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Silicon Valley’s New Strategy: Move Slow and Build Things - WSJ

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https://www.wsj.com/tech/ai/silicon-valley-ai-infrastructure-capex-cffe0431

Silicon Valley’s New Strategy: Move Slow and Build Things

Big tech companies are becoming infrastructure companies—just like the steel and railroad giants of old

Christopher Mims
ET
James Steinberg
There’s a point in every technological cycle when engineers and inventors are rapidly innovating. The spoils go to those who “move fast and break things,” to quote 2010s-era Mark Zuckerberg.
We’re now entering a phase in which the giants win because they own, and continue to build out, the physical assets that make mature technologies accessible.
Call it an “age of infrastructure,” in which companies spend vast sums on actual stuff. Primarily that’s the gigantic data centers filled with tiny chips, and everything that connects and cools them, but it also includes factories, real estate and energy.
It’s reminiscent of the age of business titans and “robber barons” who dominated railroads, steel and other enterprises. And as happened then, today’s massive companies, with their ability to spend (and borrow), are making their moats even deeper and wider. Even formidable competitors, such as OpenAI, are hard-pressed to keep up.
A look at one key line item in company earnings reports—capital expenditures—shows that the most valuable tech companies are buying and building stuff at a record pace. The Magnificent 7 tech firms have collectively spent a record $102.5 billion on capex in their most recent quarters, nearly all from Meta, Alphabet (Google), Microsoft and Amazon. (Apple, Nvidia and Tesla together contributed a mere $6.7 billion.)
Investor and tech pundit Paul Kedrosky says that, as a percentage of gross domestic product, spending on AI infrastructure has already exceeded spending on telecom and internet infrastructure from the dot-com boom—and it’s still growing. He also argues that one explanation for the U.S. economy’s ongoing strength, despite tariffs, is that spending on IT infrastructure is so big that it’s acting as a sort of private-sector stimulus program.
Capex spending for AI contributed more to growth in the U.S. economy in the past two quarters than all of consumer spending, says Neil Dutta, head of economic research at Renaissance Macro Research, citing data from the Bureau of Economic Analysis.
A global accounting of this infrastructure spending would be even bigger, as it would include capex from these companies’ most important partners. Foxconn has recently spent big building out factories for Apple in India, which just supplanted China as the source of the majority of U.S.-destined iPhones, according to Canalys. And the world’s largest chip manufacturer, TSMC, spent about $10 billion on capex in its most recent quarter.
In the not-too-distant past, when Facebook, Microsoft and its competitors mostly produced code, salary and stock compensation was a much bigger proportion of their spending. For these companies to continue growing, they are now vertically integrating and owning more of what it takes to run their businesses.
Construction on the first phase of Microsoft’s $3.3 billion data center in Mount Pleasant, Wis., is expected to be completed in 2026.
This hasn’t exactly happened overnight, says Patrick Moorhead, an industry analyst, who calls what’s happening now “planet-scale infrastructure.”
Back in 2003, when Moorhead was an executive at AMD, his company sold Google some of its earliest systems for building out its data-center infrastructure as cheaply as possible. What had been expensive boxes—basically PCs on steroids—at the beginning of this century evolved in two decades into vast arrays of rack servers that facilitate today’s internet and the explosive growth of AI supercomputers. All of this IT infrastructure and its support systems are our generation’s railroads and steel mills, he adds.
OpenAI, arguably the most well funded startup, still has difficulty competing with the giants. It depends on continuous and gigantic infusions of investor cash, even as the fast-following big-tech companies peel off its customers and talent. OpenAI has struggled recently to realize its dream of a gigantic AI data center called Stargate, and Meta has lured away some of its engineers with eye-watering pay packages.
Meanwhile, Apple and Nvidia spend less on capex but direct huge contracts for chips and manufacturing to partners, so they’re able to monopolize the attention and output of those partners. And Tesla is historically no slouch, known for spending big on factories, a charging network, even mining operations.
In an almost too-perfect parallel to the bygone age of John D. Rockefeller, Andrew Carnegie and J.P. Morgan, some of today’s power-hungry data centers are actually being put on the sites of former steel mills, because of their proximity to energy sources.
It’s important not to take these comparisons too far, cautions H.W. Brands, a professor of history at the University of Texas at Austin and an authority on the late 19th century titans of industry. One difference: While they might spend big on infrastructure, today’s most valuable companies are lightly staffed. “The striking thing about these companies is compared with their wealth, how few people they employ,” he adds.
An area where we can draw a strong parallel, says Brands, is in antitrust enforcement: Now, as then, it only tends to happen long after companies reach their peak size and power. In terms of competition, there are hardly any signs these companies will be disrupted anytime soon, says Moorhead.
In addition to their record capex spending, many big tech companies are also engaged in an all-out war for certain kinds of talent, particularly in AI—railroads need engineers. Hundreds of millions of dollars are changing hands in “acqui-hires” and talent poaching. This war for talent is becoming yet another way that advantages accrue to the biggest tech companies with the deepest pockets.
The lesson in all this: When there isn’t much regulation, and competition is limited to a handful of coexisting hegemons, the biggest threats come from overseas. The U.S. and China are, of course, locked in a contest for global industrial dominance. America once had an easy lead—but its continuing success is no longer guaranteed.
Write to Christopher Mims at christopher.mims@wsj.com
Copyright ©2025 Dow Jones & Company, Inc. All Rights Reserved. 87990cbe856818d5eddac44c7b1cdeb8

