AI Labs as Infrastructure Buyers

Glossary

Energized land

A parcel that carries firm power, interconnection rights, water, fiber, and a permitting path — the truly scarce resource in frontier siting. Buyers accumulate it years ahead of need because generic land without power is worthless for a campus.

Interconnection position

A secured place in the queue to connect a large load to the transmission grid, or the equivalent obtained by co-locating with generation. Because the queue is long and set by the utility, holding this position is strategic inventory rather than a routine utility step.

Multi-gigawatt megaproject

A named, single-purpose campus drawing power at industrial scale, financed like a pipeline and built backward from an energization date set by equipment queues. It fuses a power plant, an industrial facility, and a compute cluster into one commissioned object.

Neocloud

A specialized compute landlord built for the AI era that owns accelerators and purpose-built halls and rents them out. It underwrites to hardware depreciation and utilization, arbitraging the gap between frontier demand and available energized capacity.

Principal buyer

An entity that commissions its own infrastructure — siting, power contracts, and equipment orders — rather than renting capacity from a landlord. Frontier labs became principals when controlling the build schedule mattered more than owning software.

Single-tenant campus

A facility built and occupied by one customer, optimized end to end for that customer's workload. Its concentration buys optimization and financeability but removes diversification, binding the asset's value to one counterparty's continued need.

Take-or-pay power contract

A long-term commitment to pay for a block of firm power whether or not it is consumed. It makes large campuses financeable but becomes a fixed, inescapable cost if demand softens — the sharpest edge of single-tenant risk.

Tenant-to-principal shift

The structural inversion in which model developers moved from renting compute inside others' facilities to directly commissioning campuses, power, and long-lead equipment on their own clock, seizing the scarce resource that once belonged to landlords.