I know that most GSM phones in the US are locked to their SIMs so that you can't use the phone on another network. But are the SIMs locked to the phones?

I'm interested in using a 3rd party phone on my AT&T account and it would be easier to not involve AT&T at all if I can just take the SIM out of my old phone and pop it in the new phone.