Comment by farleykr

I might be getting overly philosophical here but I'd say it's because they truly don't know anything at all (as opposed to knowing some things but not others). To be able to say "I don't know" you have to first "know" on a deeper level that there is a fundamental true or correct answer to a question and that you are disconnected from it.