Underutilized GPUs represent a massive sunk cost for AI labs. Hugging Face argues that idle compute is as wasteful as grounded aircraft in aviation. They advocate for better orchestration and dynamic scheduling to maximize throughput. This shift forces engineers to prioritize resource efficiency over simple hardware acquisition to maintain sustainable scaling.