Aethir Ecosystem argues that 70% of GPU demand in 2026 comes from inference workloads, which require distributed capacity near users rather than centralized data centers. The company is expanding its distributed GPU cloud across 200+ locations in 94 countries and launching 10 mid-sized data centers in the US and Europe to meet this demand.