• NVIDIA shares fell as much as 3.2% after a report that Wall Street giants are partnering with the company on a massive AI financing deal worth up to $500 billion.
  • The potential deal, which could involve backing for AI data-center initiatives with OpenAI and related projects with SK Group, raises concerns about circular financing and the sustainability of the AI capex cycle.
  • Investors are reassessing the impact of mega-deals totaling over $750 billion in AI-related spending, which could strain balance sheets and reshape vendor-financing dynamics.

A Bold Financing Ambition

NVIDIA Corp. extended its losing streak on Thursday, with shares sliding as much as 3.2% in midday trading, after a report that some of Wall Street's biggest firms are in talks to bankroll a staggering $250 billion to $500 billion AI infrastructure push. The potential deal, first reported by the Wall Street Journal, would involve partnerships with OpenAI and South Korea's SK Group, among others, to finance data-center projects that would rely heavily on NVIDIA's GPUs.

According to people familiar with the matter, the financing could take the form of debt and equity investments, with terms still being negotiated. A deal of this magnitude would dwarf previous AI-related commitments, which already exceed $750 billion in aggregate over the past year. The scale has rattled investors, who are questioning whether such aggressive spending can be sustained without eroding returns.

Market Jitters and Circular Financing Fears

The selloff in NVIDIA and other AI hardware names reflects a growing unease about the mechanics of these mega-deals. Analysts point to the risk of "circular financing"—where companies borrow against future revenues that are themselves dependent on continued capital inflows. "It's a virtuous cycle on the way up, but it can turn vicious if sentiment shifts," said one tech analyst who asked not to be named. NVIDIA did not respond to requests for comment.

The news comes as NVIDIA continues to dominate the market for AI accelerators, with its data-center GPUs powering the training of large language models and other compute-intensive tasks. The company's revenue has surged, but so has its exposure to a handful of large customers who are now seeking external financing to fund their AI ambitions. "The balance sheets of these tech giants are not infinite," noted a portfolio manager at a large asset manager. "If they lever up to buy more chips, and the AI boom falters, there could be a painful unwind."

What's Next

Investors are now watching for any official announcement or regulatory filings that could clarify the structure of the deal. Meanwhile, NVIDIA's stock remains volatile, with options market pricing in significant swings. The broader AI sector is also feeling the heat, with peers like AMD and TSMC trading lower. Some analysts see this as a healthy correction, while others warn of deeper troubles ahead.

"The underlying demand for AI compute is real, but the financing structure is becoming increasingly complex," said another analyst. "We're in uncharted territory." As negotiations continue, the market will be parsing every detail for clues about how these massive bets will be funded—and what they mean for the future of AI.

This article has been updated to reflect the latest share price movement.