What is the deal with RSS?

It's nice when a topic for a new post lands in your lap. Or, in this case, in the comments of one of your old posts. An anonymous commentator made several statements concerning RSS that warrant a longer explanation than is possible in a reply on the comment section. This is going to be a long, stats-heavy post. You've been warned.