"As a rule, strong feelings about issues do not emerge from deep understanding." -Sloman and Fernbach
Also, the Dunning-Kruger effect still applies to smart people. You don't stop when you are estimating your ability correctly; as you learn more, you gain more awareness of your ignorance and continue being conservative with your self-estimates.