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Profit margins show no signs of rising outside the tech sector. Token costs converging toward zero could limit revenue for hyperscalers. Deep process re-engineering in health care, banking, energy, and other regulated sectors may delay AI productivity gains for years, creating a repricing risk for AI company valuations.
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