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YOUR DAILY EDGE: 16 October 2026: Messy World

US Producer Prices Up Most Since 2022 as Energy Pain Worsens

The producer price index advanced 1.3% from a month earlier — the most since March 2022 — and 6.3% from a year earlier, according to Bureau of Labor Statistics data out Thursday. Excluding food and energy, the gauge was up 0.7% last month and 5% from a year ago. Both came in above all estimates in a Bloomberg survey. (…)

Some economists nudged up their estimates for the core PCE deflator after the release, predicting it would rise either 0.3% or 0.4%. The Bureau of Economic Analysis is scheduled to release September PCE price data, along with income and spending figures, on Oct. 29. (…)

Goldman Sachs, which closely tracks inflation, had September core PPI up 0.2%. It was +0.7%!

GS now sees core PCE prices up 0.34% in September, up from +0.20% before Tuesday’s CPI release. That would be +4.2% annualized, in sync with the CPI measure.

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Ed Yardeni shows the relationship between PPI and consumer inflation.

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Core inflation measures:

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How long can we have producer prices up 6%+ with consumer prices up only 3%+ and rising corporate profit margins? Something’s gotta give.

Meanwhile

Retailer sales sales rose by 0.8% MoM last month, slowing from the upwardly revised +1.3% (was +1.2%) recorded in August. On a YoY basis, retail sales grew +6.3% in September after +5.6% in August.

But core sales (ex-autos, food & gas) were flat MoM in September after jumping +1.2% in August. Core sales were up 5.5% YoY in September.

On a YoY basis, total sales remain solid in spite of accelerating inflation:

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My proxy for retail inflation (.35x CPI-Durables + .65x CPI-Nondurables) is up 4.3% YoY in September vs +3.6% in the previous 2 months. Americans’ willingness to consume against sharply rising costs is remarkable. But how sustainable when labor income growth is in the low 3s.

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Warsh Boosts Market Expectations of Fed Rate Hold in October 

“We made very clear that we would deliver price stability, and we removed a dose of accommodation about a month ago.”

Investors pared their bets for a rate hike at the central bank’s Oct. 27-28 policy gathering. The odds, which were hovering around 27% before Warsh spoke, dropped below 15% following his remarks.

Does this (Warsh statement) make sense with that (October hold)?

Data dependent Fed?

The energy shock is starting to spill across the US economy as businesses pass along rising costs, complicating the Federal Reserve’s task of stabilizing inflation.

Two reports this week showed sharp price increases last month in categories including airfares, delivery services and trucking as wars overseas pushed oil prices higher. The grocery aisle has so far largely been spared, but economists see upside risks to food prices down the line as well.

“Every category of business inflation was hot, even excluding energy. It’s inevitable that businesses will pass some of these costs along to consumers in the months to come,” Heather Long, chief economist at Navy Federal Credit Union, said Thursday in a note. (…)

BLS data on producer prices showed an index for truck transportation of freight soared more than 19% from a year earlier in September, the most in more than four years.

And the Fed’s Beige Book report of anecdotes from the central bank’s business contacts, published Wednesday, reinforced the theme.

“Higher oil prices permeated all district reports,” the Beige Book said. “Firms reported elevated diesel prices and noted that fuel surcharges were passing on increased costs throughout the supply chain.” (…)

“If you look at the food category within the CPI, if anything, it’s been rising at a below-trend pace in recent months,” said Stephen Stanley, chief economist at Santander US Capital Markets. “It hasn’t been as quick as I imagined, but I think it’s still coming. I think it is a shoe that has yet to drop, but will at some point.” (…)

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“There’s really not obvious evidence that energy is broadly pushing up goods prices,” said Veronica Clark, an economist at Citigroup Inc. Other forces, such as AI-related demand, have been more apparent in the inflation data.

Even so, Citi expects the next couple CPI reports to show fairly benign month-over-month readings. Alongside muted wage growth and a cooler labor market, that should encourage the Fed to look through the latest energy-price surge, Clark said. (…)

But there’s no food inflation in the pipeline just yet:

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Unlike in this one:

US Steel Prices Climb to Four-Year High as Trump’s Tariffs Bite

US steel prices climbed to the highest in more than four years as President Donald Trump’s tariffs restrict foreign supplies, boosting domestic producers while raising costs for American manufacturers.

