As artificial intelligence (AI) evolves, shifting bottlenecks reflect the maturity of the AI boom. Initial constraints emerged at the semiconductor level with GPUs, high bandwidth memory (HBM), and advanced packaging. Next came system-level challenges around networking, power, and thermal management. More recently, infrastructure limits, including transformers, grid connections, and overall power capacity, took center stage.