Why it matters
For enterprise teams, this shift dictates the physical constraints of scaling production models and the necessity of choosing infrastructure that can handle sustained high-density workloads. It signals a move away from legacy cloud environments towards sovereign or specialised AI hardware setups.
Key points
- Shift from general data centres to high-density AI factories
- Liquid cooling becomes standard to manage GPU thermal output
- Power grid constraints drive innovation in energy sourcing and efficiency
- Infrastructure design focuses specifically on massive parallel processing requirements
