Nvidia partners to fund $500B AI infrastructure

Nvidia is teaming up with major Wall Street firms to raise more than $500 billion in outside capital for artificial intelligence infrastructure, a move that is drawing attention to the increasingly complex and hard-to-track borrowing behind the AI boom. The chipmaker announced partnerships with Apollo, Blackstone, BlackRock, Brookfield, KKR and Goldman Sachs to develop platforms for AI infrastructure, with CEO Jensen Huang telling CNBC on August 10, 2026 that Nvidia's chips are now an "investable infrastructure asset."

The financing wave affects hyperscalers, hedge funds and other investors who are using bond markets, joint ventures, leases and derivatives to fund and amplify bets on AI data centers. Goldman Sachs analysts estimated in an August 6, 2026 note that hyperscalers have combined lease commitments of $1.5 trillion, up from about $200 billion five years earlier, including roughly $1 trillion in "uncommenced" leases not yet shown on financial statements. This can understate leverage and future liquidity needs, the analysts said.

The scrutiny matters because the collapse of AI-focused hedge fund Situational Awareness, which lost money on leveraged equity bets, has raised questions about how much debt is being used, where it sits and how quickly it could unwind. The fund's assets fell from $45 billion to about $10 billion after a tech sell-off triggered margin calls it could not meet, and Citadel later bought its publicly listed positions at a discount. JPMorgan CEO Jamie Dimon told CNBC that margin debt is "pretty high," increasing the risk of amplified volatility.

Lotfi Karoui, multi-asset credit strategist at PIMCO, said in commentary dated August 11, 2026 that the AI capital spending cycle is on track to be the largest investment cycle since 19th-century railway construction, adjusted for inflation. He noted consensus forecasts that hyperscaler capital spending alone will surpass $1 trillion per year from 2027 onward, with no clear signs of moderation. Karoui also said hyperscalers are diversifying debt issuance into euro, sterling, yen, Swiss franc and Canadian dollar markets, and that relative outperformance of euro-denominated bonds from Amazon and Alphabet may hint at "demand fatigue" in the dollar market.

Sahil Mahtani, director of the investment institute at Ninety One, told CNBC that elevated earnings expectations are a more immediate concern than leverage. He said expectations of high and rising earnings are "the main risk" the AI trade poses to markets, and that equity concentration in tech-heavy markets, especially the U.S., is historically high and can act like leverage by amplifying moves when heavily weighted stocks fall. Mahtani added that the Situational Awareness episode reflected poor risk management but was largely contained, partly because its bull run coincided with the unwind of leveraged ETF structures in East Asia that were only launched in the first half of 2026.

A spokesperson for the Alternative Investment Management Association said leverage is a "core tool" for hedge funds and that available evidence does not support treating hedge fund leverage as an inherent systemic risk. The spokesperson noted that previous ruptures — the 2021 Archegos Capital Management collapse and the 2022 U.K. gilt market stress — involved different structures and investors, and said there is no reason to expect the Situational Awareness episode to trigger a fresh review of hedge fund leverage rules.