Long story short, this is what has happened:
Jay Leno wanted to retire from the Tonight Show
Conan O'Brien was named Leno's replacement
Leno, shortly before his retirement date, decided he didn't want to leave so NBC decided to give him his own show at 10pm on weeknights.
Leno's show was...