Story Brief

What happens when large language models become commodities? Competitive advantage moves from the model itself to the balance sheet behind it. AI is now reversing 20 years of technology economics, turning what was once a software business into a capital-intensive industry. For much of the past two decades, investors rewarded asset-light software companies that needed little capital and generated fat margins.

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