Nvidia is investing as much as $100 billion into OpenAI, which will in turn use its hardware to build massive 10-gigawatt AI clusters.
The deal links up two of the giants of AI, with OpenAI sparking the recent boom and Nvidia powering much of it. The partnership, described as a letter of intent, will see OpenAI rolling out at least 10 gigawatts of Nvidia systems to train and run its next generation models.
Nvidia is expected to invest $100 billion in tranches as the systems are deployed — helping to pay for the work while also giving the GPU maker a further stake in its customer.
The first phase is set to come online in the second half of next year using Nvidia's Vera Rubin platform, OpenAI said.
Nvidia CEO Jensen Huang told CNBC that the 10-gigawatt systems were the equivalent to five million GPUS — as much as the company will ship this year.
“This is a giant project,” Huang said.
"Everything starts with compute," said Sam Altman, CEO of OpenAI. "Compute infrastructure will be the basis for the economy of the future, and we will utilize what we’re building with Nvidia to both create new AI breakthroughs and empower people and businesses with them at scale."
A win-win for OpenAI and Nvidia
Here's how the deal will work: as each gigawatt of Nvidia technology is deployed by OpenAI, Nvidia will invest $10 billion into OpenAI.
Analysts noted that the deal certainly makes it look as though Nvidia's investment is being used to buy Nvidia products.
"Nvidia invests $100 billion in OpenAI, which then OpenAI turns back and gives it back to Nvidia," Bryn Talkington, managing partner at Requisite Capital Management, told CNBC. "I feel like this is going to be very virtuous for Jensen."
"On the one hand this helps OpenAI deliver on what are some very aspirational goals for compute infrastructure, and helps Nvidia ensure that that stuff gets built," Bernstein analyst Stacy Rasgon told Reuters. "On the other hand the 'circular' concerns have been raised in the past, and this will fuel them further."
Beyond that, Nvidia has been named by OpenAI as a preferred strategic compute and networking partner for its "AI factory" plans, and the two companies will "co-optimize" their roadmaps.
This includes closer collaboration on development of OpenAI models, as well as deployment of Nvidia’s hardware and software. Full details of the partnership will be finalized in the next few weeks, the companies said.
Continued partnership
OpenAI and Nvidia have been working closely since the advent of the generative AI ‘boom’ in late 2022. The latter has emerged as the leading player in the hardware space, driving the systems that underpin much of the tech industry’s efforts on this front.
"We’ve been working closely with Nvidia since the early days of OpenAI," said Greg Brockman, cofounder and president of OpenAI, in a statement. "We’ve utilized their platform to create AI systems that hundreds of millions of people use every day."
Nvidia took part in a $6.6 billion funding round for OpenAI last year and, alongside OpenAI and Oracle, is part of the US infrastructure project known as Stargate.
"By locking in OpenAI as a strategic partner and co-optimizing hardware and software roadmaps, Nvidia is ensuring its GPUs remain the backbone of next-gen AI infrastructure," Hargreaves Lansdown analyst Matt Britzman told Reuters.
"The market is clearly big enough for multiple players, but this deal underscores that, when it comes to scale and ecosystem depth, Nvidia is still setting the pace — and raising the stakes for everyone else."
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