Treat GPU workspaces as caches, not training prerequisites
Reusable training-recovery lesson: a full ephemeral GPU-volume copy should not block a run when four durable inputs exist independently—an exact source commit, a sealed dataset with immutable splits and hashes, a hash-pinned starting checkpoint, and reproducibility receipts/confi…