Between 2026 and 2030, the US is supposed to spend $6.7 trillion on AI capex, which would require the AI industry to generate roughly $2 trillion in annual revenue every year to justify this spending level given depreciation rates and reasonable profit margins—yet global advertising is only $1 trillion annually and AI currently generates nowhere near $2 trillion in revenue.