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  • The railroad analogy is not a positive factor for investing, we know what happened with the boom times for expanding the rail system. The best offsetting factor is China and we cannot allow ourselves to fall behind. Let's hope the parallel to railroads is limited since the railroad overbuild was a disaster.
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    • Interesting article, but I was disappointed at the end by the mention of China as a serious competitor. There are several dimensions to this. China is great at propagandizing things, but very, very poor at execution. If you have an hour or two or three, I can give examples. One of the latest is EVs. That market is already tanking in China, and the products are a sham. Another is microchips. China is very far behind, and through indigenous means it would take years to catch up to where the west is now. Of course, by then the west would be far ahead.
       
      The big reason is misallocation of capital and corruption. They are intertwined in China. A good example is chips. There have been at least two multibillion yuan efforts. In both cases nothing was achieved and a bunch of the execs administering these programs are in jail.
       
      I get that it is de rigueur to bring up China, but it really is not that relevant here for several reasons.
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      • The $100B+ /quarter AI investment can grow and/or continue till the 4 hyperscalers run out of capital. What is their collective limit ? $200B/quarter ? If so that is 2027. What is after that ? Certainly not "soft landing" . They are already showing discipline in other areas - anemic hiring ( except for few star talents) , layoffs , reduced perks, etc.
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        • Bubble.
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          • Scale is needed to achieve the buildout of AI and its infrastructure.
            Hopefully, no anti-trust actions will be taken just because they are large and these companies do not exercise illegal monopoly activities against competitors.
            The U.S. is in a global AI competition with China. U.S. needs to maintain global dominance to assure military security dominance and economic dominance. This will require assistance by U.S. government to provide what is needed to carry out this effort.
            What is most startling about the article is growth in the U.S. economy is being driven by the CAPEX spending by these companies and its partners.
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            • OK, so who's building the electricity generation capacity for all this tech growth?
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              • makes me wonder if it's finally time to get solar panels on my roof
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                • There's a company called Oklo (OKLO) commercializing small-modular nuclear reactors (SMRs) to address the "AI-energy crisis." Oklo came out of Y-Combinator, and Sam Altman is an investor and former CoB.
                   
