They don't need to be omnipotent, and they're already human-or-superhuman at persuasion: https://arxiv.org/html/2411.06837v2
This may just be that humans find long arguments more persuasive than short ones, obviously LLMs can do that easily, but the outcome is I think more important than the mechanism.