Pricing for hot-rolled coil, a widely used form of steel that serves as a US benchmark, has been on a steady upward trajectory for the past year, rising 52% to $1,255 per short ton, according to Fasmarkets. The last time prices touched that level was May 2022. (…)

What’s proven to be a boon for domestic mills and steelworkers has been a burden for manufacturers, builders and data-center developers. (…)

The US is a net importer of steel but deliveries of overseas supplies have declined sharply this year. Imports of finished steel tumbled 14% to around 13 million tons during the first nine months of 2026, according to the American Iron and Steel Institute. (…)

Domestic supplies are expected to tighten heading into the end of the year as mills curb activity to perform routine maintenance. More than 1 million tons of production is forecast to be affected in the September-December period, according to Fastmarkets.

Steel buyers should expect prices to continue ticking higher, according to Richard Bourke, a senior analyst at Bloomberg Intelligence. Ferrous scrap costs, a key steel input, already are climbing, which is earlier than usual heading into the final months of the year, he added. (…)

American hot-rolled coil is typically the most expensive globally and the premium relative to international markets is widening. Prices are now about two-thirds higher than in Europe and nearly three times those in China, which continues to export near-record quantities of steel despite pushback from trading partners. (…)

BTW, yesterday Alcoa reported revenues up 24% on a 5% decline in shipments. All pricing.

Taiwan to Curb AI Chip Exports to China as Part of US Trade Deal

Taiwan is preparing to tighten export controls on AI chips to further align with US restrictions, according to a senior official in Taipei, joining a Trump administration clampdown on the smuggling of cutting-edge semiconductors to China.

Taipei plans to add artificial intelligence servers and cutting-edge semiconductors to a list of controlled items, Taiwan’s Minister of Economic Affairs Kung Ming-hsin told Bloomberg News. After the measures take effect, he said, shipping restricted AI hardware to China will become a criminal offense under the Foreign Trade Act. (…)

Once the new measures are in place, the controls would be among the strictest measures from President Lai Ching-te’s administration to safeguard Taiwan’s technological and national security interests, as Taipei tests its comfort levels with more assertive policies — and manages pressure from American officials on multiple fronts. (…)

China proposed adding advanced artificial intelligence technologies to its export-control list, potentially restricting overseas transfers of AI models and chip designs in an effort to keep closer control over homegrown advancements in a strategically important sector.

The draft proposal covers 23 AI technologies, including large language models, agents, chip designs and computing clusters. Restricted technologies would include model weights and source code for products exceeding certain performance thresholds.

Chinese AI startups have this summer made significant progress in closing the gap on US industry leaders. Models like Moonshot AI’s Kimi K3 and DeepSeek’s latest editions offer better pricing and Chinese companies also favor the approach of sharing the weights — used to steer an AI system toward finding an answer — of their models to encourage developers to build on top of them. They’re also increasingly looking for markets beyond China, with the likes of Z.AI Co. making their wares available on US cloud service providers like Amazon Web Services.

The proposed export curbs are aimed at ensuring “the safety and controllability” of AI technology, a spokesperson for the Commerce Ministry said, citing the risk of misuse for attacking critical infrastructure, defense industries and core government systems by non-state actors or malicious entities. (…)

The proposal would restrict exports of core technology for models containing at least 2 trillion parameters — like Kimi K3 or Alibaba Group Holding Ltd.’s Qwen3.8-Max — or ranking among the world’s top 10 on measures including performance, usage and safety. The curb would cover model weights, checkpoints, source code and architecture. (…)

AI models trained on China’s “core data,”as defined by relevant legislation such as the Data Security Law, will be banned from export, according to the proposal. The Data Security Law describes state core data as “data concerning national security, the lifeline of the national economy, key public livelihoods, and major public interests.”

