•  Creesch   ( @Creesch@beehaw.org ) 
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    7 months ago

    I feel like two different problems are conflated into one though.

    1. The academic review process is broken.
    2. AI generated bullshit is going to cause all sorts of issues.

    Point two can contribute to point 1 but for that a bunch of stuff needs to happen. Correct my if I am wrong but as far as my understanding of peer-review processes are supposed to go it is something along the lines of:

    1. A researcher submits their manuscript to a journal.
    2. An editor of that journal validates the paper fits within the scope and aims of the journal. It might get rejected here or it gets send out for review.
    3. When it does get send out for review to several experts in the field, the actual peer reviewers. These are supposed to be knowledgeable about the specific topic the paper is about. These then read the paper closely and evaluate things like methodology, results, (lack of) data, and conclusions.
    4. Feedback goes to the editor, who then makes a call about the paper. It either gets accepted, revisions are required or it gets rejected.

    If at point 3 people don’t do the things I highlighted in bold then to me it seems like it is a bit silly to make this about AI. If at point 4 the editor ignores most feedback for the peer reviewers, then it again has very little to do with AI and everything the a base process being broken.

    To summarize, yes AI is going to fuck up a lot of information, it already has. But by just shouting, “AI is at it again with its antics!” at every turn instead of looking further and at other core issues we will only make things worse.

    Edit:

    To be clear, I am not even saying that peer reviewers or editors should “just do their job already”. But fake papers have been increasingly an issue for well over a decade as far as I am aware. The way the current peer review process works simply doesn’t seem to scale to where we are today. And yes, AI is not going to help with that, but it is still building upon something that already was broken before AI was used to abuse it.