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this post was submitted on 26 Jul 2023
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There is already a business model for compensating authors: it is called buying the book. If the AI trainers are pirating books, then yeah - sue them.
There are plagiarism and copyright laws to protect the output of these tools: if the output is infringing, then sue them. However, if the output of an AI would not be considered infringing for a human, then it isn’t infringement.
When you sell a book, you don’t get to control how that book is used. You can’t tell me that I can’t quote your book (within fair use restrictions). You can’t tell me that I can’t refer to your book in a blog post. You can’t dictate who may and may not read a book. You can’t tell me that I can’t give a book to a friend. Or an enemy. Or an anarchist.
Folks, this isn’t a new problem, and it doesn’t need new laws.
It's 100% a new problem. There's established precedent for things costing different amounts depending on their intended use.
For example, buying a consumer copy of song doesn't give you the right to play that song in a stadium or a restaurant.
Training an entire AI to make potentially an infinite number of derived works from your work is 100% worthy of requiring a special agreement. This even goes beyond simple payment to consent; a climate expert might not want their work in an AI which might severely mischatacterize the conclusions, or might want to require that certain queries are regularly checked by a human, etc
This is demonstrably wrong. You cannot buy a book, and then go use it to print your own copies for sale. You cannot use it as a script for a commercial movie. You cannot go publish a sequel to it.
Now please just try to tell me that AI training is specifically covered by fair use and satire case law. Spoiler: you can’t.
This is a novel (pun intended) problem space and deserves to be discussed and decided, like everything else. So yeah, your cavalier dismissal is cavalierly dismissed.
I completely fail to see how it wouldn't be considered transformative work
It fails the transcendence criterion.Transformative works go beyond the original purpose of their source material to produce a whole new category of thing or benefit that would otherwise not be available.
Taking 1000 fan paintings of Sauron and using them in combination to create 1 new painting of Sauron in no way transcends the original purpose of the source material. The AI painting of Sauron isn’t some new and different thing. It’s an entirely mechanical iteration on its input material. In fact the derived work competes directly with the source material which should show that it’s not transcendent.
We can disagree on this and still agree that it’s debatable and should be decided in court. The person above that I’m responding to just wants to say “bah!” and dismiss the whole thing. If we can litigate the issue right here, a bar I believe this thread has already met, then judges and lawmakers should litigate it in our institutions. After all the potential scale of this far reaching issue is enormous. I think it’s incredibly irresponsible to say feh nothing new here move on.
Being able to dialog with a book, even to the point of asking the AI to "take on the persona of a character in the book" and support ongoing is substantively a transcendent version of the original. That one can, as a small subset of that transformed version, get quotes from the original work feels like a small part of this new work.
If this had been released for a single work. Like, "here is a star wars AI that can take on the persona of star wars characters" and answer questions about the star wars universe etc. I think its more likely that the position I'm taking here would lose the debate. But this is transformative against the entire set of prior material from books, movies, film, debate, art, science, philosophy etc. It merges and combines all of that. I think the sheer scope of this new thing supports the idea that its truly transformative.
A possible compromise would be to tax AI and use the proceeds to fund a UBI initiative. True, we'd get to argue if high profile authors with IP that catches the public's attention should get more than just blogger or a random online contributor -- but the basic path is that AI is trained on and succeeds by standing on the shoulders of all people. So all people should get some benefits.
I do think you have a point here, but I don't agree with the example. If a fan creates the 1001 fan painting after looking at others, that might be quite similar if they miss the artistic quality to express their unique views. And it also competes with their source, yet it's generally accepted.
Typically the argument has been "a robot can't make transformative works because it's a robot." People think our brains are special when in reality they are just really lossy.
Even if you buy that premise, the output of the robot is only superficially similar to the work it was trained on, so no copyright infringement there, and the training process itself is done by humans, and it takes some tortured logic to deny the technology's transformative nature
Transformativeness is only one of the four fair use factors. Just because something is transformative can't alone make something fair use.
Even if AI is transformative, it would likely fail on the third factor. Fair use requires you to take the minimum amount of the copyrighted work, and AI companies scrape as much data as possible to train their models. Very unlikely to support a finding of fair use.
The final factor is market impact. As generative AIs are built to mimic the creativite outputs of human authorship. By design AI acts as a market replacement for human authorship so it would likely fail on this factor as well.
Regardless, trained AI models are unlikely to be copyrightable. Copyrights require human authorship which is why AI and animal generated art are not copyrightable.
A trained AI model is a piece of software so it should be protectable by patents because it is functional rather than expressive. But a patent requires you to describe how it works, so you can't do that with AI. And a trained AI model is self-generated from training data, so there's no human authorship even if trained AI models were copyrightable.
The exact laws that do apply to AI models is unclear. And it will likely be determined by court cases.
