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Circular Deal Network

Who is actually paying whom in AI?

· 2026· research + build· preprint
visit
OpenAINVIDIAMicrosoft
01· the problem

The biggest deals in AI — chip orders, infrastructure commitments, equity stakes — flow back through the same handful of companies. From the outside it looks like industry growth; from inside it can look like capital that returns to its source. We wanted to quantify that.

02· the approach

Built a force-directed graph of 28 companies and 90 deals, scored every cycle by length and dollar weight, and surfaced the most circular structures. NVIDIA centers as the highest-degree hub; OpenAI and Microsoft anchor the strongest bidirectional cycles. Three scores summarize each node: Loop, Cycle, Hub.

03· what shipped

The paper is up on SSRN. The graph is the deliverable — the structure tells the story faster than the prose can.

deals analyzed
90
companies mapped
28
circular structures
188
04· stack
  • Python
  • NetworkX
  • D3
  • Next.js
  • Vercel
05· what's next

Quarterly updates as new deals close. The conclusion isn't the headline — it's the trend line.

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