Have We Spent Enough On The Damn Chatbots Yet?

One of the biggest questions on investors’ minds in the back-half of 2026 asks if any of the hyper-scalers will guide capex lower.

Not so long ago, investors were prone to bidding up mega-tech shares whenever management reiterated a commitment to throwing ever more money at the AI arms race. The more unequivocal that commitment, the fiercer the bid.

$220 billion (give or take) in new hyper-scaler debt later, “Mr. Market” isn’t so cavalier. I wouldn’t call him discerning either, but visuals like the chart shown below are giving some investors pause.

Yes, valuations are reasonable on an earnings multiple, but we’ve thrown caution completely to the wind on the free cash flow front.

The 90-degree inflection in the hyper-scalers’ P/FCF multiple is, of course, a direct result of plowing money into data centers and access to compute.

Despite growing concerns, just 28% of professional capital allocators expect a capex cut this year, as illustrated by the figure on the left, below, from this month’s installment of BofA’s global fund manager poll.

The figure on the right’s more interesting: Nearly half of survey panelists said hyper-scaler capex, and the associated debt binge, is the most likely source of a systemic credit event.

The same poll found 34% of fund managers saying management should return cash to shareholders, while another 36% said cash flow should be used to “improve balance sheets.” That left just ~a quarter of survey panelists arguing for more capex.

What investors want, they usually get. Which means the next big question might be this one: Will a hyper-scaler capex cut be greeted as good news (i.e., a sign of prudence and discipline) or bad news (i.e., evidence that the ROI on money already spent isn’t as high as management hoped)?


 

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4 thoughts on “Have We Spent Enough On The Damn Chatbots Yet?

  1. Like 1999 and fiber internet line glut, there’s going to be a data center glut. Unlike 1999, most of the glut has a short useful life. The wise move is to ease back on the accelerator, like in the movie Aliens, “we’re just grinding metal” waiting for the market to realize it’s “game over man, game over!”

  2. The 64K question – who blinks first – will hopefully be leaked ahead of time by Trump tweeting to buy stock X which “will make you a million $” after he front-runs said tout.

    1. … and rakes in even more by selling access to anyone else willing to pay DJT for instant access (call it democratization of front-running?)
      Headline this evening: “Trump Media to sell millisecond-fast access to market-moving Truth Social posts”

  3. Something to watch. to be sure.

    But now the golden AI horizon is AI Agents, not chatbots. So far, the results from AI Agents have been “a little disappointing”. To be charitable.

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