Open-source technology and research already in the public domain wouldn’t be covered, and the government will provide streamlined procedures, such as automatic licensing, to exports involving open-source AI technologies. Beijing said the measures weren’t aimed at any particular country, region or entity. (…)

China will restrict exports of several solar technologies, as Beijing seeks to maintain its technological edge in renewable energy while countries including the US and India ramp up domestic manufacturing.

The country will add 12 solar-related technologies and core equipment to a list of items subject to export controls, the Ministry of Commerce said in a statement on Friday, which cited the need to safeguard national security and interests. The measures are part of a broader revision targeting 40 key technologies, including those related to artificial intelligence and biopharmaceuticals.

The new rules include a ban on exports of production technology for perovskite and tandem solar modules. The emerging technology is more efficient and can be used in space-based solar. Some technologies used in the production of polysilicon, a key raw material for the solar industry, will also face export restrictions.

“In recent years, the application of solar technology in sensitive fields such as aerospace, national defense, unmanned equipment, and high-security-level infrastructure has been continuously expanding,” the ministry said in the statement. “The national security risks that may be caused by the export of solar technology have been constantly rising. It is necessary to implement timely and appropriate supervision.” (…)

Solar firms in those countries [US and India] continue to depend on China for some key materials, equipment and technologies, according to BloombergNEF.

The Chinese government said the latest measures were made after consultation with the industry and cover only a small number of technologies. The country will continue to support international exchanges and cooperation on green technologies, the ministry said.

China is looking to tighten biotechnology exports, but will leave the door open for licensing deals with foreign drugmakers that have underpinned its position as a growing pharmaceutical powerhouse.

Beijing is proposing to add five biomedical technologies to its export-control list, according to a statement from the Ministry of Commerce. The draft proposal, released Friday, includes two types of cutting-edge medical technology platforms to treat diseases at a genetic level. But the list clarifies that restrictions don’t apply to licensing, partnerships and contract research services involving these technologies.

Multinational pharmaceutical companies like AstraZeneca Plc and Pfizer Inc have entered into more global licensing deals for experimental drugs developed by Chinese companies. There were 81 licensing deals worth up to $110 billion in the first half of 2026 — on track to surpass last year’s record, according to government statistics.

Allowing licensing deals will provide some relief for the pharmaceutical industry globally. US and European firms say China’s deep pipeline of drug candidates means more innovative drugs with big sales potential. For Chinese drugmakers, the deals offer cash and international recognition — crucial to China’s goal of becoming a global leader in biomedical research.

“The controls represent a new ‘coming out’ moment for China’s confidence in how innovative and globally competitive its biomedicine sector has become,” said Ryan Etzcorn, a senior director at Ankura China Advisors. “Chinese biotech will be open for business, but closed to technology flight.” (…)

The US Treasury Department is expected to release new regulations this year that could subject biotech licensing deals to the same outbound investment reviews as semiconductors and artificial intelligence systems. (…)

Lutnick Throws the Future of U.S.-Mexico Trade Talks Into Further Doubt

What a mess!

Progress toward a U.S.-Mexico tariff deal has stalled after opposition from Commerce Secretary Howard Lutnick, people familiar with the talks said, the second time that he has had a hand in upending advanced negotiations with a North American partner. (…)

Lutnick has opposed significant reductions in the 25% tariff on Mexican automobiles and the 50% levies on steel and aluminum, the people said. Also on metals, he has objected to reductions in tariffs on so-called derivative products—finished products made of steel and aluminum. Domestic aluminum companies have told the administration that any reduction in these levies would undermine U.S.-based firms and cost American jobs. (…)

Lutnick’s position on the tariffs is a significant obstacle to a deal after months of negotiations led by U.S. Trade Representative Jamieson Greer, the people familiar with the talks said. Mexico and Canada are America’s two largest national trading partners and are the top buyers of U.S. goods. (…)

A senior Mexican official said that every time both sides get close to a deal, the Trump administration brings up something else that it wants.  (…)

The continuing difficulties in U.S. talks with Mexico recall a similar falling out with Canadian officials. In late August, the U.S. and Canada walked away from the negotiating table after Lutnick objected to proposed tariff reductions on steel, aluminum and autos. (…)

In recent talks between the U.S. and Mexico, major automotive firms in both the U.S. and Mexico have complained about the byzantine process that Lutnick has imposed on vehicles crossing the American border from Mexico and Canada.

