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Thursday, November 5, 2026

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@convequity

Convequity on X

The $3T “hidden AI debt” number is not the story WSJ just put a headline on the shadow capex we’ve been tracking for a while. Purchase commitments + leases that have not started. Most of it never hits the balance sheet. The $3T is real. The interpretation is not. Add the explicit debt-like items on the books of $GOOGL $MSFT $META $AMZN and you get ~1.69x. Widen the definition to implicit / off-book instruments and it can balloon to 8.36x — approaching that $3T figure. That is the chart. It is not the economics. 1. Most of this is contract value, not a hard legal obligation to pay. A lot of it is pay-as-you-go. The commitments they actually have to fund already sit on the balance sheet. 2. The implicit load is shared. It is spread across financial players — private credit and equity — who are underwriting the build. Their IRRs are not insane. Current ROIC on this spend is still high. This is not a bubble from here. 3. AI ROIC can compress later. I would not be surprised. Near-term it is more likely to stay elevated or even rise. Compute is still short. Efficiency gains are raising, not lowering, the value of each incremental GPU-hour. 4. What the hyperscalers are actually doing: paying a bit more, accepting a slightly lower margin, and sharing a slice of the economics with investors who want the risk. That is risk offload, not hidden leverage. The cleaner setup is still the player that can keep building more capacity internally without leaning as hard on this structure. SpaceX is the extreme version of that. It also means more profit pass-through to the specialized GPU clouds sitting in the middle of this: $IREN $NBIS $CRWV and others. The $3T is a real number. Treating it as imminent balance-sheet stress is the wrong read. Pictures below are snapshots from our AI Bubble Barometer.
@AsifSuria 3 clicks

Asif Suria on X

As I was working through the insider transactions filed last week for our Insider Weekends article that we have published every Sunday for the last 16 years, these four buys from last Friday stood out to me: 💻 1. A rare insider purchase by Intel's CEO Lip Bu Tan, where he bought $10 million worth of stock after the recent pullback at an average price of $95.00. $INTC The last purchase before that was by the CFO David Zinsner who bought shares in January at an attractive price of $42.50 per share. Former CEO @PGelsinger did even better with his purchases in 2023 and 2024, the last of which were at an average price of $22.53. He is up 365% on that purchase. Lip Bu Tan previously purchased $2.5 million worth of Intel stock in November 2023 when he was the CEO of Cadence $CDNS and was an Intel board member. 🚗 2. A purchase by the Chief Accounting Officer of Valvoline $VVV at an average price of $33.20. While the size of the purchase was not large at about $50K, you don't frequently see purchases by Chief Accounting Officers. @ChrisPavese mentioned that Valvoline was a top contributor to the Broyhill Asset Management portfolio in Q1 2026. ☕️ 3. A purchase by a director of the coffee chain Dutch Bros $BROS where he picked up 2,000 shares at an average price of $51.56. He also purchased shares in May of this year at a slightly lower price. 🧑‍🎓 4. A purchase by a director of Universal Technical Institute $UTI at an average price of $25.94 after a massive drop in the stock last week. Competitor Lincoln Education Services $LINC was also down sharply and I remember liking the thesis for the business after attending a presentation at an investor conference a couple of years ago. Unfortunately I didn't act and buy stock right away. Lincoln is up over 50% over the last year and is up 365% over the last five years despite this recent pullback.

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