Idle GPUs represent a massive waste of compute and capital. Hugging Face argues that poor orchestration turns expensive hardware into dormant assets. They propose tighter integration between scheduling and workload management to maximize throughput. This approach helps engineers reduce operational costs and accelerate training cycles by eliminating wasted idle time.