The core thesis

AI revenues, valuations, financing capacity, procurement budgets, and public-infrastructure costs are concentrating in a loop — recycling through a small set of infrastructure, finance, model, workflow, and public-sector intermediaries. The same names keep showing up on every side.

The loop, at a glance

The money goes in a circle.

Follow the relationships around the ring. Investors and chipmakers fund the labs; the labs spend it right back on those same chips and clouds; the profit and soaring valuations land on the same few balance sheets — which fund the next lap. Click any stage to filter every chart below to it.

1 Investors — and the chipmakers themselves — fund the labs.

How to read itThe outer ring is the money's path — it flows one direction, all the way around. The ⇄ arcs across the middle are the round-trip deals: a chipmaker, cloud, or investor on both ends, so financing and procurement connect the same firms (that's why the arrows point both ways). Each numbered arc matches a deal on the right.

This is a map of recurring relationship patterns — not a literal accounting trace of one dollar through bank accounts. And it doesn't stop at company balance sheets: the same buildout pushes into power planning, utility tariffs, water, tax incentives and public procurement.

Quoted criticism · one expert's words, not this dashboard's legal finding “Circular deals” in the AI industry — with accounting that, the expert said, earlier eras would have called “borderline fraudulent.” Eric Ries, startup-governance expert, to The New Yorker (Farrow & Marantz), 2026 reported Read the reporting →

What's crazy about this?

The same names keep changing costume.

A normal company raises money, buys infrastructure, sells a product, and waits for revenue to come back. The AI build-out is stranger: the same dollar can pass through several balance sheets that are already tied together. A lab raises strategic capital, then spends it right back on chips, cloud, power and distribution — and the suppliers' revenue, rising valuations and now-financeable contracts help fund the next lap. Across the stack, one small group plays investor, supplier, customer, landlord, lender and government vendor at the same time.

Supplier becomes investorA chip or cloud supplier also finances the customer that buys its infrastructure — so the sale and the funding sit on the same desk.

Contract becomes collateralGPU fleets, cloud commitments and data-center leases are increasingly treated like financeable assets — debt gets raised against the promise to buy compute.

Public systems get pulled inUtilities, regulators, government procurement, ratepayers, water systems and defense channels all become part of the buildout's cost base.

Workflow becomes captureOnce the models sit inside legal, coding, enterprise, government, browser and search tools, distribution turns into a control layer.

To be clear: this doesn't mean any deal is fake, or that one company secretly owns another. The claim is narrower and documentable — a small set of clouds, chipmakers, labs, financiers, data-center owners, government channels and workflow platforms repeatedly show up on multiple sides of the same system. The numbers below are not one audited spending total: they blend investments, contracts, cloud commitments, debt, financing, valuations, capex, procurement ceilings and power capacity. Use the filters to separate confirmed from reported, planned, alleged, or watchlist.

Start here · three clearest loops

Each loop filters every chart and the source rows below. Start with one, then open the table to read the receipts.

OCTOBER RESEARCH INTEGRATED663 proposals reconciled · 449 new public records · 123 linked updates

Coverage through October 20. W2 (July 20–August 11) is missing. Context and unresolved leads are kept separate; source checks were targeted. Review notes ↗

Full register ↓

Evidence overview

Record counts summarize this view. Amounts retain their individual type and stage; no mixed-dollar grand total is calculated.

Static crawler fallback

Plain-HTML receipt summary

Download CSV Top rows

1,978 public evidence records from 2,400 preserved records. Amounts retain their source type and stage; no dollar grand total is calculated. Research coverage ends October 20, with W2 missing.

Public evidenceevidence records1,978

New researchevidence records449

Linked updatesevidence records123

Context / correctionsevidence records224

Unresolved leadsevidence records75

Preserved recordsevidence records2,400

Optional — narrow the evidence Everything below already shows; use these only to drill into one entity, claim level, or dollar size. Hit Reset filters anytime.

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Current view Default public view: 1,978 source-labeled receipts, with watchlist and caveat rows separated from the main view.

Capital loop network graph

View Cluster by HighMedLowImported

Who connects to whomThe same deals as the ring — here as a web. Bigger bubble = a company in more deals; gold tags = record counts. Click any company to filter everything. Thick line ≠ cash flow — it means recurring evidence records between those entities.

Capital flow lane map

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The loop, unrolled Same circle, laid flat: money flows left → right through the stages, then the dashed arc loops it back to fund the next round. Click any box or band to filter. Lanes are evidence classifications, not audited transaction paths.

Evidence records in lane map1,978 records

Top flowSee the current source records

Counterweights & caveats

Not every record screams the same way. These views surface the softer, contested and pushback evidence — the page is not trying to make every row mean the same thing. Click to read them.

Selected view breakdown

Source and evidence table

1,978 matching

Receipt ladder · counts follow your filters and include hidden context / leads. Click a tier to filter.

Stable IDs preserve provenance. Demonstrated repeated events are linked as context; 123 update facts remain separate from new events. Amounts are individual source-labelled measures, never an aggregate cash-flow total. Click a row for its exact basis, stage, source links and verification limits.