As far as I'm concerned, the courts are wrong, and training on ill gotten copyrighted material is not fair use. Given the clear value of highly trained LLMs, the investment they have taken on, and the amount of disruption to the existing economy they stand to make, in a just world, the people who created the training data deserve some level of compensation. I think, in the US, they are very afraid of falling behind China, who doesn't give a shit about intellectual property, but that doesn't mean we aren't crossing an ethical boundary, acting like them.
> As far as I'm concerned, the courts are wrong, and training on ill gotten copyrighted material is not fair use.
It’s important to remember that a court’s job is to apply law to a situation. When a court gets something wrong it’s a misinterpretation of the law and will, by definition, be overturnable on appeal. I suspect that your objection isn’t that the court is wrong, it’s that the law is wrong.
Yes, ultimately the problem is that the law is vague or inadequate. The courts have their definitions of fair use, which are their best efforts at interpreting the law, and I have mine, which is different.
William Roper: "So, now you give the Devil the benefit of law!"
Sir Thomas More: "Yes! What would you do? Cut a great road through the law to get after the Devil?"
William Roper: "Yes, I’d cut down every law in England to do that!"
Sir Thomas More: "Oh? And when the last law was down, and the Devil turned ’round on you, where would you hide, Roper, the laws all being flat? This country is planted thick with laws, from coast to coast, Man’s laws, not God’s! And if you cut them down, and you’re just the man to do it, do you really think you could stand upright in the winds that would blow then? Yes, I’d give the Devil benefit of law, for my own safety’s sake!"
This is why the idea of being "Vogelfrei" or "lawless" was honestly a terrifying concept in the middle ages. They are neither bound by law, nor protected by law.
A lawless man can be struck down with force without persecution by law, because they are lawless.
It's not a settled area of law and there is a SDNY judge that has a completely different application of the fair use analysis in the same exact context and came to a completely different conclusion (that it is not fair use).
I would like to see a citation on that b/c I am unaware of it. The only case I see in SDNY is the NYT v OpenAI case which has not been ruled on yet. https://www.reuters.com/legal/legalindustry/copyright-law-20...
Sorry, I'm thinking of Kadrey, where the court rejected Anthropic's "training" argument and provided an explanation as to how author litigants should demonstrate market harm in order to succeed on a fair use analysis, a factor that Alsup did not effectively weigh.
I suspect the market harm angle is not going to work out either based on the one study I know of on the topic: https://www.nber.org/papers/w34777
> We document a tripling in the number of new books coming to market between late 2022 and late 2025 that mirrors the use of AI that we detect in new books. The effects of this influx on consumer welfare depend on the quality of the additional books. The average quality of new books has fallen with the LLM-induced influx, and books with detected AI are substantially worse than human-authored books, so that much of the new work is of little value to consumers. Still, the LLM influx has delivered some books in the middle range of the usage/quality distribution, and the LLM-era entry process delivered seven percent more consumer surplus from books than the pre-LLM process in 2025.
...
Moreover, the arrival of LLMs does not appear to have displaced activity by incumbent authors. Despite the controversy surrounding LLMs, their effect on book consumers – like other cost-reducing technological changes in the cultural industries – is positive. However, because the new books are mostly of low quality, the effects are modest
So not only are existing authors unharmed (because most of the new competition is slop) there is even a small improvement for consumers.
What do you know, you can get someone to support any message or arguments you want.
Lesson in there about experts and politics.
IMO, using copyrighted works to train models should only be "fair use", if the models are then released as (at least) open weight, so that the public can benefit from it. (Although as noted by a sibling, this would require a law change, not action by the court).
I’m not sure if that’s enough but it would be a great start.
Adobe’s ereaders had a disclaimer that their books cannot be read aloud. There’s clearly precedent that this sort of transformation was disallowed by publishers at the time. Interestingly, at least the audiobook of the latest dungeon crawler Carl has a disclaimer that it can’t be used to train AI
"I haven't loaded an advertisement in 20 years, I have 6TB of movies, 2TB of music, and seemingly endless file trees of mangas, all acquired for free over the years. Now having not said that, I beg you enforce copyright on these AI labs, so I can get a cut of their revenue for my years of writing well researched comments on the internet"
The internet, in true internet fashion, still has the general logic level of a 15 year old.
In that case AI should just be open source/weight. I don't agree with copyright in general but I see where you're coming from.
I think this posture is hugely beneficial to China if they can commoditise the hardware.
So will you owe life long compensation for all the knowledge you got from books too? How about all the pirated books, music, movies, etc you consumed? When will you set up a life long payment plan to corporations that own these rights, because I have a bridge to sell you if you think any of this settlement will go to any of the people who created anything.
I’m guessing you have some kind of imagined idea of some small author being compensated handsomely for his book and all future earnings that could have come from it. Reality though is that between the attorneys that will run away with some high triple digit millions and the corporations that own the rights to the subject works, there will be measly “checks” for any actual person that created anything, i.e., an artist or author.
In an odd way, this whole case is really just “capitalism” cannibalizing itself, i.e., publishers greedily and also in a terrified manner trying to steal away as much capital from the technological shift to AI as possible in order to either create a buffer or fund their transformation to adapt to what AI means to the very nature of writing itself, let alone publishing.
