A podcast is a pre-recorded radio-station type thing that you download through I-tunes and listen to on an I-pod.

At least, that's how I've listened to them. It's pretty much recorded talk-radio. There are WoW podcasts and such, where people talk about what's happened lately in WoW, strategies for PVP, etc.