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Applied AI·September 3, 2026·1 min read

Lei Qiu Says AI Is Moving Into Adoption Phase

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When public earnings show AI demand broadening from hardware into software and infra, the market is saying "this is deployment, not just buildout." Budget owners should assume AI line items will migrate from experiments to recurring opex over the next 12–24 months.