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Notes -
So I do think there's a big weakness with LLMs in that we don't quite have a handle on how to robustly or predictably reduce hallucinations like we can with human hallucinations and fabrications. But that's where I think the incentive of the editors/publishers come into play. Outlets that publish falsities by their human journalists lose credibility and can also lose lawsuits, which provide incentives for the people in charge to check the letters their human journalists generate before publishing them, and I see similar controls as being effective for LLMs.
Now, examples like Rolling Stone's A Rape on Campus article show that this control system isn't perfect, particularly when the incentives for the publishers, the journalists, and the target audience are all aligned with respect to pushing a certain narrative rather than conveying truth. I don't think AI text generators exacerbate that, though.
I also don't think it's possible for us to enter a world where we universally condemn media companies who publish AI slop, though, unless "slop" here refers specifically to lies or the like. Given how tolerant audiences are of human-made slop and how much cheaper AI slop is compared to that, I just don't see there being enough political or ideological will to make such condemnation even a majority, much less universal.
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