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    <title>Real-Time Assistants on Cognaptus</title>
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      <title>Knowing the Scene Is Not Knowing When to Speak</title>
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      <description>Omni-Life reveals why strong audiovisual understanding does not guarantee timely, selective assistance—and what product teams should test instead.</description>
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