The Circuit
Everything else on this site measures one organ. The Circuit connects them. The AI build-out is a single loop of capital — it enters as hyperscaler capex, is built into physical capacity through the supply chain, must be paid back by the industries adopting it, and is priced by a market that may be ahead of or behind the truth. The whole question is whether that loop closes — whether the dollar comes back — before the clock on the financing runs out.
Hyperscaler capex and the debt and equity behind it. The fastest clock.
→ Capex WatchPower, chips, memory, cooling, real estate turn dollars into compute.
→ Industries · the ringsWhere capacity must become productivity and revenue. The slow clock.
→ Industry viewsWhat price assumes against what the filings actually show.
→ The divergence gaugeThe loop closes when the return at stage 3 justifies the capital at stage 1 — before stage 4 reprices it.
The return is real and broad — 19 of 31 industries we map show demonstrated AI ROI, and adoption sits near 69 of 100. But it stays partial against a $500B+ build-out, much of it vendor revenue rather than net new productivity, and the market has priced even further ahead — the divergence just hit a record +4.06. Broad payoff, real but not yet enough, and price running past it. The circuit is stretching.
The three regimes
The connected view doesn't presume a crash. It tells you which of three states the circuit is in — and updates as the metrics move.
Payoff-coverage rising, divergence narrowing, recycling falling. The return is arriving; the bubble case weakens.
Cost compounding, payoff flat, divergence widening, recycling high. The spend outruns the return, and the financing clock matters more each quarter.
A repricing hits before the return arrives, and fragility propagates outward through the rings into the demand industries.
The Circuit Report
A short, recurring read of which vital sign moved and what it means for the one question. Newest at the top.
The market-vs-ground-truth gap blew out to +4.06 in 2026 Q2 — its widest reading on record — as the market signal spiked to +2.83 while ground-truth fell to −1.23. Price is pulling away from the fundamentals exactly as the build-out's recycling holds near 26×, and adoption, though broad at 69 of 100, stays penetration rather than profit. None of the other three gauges moved to justify the re-rating. The circuit reads stretching — harder than last quarter.
What to watch whether the late-July hyperscaler filings — Microsoft's year-end 10-K first — close the gap with real return, or widen it with more capex. The Earnings Desk is on it.
Trace it end-to-end in the deep dive: The First Dollar →
How it connects
The Circuit isn't new data — it's the wiring. Each surface you've already got measures one stage; read together, they answer the one question.
The Circuit in four parts