The AI boom has echoes of Enron — but that might be okay, a tech guru says

Aug 16, 2026 05:30 PM - 1 hour ago 3

Ram Bala

Ram Bala is an AI and analytics guru. Ram Bala

Today's tech titans are utilizing akin financial strategies to Enron, but that doesn't mean they're careening toward disaster, 1 AI guru says.

Enron, an power supplier and trading powerhouse, collapsed into bankruptcy successful 2001 aft it was revealed to beryllium a fraud. But it was besides a communicative of 3 things, Ram Bala, an subordinate professor of AI and analytics astatine Santa Clara University's Leavey School of Business, told Business Insider successful an email this week.

The firm elephantine shifted indebtedness disconnected its equilibrium expanse utilizing special vehicles, employed mark-to-market accounting to book early income projections arsenic contiguous revenue, and utilized information transactions to make customer request look much independent than it was successful reality, Bala said.

"The AI buildout is replicating versions of each three, wholly legally, and that is precisely why it deserves attention," said the coauthor of "The AI-Centered Enterprise," and the cofounder and main merchandise and AI serviceman of an AI startup named Samvid.

Hidden risks

Bala said that private credit is playing the aforesaid domiciled now that Enron's typical intent entities did, arsenic "the spot wherever consequence goes to go little visible."

He described really backstage equity firms including KKR are helping to finance the AI buildout. But he emphasized that "Nvidia gets paid upfront, the borrowers and their lenders transportation the default risk, and because backstage in installments is yet funded by mean savers done instruments for illustration pension funds, the tail consequence lands connected households."

Fragile forecasts

As for request projections, Bala said the existent buildout is being "financed against request curves that are marked to model, not to market."

Bala recalled Anthopic CEO Dario Amodei saying his institution has invested little successful compute than its rivals, arsenic a mini correction successful request projections could beryllium the quality betwixt occurrence and bankruptcy.

"When the smartest guys successful this room are that candid astir forecast fragility, leveraged borrowers underwriting to the optimistic lawsuit should springiness everyone pause," Bala said.

Going successful circles

Bala said that circular-financing deals specified arsenic Nvidia investing successful OpenAI, past OpenAI utilizing the rate to bargain Nvidia's microchips, could beryllium viewed arsenic vendor financing, which is communal successful industries wherever instrumentality is expensive.

An illustration from a consumer's position mightiness beryllium leasing a car utilizing financing from the car's manufacturer.

Vendor financing tin summation marketplace liquidity and make value, but "done excessively overmuch pinch uncertain outcomes, it tin beryllium risky," Bala said.

"Folks for illustration Burry are saying that the mathematics is not correct fixed the risk," he continued, referring to Michael Burry, the investor of "The Big Short" fame, who's been 1 of the loudest skeptics of the AI boom.

Burry told his 2 cardinal X followers this week that "history is repeating" truthful they should revisit "The Smartest Guys successful the Room," a book telling the communicative of Enron's emergence and fall.

"This is truthful overmuch bigger than 1 company, and orders of magnitude much vulnerable to the system and investors than Enron," Burry said successful different X station this week.

However, Bala said he believes this roar is "not for illustration bubbles of the past," and that long-term demand for AI will warrant tech companies' existent financial strategies, but "only clip will show who is right."

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Theron Mohamed is simply a London-based analogous connected the International squad astatine Business Insider. His sum spans finance, investing, wealth, markets, and the economy.Theron joined BI successful 2019 arsenic a newsman astatine Markets Insider and roseate to the rank of analogous earlier moving to the Trending squad past the broader International team. He previously covered tech, media, and telecom stocks for Investors Chronicle mag and had a little stint connected the Financial Times' Data team. He interned astatine the Wall Street Journal successful New York wherever he chiefly wrote for Heard connected the Street.Theron has freelanced for The Independent, The Telegraph, WIRED, and respective smaller publications. He holds an undergraduate grade successful surface science from the London School of Economics, and a master's grade successful publicity from Columbia University.Theron often covers Warren Buffett, Michael Burry, and different elite investors. He besides writes astir the world's wealthiest group and shares financial proposal from each mode of rich | and successful people.Email Theron astatine [email protected] and travel him connected X @theron_mohamed.

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