The aggressive deployment of infrastructure-scale AI projects is rapidly driving up compute demand as chip architectures continue to scale across an expanding ecosystem of data-center racks. At the same time, sustaining those massive buildouts is pushing one of the industry’s most critical bottlenecks beyond raw compute toward power delivery and thermal efficiency.