Conversion Optimization, Effective Experiments, Teams Optimization Bias: How True Optimizers Avoid the Dunning-Kruger Effect May 9, 2018 Manuel da Costa Optimization, by nature, is an exact science – strategize, execute, analyze. Those who are good at it are methodical, detail oriented, and observant. However, in every industry, there are people who think they know more than they actually do.