Why we aren't in an AI bubble - TL;DR
The end goal is AI governance (technocracy).
Suppose you want to continuously cover meaningful signals across ~8 billion people + critical infrastructure.
After edge filtering you still ingest, say, 10–100 events/person/day (payments, travel gates, high-salience comms, checkpoints, high-risk Internet of Things). Call it 10¹¹–10¹² events/day into regional fusion.
For AI governance, demand for AI/HPC is effectively insatiable for a decade.
The crazy CapEx you hear about is a state capacity build.
CapEx is converging on governable AI: identity, provenance, audit, lineage, rollback, simulation. That's a decade of insatiable, constraint-bound demand.
There is no bubble in the power-packaging-High Bandwidth Memory-identity-provenance stack demanded by AI governance. That stack is being bought by the only buyer that matters when consent is scarce — and they don't miss quarters.
More context:
https://controlplanecapital.com/p/why-we-arent-in-an-ai-bubble-top



