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  • Google as a framework case study: Why embedded AI wins

    If AI becomes infrastructure, competitive advantage shifts. My last article analyzes Google not through model performance, but through product integration economics.

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  • AI is not a value proposition

    AI is becoming mandatory ... but mandatory technologies rarely create durable advantage.

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  • Framework introduction

    Most companies are asking the wrong question about AI. They ask: "How do we add AI to our product?" The better question is: "Where does intelligence compound inside our system?"

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