Incentives Reward Modeling Complexity And Confidence

PhD programs put a huge premium on developing and solving complicated models, and confident modelers who claim their calibrations reveal truth get more credit than they deserve because people want scientific-seeming answers, so the reward structure pushes against the humility the profession needs.