His claim is that we exp-minus-log cannot compute the root of an arbitrary quintic. If you consider the root of an arbitrary quintic "elementary" the exp-minus-log can't represent all elementary functions.
I think it really comes down to what set of functions you are calling "elementary".
I think it really comes down to what set of functions you are calling "elementary".