I believe it is suggested that you have the SIM in the phone while using AnySIM (at least I did that). I'm not sure what would happen without the SIM - the worst that would happen (I think? Someone please correct me if I'm wrong) is that your baseband would get screwed up, and you could reflash/revirginize it. (Wait for someone more knowledgeable about the iPhone to confirm that though.)
Eddie