Is There Already Too Much AI Computing Power?

Summary

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WSJ What’s News — Is There Already Too Much AI Computing Power?

Date: July 2, 2026
Host: Luke Vargas
Episode Theme:
Exploring the global pullback in AI and tech stocks amid concerns that hyperscalers (large cloud providers) may have over-invested in AI computing infrastructure, the ripple effects on financial markets, and the mounting disruption AI brings to consulting, advertising, and the broader global workforce.

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Episode Overview

This episode tackles the big market and societal questions generated by the explosive growth—and potential overshooting—of AI investment. Amid a sharp worldwide selloff in AI and chip stocks, the hosts examine fears of oversupply in AI infrastructure, industry adaptation, and the emerging “secondhand market” for computing power as tech giants reassess the long-term profitability of relentless AI spending. The show also features deep dives into the impact of AI on consulting and advertising, including job market projections and shifting business models.

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Key Discussion Points & Insights

1. Global AI Stock Selloff & Excess Compute Concerns

• Trigger Events:

  • US and Asian tech stocks dropped sharply following reports Meta may enter the cloud business to sell excess AI computing power.
  • Korean regulators intervened as chip stocks (Kospi, Kosdaq) tumbled, reflecting investor anxiety over oversupply.
  • Concerns now abound that hyperscalers (the “Max 7”: leading US cloud/AI companies) are building beyond actual profitable demand.

• Secondhand Compute Market:

  • Sherry Queen (02:19): "This latest Meta report just really raises the question that what if hyperscalers are building more compute than they can use profitably?"
  • Sherry Queen (03:35): "Your analogy of a secondhand market is correct ... At first people were really bullish on the AI computing demand ... now the Meta thing just shows that maybe that's not the truth."

• Investment crowding:

  • Investors pouring into the same AI/semiconductor names, especially in North Asian markets, have created risk and amplified market reaction.

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2. Investor Skepticism and “AI Bubble” Warnings

• Michael Burry’s Big Short:
  • Financial crisis legend Michael Burry doubled down on bearish bets, suggesting the massive capital expenditures in AI are the “beginning of an end” for easy profits.
    • Luke Vargas (04:13): "Adding a note of caution...is financial crisis hero Michael Barry ... who's doubling down on bets that the hype around AI is souring."
  • Burry is shorting Tesla, Applied Materials, Nvidia, and a semiconductor ETF.

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3. Regulatory and Geopolitical Update

Non-AI Focus, Included for Context

• Google lost its largest-ever EU antitrust fine appeal ($4.5B for anticompetitive Android practices).

• Alibaba.com & US payments processor agreed to $600M fines for enabling illicit pharmaceutical sales into the US.

• DOJ settled with the three largest US egg providers over price collusion; 53 million eggs donated to food banks.

• Russia launched one of its heaviest missile barrages against Ukraine, as air defense shortages persist.

• Stephen Kalin, Kyiv correspondent (06:55):

  • “Missiles remain pretty difficult to intercept...Ukraine doesn’t have enough of the air defense systems...Russia’s been exploiting that weakness.”

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4. World's Top Economists & Central Bankers: AI, Jobs, & Recession Fears

• At a global conference in Sintra, Portugal, economic leaders worry that:
  • AI-driven job displacement could spike unemployment and damage consumer spending (08:30).
  • Debt, inflated stock valuations, and cyber vulnerabilities could tip the global economy into recession if the AI “boom” doesn’t result in promised gains.

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5. Case Study: Consulting Industry Disruption

• Mark Maurer, WSJ Reporter (09:10): AI automates classic “junior analyst” grunt work, threatening traditional billable hour models.
  • “AI is increasingly capable of automating a lot of this junior level work. It does it faster, it's more reliable. That's significantly cutting down on the hours it takes to perform some consulting projects.” (09:31)
• Business Model Shift:
  • Moving from hourly billing to fixed-fee or outcome-based pay creates new financial risks for consultancies.
    • “If a project takes way longer than expected, or...drags out, the firm could face major delays in getting paid.” (10:19)
  • Risk of reputational damage if automation leads to less rigorous quality checks.
• Innovation Incentives:
  • Firms like Elevate incentivize juniors to creatively integrate AI to boost productivity (11:03).

