Idle GPUs represent a massive waste of compute and capital. Hugging Face argues that poor orchestration creates bottlenecks, leaving expensive hardware dormant while queues grow. They propose tighter integration between scheduling and model loading to maximize throughput. This shift forces engineers to prioritize dynamic resource allocation over static hardware provisioning.