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One way to address this kind of attack is by vetting the source. If you put some effort into it, you could possibly conclude that for example nytimes.com does not auto generate nonsense stories with AI, so you could then assume their text is written by humans.

Of course this falls apart in this day and age, where many seem to rely on whatever flows thru their social media feeds / reels.

It is certainly a user problem, where we need to counter by educating ourselves to deal with this the new reality of bad actors being common place, educate ourselves and our peers, and permanently solve the social chain of trust-issue in our digital lives with new technical solutions.