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OpenAI and Nvidia plan massive AI data centers

Nvidia is ready to sink as much as $100 billion into this infrastructure spree.

OpenAI K is an artificial intelligence system that is being used to automate tasks. Full Text: OpenAI K
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OpenAI and Nvidia just dropped a megawatt-sized bombshell: the two tech heavyweights are teaming up to build AI data centers so massive they could light up entire countries. 

Earlier this week, OpenAI announced a “strategic partnership” with Nvidia to deploy up to 10 gigawatts of AI computing power. 

For context, that’s more electricity than Switzerland or Portugal uses at peak demand. And they’re not stopping there.

According to Fortune, Nvidia is ready to sink as much as $100 billion into this infrastructure spree. 

Add in projects tied to former president Donald Trump’s half-trillion-dollar “Stargate” initiative, another seven gigawatts of capacity, and we’re talking power consumption on the scale of New York City plus San Diego during a heat wave. 

Cornell engineering professor Fengqi You summed it up bluntly: “Seventeen gigawatts is like powering both countries together.”

OpenAI and Oracle already run a gargantuan Stargate data center in Abilene, Texas, guzzling enough electricity to supply half a million homes. 

The five new Stargate projects could push the total load to a level that University of Chicago computer scientist Andrew Chien warns might drive computing to 10–12% of global power demand by 2030. 

“We’re coming to some seminal moments for how we think about AI and its impact on society,” he told Fortune.

Sam Altman, OpenAI’s CEO, sounds unfazed. “Everything starts with compute,” he said, framing the partnership as the backbone of the future economy. 

Nvidia, of course, gets to sell even more of its gold-rush GPUs along the way.

But there’s a catch big enough to fry a transformer: the environmental bill. These mega-data centers require colossal amounts of water for cooling and will crank up carbon emissions unless renewables, nuclear power, or a miracle energy breakthrough swoops in. 

Tech companies have already admitted they’re missing their own climate goals.

“They told us these data centers were going to be clean and green,” Chien said. “But in the face of AI growth, I don’t think they can be.” The AI revolution may be electric, but it’s anything but free.

Does OpenAI and Nvidia’s massive AI data center expansion represent necessary infrastructure for technological progress, or are we racing toward unsustainable energy consumption that will derail climate goals? Should tech companies be required to match their AI computing growth with equivalent renewable energy investments, or will market forces and innovation eventually solve the power demand problem? Tell us below in the comments, or reach us via our Twitter or Facebook.

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Ronil is a Computer Engineer by education and a consumer technology writer by choice. Over the course of his professional career, his work has appeared in reputable publications like MakeUseOf, TechJunkie, GreenBot, and many more. When not working, you’ll find him at the gym breaking a new PR.

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