I have a small collection myself that I can post after I get some sleep, but IT is pushing for more AI usage and I would like to supply them with studies showing the negative cognitive, psychological, and social impacts
I have a small collection myself that I can post after I get some sleep, but IT is pushing for more AI usage and I would like to supply them with studies showing the negative cognitive, psychological, and social impacts
Free preprint: https://arxiv.org/abs/2404.03502
I really like this, thanks for sharing. I think the paper explains the concept much better than the abstract. It’s the inverse of model collapse, maybe I would call it public alignment more than knowledge collapse. The influence of the general public all using a single knowledge model means that diverse opinions and knowledge will be drowned out and median opinions will crystalize, regardless of their accuracy. This is in contrast to scientific progress, which relies on discriminating good and bad arguments, rather than quantifying them.
Thanks for adding the preprint. Also thanks for this summary, you explained it far better than I could (I left my comment in a bit of a hurry)
I think both synopses were valuable! You interpreted it in terms of how a single institution or company could be affected, which is probably more relevant for op.