Someone will have to tell him. Probably numerous times.
Joe’s rich contributors have a plan—they will build a perfect replica of the White House somewhere—and convince him the replica is the real thing!
He can give speeches, meet with foreign dignitaries, etc., all the while still thinking he is the President.