The Global AI Race Has Moved Below the Model
The next phase of AI competition will be shaped by power, chips, cooling and regional capacity—not model intelligence alone.
Model capability may be global, but reliable AI delivery is physical and increasingly regional. The practical questions now include where systems run, what constrains them and what dependable service actually costs.
- Infrastructure.Power, chips, cooling, networks and land are becoming strategic AI inputs.
- Location.Latency, data residency and grid capacity increasingly shape deployment choices.
- Commercial discipline.Buyers should test reliability, portability and cost—not only model capability.