There's already a huge amount of deception online that fools most humans.

Intelligent humans are able to research topics and use logic and reasoning to figure out what is most likely true and what is mostly likely deception. An intelligent enough Ai will do this even better than human beings.

GPT-3 may already be better at this than humans, in many ways, because it can see more information than a human could ever read.