I was with someone a few months ago who withdrew $2500, and the bank didn't ask any questions.
>I remember having to sign a paper and being asked what the money was going to be used for
That's insane. The only thing I've heard similar to that is crossing state lines with +$10,000 has to be reported. A form filled out or something.