What the dot-com bubble can teach investors worried about an AI burst

There are several lessons learned from the most recent tech bubble of the late 1990s that can help guide through the uncertainty ahead when it comes to artificial intelligence.

For the Minnesota Star Tribune
October 18, 2025 at 10:00AM
Worried about an AI bubble? Staying diversified is an appropriate acknowledgment of the uncertainty ahead. (Kiichiro Sato/The Associated Press)

There’s a bubble in the number of people calling for bubbles.

That is how Zor Capital Managing Director Joe Fahmy described the current environment on Wall Street. It’s never been more popular, in other words, to claim that stocks — specifically those betting big on artificial intelligence — are too high.

Here’s the argument from those concerned about a potential bubble: First, valuations are high. The forward 12-month price-to-earnings (P/E) ratio of the S&P 500 is near 23. That’s higher than it’s been in five years and 24% more expensive than its 10-year average (18.6).

Second, a disproportionate amount of the market’s returns has been concentrated in a small number of stocks. Data from J.P. Morgan suggests that since the October 2022 low, 75% of the S&P 500 gains, 80% of the earnings growth and 90% of the capital spending growth have come from the “Magnificent Seven” (Nvidia, Microsoft, Apple, Alphabet, Amazon, Meta and Tesla) plus 34 other companies tied closely to AI data centers.

Third, much of the $400 billion per year (!) spent on AI infrastructure might not prove to be profitable. It’s too early in the cycle to quantify “how much is too much,” but the magnitude of spending doesn’t leave much margin for error.

On the other hand, plenty of people near the epicenter of the AI boom suggest we could be underestimating the positive effects AI will have on economic growth, labor efficiency and corporate profitability. The truth is, it’s too early to know for sure.

There are, however, several lessons learned from the dot-com bubble of the late 1990s that can help guide investors through the uncertainty ahead. Here are a few:

A winning technology can still be a losing investment

The internet changed the world and the global economy as much, if not more, than predicted. The NASDAQ still fell nearly 80% from its peak in early 2000. For every corporate winner, there were a handful of startups that went bankrupt and left a sizable hole in investment portfolios. It’s not enough to bet on the right trend. You need to buy the right companies. Or at least avoid the wrong ones.

Valuation (eventually) matters

Lots of people argued the “new economy” the internet made possible would render traditional market metrics obsolete. Investors paid outrageously high prices for stocks based on promises rather than profits. But no matter how much potential there might be, it takes the right business at a fair value to make money from it. The price you pay still affects your investment return.

Risk management is most needed when it’s most ignored

This is a Warren Buffett axiom that has served us and our clients well. No one cares about losing less in corrections when a bull market is raging. Narratives can blind investors to fundamentals, which is a recipe for losses. The most successful investment strategies stick to a disciplined process even when it’s out of favor. This could mean missing out on short-term trends but inevitably pays off in the long-term.

More liquidity adds fuel to the fire

The Federal Reserve cut interest rates three times in 1998 to stabilize markets after the Asian financial crisis. The S&P 500 rose nearly 30% that year and more than 20% in 1999 before the bubble burst. An easing of monetary policy can be a tailwind to stock prices but also increases the chance of a bubble.

Diversification is the best defense

The more popular an investment trend becomes, the more pressure there is to concentrate your portfolio in the parts of the market that have performed the best. During bubbles, many consider diversification as a drag on returns, but it also reduces volatility when the cycle turns, which it inevitably does. Staying diversified is an appropriate acknowledgment of the uncertainty ahead.

Ben Marks is chief investment officer at Marks Group Wealth Management in Minnetonka. He can be reached at ben.marks@marksgroup.com. Brett Angel is a senior wealth adviser at the firm.

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Ben Marks

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