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      <title>Concurrency, But Make It Fashion: Why Trustworthy AI Needs an Agentic Lakehouse</title>
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      <description>A mechanism-first reading of why trustworthy AI agents need lakehouse infrastructure built around branches, sandboxed compute, declarative I/O, and atomic merge.</description>
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