"Podcasting is the automatic distribution of mp3s via RSS/XML files."
That's a good enough definition to start. Techno-fanatics can say "but it is other things, but it is this, or that, and you don't need that" but we all know those type of people really need help so let's ignore the extremes and start with the basics.