Video 11 years ago History of Rap 5 (Jimmy Fallon & Justin Timberlake) I'm not surprised Jimmy Fallon is killing it as the new host for The Tonight Show. He's not only kept the viewership alive, he's brought with him his famous skits and celebrity guests we've all grown to love.