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Tacit Knowledge Is Your Next Moat: What AI Agents Need You to Keep Isn't Data, It's Judgment

When data is abundant and models are commoditized, real competitive advantage is shifting to the judgment your best people can't put into words. Drawing on new Berkeley research, this piece explains why writing knowledge down isn't the same as making it AI-readable — and why that gap is exactly what RAG-to-Agentic-Workflow is built to close.