Nope, the original authors can do so too.
It depends on who owns the copyright, FSF or the original authors. In many cases the author assigned copyright to the FSF and than can no longer change the license unless they send a formal letter to the FSF asking for their own copy of the software or document to do with as they see fit. And FSF still owns the copyright on the FSF copy.
--Phil