Credit models now refuse synthetic training labels, end to end.
A fail-closed provenance gate blocks any credit model trained on synthetic labels from being promoted or served to a borrower; a real forward-outcome label substrate replaces them. Nothing borrower-facing activates until the compliance ceremony completes.