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An AI-induced margin squeeze is coming for hyperscalers

The Q&D on D&A: billions in capex are slated to weigh on profit margins going forward.

Luke Kawa

The biggest US tech companies doubled, tripled, and quadrupled down on their plans to spend billions on their AI build-outs.

By and large, markets don’t seem too impressed by that strategy.

“Price reactions suggest growing concerns around monetization versus capex for hyperscalers, with Meta the only one rising on earnings,” Bank of America strategists Ohsung Kwon and Savita Subramanian wrote about a quartet that includes Microsoft, Amazon, Alphabet, and the aforementioned Zuckerberg-run social media company.

We’ve remarked how these companies’ freewheeling spending isn’t fully accounted for in the highest-profile financial metrics that move markets during earnings season. But even so, the way capex costs show up in the income statement is slated to exert meaningfully negative pressure on profit margins, per the strategists.

“Margins are expected to be hit by the capex cycle going forward,” they wrote. “Assuming 10 years of useful life, we estimate that 2025-26 estimated consensus capex of $612 billion translates into an incremental 160 basis point EBIT margin hit in 2026 via increased D&A costs vs. the 4Q24 run rate.”

D&A — depreciation and amortization — costs are the capital that you effectively “use up” in the production process or is rendered obsolete. Without getting too far into the weeds, there is a concern that the “useful life” of a lot of these AI-related outlays might be a bit shorter than normal due to the seemingly rapid march of technological progress.

Amazon CFO Brian Olsavsky validated some of these concerns in an earnings call last week.

“We completed a useful life study for our servers and networking equipment and observed an increased pace of technology development, particularly in the area of artificial intelligence and machine learning,” he said. “As a result, we’re decreasing the useful life for a subset of our servers and networking equipment from six years to five years, beginning in January 2025.”

That’ll leave about a $700 million hole in operating income this year.

And yes, these outlays have been leaving a mark on the statement of cash flows, and the sell side has been pushing back the timetable for when relief is coming. Per the analysts, Wall Street was looking for hypserscalers’ capex as a share of operating cash flow to be on a glide path lower as of September. Now, it’s expected to plateau at a fairly high level.

Hyperscaler capex intensity
Source: BofA

“AI monetization remains a question mark,” they added.

The section of the report concludes with a sobering pair of charts:

Hyperscalers and AI risk
Source: BofA

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Report: US senators plan to introduce bill blocking Nvidia from selling advanced chips to China for 30 months

US senators are on the verge of introducing a bill that would block Nvidia from selling its H200 or Blackwell chips to China for 30 months, the Financial Times reports. The H200 is Nvidia’s best chip from the Hopper generation, while the Blackwell line is its current flagship offering.

Shares of the chip designer are little changed in the wake of this report, still up more than 1% on the session. The reaction makes sense, seeing as previous positive indications on Nvidia’s ability to sell advanced chips to China failed to inspire much positive momentum in its shares.

The stock got a short-lived jolt higher (that didn’t last the day!) on November 21 after Bloomberg reported that the Trump administration had discussed the possibility of selling its H200 chips to China.

Nvidia has effectively been shut out of China’s AI market in 2025. First, export restrictions meant it could no longer sell the H20, a nerfed version of its Hopper chip, to the world’s second-largest economy. After that export ban was lifted, demand from China “never materialized,” per Nvidia CFO Colette Kress. Reports indicate that China banned its leading technology giants from purchasing these semiconductors, instead pushing them toward domestic alternatives.

President Donald Trump had mused about allowing Nvidia to sell Blackwell chips to China prior to his meeting with Chinese President Xi in late October, but failed to do so. The two leaders did not discuss the topic at that time.

Per the FT, this upcoming bill would be a bipartisan effort, being cosponsored by the leading Republican and Democrat members of the Senate Foreign Relations East Asia subcommittee.

markets

AI energy plays soar on an explosion of call buying

Like their quantum computing counterparts, AI-linked energy plays are benefiting from an explosion of bullish options activity on Thursday.

  • Oklo is up double digits with call volumes above 106,000 as of 2:46 p.m. ET, more than double its 20-day average for a full session, with a put/call ratio of about 0.6. Call options with a strike price of $110 that expire this Friday (which are now in-the-money thanks to today’s surge) are seeing the most activity.

  • Nuscale, another nuclear energy play, has seen nearly 140,000 call options change hands versus a 20-day average of 51,073.

  • And fuel cell company Bloom Energy has traded nearly 80,000 calls, roughly twice its 20-day average, with a put/call ratio of about 0.3.

During his appearance on Joe Rogan’s podcast released on Wednesday, Nvidia CEO Jensen Huang talked up the potential for nuclear energy, saying, “In the next six to seven years I think you are going to see a whole bunch of small nuclear reactors.”

This adds to the evidence that the speculative bid is back in a big way after smaller stocks tied to the AI boom and quantum computing cratered from mid-October through most of November as credit risk began to seep into the AI trade.

Old electronic items tossed on ground for disposal, Hudson

Technology giants don’t look like they used to, as the asset-light era fades

Oracle and Meta are now some of the most capital-intensive businesses in the S&P 500, spending more than energy giants. I guess data really is the new oil?

markets

Space stocks rip amid speculation on Altman joining race

Space stocks AST SpaceMobile, Planet Labs, and Rocket Lab all soared Thursday amid a recovery in the high-beta momentum class of shares coveted by some retail traders.

(High-beta momo stocks are basically shares that have been on a winning streak for a while, and tend to go up a lot more than the overall market on positive days. Goldman Sachs includes all three of the aforementioned space stocks in its themed basket of such shares.)

There’s little other fundamental news out there on the companies themselves.

But a Wall Street Journal report that OpenAI impresario Sam Altman has been toying with the idea of entering the space industry, potentially standing up a rival to Tesla CEO Elon Musk’s Starlink satellite service, may also be contributing.

As we’ve mentioned elsewhere, sometimes these stocks seem to trade on a what’s-bad-for-the-Musk-empire-is-good-for-us-and-vice-versa vibe.

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