A new Microsoft data center campus in Chelan County will span over 24 football fields. The site's immense electricity demands may rely on a local fusion energy startup to maintain power. This project highlights the critical infrastructure bottleneck facing AI scaling. Practitioners should monitor how fusion energy integrates into high-density compute clusters.