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What happens when the AI race gets too expensive for Silicon Valley to fund on its own?
The generative AI boom is creating a new financing machine around the industry’s most valuable asset: chips. As startups burn billions and struggle to secure traditional loans, Wall Street lenders, hardware giants and cloud providers are finding new ways to turn AI infrastructure into collateral.
The result is a fast-growing market of chip-backed debt, SPVs, leasing deals and vendor guarantees. Nvidia, AMD and Broadcom are no longer just selling hardware. They’re helping finance the customers buying it, sometimes by backstopping unused capacity or renting back the very chips they helped put into the market.
We asked Deep Research to map the chip-financing structures reshaping the AI buildout. The report breaks down the key players behind these deals, how the models work and what they could mean for hardware makers, neoclouds and AI labs.
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