When we say women aren't funny, we don't mean that women and men find different things funny We mean only men respond to comedy (just like men respond to mathematical elegance or the fury of war) and women will admire men whom other men think are funny
"Did you see Caroline's zit? omg" is not *funny* per se, although the discretion and sensitivity necessary to make the other girls laugh at Caroline is certainly a valuable skill