NVIDIA partners with six major financial institutions to provide $500 billion in AI infrastructure capital

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Publication date: 2026-08-12 17:15:00

Wall Street Just Borrowed $500 Billion to Build AI — Here's What It Could Mean for Your 401(k)

By Kit Pulliam Wed, August 12, 2026 at 10:15 AM PDT | 5 min read

The AI industry just got even more expensive.

NVIDIA has announced a new partnership with six financial institutions to secure $500 billion in third-party capital for AI infrastructure.

"We began by building chips. Today, we are helping create a new class of productive, investable infrastructure: AI factories," said Jensen Huang, CEO and founder of NVIDIA, in the company's press release. "We are bringing the world's leading long-term capital providers together to independently underwrite AI infrastructure."

AI companies have been pursuing aggressive growth, which is reflected in their capital expenditures. Alphabet and Amazon are both forecasting capex in the hundreds of billions of dollars, while Tesla expects to more than double its capex this year.

"We should be spending on capex as fast as we can spend, as fast as we can without it being too wasteful," Tesla CEO Elon Musk said during a recent earnings call. "It's OK to be a little less capital efficient if we get things done sooner."

But will all this spending pay off for AI companies? And how does it impact your portfolio's bottom line? Here's what to know.

$500B Deal Comes as AI Grows Increasingly Unpopular

Much of this massive spending — including NVIDIA's $500 billion deal — is going toward building data centers that AI companies need to expand their operations. Proponents say these data centers will bring more jobs for Americans, especially in the skilled trades.

"Together, we can help deliver the compute capacity that companies need to grow and create more jobs, supporting the continued growth of the US and global economies," BlackRock CEO Larry Fink said about his company's role in the NVIDIA deal.

However, while building data centers can employ many construction workers, those jobs are temporary. Data centers generally do not create many long-term positions once they are built.

"Most data centers, you know, they employ about 100 to 200 people," Kartik Hosanagar, codirector of the Wharton Business School's AI research center, told NPR. "In fact, when Apple created a $1 billion data center in North Carolina, the news stories reported that there were less than 100 permanent jobs created as a result."

That, along with data centers' economic impacts on local communities, has contributed to growing frustration. According to a Gallup poll, more than 70% of Americans oppose local construction of AI data centers. Almost half said they strongly opposed it.

In response, some politicians are starting to crack down on data center projects. New York Gov. Kathy Hochul recently put a one-year moratorium on large-scale data center construction in the state, while Virginia Gov. Abigail Spanberger — whose state contains one of the largest data center markets in the world — has also signaled regulatory scrutiny.