Software companies must now own physical infrastructure to compete.
The immense computing demands of frontier model execution and enterprise deployment force software developers to directly build, lease, and physically manage gigawatt-scale data center ecosystems.
The same conclusion keeps arriving from across the workspace's research — 1 topics independently instantiate this theme. Filter the evidence by where it came from:
Google is backstopping the construction of a massive 1.6-gigawatt data center with on-site power generation leased entirely to Anthropic.
To support its massive compute cluster, the AI company had to directly construct and manage its own gigawatt-scale battery backup system.
OpenAI is securing long-term physical capacity by leasing a massive 8-gigawatt campus to host its next-generation supercomputing clusters.
To monetize colossal levels of capital expenditure, leading software giants must pivot to owning, leasing, and renting out raw physical data center footprint.
To fuel its frontier models, Anthropic is leasing a massive Texas infrastructure campus supported by its own dedicated gigawatt-scale power plant.
To control long-term costs and escape Nvidia's hardware monopoly, software giant OpenAI is designing its own physical silicon and deploying it at gigawatt scale.
To secure necessary physical computing capacity and hardware, a leading software developer is deploying gigawatt-scale infrastructure through massive, integrated hardware deals.
The AI developer is directly building and permitting its own gigawatt-scale physical power plant to keep its training cluster operational.
Faced with capacity limits imposed by competitors, Meta is investing heavily to build its own physical infrastructure.
To sustain its Colossus supercomputing operations, SpaceXAI must directly manage and construct a permanent 1.2-gigawatt on-site power plant.