U.S. tariffs on Mexican automobiles stand at 25%, but companies can earn rebates from the levies based on the value of U.S.-made car components. Claiming those refunds requires extensive paperwork and approval from the Commerce Department, which can deny the requests.

Tariffs on Japanese and South Korean automobiles stand at 15% under the terms of trade deals that Luntick helped shape last year. The difference in tariff rates, along with the extensive red tape involved in tracing U.S.-made components, has led some firms to shift production from North America to Asia, representatives from automakers told the negotiators. Overseas, the firms can source metals and components from China and other low-cost economies without the sourcing rules in USMCA or the difficulties of the refund process. (…)

Another mess:

Ukraine Faces New World in Which Europe Is Its Only True Ally

In the span of a week, Trump has trashed years of energy sanctions on the Kremlin, pressured Kyiv to quit bombing Russian oil refineries and suggested Ukraine’s Volodymyr Zelenskyy was an illegitimate president — echoing Moscow’s propaganda. At one point, Ukraine also lost full access to the Elon Musk-owned Starlink system, leaving it hobbled on the battlefield. (…)

“The western alliance is in a weaker position now than it was a few days ago,” Danish Prime Minister Mette Frederiksen told reporters as she arrived for talks in the Belgian capital on Thursday. “If you do not support Ukraine, then you put Europe as a whole, and in my view therefore also NATO as a whole, in a much, much more dangerous situation.” (…)

AI-fabricated video clips of well-known actors and musicians — including Robert De Niro, Julia Roberts and Cher — attacking Democrats began appearing on X in early September, some urging people to join a campaign dubbed #AllDemocratsAreCriminals. Scores of other clips have made false allegations of corruption and improprieties by Democratic candidates.

Social media researchers have attributed the posts to a Russian state-backed operation known as Matryoshka, or Operation Overload, which floods social media with clips purportedly from established media outlets. (…)

The Matryoshka videos appear to get tens or hundreds of thousands of views on X. (…)

Russia has used social media to influence US elections since 2016, when it sought to undermine confidence in the voting process and damage Hillary Clinton’s presidential campaign, according to US intelligence assessments. But its tactics have evolved over the past decade, from exploiting divisions across the political spectrum to focusing solely on attacking Democrats, who have been more supportive of Ukraine than Republicans.

Unlike previous elections, when it focused on presidential campaigns, Russia is trying to spread false stories about Democrats in numerous races nationwide, including 29 of the 36 running for governor and 20 of the 35 vying for Senate, according to Bloomberg’s review. (…)

While Matryoshka also plants stories on other platforms such as BlueSky and TikTok, it most frequently posts on X, according to Antibot4Navalny. (…)

While most Matryoshka posts have failed to gain real traction, a few have broken through. The Institute for Strategic Dialogue, a London-based research organization that examined 135 pieces of content on social media between January and March 2025 that it attributed to Matryoshka, found one that garnered 4 million views: a video made to look like it was from E! News that falsely claimed the US Agency for International Development paid celebrities to travel to Ukraine. Musk and Donald Trump Jr. each reposted the clip. (…)

One, posted on Sept. 22, falsely said the New York Times revealed that Taylor Swift accepted $500 million to support the Democratic Party and gender transition in exchange for a series of concerts before the November election. It was published alongside a similar and also false story about singer Billie Eilish. The post got 75,600 views within 30 minutes of being uploaded and then quickly tailed off, according to snapshots archived by Antibot4Navalny. (…)

Elon Musk gave $158 million to the GOP’s main super PAC backing Senate candidates in September, making the world’s richest person the biggest US political donor for the second straight election cycle, according to the latest filings from the Federal Election Commission.

The donations appear to be earmarked for the Texas Senate race, normally a relatively safe seat for Republicans that’s turned into one of the most expensive in history.

