AI workloads are pushing cloud, edge, and mobile devices toward tighter power budgets and heavier data traffic, making memory efficiency a growing global issue. Samsung is positioning its new LPDDR6 as a response, with higher bandwidth, lower power use, and improved reliability for next-generation on-device AI.