this post was submitted on 26 Jul 2023
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Of course it is. It's not a 1:1 comparison, but the way generative AI works and the we incorporate styles and patterns are more similar than not. Besides, if a tensorflow script more closely emulated a human's learning process, would that matter for you? I doubt that very much.
Having to individually license each unit of work for a LLM would be as ridiculous as trying to run a university where you have to individually license each student reading each textbook. It would never work.
What we're broadly talking about is generative work. That is, by absorbing one a body of work, the model incorporates it into an overall corpus of learned patterns. That's not materially different from how anyone learns to write. Even my use of the word "materially" in the last sentence is, surely, based on seeing it used in similar patterns of text.
The difference is that a human's ability to absorb information is finite and bounded by the constraints of our experience. If I read 100 science fiction books, I can probably write a new science fiction book in a similar style. The difference is that I can only do that a handful of times in a lifetime. A LLM can do it almost infinitely and then have that ability reused by any number of other consumers.
There's a case here that the renumeration process we have for original work doesn't fit well into the AI training models, and maybe Congress should remedy that, but on its face I don't think it's feasible to just shut it all down. Something of a compulsory license model, with the understanding that AI training is automatically fair use, seems more reasonable.
no, it really isn't--it's not a 1000:1 comparison. AI generative models are advanced relational algorithms and databases. they don't work at all the way the human mind does.
no, the results are just designed to be familiar because they're designed by humans, for humans to be that way, and none of this has anything to do with this discussion.
nobody is saying it should be individually-licensed. these companies can get bulk license access to entire libraries from publishers.
yes it is. you're just framing it in those terms because you don't understand the cognitive processes behind human learning. but if you want to make a meta comparison between the cognitive processes behind human learning and the training processes behind AI generative models, please start by citing your sources.
this is not the difference between humans and AI learning, this is the difference between human and computer lifespans.
no, it's a case of your lack of imagination and understanding of the subject matter
yes
nobody is suggesting that
lmao
You're getting lost in the weeds here and completely misunderstanding both copyright law and the technology used here.
First of all, copyright law does not care about the algorithms used and how well they map what a human mind does. That's irrelevant. There's nothing in particular about copyright that applies only to humans but not to machines. Either a work is transformative or it isn't. Either it's derivative of it isn't.
What AI is doing is incorporating individual works into a much, much larger corpus of writing style and idioms. If a LLM sees an idiom used a handful of times, it might start using it where the context fits. If a human sees an idiom used a handful of times, they might do the same. That's true regardless of algorithm and there's certainly nothing in copyright or common sense that separates one from another. If I read enough Hunter S Thompson, I might start writing like him. If you feed an LLM enough of the same, it might too.
Where copyright comes into play is in whether the new work produced is derivative or transformative. If an entity writes and publishes a sequel to The Road, Cormac McCarthy's estate is owed some money. If an entity writes and publishes something vaguely (or even directly) inspired by McCarthy's writing, no money is owed. How that work came to be (algorithms or human flesh) is completely immaterial.
So it's really, really hard to make the case that there's any direct copyright infringement here. Absorbing material and incorporating it into future works is what the act of reading is.
The problem is that as a consumer, if I buy a book for $12, I'm fairly limited in how much use I can get out of it. I can only buy and read so many books in my lifetime, and I can only produce so much content. The same is not true for an LLM, so there is a case that Congress should charge them differently for using copyrighted works, but the idea that OpenAI should have to go to each author and negotiate each book would really just shut the whole project down. (And no, it wouldn't be directly negotiated with publishers, as authors often retain the rights to deny or approve licensure).
you're accusing me of what you are clearly doing after I've explained twice how you're doing that. I'm not going to waste my time doing it again. except:
except that the contention isn't necessarily over what work is being produced (although whether it's derivative work is still a matter for a court to decide anyway), it's regarding that the source material is used for training without compensation.
and, likewise, so are these companies who have been using copyrighted material - without compensating the content creators - to train their AIs.
That wouldn't be copyright infringement.
It isn't infringement to use a copyrighted work for whatever purpose you please. What's infringement is reproducing it.
and you accused me of "completely misunderstanding copyright law" lmao wow
Yes. I do. And I'm right.
lmao
It's infringement to use copyrighted material for commercial purposes.
If I buy my support staff "IT for Dummies", and they then, sometimes, reproduce the same/similar advice (turn it off and on again), I owe the textbook writers money? That's news to me.
No, it isn't. There are enumerated rights a copyright grants the holder a monopoly over. They are reproduction, derivative works, public performances, public displays, distribution, and digital transmission.
Commercial vs non-commercial has nothing to do with it, nor does field of endeavor. And aside from the granted monopoly, no other rights are granted. A copyright does not let you decide how your work is used once sold.
I don't know where you guys get these ideas.