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  3. Next time anyone claims they're using LLMs for "minor cleanup" or the like, send them this (from Google no less!)

Next time anyone claims they're using LLMs for "minor cleanup" or the like, send them this (from Google no less!)

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  • delta_vee@cosocial.caD This user is from outside of this forum
    delta_vee@cosocial.caD This user is from outside of this forum
    delta_vee@cosocial.ca
    wrote last edited by
    #1

    Next time anyone claims they're using LLMs for "minor cleanup" or the like, send them this (from Google no less!)

    "We find that even when LLMs are prompted with expert feedback and asked to only make grammar edits, they still change the text in a way that significantly alters its semantic meaning."

    Link Preview Image
    How LLMs Distort Our Written Language

    Abstract page for arXiv paper 2603.18161: How LLMs Distort Our Written Language

    favicon

    arXiv.org (arxiv.org)

    cuberootoftrue@mathstodon.xyzC d_reno@mastodon.socialD 2 Replies Last reply
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    • delta_vee@cosocial.caD delta_vee@cosocial.ca

      Next time anyone claims they're using LLMs for "minor cleanup" or the like, send them this (from Google no less!)

      "We find that even when LLMs are prompted with expert feedback and asked to only make grammar edits, they still change the text in a way that significantly alters its semantic meaning."

      Link Preview Image
      How LLMs Distort Our Written Language

      Abstract page for arXiv paper 2603.18161: How LLMs Distort Our Written Language

      favicon

      arXiv.org (arxiv.org)

      cuberootoftrue@mathstodon.xyzC This user is from outside of this forum
      cuberootoftrue@mathstodon.xyzC This user is from outside of this forum
      cuberootoftrue@mathstodon.xyz
      wrote last edited by
      #2

      @delta_vee Well, you know, minor cleanup --- you spilled a whole bottle of Ketchup there, didn't you? And that sorting routine you use? Pfft!!

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      • delta_vee@cosocial.caD delta_vee@cosocial.ca

        Next time anyone claims they're using LLMs for "minor cleanup" or the like, send them this (from Google no less!)

        "We find that even when LLMs are prompted with expert feedback and asked to only make grammar edits, they still change the text in a way that significantly alters its semantic meaning."

        Link Preview Image
        How LLMs Distort Our Written Language

        Abstract page for arXiv paper 2603.18161: How LLMs Distort Our Written Language

        favicon

        arXiv.org (arxiv.org)

        d_reno@mastodon.socialD This user is from outside of this forum
        d_reno@mastodon.socialD This user is from outside of this forum
        d_reno@mastodon.social
        wrote last edited by
        #3

        It's sad to see how many people rely on AI across social media. Sure, you get a nicely worded, semantically correct (?), 5000-word summary of what you had for dinner in your Fakebook post, but I'd rather have a creative human with all their flaws pisting that "I done had beans fer dinner, but i ain't got no ham to go with em." Corporations stripped much of "Americana" of the 20th century from our world in the USA, but now we're headed towards being a perfectly homogeneous (boring) society.

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