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Former New York Fed President Bill Dudley warned that AI infrastructure spending could exceed $10 trillion, creating potential massive overcapacity as only two to three of the seven to eight aspiring AI hyperscalers may ultimately dominate the market. Dudley estimated the buildout would require more than $3 trillion in annual revenue to justify its investment costs. He flagged opaque private-credit financing, off-balance-sheet obligations and Nvidia's chip-value guarantees as additional financial risks. The warning matters because it challenges the assumption that hyperscaler capex can scale indefinitely without commensurate revenue, a premise underpinning much of the AI trade. Investors should watch hyperscaler capital expenditure guidance, private-credit exposure to AI infrastructure and any signs of chip-value guarantee strain at Nvidia.

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Bill Dudley, Nvidia (NVDA), New York Fed

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