A new tool lets artists add invisible changes to the pixels in their art before they upload it online so that if it’s scraped into an AI training set, it can cause the resulting model to break in chaotic and unpredictable ways.

The tool, called Nightshade, is intended as a way to fight back against AI companies that use artists’ work to train their models without the creator’s permission.
[…]
Zhao’s team also developed Glaze, a tool that allows artists to “mask” their own personal style to prevent it from being scraped by AI companies. It works in a similar way to Nightshade: by changing the pixels of images in subtle ways that are invisible to the human eye but manipulate machine-learning models to interpret the image as something different from what it actually shows.

  • MxM111@kbin.social
    link
    fedilink
    arrow-up
    3
    arrow-down
    1
    ·
    1 year ago

    I would not call it “fundamentally” different at all. Compared to, say, regular computer running non-neural network based program, they are quite similar, and have similar properties. They can make a mistake, hallucinate, etc.

    • kayrae_42@lemmy.world
      link
      fedilink
      English
      arrow-up
      3
      ·
      1 year ago

      As a person who has done machine learning, and some ai training and who has a psychotic disorder I hate they call it hallucinations. It’s not hallucinations. Human hallucinations and ai hallucinations are different things. One is based of limited data , bias, or a bad data set with builds a fundamentally bad neural network connection which can be repaired. The other is something that can not be repaired, you are not working with bad data, your brain can’t filter out data correctly and you are building wrong connections. It’s like an overdrive of input and connections that are all wrong. So you’re seeing things, hearing things, or believing things that aren’t real. You make logical leaps that are irrational and not true and reality splits for you. While similarities exist, one is because people input data wrong, or because they cleaned it wrong, or didn’t have enough. And the other is because the human brain has wiring problem caused by a variety of factors. It’s insulting and it also humanizes computers to much and degrades people with this illness.

      • MxM111@kbin.social
        link
        fedilink
        arrow-up
        1
        ·
        1 year ago

        As I understand, healthy people hallucinate all the time, but in different sense, non-psychiatric sense. It is just healthy brain has this extra filter that rejects all hallucinations that do not correspond to the signal coming from reality, that is our brain performs extra checks constantly. But we often get fooled if we do not have checks done correctly. For example, you can think that you saw some animal, while it was just a shade. There is even statement that our perception of the world is “controlled hallucination” because we mostly imagine the world and then best fit it to minimize the error from external stimuli.

        Of course, current ANNs do not have such extensive error checking, thus they are more prone to those “hallucinations”. But fundamentally those are very similar to what we have in those “generative suggestions” our brain generates.

        • kayrae_42@lemmy.world
          link
          fedilink
          English
          arrow-up
          1
          ·
          1 year ago

          Those aren’t quite the same as a hallucination. We don’t actually call them hallucinations. Hallucinations are a medical term. Those are visual disturbances not “controlled hallucinations”. Your brain filtering it out and the ability to ignore it makes it not a hallucination. It’s hallucinations in a colloquial sense not medical.

          Fundamentally AI is not working the same, you are having a moment of where a process from when in the past every shadow was a potential danger so seeing a threat in the shadow first and triggering fight or flight is best for you as a species. AI has no fight or flight. AI has no motivation, AI just had limited, bad, or biased data that we put there and spits out garbage. It is a computer with no sentience. You are not really error checking, you are processing more information, or reassessing once the fight/flight goes down. AI doesn’t have more information to process.

          Many don’t see people with psychotic disorders as equal people. They see them as dangerous, and and people to be locked away. They use their illnesses and problems as jokes and slurs. Using terms for their illness in things like this only adds to their stigma.

          • MxM111@kbin.social
            link
            fedilink
            arrow-up
            1
            ·
            edit-2
            1 year ago

            You are arguing about terminology use. Please google “controlled hallucinations” to see how people use the term in non-psychiatric way.

            • kayrae_42@lemmy.world
              link
              fedilink
              English
              arrow-up
              1
              ·
              1 year ago

              I know how it is used in a non psychiatric way, I brought that up it can be used in colloquially. That doesn’t diminish the way that it can be used to harm and stigmatize an already stigmatized group of people. There are other terms that can be used, but this is used because people want to humanize AI and do not care about dehumanizing people who have psychotic disorders.

              The fact of the matter remains that AI creators are not people who specialize in human brains, but they act like computers and human brains are one and the same. Similarity doesn’t equal the same processes. They can choose different language but they do not. They could call it a processing error, a glitch, a distortion. All would be accurate, but no, they chose a term that is harmful to a minority group because no one cares about stigmatizing them.

                • kayrae_42@lemmy.world
                  link
                  fedilink
                  English
                  arrow-up
                  1
                  ·
                  1 year ago

                  Listen, I live in a state where anyone who commits a violent crime, before they catch the person the police say, “he was hallucinating, they were hearing voices” aka mental illness is why they are doing this as a way to take away more rights. Also in this state if you are in a conservatorship for mental illness you legally are barred from voting. How can you say hallucination is not a loaded term? It is different from headache because people are not stigmatized for migraines. No one is taking away your voting rights for migraines. No one is saying you are a murderer for migraines.

                  • MxM111@kbin.social
                    link
                    fedilink
                    arrow-up
                    1
                    ·
                    1 year ago

                    You can use nearly any word in derogative sense so that it becomes offensive. “he had headache so strong, he went crazy”. Context matters. And I personally do not even associate hallucination with mental illness. If anything, I associate it with psychedelics. Words are like tools - you can harm with them, but you can use them appropriately.