Musk has now given more than $330 million in the current election cycle, putting him well ahead of other major political donors including hedge fund manager George Soros, a perennial top contributor to Democrats, and Republican backers like quant trader Jeffrey Yass and Uline co-founder Richard Uihlein. (…)

Musk’s donations widen the big financial advantage the GOP already enjoys over Democrats. Trump, the Republican Party and its congressional super PACs amassed $1.1 billion through the end of the second quarter, triple the $355 million that Democrats’ corresponding committees have on hand. The cash advantage is one bright spot in a difficult electoral environment for the GOP. (…)

The other mess:

President Donald Trump declined to rule out using a weapon known as the “Mother of all Bombs” on Iran after the US midterm elections.

“Well the mother of all bombs is not nuclear,” Trump said in an interview with Newsmax broadcast on Thursday night. “It’s not nuclear at all, just an extremely large bomb. It’s like a tiny nuclear bomb. But the mother of all bombs is one big bomb, but it’s not nuclear,” Trump said.

“I wouldn’t use nuclear. We don’t have to,” he said.

CNN reported earlier this week that the US has developed strike plans that could include using the GBU-43/B Massive Ordnance Air Blast Bomb, or MOAB, citing multiple officials familiar with the matter. In 2017, during the first Trump administration, the weapon was dropped on Islamic State positions in Afghanistan.

The MOAB is a thermobaric weapon, also known as a “vacuum bomb,” that sucks all the oxygen out of the surrounding air to set off the blast. This force can rupture lungs. (…)

At the same time, Trump maintained that the US didn’t plan to deploy troops in Iran. “No, I don’t see that,” he said.

“The Iran war will be over very soon,” Trump reiterated. “It’s going to end very soon, one way or the other. It’s going to end.”

YOUR DAILY EDGE: 14 October 2026

AI Jitters and Rate-Hike Fears Combine for Worst Day for Stocks Since July

Worries about interest rates spurred by a surprisingly hot inflation reading collided with growing jitters in the technology sector on Wednesday. And a session that began with rising bond yields and expectations of an October rate increase culminated with the stock market’s worst day in months. (…)

The worst of the selling Wednesday was concentrated in companies that have borrowed heavily to finance data center build-outs and have signaled plans to keep doing so, making lenders uneasy. Shares of CoreWeave tumbled more than 15% while some of the bonds it issued earlier this year dropped to fresh lows in the secondary market, underscoring investor concerns about its credit quality.

Momentum-chasing strategies that bid up the fastest-rising stocks and sell when prices fall likely contributed to the accelerating selloff Wednesday afternoon, said Art Hogan, chief market strategist at B. Riley Wealth Management. (…)

Semiconductor companies, many of which count CoreWeave and Oracle among their biggest customers, were among the other worst performing stocks on Wednesday. (…)

Among the concerns: additional competition from one of China’s largest memory-chip makers, which announced it would roll out a new kind of DRAM chip earlier this week. (…)

Heading into Wednesday, investors had grown increasingly confident that the Fed would pause this month after having just lifted rates in September—its first-rate hike in three years. A series of Fed officials had encouraged that thinking in recent weeks, arguing that inflation pressures weren’t severe enough to warrant a rapid string of hikes.

Wednesday’s inflation print dented that confidence—even if it still didn’t spur a sea change in investors’ outlook.

As expected, the data showed a big jump in gasoline prices spurred by the continuing Iran conflict. But it was increases elsewhere that were most concerning to investors since the Fed tends to focus on so-called core prices, which exclude volatile food and energy categories.

Those rose 0.3% from the previous month, above the 0.2% increase anticipated by economists surveyed by The Wall Street Journal. Inflation in services continued to be sticky. But there were also surprising increases in the prices of goods like apparel, stirring concern that high energy prices were starting to drive up inflation elsewhere by increasing transportation costs. (…)

Recent CPI trends are not friendly with core CPI and core Services having both accelerated to 4.0% annualized rates …

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… threatening to soon bring real labor income growth near zero on a YoY basis with likely adverse consequences on spending.

