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      <news:title>Kimi K3 Local Inference: Why 2.8T Parameters Break the Consumer RAM Floor</news:title>
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      <news:publication_date>2026-07-31T17:14:36.724Z</news:publication_date>
      <news:title>BeyondUncertainty: Weak Confidence Signal for RAG Routing, Not Calibration</news:title>
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      <news:title>Public Sector AI Procurement Must Shift from Model Certification to Task Authorization</news:title>
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