Dr. Michio Kaku — one of the stars of “Ancient Aliens” — says the U.S. government’s admission of a UFO means there are top-secret military weapons in use … or aliens way smarter than us are really here.

The popular physicist tells TMZ … the idea of extraterrestrial visitation is no longer exclusive to tinfoil hat-wearing crackpots and drunks…