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September 202615 min read
The AI Capex Paradox
Is the 2026 hyperscaler buildout durable structural growth or a classic capital cycle heading for overbuild? A case study covering the $725 billion buildout, the $600 billion gap between required and actual AI revenue, enterprise ROI failure rates, and the closest historical parallel — the 1996-2002 fibre-optic crash.
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