Malaysia has spent two years selling itself as the place Southeast Asia's artificial intelligence boom would spill into. This week a single deal in the American Midwest put the size of that boom, and the odd way it is being paid for, into sharp relief.
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Dinesh Raj chevron_right
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A US$105 billion vote of confidence, in itself
Nvidia has agreed to back as much as US$105 billion (about RM495 billion) in financing for a new data centre campus in Ohio that OpenAI will lease for 20 years, CNBC reported. The site, built and owned by SB Energy, is designed for 8 gigawatts of computing power, with the first 800 megawatts due online by 2028. It will run on Nvidia chips, roughly 1.5 million of them over time. Nvidia is also putting US$1.5 billion into SB Energy itself.
Read the structure slowly and something stands out. Nvidia is helping finance a customer, OpenAI, to build a facility that will then spend that money on Nvidia's own chips. The chipmaker is, in effect, funding the demand for its most profitable product. Supporters call it building the ecosystem. Others call it a loop, and a sign that the AI build-out is leaning on the vendors themselves to keep the orders coming rather than on customers paying their own way.
Why Malaysia should read this closely
None of this money is coming here, and that is not the point. Malaysia's bet is not that it will win a US$105 billion trophy project. It is that global AI compute demand keeps compounding, and that the overflow keeps filling data centre halls in Johor and Cyberjaya. That bet is really a bet on the demand curve. If a meaningful part of that demand is being propped up by chipmakers financing their own buyers, a cooling in the AI spending cycle would reach Malaysia twice: in the tenants who are supposed to fill the halls, and in a construction pipeline that assumes the growth never pauses.
The strain is not hypothetical. Johor's data centre capacity is already tightening against power and water limits, as TechRepublic noted, and the federal government has paused approvals for new non-AI sites. We have written before about the strain the boom is already putting on local electricity and water, and about how the same demand is nudging up the price of a graphics card for creators and gamers here. Building for a peak that may have been financed into existence is a different risk from building for one that customers are paying for directly.
The tenants matter more than the trophy
The optimistic case is straightforward. Even a slower AI cycle leaves a large amount of compute needing a home, and Malaysia's pitch of land, power and proximity to Singapore still holds for the mid-tier operators who make up most of the market. The smarter move is to court tenants who will still be paying rent in five years, and to price power and water so that a downturn does not leave half-built halls stranded on the grid. Chasing the largest, most power-hungry projects is how a country ends up subsidising a boom it cannot afford to keep.
The scale of one Ohio deal is a reminder that the wave Malaysia is riding is being financed on the assumption that it never breaks. That assumption is worth watching. When the money paying for the racks starts coming from the company selling the chips, the smart question is no longer how to win more of it, but how much of it is real.
Images courtesy of Taylor Vick and Anne Nygård on Unsplash.
