18.08.2026

Is Wall Street Turning AI Chips Into the Next Financial Bubble?

The AI boom is moving into a new phase: Wall Street is increasingly using financial engineering to fund the massive cost of AI infrastructure. But billionaire investor Jeff Gundlach is warning that turning rapidly evolving AI chips into long-term financial assets could create a dangerous mismatch between technology cycles and debt maturities.

The Next Big AI Trade?

Nvidia has teamed up with major financial institutions including Apollo, BlackRock, Blackstone, Brookfield, Goldman Sachs and KKR to develop financing solutions for AI infrastructure.


The initiative could help mobilise more than $500 billion for companies looking to purchase Nvidia chips and build AI data centres.


And if computing power becomes essential infrastructure, it should be financed like other long-term infrastructure projects. But Gundlach questions whether AI hardware can really fit that model.


The “Banana” Analogy


Gundlach compared using rapidly depreciating AI chips as long-term collateral to using bananas to back a 30-year bond.


His point is not that Nvidia’s chips lack value, but how long is its value can realistically last, especially when AI hardware is evolving at an extraordinary pace. A chip generating strong returns today could become economically outdated much sooner than the debt used to finance it matures.


That creates a potential mismatch between short technology lifecycles and long-term financing.


Where the Risk Could Build


The bigger question is whether investors are beginning to price AI infrastructure as a permanent growth asset before its long-term economics have been fully tested.


If AI demand continues expanding, the financing model could work exceptionally well. But if chip prices fall, utilisation weakens or new technology rapidly replaces existing hardware, highly leveraged structures could face pressure.


That is why Gundlach sees the rise of AI-related financial engineering as a potential warning sign for broader risk markets.


The Real AI Bubble Test


This does not necessarily mean the AI boom is over. The technology could continue transforming industries and generating enormous demand for computing power.


But history shows that market excesses often emerge when strong underlying technology becomes the foundation for increasingly aggressive financial assumptions.


The question is no longer simply how much companies are spending on AI. It is whether Wall Street is starting to finance AI growth faster than the underlying economics can justify.



This marketing material is provided for informational purposes only and does not constitute investment advice, a recommendation, or an offer or solicitation to buy or sell any financial instruments.
Trading in securities involves significant risk and may not be suitable for all investors. Prices of securities may fluctuate significantly and may result in a total loss of your investment. Investors should be aware that losses may exceed potential profits when buying and selling securities. In certain market conditions, you may sustain losses that exceed your initial investment. Securities and contracts for differences are complex financial instruments that require a high level of knowledge and understanding. You should carefully consider whether you understand how these instruments work and whether you can afford to take the high risk of losing your money.

View all blog articles

Other blog articles

17.08.2026
How to know the problem is not your strategy, but you Read more
17.08.2026
Could JPMorgan Be Banking’s First Mega-Cap? Read more
Risk Warning - Investments or investment income can fluctuate. You may not necessarily get the amount you invested in the beginning as a return. All opinions, news, analysis, prices or other information contained on this website are provided as general market commentary and does not constitute investment advice, nor a solicitation or recommendation to buy or sell any financial instruments or other financial products or services.