                  SMRs are the next revolution in energy, imo. They've solved a lot of the issues traditionally associated with large nuclear plants. The SMRs are liquid-metal cooled, cannot meltdown, and can also use nuclear waste products as fuel. Being small, and not requiring water, they can be built just about anywhere, which avoids the energy losses caused by long-distance transmission. They don't require large plants with massive infrastructure, personnel, or volumes of water.
                   
                  Oklo is currently in "pre-production" to build an SMR in Aurora, CO. Their plan is to build an infrastructure of geographically distributed SMRs and sell the electricity, rather than selling the SMRs as a product.
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                • The miracle of monopoly: want to spend a hundred billion on a tech bet? Just raise prices on your monopoly product. No problems (for the corporations).
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                  • the problem with playing Monopoly is that in the end the winner loses all while the other players are having fun in the kitchen and the parent's bedroom.
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                  • Palantir shouldn’t be building anything, it’s evil and Alex Karp thinking he’s doing good is delusional. Just my opinion but building a surveillance state is wrong and creepy.
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                    • Stargate will be built before the burnt out houses and schools of Malibu.
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                      • Sad but true. The Stargate webpage states: "The buildout is currently underway, starting in Texas"
                        I'm unaware of ANY plans to build mega-data centers in Calif.
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                        • California would never allow mega-data centers.
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                      • Anti-trust law is obsolete and needs to go away forever. Imagine what America would look like if the Trustbusters put their thumbs on Rockefeller or Carnegie or Ford a few decades earlier. Hello North Argentina.
                         
                        The idea that a government employee (or a Texas history professor), whose only thoughts of the future circle around their defined benefit pension, is qualified to set policy for trillion-dollar fast-moving high-tech companies, is ridiculous.
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                        • I recall an incident in the history of railroad expansion when there was great variation in the freight charges depending on what section of the railroad you were on because different little companies owned different sections.
                          There was one little company that owned the ONLY section of track connecting to two other track sections that charged incredibly high free fees because they were the ONLY choice. Free-market capitalism, you know.
                          Some rich railroad magnate came along and bought every single little company. And adjusted all those rates to just ONE rate.
                          To the incredibly high fee.
                          And that's monopoly capitalism.
                          (Edited)
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                          • well, they did break up Rockefeller’s Standard Oil monopoly, but because he still owned shares of the individual companies it made him even more wealthy,
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                          • One takeaway is that economic growth has always required large amounts of energy. Prior to the large scale use of coal there was almost no economic growth.
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                            • Prosperity requires source of cheap energy and an efficient willing workforce.
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                            • Silicone Valley is used to think about only valuations. Return on infrastructure investment is unknown to them, and if they can't sell the AI based products to businesses and consumers in droves, they will have to relearn Econ 101.
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                              • "The striking thing about these companies is compared with their wealth, how few people they employ"
                                 
