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Animal Spirits: The Best Bear Case on AI

The Wall Street Journal reports that Big Tech's AI spending is $3 trillion higher than it appears, according to a new analysis. The figure accounts for hidden costs such as depreciation, equity-based compensation, and power consumption, which are often excluded from reported capital expenditures. This discrepancy suggests that the true scale of AI investment is significantly larger than publicly disclosed, raising concerns about the sustainability of these spending levels.

read3 min views1 publishedAug 19, 2026
Animal Spirits: The Best Bear Case on AI
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Today’s Animal Spirits is brought to you by YCharts and Vanguard**:** #

On today’s show, we discuss: #

Now THIS is a Bull MarketGen Z Is Moving Money From Stocks to Sports Betting in Wealth PlansBetterment Retail Investor Survey 2026Wealth Management Has a $3 Trillion Problem: Investors Are Keeping Too Much CashLong TIPS Yield 3%. Time to Buy?The Dating Scene That’s Suddenly Dominated by Chip NerdsWhy Big Tech’s AI Spending Is $3 Trillion Higher Than It SeemsBosses Horrified as “AI Native” College Graduates Hit the WorkplaceRenting at Age 39? It’s a Perfectly Rational Financial ChoiceThe Father of the 401(k) Has a New Savings PlanA 401(k) Is the Best Retirement Plan, Despite Its Inventor’s DoubtsTo Understand the US Economy, Just Board an AirplaneThe Lakers’ Owner Needed Cash. Then Came a $12.5 Billion Offer to Buy the Team.America’s Mortgage King Lost $600 Million and Needed a Rescue

Listen here: #

Charts: #

Tweets/BlueSky: #

Global bond markets have caught on fire. The most notable spike in long-term yields is happening for the US and France, but at this point the rise in long-term yields is truly a global phenomenon. Reckless fiscal policy is catching up with governments…

[https://t.co/GRXneqxjUD][pic.twitter.com/WQ1wF8lRmW]— Robin Brooks (@robin_j_brooks)

[August 18, 2026]

What is true is that an individual trader, going up against pros will have a hard time outperforming the index. But unless you are managing other people’s money, I’ve never understood why this is a particularly important thing to care about.

— Joe Weisenthal (@TheStalwart)

[August 13, 2026]

If you look at the last 3 years of AI progress, technologists have largely been right about the (massive) increase in capabilities, and economists have largely been right about the economic impact. I don’t expect that to change.

Ricardian comparative advantage ftw!

— Alex Imas (@alexolegimas)

[August 14, 2026]

Wild, wild stuff: Filing to register 32 ETFs tied to each NHL franchise. Each ETF will invest in futures contracts tied to the CME FSPI index for the team concerned. The index measures 'cumulative team performance'. Example description shown.

[https://t.co/UWOOx5NX4L][pic.twitter.com/VAMeBxWVde]— Jeffrey Ptak (@syouth1)

[August 14, 2026]

Recommendations: #

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*Nothing in this blog constitutes investment advice, performance data or any recommendation that any particular security, portfolio of securities, transaction or investment strategy is suitable for any specific person. Any mention of a particular security and related performance data is not a recommendation to buy or sell that security. Any opinions expressed herein do not constitute or imply endorsement, sponsorship, or recommendation by Ritholtz Wealth Management or its employees. *

The Compound, Inc., an affiliate of Ritholtz Wealth Management, received compensation from the sponsor of this advertisement. Inclusion of such advertisements does not constitute or imply endorsement, sponsorship or recommendation thereof, or any affiliation therewith, by the Content Creator or by Ritholtz Wealth Management or any of its employees. Investing in speculative securities involves the risk of loss. Nothing on this website should be construed as, and may not be used in connection with, an offer to sell, or a solicitation of an offer to buy or hold, an interest in any security or investment product.

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