Markets
King Frederik X of Denmark, NVIDIA CEO Jensen Huang and Nadia Carlsten, CEO of Danish Center for AI Innovation , at an event in Copenhagen announcing the “Gefion” AI supercomputer.
(Nvidia)

Right after Nvidia’s earnings affirm AI boom, Deutsche Bank warns on historical busts

How this capex boom differs from previous historical episodes.

“We are currently in the midst of a once-in-a-generation private sector capex boom as AI mania sweeps the world,” Deutsche Bank analysts led by Jim Reid wrote on the heels of Nvidia’s fourth-quarter earnings report, which largely affirmed a positive near-term trajectory for this spending binge.

The bad news about booms, however, is that they tend to lead to busts.

The analysts examined past instances of sector-specific massive upswings, from the 1790s canal mania in England through China’s recent urbanization and land boom, to see what these episodes have in common and any distinguishing factors between them and the current AI investment campaign.

They found the typical features of a boom-bust cycle are:

  • Asset price inflation (check!)

  • Leverage and debt dynamics (no check!)

Megacap tech companies are financing their AI outlays out of their massive cash-generating prowess

“This reduces the systemic risk of a dramatic slowdown in demand for AI products and the components that go into creating them,” they wrote. “On the other hand, US net wealth as a % of disposable income has never been higher than in the last 3 years, and the equity market has never been so concentrated in terms of exposure to the largest market cap stocks that are heavily investing in AI capex.”

In a world where consumer spending is more reliant than ever on the highest-earning Americans, and higher-earning Americans tend to own more stocks, the channel for a stock market drawdown to have a meaningfully negative impact on consumption (and fuel a bigger stock market drawdown, and so on) appears fairly wide.

That megacap tech companies in the S&P 500 like Microsoft, Meta, Amazon, and Alphabet have traded with such a weak relationship to one another even while most pursue a similar investment strategy has been a marvel to behold, and something that almost certainly won’t hold up in the event of a bust. (Per the old market adage, correlations go to one in a crisis.)

“If we do see a temporary AI winter, where market enthusiasm wavers for a period of time, it could dramatically impact wealth in the US and could disrupt the economy even if a destructive debt unwind is highly unlikely,” they wrote. “If there is an ‘AI winter’, what we have learnt from history is that behind all of these capex boom and busts there has been a common thread: over-optimistic assumptions of future profitability behind technologies or investments, which ultimately either improve productivity immeasurably, or create superb infrastructure for the future.”

But for those inclined to don rose-colored glasses, there’s also this:

“There are also capex booms that were transformative to economies and productivity but which did not experience a bust phase. These include the interstate highways in the US, the post-WWII Marshall plan reconstruction of Europe, the electrification of economies, the Apollo missions, nuclear power and even the current renewables wave.”

More Markets

See all Markets
markets

Lucid reports Q4 earnings miss, revenue beat

Luxury EV maker Lucid reported its fourth-quarter earnings after the bell Tuesday. Shares fell more than 6% in after-hours trading.

The company posted an adjusted loss of $3.08 per share, wider than the $2.63 loss expected by analysts polled by FactSet. Lucid booked $522.7 million in revenue, beating the consensus estimate of $459.5 million.

Lucid issued a full-year 2026 production outlook of between 25,000 to 27,000 vehicles, representing 40% to 51% growth from 2025’s figures. Lucid downwardly revised its full-year 2025 production numbers from 18,378 to 17,840 vehicles due to internal validation issues.

The company maintained the timeline of its unnamed midsize SUV due to begin production later this year. That schedule puts it close to rival Rivian’s planned second-quarter release of its R2 SUV.

Lucid did not issue an update to its ongoing CEO search. The company has been led by interim CEO Marc Winterhoff for the past year, after it abruptly announced in its fourth-quarter 2024 report that then CEO Peter Rawlinson would step aside.

The stock has fallen to all-time lows this month and is down 98% from its high in 2021. Last week, the company announced it would lay off 12% of its US workforce in an effort to improve profitability.

markets

Tempus AI slides after missing Q4 EBITDA target

Cancer diagnostics company and sometimes retail shareholder favorite Tempus AI reported soft Q4 adjusted EBITDA numbers late Tuesday, sending shares lower in the after-hours session. 

It reported: 

  • Q4 revenue of $367.2 million vs. FactSet’s expectation of $362.8 million.

  • An adjusted loss per share of $0.04 vs. the $0.04 loss estimated.

  • Adjusted EBITDA of $12.9 million vs. expectations for $22 million, per FactSet.

Since going public in June 2024, Tempus has been a volatile stock that has both doubled — and cratered — on multiple occasions. That spectacle has at times captured the attention of retail traders who’ve tried to ride the waves.

Of late, the wave has been breaking bad, with shares down more than 30% since the stock hit a record high on October 8, 2025

Still, the company is now adjusted EBITDA positive. That, CEO Eric Lefkofsky told us last year, is the first milestone on Tempus journey to profitability, a mark that analysts think will take until at least next year for the company to hit.

markets

Sandisk sinks more as product release underwhelms market

Sandisk’s online event marking its one-year anniversary since being spun off from Western Digital seems to be something of a damp squib.

The shares, already down a fair bit following the Citron Research short announcement, fell further after the company announced an upgrade to its consumer solid state memory drives alongside a YouTube-based presentation aimed at highlighting all the things one might do with, well, access to additional digital storage.

The stock — which is still up more than 150% in 2026 — was down more than 7% shortly after the company’s post at 2 p.m. ET. That was in stark contrast to the bump software stocks were riding following Anthropic’s product announcement earlier on Tuesday.

Latest Stories

Sherwood Media, LLC produces fresh and unique perspectives on topical financial news and is a fully owned subsidiary of Robinhood Markets, Inc., and any views expressed here do not necessarily reflect the views of any other Robinhood affiliate, including Robinhood Markets, Inc., Robinhood Financial LLC, Robinhood Securities, LLC, Robinhood Crypto, LLC, or Robinhood Money, LLC.