I've been running a web server for the last year or so, and I still have the same IP from Comcast that I've had for years. When I was a teenager I also ran servers and had a stable IP for years. Ostensibly they say you're not allowed to run servers, but I'm guessing they'd only care if you're constantly using a significant chunk of your bandwidth.