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6. AI and the Advertising Industry (“Madison Avenue”)

• Suzanne Vernica, WSJ Ad Reporter (11:38):
  • “You can now see that AI is definitely here and that is both good and bad for the business...Most CMOs think we're at this tipping point...not just about cost savings, but how do we get to a place where this improves the work and actually helps do things creatively that one could never have done without these tools.”
• Key Themes:
  • Fear vs. Embrace: Copyright, creative disruption, and existential dread.
  • C-Suite Pressure: Do more with less, and achieve creative tasks previously impossible.
• Agentic Advertising & Machine-to-Machine Commerce:
  • Chatbot-driven search will change how brands ‘sell’ to bots, not humans.
    • “...the big question: after years of these advertising agencies figuring out, hey, how do I talk to humans? How do you now convince a chatbot to buy your product?” (12:46)
  • Machine-to-machine (‘agentic’) automated ad buying is on the horizon, but consumer behavior lags.
• Market Impact:
  • Generative search ad revenue forecast: $5B in 2026 → $100B by 2030.
  • Job impact: WPP alone will cut hundreds of jobs after 10,000 last year.

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Notable Quotes & Memorable Moments

• On AI Oversupply & Compute Markets:

  • Sherry Queen (02:19):
    “...what if hyperscalers are building more compute than they can use profitably?”
  • Sherry Queen (03:35):
    “Your analogy of a secondhand market is correct...now the Meta thing just shows that maybe that's not the truth.”
  • Luke Vargas (03:22):
    "It almost sounds like there's a secondhand market opening up..."

• On Consulting Industry Disruption:

  • Mark Maurer (09:31):
    "AI is increasingly capable of automating a lot of this junior level work. It does it faster, it's more reliable."

• On Advertising's ‘Tipping Point’:

  • Suzanne Vernica (11:38):
    "You can now see that AI is definitely here and that is both good and bad for the business...Most CMOs think...it’s not just about cost savings, but how do we get to a place where this improves the work and actually helps do things creatively that one could never have done without these tools."
  • Suzanne Vernica (12:46):
    “After years of these advertising agencies figuring out, hey, how do I talk to humans? How do you now convince a chatbot to buy your product?”

• On Economic Risks:

  • Luke Vargas (08:30):
    "...some are highlighting its productivity potential, many officials are warning that high debt, stretched stock valuations and cyber vulnerabilities could tip economies into a recession."

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Important Segment Timestamps

• 00:33 — Luke Vargas outlines episode: AI stock selloff, job impacts in advertising
• 02:19 — Sherry Queen: AI hyperscaler oversupply concerns emerge
• 04:13 — Michael Burry’s ‘Big Short’ on AI bubble and chip stocks
• 06:55 — Stephen Kalin: Russian missile barrage, Ukraine air defense
• 08:30 — Sintra summit: world economists debate AI’s economic risks
• 09:10–11:03 — Mark Maurer: AI’s impact on consulting business models
• 11:38–12:46 — Suzanne Vernica: AI transformation of advertising and creative industries
• 13:26 — WPP, industry job cuts, and financial impact of generative AI ads

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Takeaway

This episode of WSJ What’s News delivers a snapshot of a world grappling with the realities of AI’s breakneck expansion—where sky-high investment meets the mounting risk of oversupply, and where traditional white-collar industries are forced to reinvent as AI disrupts jobs, value chains, and market expectations.

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Transcript

[Meta Representative]

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[Luke Vargas]

AI stocks sell off worldwide ahead of US jobs data plus we'll catch up with our advertising editor to hear about the technological tumult facing the industry and its workforce.

[Suzanne Vernica]

You have the creative agencies thinking they're going to be disintermediated. Now you have the buying agencies that are all sitting around saying, oh my God, you know, programmatic automated ad buying. We thought that was a hurdle. Now we're thinking machines are going to talk to machines and do all this work.

[Luke Vargas]

And Russia strikes back against Ukraine with one of its largest missile barrages since the start of the war. It's Thursday, July 2nd. I'm Luke Vargas for the Wall Street Journal and here is the AM edition of what's news, the top headlines and business stories moving your world Today US Stock futures are in the red as we near the end of a shortened trading week and ahead of a closely watched June jobs report due out at 8:30am Eastern. Investors are bracing for potentially strong hiring numbers that could raise the odds that the Fed may need to raise interest rates the short term. Meanwhile, yesterday's tech stock slump carried over to Asia overnight, triggering a pullback in the Nikkei and leading regulators in Korea to once again step in to calm trading during another sell off in the country's chip stocks. Korea's benchmark Kospi index closed the day down almost 8%, while the tech heavy Kosdaq, where trading was briefly halted, ended the session off around 7%. One trigger of the pullback both in Korea and among some AI focused cloud providers in the US with report that Meta planned to enter the cloud business to sell excess AI computing power. That caused Meta stock to jump off hours, but reporter Sherry Queen in Singapore told me that it raised alarm elsewhere.