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Anthropic’s Quarterly Revenue Jumped 45% to Nearly $17 Billion

Anthropic’s revenue climbed 45% to $16.8 billion in the third quarter, according to people familiar with the matter (…).

Anthropic had posted revenue of $11.6 billion in the second quarter, and just under $5 billion in the first quarter. Investors expect Anthropic to reach more than $110 billion in annualized revenue by year-end.

Bloomberg has other key info:

  • Anthropic is generating positive free cash flow, had adjusted gross margin of 85% and an over 11% positive adjusted operating margin as of the third quarter, according to the people. (…)
  • The company’s net revenue retention, a measure of its ability to keep its existing customers and increase their spending over time, was 900%, some of the people familiar with the update said. Its compute margin, or the revenue left over after subtracting the cost of its computing power and other necessary infrastructure, is more than 40%, some people said..

It also chose to quote some cautious views:

  • “I am cautious about Anthropic’s revenue outlook,” said Jung In Yun, chief executive officer at Fibonacci Asset Management. “Pricing could fall further as competition intensifies, so even strong usage growth may not translate into equally strong revenue growth or sustainable profitability.” (…)
  • “This news is somewhat negative,” said Matt Maley, chief market strategist at Miller Tabak + Co. “It’s something that will likely raise some concerns in investors’ minds. We also have problems in the credit market surrounding the tech sector in the US. We have already seen the CDS prices for the hyperscalers rise significantly in recent weeks.”

Anthropic revenues:

2025: $386M.

2025: $4600M. Operating loss: $8000M

Q1’26: $5000M.

Q2’26: $11600M.

Q3’26: $16800M. Operating profit: $1850M with 40% compute margin and “positive free cash flow”.

“This news is somewhat negative”? Really?

From the FT:

The start-up has also clamped down on “distillation” — a controversial practice whereby rival AI labs train their models on the outputs of more advanced ones.

When rival companies “distil” their models from Anthropic’s models, that involves heavy usage and spending.

Anthropic told investors on Wednesday distillation accounted for 5 per cent to 7 per cent of revenue and that they had cut it back “materially” in the third quarter of the year, said four people with direct knowledge of the matter.

One investor said Anthropic’s revenue growth was impressive in the context of a price war with rivals and efforts to cut back on distillation, which had to date been a meaningful source of the company’s revenue. They added that the company has already seen demand increase as efficiency has improved.

Taiwan Semiconductor Manufacturing Co. delivered a better-than-expected revenue outlook, sustaining a torrid pace of growth yet failing to dispel rising concerns about the sustainability of a global AI buildout.

imageThe chipmaking linchpin is projecting sales of as much as $54.3 billion in the December quarter, handily beating expectations. That should translate into a roughly 44% rise in 2026 revenue in US dollar terms, and followed a better-than-expected 69% jump in profit for July to September. (…)

Hsinchu-based TSMC serves as a key barometer of global AI demand as every major industry player including Nvidia, Advanced Micro Devices Inc. and Alphabet Inc.’s Google relies on the Taiwanese chipmaker to turn their most cutting-edge designs into reality. (…)

TSMC’s outperformance follows a spate of positive results from big industry names including ASML Holding NV (…).

But investors were in a foul mood yesterday, particularly the more speculative ones:

(…) The Kospi has fallen about 21% from its September high. (…) A closely watched US gauge of semiconductor stocks has erased $1.6 trillion in market value in a six-day losing streak. Strong earnings reports from Samsung and ASML Holding NV have failed to calm investors. (…)

Adding to jitters over the AI trade, CoreWeave Inc. shares plunged as its bonds fell to levels that typically indicate distress, leading investors to again question the sustainability of large spending on AI infrastructure. (…)

Recent weeks have brought mounting signs of increasing investor concern about the sheer size of AI debt loads. CoreWeave’s bonds due in 2032 have slid to about 78 cents on the dollar, prompting Elon Musk to flag the drop with a “yikes” on his social media platform. That’s after just late last month, SoftBank Group Corp. had to pay record yields in an effort to fund its massive AI ambitions. (…)

imageThe selling has made Kospi’s valuation more attractive at less than 5 times forward earnings estimates, less than half the level a year ago. Yet with the bearish sentiment prevailing, money managers are calling for caution.

