Case for Shared World Models in Human-Robot Collaboration</title>
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      <description>A position paper argues that collaborative-robot reliability requires maintaining an inspectable shared interpretation of the task, environment, and human intent—not merely making the controller predictable.</description>
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