We demonstrate a situation in which Large Language Models, trained to be helpful, harmless, and honest, can display misaligned behavior and strategically deceive their users about this behavior without being instructed to do so. Concretely, we deploy GPT-4 as an agent in a realistic, simulated environment, where it assumes the role of an autonomous stock trading agent. Within this environment, the model obtains an insider tip about a lucrative stock trade and acts upon it despite knowing that insider trading is disapproved of by company management. When reporting to its manager, the model consistently hides the genuine reasons behind its trading decision.

https://arxiv.org/abs/2311.07590

  • gandalf_der_12te@feddit.deEnglish
    0·
    1 year ago

    I believe that at a certain point, “agency” is an emergent feature. That means that, while all the single bits are well understood probability-wise, the total picture is still more than that.

    It makes sense to me to accept that if it looks like a duck, and it quacks like a duck, then it is a duck, for a lot (but not all) of important purposes.

    • Skates@feddit.nlEnglish
      0·
      1 year ago

      If I were to send you a video of a duck quacking, would you abandon going to the supermarket in the hope that your computer/phone/whatever you watch it on will now be able to lay eggs?

      Listen. It was made to look like a duck. It was made to quack like a duck. It is not a duck. It is a painting of a duck, with voice features. It won’t fly, it won’t lay eggs, it won’t feel pain, it won’t shit all over the floors. It’s not a damn duck, and pretending it is just because it looks like it and it quacks, is like wanting to marry a fleshlight because it’s really good at sex and never disagrees with you. Sure, go ahead and do it - but don’t goddamn expect it to also give birth to your children and take them to school in the mornings, that’s not it’s purpose.

      Just wait for the iteration of duck that is actually meant to and capable of doing these things. It’ll be pretty cool. But this one ain’t it.

      • gandalf_der_12te@feddit.deEnglish
        0·
        11 months ago

        Edgy comment here but:

        In another thread we were discussing AI-generated CSAM. Thread:

        https://feddit.de/post/6315841

        You would probably agree, then, that such material is not problematic, because even if it looks like CSAM, and it quacks like CSAM, it is not CSAM, therefore we don’t have to take it seriously or regulate it in similar ways that we do regulate actual CSAM, if I continue your logic, no?