Idle GPUs represent a massive waste of compute capital. Hugging Face argues that poor orchestration turns expensive hardware into dormant assets. They propose tighter integration between scheduling and workload management. This shift forces engineers to prioritize dynamic resource allocation over static provisioning to reduce operational overhead and training bottlenecks.