SkyPilot’s new scheduler delivers 27% more usable GPUs from Grace Blackwell NVL72 racks by keeping multi-node training and inference on NVLink with topology-aware placement. It also adds in-place recovery from GPU failures and automatic defragmentation, since only rack-local jobs benefit from the single 72-GPU fabric.