Greg Rutkowski, a digital artist known for his surreal style, opposes AI art but his name and style have been frequently used by AI art generators without his consent. In response, Stable Diffusion removed his work from their dataset in version 2.0. However, the community has now created a tool to emulate Rutkowski’s style against his wishes using a LoRA model. While some argue this is unethical, others justify it since Rutkowski’s art has already been widely used in Stable Diffusion 1.5. The debate highlights the blurry line between innovation and infringement in the emerging field of AI art.

  • Melody Fwygon@beehaw.org
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    1 year ago

    AI art is factually not art theft. It is creation of art in the same rough and inexact way that we humans do it; except computers and AIs do not run on meat-based hardware that has an extraordinary number of features and demands that are hardwired to ensure survival of the meat-based hardware. It doesn’t have our limitations; so it can create similar works in various styles very quickly.

    Copyright on the other hand is, an entirely different and, a very sticky subject. By default, “All Rights Are Reserved” is something that usually is protected by these laws. These laws however, are not grounded in modern times. They are grounded in the past; before the information age truly began it’s upswing.

    Fair use generally encompasses all usage of information that is one or more of the following:

    • Educational; so long as it is taught as a part of a recognized class and within curriculum.
    • Informational; so long as it is being distributed to inform the public about valid, reasonable public interests. This is far broader than some would like; but it is legal.
    • Transformative; so long as the content is being modified in a substantial enough manner that it is an entirely new work that is not easily confused for the original. This too, is far broader than some would like; but it still is legal.
    • Narrative or Commentary purposes; so long as you’re not copying a significant amount of the whole content and passing it off as your own. Short clips with narration and lots of commentary interwoven between them is typically protected. Copyright is not intended to be used to silence free speech. This also tends to include satire; as long as it doesn’t tread into defamation territory.
    • Reasonable, ‘Non-Profit Seeking or Motivated’ Personal Use; People are generally allowed to share things amongst themselves and their friends and other acquaintances. Reasonable backup copies, loaning of copies, and even reproduction and presentation of things are generally considered fair use.

    In most cases AI art is at least somewhat Transformative. It may be too complex for us to explain it simply; but the AI is basically a virtual brain that can, without error or certain human faults, ingest image information and make decisions based on input given to it in order to give a desired output.

    Arguably; if I have license or right to view artwork; or this right is no longer reserved, but is granted to the public through the use of the World Wide Web…then the AI also has those rights. Yes. The AI has license to view, and learn from your artwork. It just so happens to be a little more efficient at learning and remembering than humans can be at times.

    This does not stop you from banning AIs from viewing all of your future works. Communicating that fact with all who interact with your works is probably going to make you a pretty unpopular person. However; rightsholders do not hold or reserve the right to revoke rights that they have previously given. Once that genie is out of the bottle; it’s out…unless you’ve got firm enough contract proof to show that someone agreed to otherwise handle the management of rights.

    In some cases; that proof exists. Good luck in court. In most cases however; that proof does not exist in a manner that is solid enough to please the court. A lot of the time; we tend to exchange, transfer and reserve rights ephemerally…that is in a manner that is not strictly always 100% recognized by the law.

    Gee; Perhaps we should change that; and encourage the reasonable adaptation and growth of Copyright to fairly address the challenges of the information age.

    • Thevenin@beehaw.org
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      1 year ago

      It doesn’t change anything you said about copyright law, but current-gen AI is absolutely not “a virtual brain” that creates “art in the same rough and inexact way that we humans do it.” What you are describing is called Artificial General Intelligence, and it simply does not exist yet.

      Today’s large language models (like ChatGPT) and diffusion models (like Stable Diffusion) are statistics machines. They copy down a huge amount of example material, process it, and use it to calculate the most statistically probable next word (or pixel), with a little noise thrown in so they don’t make the same thing twice. This is why ChatGPT is so bad at math and Stable Diffusion is so bad at counting fingers – they are not making any rational decisions about what they spit out. They’re not striving to make the correct answer. They’re just producing the most statistically average output given the input.

      Current-gen AI isn’t just viewing art, it’s storing a digital copy of it on a hard drive. It doesn’t create, it interpolates. In order to imitate a person’t style, it must make a copy of that person’s work; describing the style in words is insufficient. If human artists (and by extension, art teachers) lose their jobs, AI training sets stagnate, and everything they produce becomes repetitive and derivative.

      None of this matters to copyright law, but it matters to how we as a society respond. We do not want art itself to become a lost art.

      • Fauxreigner@beehaw.org
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        1 year ago

        Current-gen AI isn’t just viewing art, it’s storing a digital copy of it on a hard drive.

        This is factually untrue. For example, Stable Diffusion models are in the range of 2GB to 8GB, trained on a set of 5.85 billion images. If it was storing the images, that would allow approximately 1 byte for each image, and there are only 256 possibilities for a single byte. Images are downloaded as part of training the model, but they’re eventually “destroyed”; the model doesn’t contain them at all, and it doesn’t need to refer back to them to generate new images.

        It’s absolutely true that the training process requires downloading and storing images, but the product of training is a model that doesn’t contain any of the original images.

        None of that is to say that there is absolutely no valid copyright claim, but it seems like either option is pretty bad, long term. AI generated content is going to put a lot of people out of work and result in a lot of money for a few rich people, based off of the work of others who aren’t getting a cut. That’s bad.

        But the converse, where we say that copyright is maintained even if a work is only stored as weights in a neural network is also pretty bad; you’re going to have a very hard time defining that in such a way that it doesn’t cover the way humans store information and integrate it to create new art. That’s also bad. I’m pretty sure that nobody who creates art wants to have to pay Disney a cut because one time you looked at some images they own.

        The best you’re likely to do in that situation is say it’s ok if a human does it, but not a computer. But that still hits a lot of stumbling blocks around definitions, especially where computers are used to create art constantly. And if we ever hit the point where digital consciousness is possible, that adds a whole host of civil rights issues.