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Demian ReidelPhysicist and economist

Ideas / Compute is physical

Energy × computation

Compute is physical

Published
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3 min
By
Demian Reidel
The strategic unit of artificial intelligence is not the model alone, but the physical and institutional system that can keep useful compute operating.

The abstraction has a footprint

Models and software matter, but neither runs without a physical delivery system. At scale, reliable compute depends on electrical supply, transmission, cooling, land, equipment, construction, financing, regulation, and people able to operate the whole stack.

A weakness in any one layer can become the binding constraint. More chips can expose a power limit; more power can expose a grid or cooling limit; more capital can expose permitting or delivery risk.

Capacity is the measure

An announcement describes intent. Operating capacity requires every interface to work repeatedly over time. That distinction matters in AI strategy, energy strategy, and any attempt to connect the two.

Evidence

Notes and primary sources

  1. SRC-000046International Symposium on Artificial Intelligence and Nuclear EnergyInternational Atomic Energy Agency
  2. SRC-000049Demian Reidel — International Symposium on Artificial Intelligence and Nuclear EnergyIAEAvideo
  3. SRC-000125Informe de Gestión 145 del Jefe de Gabinete de MinistrosHonorable Cámara de Diputados de la Nación / Jefatura de Gabinete
  4. SRC-000133Transition to a Sustainable Future with NuclearInternational Atomic Energy Agency