Underutilized GPUs cost companies millions in wasted compute. Hugging Face argues that idle hardware mirrors grounded aircraft, creating massive operational inefficiencies. They propose tighter orchestration and dynamic scheduling to reclaim these lost cycles. Practitioners must optimize cluster management to avoid paying for dormant silicon during model training and inference.