AI chip demand reshaping infrastructure requirements

The rise of GPU-intensive workloads is driving unprecedented increases in rack density and thermal load. Many existing government facilities are not designed to handle these requirements without significant upgrades.

Why it matters:
Infrastructure planning is now being driven by chip-level requirements, forcing agencies to rethink power distribution, cooling systems, and physical layout.