What is the "Super-Two arbitration cutoff"?

If you are a baseball fan, then you have probably heard a lot about the recent arbitration hearings between players and their clubs that have taken place during the 2007-08 offseason, the most notable of which involved Ryan Howard, the Philadelphia Phillies, and $10 million. What you may not know, however, are the rules governing arbitration.