Independent research & opinion. Gradings are automated / LLM-assisted and may contain errors or hallucinations; nothing here is a statement of fact, financial advice, or an accusation of wrongdoing by any party. Claims about identifiable people or organizations reflect public records + good-faith interpretation; intent is not inferred from association. Methodology & disclaimer.

Bubble Map

the AI capital loop, as a graph · drag bubbles · scroll to zoom · click a bubble to focus its network · hover an edge for the deal
AI coreCapital / creditCryptoDefense / securityState / regulatorCommodities / energyIdentity / telecomMacro / dataPQC / quantumPersonInfra / otherAcademiaNonprofits / foundationsElite / billionaires
Click a legend colour to isolate a sector.
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1980 entities · 3130 edges · gold ring = the circular core (Tarjan SCC) · solid = financial flow, dashed = structural/overlay · red = declared circular
Rendering graph…
laying out ~1.9k nodes - one moment