Abu Dhabi's Mubadala Investment is considering a $6.3 billion investment in a 500MW AI data center in Akita Prefecture. This massive infrastructure play targets Japan's growing compute needs. The project scales local capacity for high-density GPU clusters. It signals a shift toward sovereign wealth funds financing the physical layer of AI.