Why hard density is not a Lipschitz control

On a region containing no count transition, frozen hard pruning is constant, so a local Lipschitz statement there is trivial. Fine-tuning does not restore a general continuity theorem: its dependence on masks, rankings, and training inputs must also be controlled.