Reality Is All You Need
Industrial vision, ontology, and attribution: grounding factory AI transformation in verifiable evidence.
Chinese originalBLOG
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Notes on AI, technology, and real-world work.
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Ontology → Graph → THIS / THAT: Connecting Decision Models to Real Business Workflows
Business semantics, execution graphs, and decision models—with evidence, permissions, and human review.
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From Huaqiangbei to Nanshan: how hardware, edge computing, and data ownership shape AI deployment.
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Why a solo business needs its own data, infrastructure, and AI workflows—not just more tools.
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A communication-theory framework for multi-agent collaboration.
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How token incentives can coordinate and govern open-source AI.
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How model API pricing shapes the agent ecosystem.
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Energy and hardware, infrastructure, and human bandwidth as constraints on AI progress.
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