Won't it be equally problematic for creators, particularly reporters/journalists, whose real content is misidentified as fake?

This divide is obviously going to play out on two sides.

Proving authenticity may turn out to be as difficult as proving fakeness. People will use this maliciously to flag and censor content they dislike.