“AI hyperscalers are consuming massive amounts of DRAM and high bandwidth memory (HBM), creating critical shortages that constrain large language model performance. This resource bottleneck highlights how AI's explosive growth is straining hardware supply chains and infrastructure capabilities across the industry.”