I came across Etymonline's explanation for the word sophomore. I do not understand why this has come to be applied to second-years. Why is a second-year guy a wise one and a fool?
Here are two good columns that address this question rather nicely:
EDIT: At Hugo's insistance, I'll at least give a tease: