The AI investment thesis is undergoing stricter financial scrutiny. Increased usage no longer automatically translates to higher revenue; concentration among top clients, declining token prices, and slowing corporate payment growth are pulling AI commercialization back from a "technology expansion story" to the "profit and cash flow" exam.
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