As AI adoption accelerates worldwide, a significant infrastructure challenge has emerged: the limited availability of high-performance computational resources. Cloud providers report extensive waitlists for premium GPU instances, highlighting the stark imbalance between demand and supply. Unlike the previous crypto-mining GPU surge, today’s crunch is driven by genuine needs in AI research and deployment, creating a










