Underutilized GPUs cost labs thousands in wasted compute. Hugging Face argues that idle hardware mirrors grounded aircraft, draining resources without producing value. They propose tighter orchestration to maximize throughput. This shift forces researchers to prioritize efficient scheduling over simple hardware acquisition to maintain sustainable training pipelines.