I suspect human writing could survive, but I don’t see any room for publishers.
> So will you owe life long compensation for all the knowledge you got from books too?
No because we are people and the laws differ for people, corporations, and machines.
I think people forget that laws are perfectly capable of carving out exceptions, leaving purposeful ambiguity, expressing intent, etc. Yes, humans can have special rules, and very obviously should since laws exist to improve human lives.
I am actually not settled on either side of the matter and I have not forgotten that, but I think what we are really looking at is a rather more complex matter than people want to make it out to be. We are holding several but at the very least contradictory positions and they are incompatible.
Either it is theft or not theft. Why would you stealing from me deserve an exception, but when a group of people in an organization you may refer to as a corporation steal from me, you want them to pay me? Do as I say, not as I do or something like that?
Of course exceptions can be carved out, but they cannot be just, inherently. The problem is that we have allowed our ruling maniacs to create a fiction that organizations are people, which not only have more rights, and less responsibilities, and even less consequences/penalties; but also confers upon the individuals that make up the corporate person rather extreme super powers like being able to commit crimes up to outright murder, and there not only are effectively zero consequences for or to them but in most cases today they immensely profit from it and then shield that money from the victims seeking justice.
The underlying issue, why I am not settled on this matter, is that it is inherently contradictory because the facts and underlying assumptions are all so distorted and perverted that there is no good answer to be had and it's really just a matter of rule of power, feigning rule of law.
> So will you owe life long compensation for all the knowledge you got from books too?
You're just falling into the trap of anthropomorphizing the phrase "training" in the context of LLMs, which is not the same things as what humans do. There is no evidence they are the same thing and there is nothing to support the notion that what an LLM does when it "trains" on a book is equivalent to a human reading it.
Whatever "training" is, if you can't persuade the machine to spit substantially the same text back out verbatim, it's clearly not something that falls under copyright law either, because there's no copy.
Yes, for some texts that's possible. But for the vast majority, it is not.
> spitting out verbatim text
The New York Times lawsuit is resting on the point that large chunks of undigested articles can be vomited out. OpenAI tried to have the lawsuit thrown out but the courts permitted it to continue.
The Times... alleged that OpenAI's ChatGPT and Microsoft's Copilot had produced near-verbatim replicas of copyrighted articles, that the chatbots generated hallucinated content falsely attributed to the Times, ...
https://en.wikipedia.org/wiki/The_New_York_Times_v._Microsof...
It's possible. Would be interesting to see their evidence, and to know whether they can reproduce it for arbitrary articles, not just ones that have been endlessly republished on the net.
> spitting out verbatim text
> had produced near-verbatim replicas
Don't get too hung up on the preciseness of the copy - the courts won't. I doubt that spitting out an existing article with a few adjectives changed would be considered transformative.
> if you can't persuade the machine to spit substantially the same text back out verbatim
That's exactly what they've done in a number of the lawsuits, so I'm not sure why you think that hasn't occurred.
Can you cite any information on this not being possible for the vast majority?
Or is it simply that the correct prompt hasn't been written for all possible cases?
I also fail to see the difference if logic/harnessing is added around a vector database that can output the complete corpus, but simply is instructed not to.
It very clearly is still compressing the information into the vector weights, and then recovering that information, thus the information is encoded.
Why is a vector database somehow completely different from maintaining a library of the text itself?
Information entropy. The amount of data an LLM ingests cannot be compressed to the size of the weights even at maximum theoretical compression.
Is that relevant? I can use a lossy compression algorithm such that the original could never be recovered from the image I've produced, but that derived image would surely be under copyright.
LLMs are obviously capable of producing "exact" phrases as well. Ask it to give you famous quotes, it can do it. Ask it to read a paper for you and cite it, it can do it.
> but that derived image would surely be under copyright.
I wouldn't bet on that. https://en.wikipedia.org/wiki/Campbell%27s_Soup_Cans
I don't know that this really challenges anything relating to compression.
Why would a derived image be under copyright?
Because that's legally the case? I don't understand the question. Using a lossy compression algorithm on an image does not remove its copyright protection.
Nah, I can't prove a negative. But Common Crawl is 12 petabytes and is not the largest part of what these models get trained on. DeepSeek v4 Pro is, what, 865GB?
That's one hell of a compression ratio, if it can do what you claim.
You are asking to prove a negative. But even assuming that the model is capable of returning every bit of its training data verbatim (a mathematical impossibility) that would not be enough as mere capability is insufficient here. If capability alone were the standard any library that also has a photocopier / scanner would be in violation.
To prove distribution of copyrighted materials it would have to be practical and actually used in the wild by people to circumvent copyright and generate copies of those works. Again, I can't prove a negative, but that isn't the standard, and nobody has shown a practical exploit here.
There was a paper a while back where (from memory) they managed to coax 75% of the original text of some internet-popular books out of an LLM. Harry Potter, 1984, etc. That's why I said it was possible for some texts.
My assumption is that multiple copies in the training data "wear a deeper groove". I believe those are infringing, and should be dealt with on a case-by-case basis. But the vast majority of text doesn't wear that groove.
