Does that mean it's illegal, or that they'll just come knocking to investigate?

I wonder if the "it's my money, I can withdraw it if I want" argument is good enough to send them on their way? (in addition to $1,000 being such a small amount as to be less-than-trivial when it comes to the overall problem of money laundering).