On June 1, Mr. O’Brien will debut as the new host of NBC’s Tonight Show. And since February, the majority of his New York staff has relocated to Los Angeles, where NBC is currently putting the finishing touches on a new Tonight Show theater. It’s housed in Stage One of Universal Studios, the original home of The Jack Benny Show and the home, for a time, of Knight Rider.