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      <title>Why AI Needs Both Semantic Layers and Knowledge Graphs</title>
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      <description>Semantic layers and knowledge graphs are not rivals: one governs metrics and repeatable numbers; the other structures entities and relationships. AI needs both in a measurement–meaning stack.</description>
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