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Former Biden Adviser Explains What Concerns Him About NVIDIA (NVDA)-Led AI ‘Bubble’

We recently published Top 10 Trending Stocks Everyone’s Watching in Q4. NVIDIA Corp (NASDAQ:NVDA) is one of the trending stocks everyone’s watching.

Jared Bernstein, Stanford Institute for Economic Policy Research policy fellow and former Biden CEA chairman, said in a recent opinion piece that we are in an AI bubble. In an interview with CNBC, Bernstein said that while companies like NVIDIA Corp (NASDAQ:NVDA) are seeing real demand for chips, a bubble burst could impact a lot of retail investors who are entering the AI trade.

“The thing we’re concerned about is not so much that these companies, especially NVIDIA Corp (NASDAQ:NVDA), can’t defend their investments. It’s the extent to which regular mom and pop investors are getting into this bubble in a way that’s should it pop, if it pops, we could have a really large negative wealth effect. We’re talking hundreds of billions of dollars. This is the idea that you gain a dollar in stock market wealth, you spend an extra three cents. That’s the wealth effect. So what really took down the economy in the dot-com bubble was in part a wealth effect which was actually quite small. Any contraction in GDP there was minimal. This is a lot bigger. So we’re worried about the extent of investment relative to where we were back then and the extent to which should it pop it will hurt consumer spending, which kind of feeds into some already underlying fragilities in the real economy.”

Polen Focus Growth Strategy stated the following regarding NVIDIA Corporation (NASDAQ:NVDA) in its third quarter 2025 investor letter:

“In early August we initiated positions in both NVIDIA Corporation (NASDAQ:NVDA) and Broadcom, after having not owned either company over the past 2½ years following the initial wave of enthusiasm around Gen AI. While we have long admired both companies, their highly cyclical business models have made it extremely difficult to forecast future earnings growth with any degree of conviction. Given our approach of seeking durable and persistent earnings growth that compounds over long holding periods, our concern in holding either was that we would be forced to endure a punishing downcycle within our typical holding period – there is very little room that in a concentrated portfolio of 20-30 companies. In fact, pre ChatGPT, NVIDIA had two punishing down cycles over the preceding five years.

That is specifically what has occurred for NVIDIA and Broadcom. While the sheer magnitude of demand for AI chips, servers and networking equipment was something that we clearly underappreciated, new incremental data points over the past few months lead us to conclude the current boom in AI chips and related hardware will likely continue for the foreseeable future giving us greater conviction over the trajectory of future earnings for both NVIDIA and Broadcom.

NVIDIA produces the fastest chips that are able to process compute intensive tasks like Gen AI training models extremely efficiently, are very flexible so can be used for any type of workload, and as a result are the chips in highest demand as the hyperscalers build out their Gen AI infrastructure (NVIDIA currently receiving 90c of every dollar spent on AI accelerated semiconductors). Their business has a very strong competitive moat, which is partly about the speed of their chips, but also the entire ecosystem they have built around them (programing language, training models and associated network effects)…” (Click here to read the full text)

While we acknowledge the risk and potential of NVDA as an investment, our conviction lies in the belief that some AI stocks hold greater promise for delivering higher returns and doing so within a shorter time frame. If you are looking for an AI stock that is more promising than NVDA and that has 10,000% upside potential, check out our report about this cheapest AI stock.

READ NEXT: 30 Stocks That Should Double in 3 Years and 11 Hidden AI Stocks to Buy Right Now.

Disclosure: None. This article is originally published at Insider Monkey.

The $250 Trillion AI Hype is Real. A few years from now, you’ll probably wish you’d bought this stock.

Dr. Inan Dogan

Dr. Ian Dogan

Co-Founder and Research Director at Insider Monkey

When Jeff Bezos said that one breakthrough technology would shape Amazon’s destiny, even Wall Street’s biggest analysts were caught off guard.

Fast forward a year and Amazon’s new CEO Andy Jassy described generative AI as a “once-in-a-lifetime” technology that is already being used across Amazon to reinvent customer experiences.

At the 8th Future Investment Initiative conference, Elon Musk predicted that by 2040 there would be at least 10 billion humanoid robots, with each priced between $20,000 and $25,000.

Do the math. According to Musk, this technology could be worth $250 trillion by 2040.

Put another way, that’s roughly equal to:

  • 175 Teslas
  • 107 Amazons
  • 140 Metas
  • 84 Googles
  • 65 Microsofts
  • And 55 Nvidias

And here’s the wild part — this $250 trillion wave isn’t tied to one company, but to an entire ecosystem of AI innovators set to reshape the global economy.

It’s a leap so massive, it could reshape how businesses, governments, and consumers operate worldwide.

Even if that $250 trillion figure sounds ambitious, major firms like PwC and McKinsey still see AI unlocking multi-trillion-dollar potential.

How could anything be worth that much?

The answer lies in a breakthrough so powerful it’s redefining how humanity works, learns, and creates.

And this breakthrough has already set off a frenzy among hedge funds and Wall Street’s top investors.

What most investors don’t realize is that one under-owned company holds the key to this $250 trillion revolution.

In fact, Verge argues this company’s supercheap AI technology should concern rivals.

Before I reveal the details, let’s talk about how some of the richest people on the planet are positioning themselves.

  • Bill Gates sees artificial intelligence as the “biggest technological advance in my lifetime,” more transformative than the internet or personal computer, capable of improving healthcare, education, and addressing climate change.
  • Larry Ellison — through Oracle, is spending billions on Nvidia chips and partnering with Cohere to embed generative AI across Oracle’s cloud and apps.
  • Warren Buffett — not known for tech hype — says this breakthrough could have a ‘hugely beneficial social impact.

When billionaires from Silicon Valley to Wall Street line up behind the same idea — you know it’s worth paying attention to.

Even as we admire what Tesla, Nvidia, Alphabet, and Microsoft have built, we believe an even greater opportunity lies elsewhere…

But the real story isn’t Nvidia — it’s a much smaller company quietly improving the critical technology that makes this entire revolution possible.

And judging by what I’m hearing from both Silicon Valley insiders and Wall Street veterans…

This prediction might not be bold at all:

A few years from now, you’ll wish you’d owned this stock.

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Wall Street calls this $3 stock a “Melting Ice Cube.” They said the same thing about BTI before it returned 90%.

Dr. Inan Dogan

Dr. Ian Dogan

Co-Founder and Research Director at Insider Monkey

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