Nvidia will invest $100 billion in OpenAI as the artificial intelligence lab sets out to build hundreds of billions of dollars in data centers based around the chipmaker's AI processors, the companies said on Monday.
OpenAI plans to build and deploy Nvidia systems that require 10 gigawatts of power, the companies said on Monday. A gigawatt is a measure of power that is increasingly being used to describe the biggest clusters of AI chips.
Nvidia CEO Jensen Huang told CNBC's Jon Fortt in an interview in San Jose, California, that the 10 gigawatts is equal to between 4 million and 5 million graphics processing units (GPUs), which is what the company will ship in total this year and "twice as much as last year."
"This is a giant project," Huang said, in the interview alongside OpenAI CEO Sam Altman and Greg Brockman, the company's president.
Nvidia stock rose almost 4% during on Monday, instantly adding roughly $170 billion in value to the company's market cap, which now sits close to $4.5 trillion.
The partnership, which Huang described as "monumental in size," highlights the intimate link between OpenAI and Nvidia, two of the biggest drivers of the recent AI boom. Demand for Nvidia's GPUs started picking up when OpenAI first released ChatGPT in 2022, and OpenAI still relies GPUs to develop its software and deploy it to users.
"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 after the announcement. "I feel like this is going to be very virtuous for Jensen."
It further signals the magnitude of Nvidia technology that OpenAI will need to develop next-generation AI that can do more than its current models. OpenAI was already in need of an increasing number of chips to serve its users. The company said it had 700 million active weekly users.
"You should expect a lot from us in the coming months," Altman said in the interview. "There are three things that OpenAI has to do well: we have to do great AI research, we have to make these products people want to use, and we have to figure out how to do this unprecedented infrastructure challenge."
The companies said the investment will be deployed "progressively" as the infrastructure is built and that Nvidia would be a "preferred" supplier for OpenAI for chips and networking gear. Nvidia dominates the market for AI chips, but faces increased competition from Advanced Micros Devices and cloud providers which are developing their own chips and systems to tie them together.