[Sherry Queen]

So there have been a lot of fears about AI overspending by the Max 7 and when these companies will produce a return on that investment. The AI rally is really built on the belief that there is infinite demand and sustained supply shortage. This latest Meta report just really raises the question that what if hyperscalers are building more compute than they can use profitably? One analyst just told me that hyperscalers now may be preparing for a world where they have to monetize excess capacity rather than just keep building and keep spending at any price. Another reason what has driven the heavy tech losses is because AI trade positioning is getting really crowded. Investors are pouring money into the exact same stocks, the Max 7, the hyperscalers, the Asian semiconductor companies. And these concerns are especially amplified in North Asian markets, particularly South Korea.

[Luke Vargas]

Just on the compute situation here, Sherry, it almost sounds like there's a secondhand market opening up for a product that previously people or corporations were only buying new at tag, shall we say?

[Sherry Queen]

Yeah, I think your analogy of a secondhand market is correct. So at first people were really bullish on the AI computing demand and with the AI infrastructure builders in Asia couldn't catch up with demand. They think we have to build more and more and now the methane just shows that maybe that's not the truth. Will the hyperscalers still face supply constraints and in the short term they may not last forever and the infrastructure builders need to prepare for that. And investors are just a step ahead. They are trying to hedge that risk.

[Luke Vargas]

That was the Journal's Sherry Queen in Singapore. And adding a note of caution to the AI buildout this week is financial crisis hero Michael Barry of the Big Short fame, who's doubling down on bets that the hype around AI is souring. Since last year, he's taken bearish bets on the likes of Tesla chip maker Applied Mater Materials and an ETF tracking semiconductor makers. And following Samsung and SK Hynix's announcement this week of plans to invest more than a half a trillion dollars into a new AI chip hub, he wrote on Substack that I see that as the beginning of an end. Barry has also added to a months long short of Nvidia. Barry and the companies he said he's shorting didn't return requests for comment. After years of battling with the European Union, Alphabet's Google has lost a bid to overturn its biggest ever EU antitrust fine. The EU's Court of Justice this morning upheld the more than $4.5 billion fine, which was levied after regulators alleged that Google unfairly used its dominance to make sure that traffic on Android devices went to its own search engine. Back in the U.S. alibaba and a U.S. based payments processor have agreed to pay $600 million to settle DOJ allegations that they allowed merchants to sell and import illegal pharmac, pharmaceuticals and other restricted items into the US the operator of Chinese e commerce site Alibaba.com admitted that it failed to prevent around 80,000 sales from merchants between 2016 and 2024, undercover law enforcement officials found they were able to buy contraband pharmaceuticals and counterfeiting equipment on dozens of occasions. Meanwhile, the DOJ and 17 states have reached settlements with three major egg providers to resolve allegations that they illegally colluded for inflate prices, including when eggs hit record highs last year. Neither Cal Main Foods, Versova or Hickman's Egg Ranch admitted wrongdoing, but under the settlements, they're on the hook for $3.3 million to be paid to the states and 53 million eggs, which will be donated to food banks and nonprofits. Massive Russian strikes have pounded Kyiv and other Ukrainian cities, killing at least 13 people and wounding dozens more. As we've reported in recent follows weeks of Ukrainian strikes on crucial oil refineries and military sites deep within Russian territory. Foreign correspondent Stephen Kalin says that Russia's retaliation is one of the largest since the war began and included striking Ukraine hard with long range missiles.

[Stephen Kalin]

Missiles remain pretty difficult to intercept and a large part of that is that Ukraine doesn't have enough of the air defense systems and particularly the interceptors used in those systems to strike down those missiles. They've been asking the US and other allies, allies around the world to provide them with more, but they've not received enough. And Russia's been exploiting that weakness. While it faces setbacks on the battlefield, it hasn't really been making many advances. And Ukraine has been more successful at striking more deeply into Russian territory.

[Luke Vargas]

President Vladimir Putin recently reiterated demands tantamount to Ukraine's subjugation, giving no indication that he's prepared to end its invasion of Ukraine, which is now in its fifth year. Coming up with the world's top economist sounding the alarm on artificial intelligence, we'll look at how the consulting and advertising industries are trying to adapt and make the most of AI in the process. That's after the break.

[Steve Booth]

I'm Steve Booth, CEO of Baird, an independent wealth asset management and global capital markets firm. At Baird, our 5,000 plus employees are united by an unwavering commitment to excellence and a genuine passion for helping our clients and each other succeed. As a privately held, truly employee owned company, we treasure our independence since we can focus on delivering results to clients and taking care of our people throughout the cycles in our served markets. Learn [e-mail] WSJ.