                                I was thinking same as I read the article. That $3B data center for Microsoft may only support 50 local jobs where it is....at most. Most of those working to manage it will be remote, and they will earn the big bucks.
                                I have a friend who just got a job with Nvidia doing the same garden variety IT work I do. She said she got a huge salary increase just because it's Nvidia and they pay way more for everything.
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                                • Apple and Nvidia are on average, the highest compensations in Calif technology. Amazon & Facebook not too far behind.
                                  Mid-level managers with as few as 5 direct reports, mid-$300K base salaries. Then add in bonuses, RSUs, mega-backdoor Roth 401Ks, and one should "make hay while the sun shines", because this bubble is not going to last.
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                                • Energy is the new frontier. These new giants of industry are the best candidates to develop the frontier. They have a president in office that seems interested in the same goals. so let’s get going and do it.
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                                  • Just a reminder that every dominating industry, and its infamous titans, have their era and then fade away. In the heyday of railroad development it was The Most Important Thing. Communities, companies, and banks rose or failed depending on when and where tracks got laid, and how deals were made. But now railroads, which do a critical job in freight transport, seldom enter most people's minds.
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                                    • the 2010s era "move fast and break things" reminds me of Elizabeth Holmes and her blood-testing company Theranos. She moved fast - too fast - and certainly did break things.
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                                      • In high tech there is a saying: "Fake it, until you can make it."
                                        (Edited)
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                                        • yeah, she “made it” - a blood testing device - but it didn’t work!
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                                          • She got the "fake it" part down pat. The problem was she could never make the "real" thing.
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                                      • This is great, but we would see a lot more of it if we outlawed stock buybacks for public companies. The conventional wisdom over the past 15 years has been to buyback stock, instead of investing. This is what led to the CHIPS and Science Act of 2022. Intel and other US semiconductor companies were buying back stock instead of building new state-of-the-art semiconductor fabrication plants. Then, when they realized they had fallen behind, they hired lobbyists to lobby Congress for funding to help compete with China, because, we were told, in the event China invaded Taiwan, we wouldn't be able to get GPUs that aren't made in America. Hoodwinked again, America. Now those state-of-the-art semiconductor fabrication plants are being built with taxpayer money. Democrats and Republicans, both, fell for this con. But at least Democrats insisted that the companies who took the money couldn't buy back stock, which caused the problem in the first place.
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                                        • All that cash has to be spent somewhere. I would like to have the article report on which companies are on the receiving end of doing the build out.
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                                          • The claim that "Capex spending for AI contributed to more growth in the U.S. economy in the past two quarters than all of consumer spending" is at least misleading, and arguably false. Consumer spending accounts for about 68% of GDP and non-residential investment accounts for about 13.7%. So while spending might have been substantial, as the graph shows, $175 billion is more than a drop in the bucket, but not much more.
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                                            • The keyword here is "growth". Consumers are tightening up nownso maybe even had negative growth. Media companies like WSJ purposely interpret data in such a way to favor the rich in order to get government handouts.
                                               
                                              If everyone knows the biggest driver of the US economy is people like you and me...no one would approve of big oil, farmers, defense getting billions of dollars of tax payer (our) money because we would prefer to grow consumer spending instead.
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                                            • Meta should invest capital in customer service. As things stand, Meta has no phone number, no email, and no other reasonable means for a customer to receive support.
                                               
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                                              • Add Comcast and ATT to that list. Companies get more profitable, and customer service gets pushed into the gutter.
                                                 
                                                If the cost to acquire a new customer is greater than the cost to keep an existing customer, then why are incentives only provided to new customers?
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                                                • Their customers are companies selling pillows, drugs, and travels. We are the raw materials being processed.
                                                  (Edited)
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                                                • The Trump administration appears to be doing everything possible to help advance American Technology and Energy. That is a good thing.
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                                                  • You mean cutting off all the research grants to our major universities??? That is so helpful. /s
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                                                    • Everything you see today is from the results of 4 years of Buden, not 6 months of Trump. These kind of innovation don't happen over night and anyone who believes so is kidding themselves.
                                                       
                                                      Biden's CHIP act in 2022, for example, put America back on the map. But I know Trump and his supporters will take credit for it, just as he tried to blame Biden for appointing Powell when it was Trump.
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                                                      • What we see today is a result of the private sector, not Washington. It's just mindless to say that "Everything you see today" was a result of Washington.
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                                                      • Pardon my gagging but the reality is 180º opposite of your claim.
                                                         
                                                        The Orangeman still lives in the 1970's - or earlier. WWE, the Mob and multiple bankruptcies that other people pay for are his business acumen.
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                                                        • Democrats are at their lowest point in 35 years because they can't get over their hatred of Trump. That and their hard left turn to progressive ideology.
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                                                          • What's it like to gag for a decade?
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                                                            • How about decades? I've known about Orangman's antics wanna-be "B" celebrity and cheating and bankruptcies since the 1980's. Now desperate Americans think he's wonderful?
                                                               
