Note
The correction papers are pushing the library toward a sharper distinction between fixable drift and irreversible change. That distinction is operationally more useful than a generic alert.
Implication
When a model drifts, teams need to know whether they are dealing with a prompt-tunable surface issue or a deeper architectural change that requires escalation.