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    <title>Conformal Risk Control on Cognaptus</title>
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      <title>The Edge Case for LLM Routing: Why Cheap Local Inference Needs a Risk Gate</title>
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      <pubDate>Wed, 27 May 2026 00:00:00 +0000</pubDate>
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      <description>CR2 shows why mobile-edge LLM routing is not just model selection with a smaller model attached, but a two-stage deployment problem where local confidence, wireless cost, and risk control must be designed together.</description>
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