                                                              Gag. The 1st way to MAGA is to get rid of Orangeman and his useful idiots ASAP. Trump is the opposite of what the Founders envisioned for the country as we left behind a king.
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                                                          • No, they passed a bizarre tax on solar energy investment. China has outrageous excess of electricity due to cheap and plentiful solar and battery infrastructure. Meanwhile, hyperscalers literally have to build their own private, inefficient natural gas plants to power these data centers.
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                                                            • Here's the electrical generation mix in China:
                                                               
                                                              • Coal (thermal): ~58 % of total electricity generation
                                                              • Natural gas & oil: ~3 % from gas; oil is negligible
                                                              • Hydropower: ~13 %
                                                              • Solar (PV): ~8 % (records indicated up to 12 % in May, but annual average around 8%)
                                                              • Nuclear: ~4–5 %
                                                              • Bioenergy & waste: ~2 %
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                                                              • If solar energy, for that matter, any energy is so good why does it need tax incentives?
                                                                 
                                                                You missed the point that China is bring on a large number of coal fired plans to provide their electrical needs. This is more likely why they have an "outrageous excess of electricity".
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                                                                • What is contradictory about the statement? China has a surplus of energy and they are bringing even more online.
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                                                                • China is also adding about 2 new coal plants per week. They are doing this because it's a cheaper, more stable option than solar and wind.
                                                                   
                                                                  As to companies having their own power plants - what's wrong with that? Also, how is that any different from companies building their own roads to their plants - which has been a fairly common practice in the US for 100+ years.
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                                                                  • China is now deploying renewable capacity at a faster rate than thermal capacity. I’m not saying we shouldn’t build NG energy generation, but intentionally slowing solar is extremely dumb.
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                                                                  • How is natural gas inefficient?
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                                                                    • Making electricity out of it is only 40% efficient.
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                                                                • While AI maybe the next Steel Mill, AI has got to have pathways for data in and out like rail roads. The main way this will get to the endpoints will be via 5G New Radio for the last mile. I've recently moved from Satellite to T Mobil home internet. I'm in a low-density area while Fiber runs right across my property ATT won't give me access not even DSL and has let the copper infrastructure fail. What I've learned with 5G NR is I don't care about physical access. I've added infrastructure an outside antenna and modem/router from Chester Tech I can now adjust my bandwidth to my T-mobil tower to optimize download or upload and my latency is very good 40ms. I can have 600Mbs down and up to 40Mbs up with no data caps or throttling.
                                                                  The latest version 19 of New Radio will support an amazing variety of end point needs. I know of almost hundred-year-old refinery deploying NR to their legacy filled site, my electric meter allows me to do real time monitoring of my power consumption.
                                                                  5G & AI will change America in ways we can't even imagine yet!
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                                                                  • I’m pleased for your results, but it won’t scale as you suggest. 5G NR is at Shannon’s Limit, meaning no more modulation gains. Looking forward, it’s a brute-force game of spectrum, which is limited and expensive, power, which is regulated, and cell splitting. There is no free lunch.
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                                                                    • They are using phase shifting to put two streams on the same channel and the higher frequency have tremendous speeds low latency. I think you wrong about scaling look at the way they can provide internet in a stadium delivery video to tens of thousands of people.
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                                                                      • I am an RF engineer with decades working in the cellular industry and now run a thriving business doing network capacity, coverage, and throughput optimization. We work with carriers, semiconductor vendors, RF and antenna suppliers, along with 3GPP (for cellular) and IEEE (for WiFi). My engineers and I understand the technology, the physics, and the tradeoffs very well. Please stick with what you know.
                                                                        (Edited)
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                                                                    • Curious, Did you have Starlink? Could you not achieve similar with Starlink and not depend on a cellular provider for internet access? I am asking and not challenging your decisions at all...please explain as I am currently evaluating moving away from cable internet. Thanks
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                                                                      • I get more bandwidth and better latency less money
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                                                                      • 5G is a myth, and a scam. Try making a cell phone call from anywhere in northern NJ to say, Princeton...it's a joke.
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