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Applied AI·September 16, 2026·1 min read

AI's next phase isn't innovation, it's capital discipline

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The next edge in AI won't be who ships the flashiest demo—it will be who can tie model usage to unit economics and clamp down on token waste. If you're an AI buyer or builder, start instrumenting cost per outcome now or your 2027 AI bill will quietly eat your margin.