What real scientists worry about

Experiment design.
A nice article from Peter Norvig on common problems with expt design. Even trained scientists make most of these mistakes most of the time. Yep, re-read that sentence - most of them, most of the time.
Science is hard. Good science is really hard.
Never trust anyone that says they're positive that they know the one true solution...