[Luke Vargas]

We turn now to Sintra in Portugal, where the world's top central bankers and economists have been gathering this week. And one question dominating discussions there Is artificial intelligence a boon or a threat to the global economy. While some are highlighting its productivity potential, many officials are warning that high debt, stretched stock valuations and cyber vulnerabilities could tip economies into a recession. With almost every industry adopting AI, policymakers warn that if the technology is widely successful, the resulting job displacement could spike unemployment and cripple consumer spending. As our Daniel Bach reports, one industry

[Mark Maurer]

grappling with how AI will impact their bottom line is consulting. For years, consulting firms have relied on armies of junior analysts to do things like crunch data, build decks, and take care of a lot of tedious research. That bedrock work allowed senior partners to rake in the profits. Thanks to billable hours, AI is increasingly

capable of automating a lot of this junior level work. It does it faster, it's more reliable. That's significantly cutting down on the hours it takes to perform some consulting projects.

That's Journal reporter Mark Maurer, who says the consulting industry has long been debating how to improve or jettison the hourly billing model, something AI is now accelerating. But Mark says with a shift in pay models, there are new risks.

Firms have primarily focused on two alternatives to the hourly model. One is fixed fitness. The other option has been outcome based pricing. That generally means consultants get paid if they achieve certain metrics for the client. And these are metrics that are mutually agreed upon between the two parties.

But Mark says with a shift in pay models, there are new risks.

There's the risk that the firm will have to absorb the costs of working for free. If a project takes way longer than expected, or if a project drags out for a while, the firm could face major delays in getting paid. GPT0, which is an AI detection platform, has uncovered some of these examples. I spoke to the CEO who noted that the shift toward fixed fee and value based billing, as he puts it, considerable pressure on consultancies to produce more output. And if that that comes at the expense of fact checking or certain things that they relying on AI to do that could result in reputational damage for the firms.

Still, some firms are embracing the new pay models. Elevate is one example. The AI native accounting firm is offering financial incentives to junior employees to get creative and find ways to integrate AI into their workflows. And speaking of creatives, Madison Avenue is already all in on artificial intelligence. Journal advertising reporter Suzanne Vernica recently returned from the Cannes lion ad festival in the south of France and says that fueled conversations between industry execs about the technology were filled with a mix of excitement, dread and of course, how to do more and pay less.

[Suzanne Vernica]

You can now see that AI is definitely here and that is both good and bad for the business. There's lots of fear still about copyright infringements and different things, but clearly now we can see clients, marketers, agencies. This is go time, right? Like creative is definitely being rewritten and using these tools pretty aggressively. CMOs, tell me it's all about the pressure in the C suite. How do I do more with less money? Most CMOs think is we're at this now tipping point where it's not just about cost savings, but how do we get to a place where this improves the work and actually helps do things creatively that one could never have done without these tools.

[Mark Maurer]

AI of course, already plays a huge role in the ad business. Google, Meta and Amazon currently control almost 2/3 of US ad revenue. Where agencies have already had to adapt, restructure and invest in getting ads in front of app users and where marketing meetings used to be about SEO on Google. Suzanne says brands and agencies are still trying to navigate chatbot driven search and how to be included in AI generated summaries.

[Suzanne Vernica]

The other big area was the rise of agentic, right? Everybody thinks we're going to outsource all of our purchasing to these chatbots and then the big question will be after years of these advertising agencies figuring out, hey, how do I talk to humans? How do you now convince a chatbot to buy your product? The other side of this is this idea of agentic machine to machine ad buying. We are nowhere near this yet and obviously consumer behavior is really going to have to catch up now to the technology that's out there. But it's coming for sure and it's something every brand and agency is trying to learn and figure out how to navigate.

[Luke Vargas]

According to advertising giant WPP Media, global revenue from generative search ads are projected to hit about $5 billion this year and top 100 billion by 2030. As to how the AI shift will impact jobs and the economy. WPP plans to cut hundreds of jobs in the coming months after slashing nearly 10,000 positions last year. Investors also aren't sure, with shares in rival kublisis down about 2% over the past year. And that's it for what's news for this Thursday morning. Today's show was produced by Hattie Moyer and Daniel Bach. Our supervising producer is Sandra Kilhoff. And I'm Luke Vargas for the Wall Street Journal. We will be back tonight with a new show.

Until then, thanks for listening.

[Charles Schwab Announcer]

This episode is brought to you by Charles Schwab. Decisions made in Washington can affect your portfolio every day. But what policy changes should investors be watching? Washington Wise is an original podcast from Charles Schwab that unpacks the stories making news in Washington right now and how they may affect your finances and portfolio. [e-mail] WashingtonWise.