No, you misunderstand. Yes, they can control how the content in the book is used - that’s what copyright is. But they can’t control what I do with the book - I can read it, I can burn it, I can memorize it, I can throw it up on my roof.
My argument is that the is nothing wrong with training an AI with a book - that’s input for the AI, and that is indistinguishable from a human reading it.
Now what the AI does with the content - if it plagiarizes, violates fair use, plagiarizes- that’s a problem, but those problems are already covered by copyright laws. They have no more business saying what can or cannot be input into an AI than they can restrict what I can read (and learn from). They can absolutely enforce their copyright on the output of the AI just like they can if I print copies of their book.
My objection is strictly on the input side, and the output is already restricted.
Makes sense. I would love to hear how anyone can disagree with this. Just because an AI learned or trained from a book doesn't automatically mean it violated any copyrights.
The base assumption of those with that argument is that an AI is incapable of being original, so it is "stealing" anything it is trained on. The problem with that logic is that's exactly how humans work - everything they say or do is derivative from their experiences. We combine pieces of information from different sources, and connect them in a way that is original - at least from our perspective. And not surprisingly, that's what we've programmed AI to do.
Yes, AI can produce copyright violations. They should be programmed not to. They should cite their sources when appropriate. AI needs to "learn" the same lessons we learned about not copy-pasting Wikipedia into a term paper.
It's specifically distribution of the work or derivatives that copyright prevents.
So you could make an argument that an LLM that's memorized the book and can reproduce (parts of) it upon request is infringing. But one that's merely trained on the book, but hasn't memorized it, should be fine.
This is a little off, when you quote a book you put the name of the book you’re quoting. When you refer to a book, you, um, refer to the book?
I think the gist of these authors complaints is that a sort of “technology laundered plagiarism” is occurring.
Copyright 100% applies to the output of an AI, and it is subject to all the rules of fair use and attribution that entails.
That is very different than saying that you can’t feed legally acquired content into an AI.
I asked Bing Chat for the 10th paragraph of the first Harry Potter book, and it gave me this:
"He couldn’t know that at this very moment, people meeting in secret all over the country were holding up their glasses and saying in hushed voices: ‘To Harry Potter – the boy who lived!’"
It looks like technically I might be able to obtain the entire book (eventually) by asking Bing the right questions?
Then this is a copyright violation - it violates any standard for such, and the AI should be altered to account for that.
What I’m seeing is people complaining about content being fed into AI, and I can’t see why that should be a problem (assuming it was legally acquired or publicly available). Only the output can be problematic.
I think it's not just the output. I can buy an image on any stock Plattform, print it on a T-Shirt, wear it myself or gift it to somebody. But if I want to sell T-Shirts using that image I need a commercial licence - even if I alter the original image extensivly or combine it with other assets to create something new. It's not exactly the same thing but openAI and other companies certainly use copyrighted material to create and improve commercial products. So this doesn't seem the same kind of usage an avarage joe buys a book for.
No, the AI should be shut down and the owner should first be paying the statutory damages for each use of registered works of copyright (assuming all parties in the USA)
If they have a company left after that, then they can fix the AI.
Again, my point is that the output is what can violate the law, not the input. And we already have laws that govern fair use, rebroadcast, etc.
It's an algorithm that's been trained on numerous pieces of media by a company looking to make money of it. I see no reason to give them a pass on fairly paying for that media.
You can see this if you reverse the comparison, and consider what a human would do to accomplish the task in a professional setting. That's all an algorithm is. An execution of programmed tasks.
If I gave a worker a pirated link to several books and scientific papers in the field, and asked them to synthesize an overview/summary of what they read and publish it, I'd get my ass sued. I have to buy the books and the scientific papers. STEM companies regularly pay for access to papers and codes and standards. Why shouldn't an AI have to do the same?
Well, if OpenAI knowingly used pirated work, that's one thing. It seems pretty unlikely and certainly hasn't been proven anywhere.
Of course, they could have done so unknowingly. For example, if John C Pirate published the transcripts of every movie since 1980 on his website, and OpenAI merely crawled his website (in the same way Google does), it's hard to make the case that they're really at fault any more than Google would be.
well no, because the summary is its own copyrighted work
The published summary is open to fair use by web crawlers. That was settled in Perfect 10 v Amazon.
That's part of the allegation, but it's unsubstantiated. It isn't entirely coherent.
It's not entirely unsubstantiated. Sarah Silverman was able to get ChatGPT to regurgitate passages of her book back to her.
Her lawsuit doesn't say that. It says,
That's an absurd claim. ChatGPT has surely read hundreds, perhaps thousands of reviews of her book. It can summarize it just like I can summarize Othello, even though I've never seen the play.
I don't know if this holds water though. You don't need to trail the AI on the book itself to get that result. Just on discussions about the book which for sure include passages on the book.