Wall Street Is Crying Bubble on AI and They Are Getting the History Wrong

The Media Needs a Crisis Narrative

Here we go again. The financial press is spinning up the bubble machine, and this time AI is in the crosshairs. I’ve been getting questions from listeners for months asking whether AI spending is the next Enron, the next housing collapse, the next great unraveling. And look, I get it. The comparisons are everywhere. But I’m going to do something the mainstream financial media refuses to do: actually examine whether those comparisons make any sense.

Spoiler: they mostly don’t.

Enron Was Different and Here Is Why

I called Enron. I wrote about it before it blew up. You can find the piece on my website. And the reason I was skeptical of Enron was brutally simple: I could not figure out what they were actually doing or how they were actually making money. They were trading bandwidth. They were setting up physical operations in parts of the world with notoriously unreliable payment cultures. Fortune magazine put them on the most innovative company list five years in a row, and I wrote a column saying I didn’t understand the business.

The market went up another year and I took heat for it. Then Enron collapsed into one of the largest accounting frauds in history.

But here is the key: Enron’s complexity was designed to hide the fact that nothing real was happening underneath. With AI, you can actually track the physical infrastructure. Chips. Data centers. Enterprise agreements. Revenue contracts. That’s not nothing. It might be overpriced in places, but it is not a shell.

• Enron had no coherent underlying business
• The financial engineering existed to obscure the absence of cash flow
• AI infrastructure, whatever its valuation issues, represents real capital formation

2008 Was About Fraudulent Structure, Not Sector Hype

The 2008 financial crisis had a very specific origin story. It started with mortgage products that were designed to move risk off balance sheets while collecting origination fees. Policy going back to the Clinton administration opened the door, and lenders like Countrywide ran through it as fast as they could. What followed was layers of securitization built on the assumption that national home prices could never fall simultaneously.

I saw it coming in 2006 when I watched homes in my own neighborhood double in price in twelve months with zero improvements made. No pool added. No renovation. Nothing. I kept asking the same question: where is the value that was created? And there was no answer because there was none.

The Great Recession was a structural fraud enabled by bad regulation, bad incentives, and banks so reckless with risk they made casino operators look conservative. And let’s be honest about something most people still don’t talk about. Bear Stearns and Lehman Brothers were not random casualties. Bear Stearns was always the outsider among the white-shoe Wall Street firms. Lehman didn’t participate in the Long-Term Capital Management bailout. Convenient that those two specifically got sacrificed while the connected firms got rescued.

That is the Wall Street the media will never explain to you.

The Right Questions to Ask About AI

None of this means AI is risk-free. The honest questions worth asking are:

• Can current capital expenditure levels be sustained without proportional revenue growth?
• Which companies are building durable products versus riding the hype cycle?
• Who actually holds the downside risk if the monetization timeline slips?

Those are real concerns. But a valuation problem and a systemic fraud are two completely different things. One corrects. The other collapses. Know the difference before you make a decision.

Stop Letting the Media Set Your Risk Framework

The financial media profits from your anxiety. Crisis comparisons generate traffic. Bubble narratives keep you engaged. Bad historical analogies lead to bad decisions, and bad decisions are great for the advisors and institutions waiting to pick up your assets on the cheap. Think critically. Follow the actual cash flow. And stop letting people who were wrong about the last crisis tell you what the next one looks like.