At Data Center World 2025, Omdia’s Manoj Sukumaran likened today’s AI stage to the “2G era,” warning that current data center designs can’t keep pace with the demands of large language models. With data movement eating 60% of AI energy, he spotlighted compute-memory integration and radical innovations—like repurposing ship engines—as keys to scaling toward million-GPU clusters by 2030.