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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.

Investor Letters

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Uber: The Aggregator on Trial

Uber's $193 billion in gross bookings and $10 billion in free cash flow contrast with modest stock gains as autonomous vehicles and…

DASH $81B
MBI Deep Dives 2 clicks

Hindsight Capital

Hindsight Capital tests crisis-era investment decisions using anonymized company financials, including TransDigm, Halma and Texas Pacific…

TDG $60BTPL $23B
Rebound Capital 6 clicks

The Brookfield Moat Masterclass

Brookfield’s BN, BAM, BIP, BEP and BBUC span asset management, infrastructure, renewables and private equity, with BN valued at a 15–20%…

BN $82B
Brad Thomas
CBOE · long

Cboe Global Markets INC

Cboe Global Markets trades near $232, with a roughly $24.3 billion market cap, net cash and a 16-17x forward P/E.

CBOE $29B
Value Investors Club 3 clicks

Reddit: DCF Valuation

Reddit’s DCF values shares at $225, driven by international ARPU expansion from $2.2 to $8.3 by 2035 and 38% operating margins.

RDDT $28B
Hated Moats 7 clicks

TSOH Weekly Roundup (09/25/2026)

TSOH Weekly Roundup covers Ralph Lauren’s $1 billion distribution pullback, Peloton’s $2,195 foldable treadmill and $800 million…

RL $21B
TSOH Investment Research 5 clicks

CoreWeave, Inc (CRWV)

CoreWeave funds GPU data-center expansion with debt backed by $104 billion in contracted revenue, while GPU cloud rentals generate roughly…

CRWV $49B
SixSigmaCapital: Navigating the Financial Markets 9 clicks

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