Recently, there has been considerable interest in large language models: machine learning systems which produce human-like text and dialogue. Applications of these systems have been plagued by persistent inaccuracies in their output; these are often called “AI hallucinations”. We argue that these falsehoods, and the overall activity of large language models, is better understood as bullshit in the sense explored by Frankfurt (On Bullshit, Princeton, 2005): the models are in an important way indifferent to the truth of their outputs. We distinguish two ways in which the models can be said to be bullshitters, and argue that they clearly meet at least one of these definitions. We further argue that describing AI misrepresentations as bullshit is both a more useful and more accurate way of predicting and discussing the behaviour of these systems.

Recently, there has been considerable interest in large language models: machine learning systems which produce human-like text and dialogue. Applications of these systems have been plagued by persistent inaccuracies in their output; these are often called “AI hallucinations”. We argue that these falsehoods, and the overall activity of large language models, is better understood as bullshit in the sense explored by Frankfurt (On Bullshit, Princeton, 2005): the models are in an important way indifferent to the truth of their outputs. We distinguish two ways in which the models can be said to be bullshitters, and argue that they clearly meet at least one of these definitions. We further argue that describing AI misrepresentations as bullshit is both a more useful and more accurate way of predicting and discussing the behaviour of these systems.

  • blakestacey@awful.systemsMEnglish
    38·
    5 months ago

    Carl T. Bergstrom, 13 February 2023:

    Meta. OpenAI. Google.

    Your AI chatbot is not hallucinating.

    It’s bullshitting.

    It’s bullshitting, because that’s what you designed it to do. You designed it to generate seemingly authoritative text “with a blatant disregard for truth and logical coherence,” i.e., to bullshit.

    Me, 2 February 2023:

    I confess myself a bit baffled by people who act like “how to interact with ChatGPT” is a useful classroom skill. It’s not a word processor or a spreadsheet; it doesn’t have documented, well-defined, reproducible behaviors. No, it’s not remotely analogous to a calculator. Calculators are built to be right, not to sound convincing. It’s a bullshit fountain. Stop acting like you’re a waterbender making emotive shapes by expressing your will in the medium of liquid bullshit. The lesson one needs about a bullshit fountain is not to swim in it.

    • acausal_masochist@awful.systemsEnglish
      9·
      5 months ago

      Someone (maybe on Sneerclub?) once made the point that Hitler also produced the occasional bad art piece and extreme quantities of bullshit.

    • AIhasUse@lemmy.worldEnglish
      814·
      5 months ago

      Imagine still not realizing what a useful skill bullshitting is. Literally, hundreds of millions of people are professional bullshitters. So many people go do bullshit every day, all day. Having a machine that can produce the same or better bullshit than them frees them from suffering through doing all that bullshit. I can’t think of something that is more bullshit than pretending like there is no benefit from automating the bullshit out of our lives.

      • 200fifty@awful.systemsEnglish
        26·
        5 months ago

        Except it’s not really being automated out of our lives, is it? I find it hard to imagine how increasing the rate at which bullshit can be produced leads to a world with less bullshit in it.

        • AIhasUse@lemmy.worldEnglish
          115·
          5 months ago

          It saves us from doing the bullshit that we are currently suffering through right now. It is rapidly getting better at doing it as well. 2 years ago, the best llms were preschool level, now they are high-school level, or arguably better.

          Sure, if we were already living in a world where nobody had any reason to produce BS, then it would be weird if we needed machines that could do it. The fact of the matter is though that we all use BS daily because it makes our lives better. The code that runs most apps you use could be way better, but it’s not, it’s BS. It gets the job done. The customer support people are making BS that at least gets you what you need. The teachers wade through hours of BS to find the same spelling mistakes, grammar mistakes, logical errors. You think they like doing that BS? Nope.

          BS machines have relieved so many people of so much BS and its only just the very beginning. This is the worst the BS machines will ever be, and it is improving at a blinding fast speed. The sooner people realise this, the sooner they can start trying to imagine the implications. Nearly everyone complaining about how useless they are, always point to the worse instances of outdated one-shot responses. They never talk about how awful the Claude Opus agent workflows are. That’s because the people who know what that stuff is realize what we are on the cusp of. An intelligence revolution is happening, some people have seen it already, many people will see it soon. Denying it is like scoffing at the idea that people will ever want their own computer.

        • Soyweiser@awful.systemsEnglish
          15·
          5 months ago

          imagine a world with 10^^^ times more bullshit, but all the human bullshiters are unemployed! Able to do what they want (except pay rent).

          • skillissuer@discuss.tchncs.deEnglish
            12·
            5 months ago

            i’ll take a world where all ad-makers, middle managers, salesmen, conmen, vcs and people who serve them pptxs filled with good idea powder thonking are unemployed (without the automated salesmen flooding internet tubes with drivel part)

      • antifuchs@awful.systemsEnglish
        18·
        5 months ago

        See that sucker over there? If I don’t mug him, somebody else, probably a guy with much looser morals than me, will. [pulls down the balaclava]

      • zbyte64@awful.systemsEnglish
        11·
        5 months ago

        Problem is that it doesn’t automate away the bullshit in our lives. We’re creating even more bullshit that we’re forced to deal with online and at our jobs. Sure we can use the bullshit generator to respond to bullshit, but how do you know what’s bullshit in the first place, are you going to ask your bullshit generator to sort that out for you as well?