Funny, but I don't think there's a very strong argument that training AI is fair use, especially when you consider how it intersects with the standard four factors that generally determine whether a use of copyrighted work is fair or not.
Specifically stuff like:
courts tend to give greater protection to creative works; consequently, fair use applies more broadly to nonfiction, rather than fiction. Courts are usually more protective of art, music, poetry, feature films, and other creative works than they might be of nonfiction works.
Courts have ruled that even uses of small amounts may be excessive if they take the “heart of the work.” ... Photographs and artwork often generate controversies, because a user usually needs the full image, or the full “amount,” and this may not be a fair use.
(Keep in mind that many popular AI models have been trained on vast amounts of entire artworks, large sections of text, etc.)
Effect on the market is perhaps more complicated than the other three factors. Fundamentally, this factor means that if you could have realistically purchased or licensed the copyrighted work, that fact weighs against a finding of fair use. To evaluate this factor, you may need to make a simple investigation of the market to determine if the work is reasonably available for purchase or licensing. A work may be reasonably available if you are using a large portion of a book that is for sale at a typical market price. “Effect” is also closely linked to “purpose.” If your purpose is research or scholarship, market effect may be difficult to prove. If your purpose is commercial, then adverse market effect may be easier to prove.
To me, this factor is by far the strongest argument against AI being considered fair use.
The fact is that today's generative AI is being widely used for commercial purposes and stands to have a dramatic effect on the market for the same types of work that they are using to train their data models--work that they could realistically have been licensing, and probably should be.
Ask any artist, writer, musician, or other creator whether they think it's "fair" to use their work to generate commercial products without any form of credit, consent or compensation, and the vast majority will tell you it isn't. I'm curious what "strong argument" that AI training is fair use is, because I'm just not seeing it.
ryathal@sh.itjust.works 1 year ago
AI training is taking facts which aren’t subject to copyright, not actual content that is subject to it. The original work or a derivative isn’t being distributed or copied. While it may be possible for a user to recreate a copyrighted material with sufficient prompting, the fact it’s possible isn’t any more relevant than for a copy machine. It’s the same as an aspiring author reading all of Martin’s work for inspiration. They can write a story based on a vaguely medieval England full of rape and murder, without paying Martin a dime. What they can’t do is call it Westeros, or have the main character be named Eddard Stork.
There may be an argument that a copy needs to be purchased to extract the facts, but that’s not any special license, a used copy of the book would be sufficient.
AI isn’t doing anything that hasn’t already been done by humans for hundreds of years, it’s just doing it faster.
BraveSirZaphod@kbin.social 1 year ago
Legally, I think you're basically right on.
I think what will eventually need to happen is society deciding whether this is actually the desired legal state of affairs or not. A pretty strong argument can be made that "just doing it faster" makes an enormous difference on the ultimate impact, such that it may be worth adjusting copyright law to explicitly prohibit AI creation of derivative works, training on copyrighted materials without consent, or some other kinds of restrictions.
I do somewhat fear that, in our continuous pursuit for endless amounts of convenient "content" and entertainment to distract ourselves from the real world, we'll essentially outsource human creativity to AI, and I don't love the idea of a future where no one is creating anything because it's impossible to make a living from it due to literally infinite competition from AI.
ryathal@sh.itjust.works 1 year ago
I think that fear is overblown, ai models are only as good as their training material. It still requires humans to create new content to keep models growing. Training ai on ai generated content doesn’t work out well.
Models aren’t good enough yet to actually fully create quality content. It’s also not clear that the ability for them to do so is imminent, maybe one day it will. Right now these tools are really onlyngood for assisting a creator in making drafts, or identifying weak parts of the story.
damndotcommie@lemmy.basedcount.com 1 year ago
Which is why I really hate the fact that they and the media had dubbed this “intelligence”. Bigger programs and more data doesn’t just automatically make something intelligent.