I always get asked to explain what podcasting is and how it works being a technical person I usually get into talking about RSS feeds, enclosures, blogs, bit rates etc. Which by the way usually goes over their heads.
I recently found a great video produced by the folks at Common Craft, if you are new to podcasting or have been wondering what all the buzz is about check it out.