Compute blocks connected through a constrained electrical grid

The Power Behind Intelligence

AI may be made of software, but its expansion is being governed by substations, queues, turbines, transformers, and time.

Molten copper is poured into molds inside a processing plant. Photo: U.S. Geological Survey, public domain.

The Refinery Gap

Mineral security is not won at the mine. The decisive chokepoint is the difficult middle where ore becomes usable material.

A power transformer inside an electrical substation. Photo: Wikideas1, CC0.

The Transformer Factory

The machine at the center of the electric age is still built like a bespoke industrial artifact. Demand is exposing what that costs.