Copyright law already allows generative AI systems to scrape the internet. You need to change the law to forbid something, it isn't forbidden by default. Currently, if something is published publicly then it can be read and learned from by anyone (or anything) that can see it. Copyright law only prevents making copies of it, which a large language model does not do when trained on it.
this post was submitted on 09 Aug 2023
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An AI model is a derivative work of its training data and thus a copyright violation if the training data is copyrighted.
It is not a derivative work, the model does not contain any recognizable part of the original material that it was trained on.
Except when it produces exact copies of existing works, or when it includes a recognisable signature or watermark?
A human is a derivative work of its training data, thus a copyright violation if the training data is copyrighted.
The difference between a human and ai is getting much smaller all the time. The training process is essentially the same at this point, show them a bunch of examples and then have them practice and provide feedback.
If that human is trained to draw on Disney art, then goes on to create similar style art for sale that isn't a copyright infringement. Nor should it be.
This is stupid and I'll tell you why.
As humans, we have a perception filter. This filter is unique to every individual because it's fed by our experiences and emotions. Artists make great use of this by producing art which leverages their view of the world, it's why Van Gogh or Picasso is interesting because they had a unique view of the world that is shown through their work.
These bots do not have perception filters. They're designed to break down whatever they're trained on into numbers and decipher how the style is constructed so it can replicate it. It has no intention or purpose behind any of its decisions beyond straight replication.
You would be correct if a human's only goal was to replicate Van Gogh's style but that's not every artist. With these art bots, that's the only goal that they will ever have.
I have to repeat this every time there's a discussion on LLM or art bots:
The imitation of intelligence does not equate to actual intelligence.
Absolutely agreed! I think if the proponents of AI artwork actually had any knowledge of art history, they'd understand that humans don't just iterate the same ideas over and over again. Van Gogh, Picasso, and many others, did work that was genuinely unique and not just a derivative of what had come before, because they brought more to the process than just looking at other artworks.
It’s not turning copyright law on its head, in fact asserting that copyright needs to be expanded to cover training a data set IS turning it on its head. This is not a reproduction of the original work, its learning about that work and and making a transformative use from it. An generative work using a trained dataset isn’t copying the original, its learning about the relationships that original has to the other pieces in the data set.