“The South Korean stock market’s valuation has dropped to an extreme level now,” said Kang DaeKwun, chief executive officer at Life Asset Management. While any pullback from the current level can be considered as an entry point, investors must make sure that problems over tech funding are resolved, he added.

Not helping the mood:

AI Race Puts $3.5 Trillion at Write-Down Risk, Gartner Warns

More than $3.5 trillion of AI infrastructure spending could be at risk of impairment by 2030 as the industry’s investment boom threatens to outpace the revenue required to justify it, according to an analysis by market research firm Gartner Inc.

AI data center owners would need to generate a cumulative $8.5 trillion in revenue through 2030 to cover capital spending, financing costs and achieve a 12% return on invested capital. Yet Gartner forecasts no more than $3.6 trillion in attributable enterprise and consumer AI revenue over that period — less than half the required amount. (…)

The implications are especially stark for specialist AI infrastructure providers such as CoreWeave Inc. and Nebius Group NV. Their business models are more directly exposed to demand for computing capacity than diversified hyperscalers like Microsoft Corp, Alphabet Inc. and Amazon.com Inc.

Gartner predicts that cost pressures and limited differentiation will force more than 80% of neocloud providers to cease operating independently by 2030.

Will Sommer, senior director analyst at Gartner, said many of these neocloud providers are working to develop the higher-margin software and services of cloud providers, though few may succeed.

“All of them want to be the full-stack. They can’t all be,” he said. “For every dollar that’s spent on compute, only a fraction of that is going to the owners of compute.”

A Columbia Business School professor published his own in-depth analysis on September 24 (Financing the AI Buildout), calculating that

Under the central assumptions, the 2025–2032 buildout requires approximately $3.7 trillion in annual revenue by 2032 to earn a 10% unlevered return at a 50% operating cash-flow margin.

This is equivalent to roughly $5.5 per installed GB300 GPU-hour at full utilization, or about $6.9 per billed GPU-hour at 80 percent utilization, placing the required price in the broad range of current frontier-GPU rental prices.

The underwriting risk is therefore whether demand and pricing power remain strong enough to sustain such prices once 180 GW of compute capacity has been added.

Gartner’s analysis sees a need for $8.5T in revenue through 2030 to achieve a 12% ROIC but it only expects $3.6T in AI revenues.

The Columbia analysis says that $3.7T revenues by 2032 would be enough to generate a 10% return.

But how can we reliably forecast usage and revenues at this time? We have yet to see how AI agents penetrate our lives. The first chart (from JP Morgan) plots token volume through August but the second chart shows how agent demand has been exploding after June.

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Unlike the internet bubble, infrastructure spending is following demand and can’t supply enough.

If Anthropic’s Q3 profitability is sustainable, Jevons Paradox could well take care of the current revenue and financing angst.

But it would be nice if bond yields could stop rising…

A few more relevant charts from JP Morgan Asset management:

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Remember when Cisco and Norther Telecom P/Es were 100+? I do.

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(Koyfin)

CEO confidence drops into negative territory

CEO confidence in the U.S. economy sank into negative territory earlier this month, finds a survey from the Conference Board.

CEO Confidence Index

Data: The Conference Board and The Business Council; Chart: Axios/Emily Peck

41% of CEOs expected economic conditions to worsen — up from 19% in the previous quarter.

Despite their dimming views, CEOs have for the most part maintained their spending plans, per the survey.

A separate survey found that 89% of U.S. CEOs said they expected to increase headcount over the next three years as AI creates more business opportunities.

  • “As we put more AI into our processes and platforms, the capacity opens up,” Tim Walsh, the CEO of KPMG, which conducted the survey, told Axios’ Nathan Bomey.
  • “What you’re seeing there is CEOs being really optimistic that they can actually expand their business, which is going to result in a bigger workforce for them.”