(Edit: Think it was this one https://arxiv.org/abs/2601.02671)
This reliably inevitable rationalization comes up in every thread it seems, and its ultimate goal is to humanize AI. This is what the big guys want us peons to believe and it works so well, I have even been lectured by an AI for being rude, the implication was that I was logged in and it would be a shame if anything happened to my account.
Quit trying to make AIs human, people who are trying to make AI human keep forgetting that humanized AI's have only the morals relevant to their mission, there is no profit in humanizing AI's because if we continue on this track of humanizing AI's, we being stupid humans will grant them civil rights expecting these new AI's with rights will somehow respect our rights and thats a fundamental misunderstanding of how AI'S actually work.
copyright is bullshit
Copyright is what stops someone from copy+pasting a book that took years to write, then selling it $1 cheaper than the original author on Amazon or whatever and making a margin 1 million percent higher than the original author.
Imagine a society without copyright… only physically intensive jobs could make money because everything else would be pirated, ripped-off or free. Thus, only those who are financially independent could afford to publish. Because the world really needs more rich class propaganda…
How many times were hugely popular books rejected before a publisher decided they were worthy?
Copyright far more protects the wealthy than the good. They don't need to sell your book, they just need to own the book that people are buying right now. Giving your book a chance to sell would dectract from those sales.
If there were no copyright anyone trying to sell the book $1 cheaper would be undercut by someone selling $1 cheaper them them, and so on. The financial incentive to do that goes away. People then choose to distribute based on different incentives, like the fact that they have seen something worthy that others should see. We have almost completely lost that today because the financial incentive doesn't care what it is as long as you buy it. That might lead to a world dominated by an optimisation for whatever it takes to get you engaged, or worse, addicted. That world might really suck.
There needs to be a way to support the creation of art. Copyright lets a few corporations decide the subset of available art is seen enough and available to pay for (in the hope that maybe some of the patment gets to the creator). It is not a system that works in the modern world.
Well, there is nothing to distribute if the author is not incentivized to write... which you seemed to skip past.
Indeed, perhaps I should have said
There needs to be a way to support the creation of art.
Great, that way is called copyright. The author has the right to control who has the rights to distribute their work, and can require compensation in exchange for that right; what economists refer to as "selling".
People have been paid artists before copyright even existed, what some might call patronage.
And?
Therefore copyright is not necessary.
That's a big leap
>There needs to be a way to support the creation of art.
Yeah, it's called "copyright."
If money is the only incentive, then it's not a product of artistic work.
Also current copyright laws only exists to fulfill the constitutional mandate to promote the progress of science and useful arts. There are a lot of alternative ways to fulfill that mandate that don't include a lot of the baggage we have presently in copyright law which is now slowing down progress.
>If money is the only incentive, then it's not a product of artistic work.
This is just bullshit and no one said it's the only incentive.
> There are a lot of alternative ways to fulfill that mandate that don't include a lot of the baggage we have presently in copyright law which is now slowing down progress.
such as??
> Thus, only those who are financially independent could afford to publish. Because the world really needs more rich class propaganda…
Yes, all the rich class propaganda being pushed by open source developers working on software in their free time.
That's oversimplifying things.
Copyright doesn't actually stop me from pirating a book or an mp3 right now. Heck, I'll just download a book right now. Bam. Done. Some things are so difficult to keep from being pirated, such a photographs, that saying the copyright system protects photographers strikes me as a bit silly. It does protect some commercial photographers if a magazine wants to sell their photo sometimes, but that's a very very small slice of all the photos in copyright that are being shared online right now.
Also there are other systems that might protect an author's financials. Off the top of my head I imagine you could do a netflix model where every citizen pays some taxes to consume intellectual property like a utility. Then the goverment finds a way to measure what is being consumed and gives each author a share based on the rate of consumption. In fact the "intellegence is a ultility" ramblings of Sam Altmen sort-of point in this direction. But that's just one idea thought up early in the morning when its too hot to sleep properly. I'm sure there are many others.
> It does protect some commercial photographers if a magazine wants to sell their photo sometimes, but that's a very very small slice of all the photos in copyright that are being shared online right now.
That is a very small slice thanks to copyrights. Without copyrights then corporations stealing from the small guy like this would be the majority of it.
It's funny because copyright only benefits the rich now. Record labels hold all the copyright to songs, same with publishers for books, Disney made sure it lasts over a hundred years. The days of copyright being held by individuals in any real sense is long gone.
Right, it's about incentivising intellectual work. While I have big issues with the copyright system, like all the extensions lobbied for by Disney and friends, it did enable a lot of good work to happen.
> it did enable a lot of good work to happen.
How do we know that when we don't have a copy of the world without this regime? How much more and greater works could have been produced without such a repressive system?
A really successful work becomes part of the culture, and remixing, derivatives and other modes of integrating cultural artifacts are prohibited. Why should we allow corporations to own our culture?
Yeah, I can't AB test against a world without copyright at all, but I think there's sufficient evidence to believe that a lot of stuff would never have gotten done without copyright to ensure it could be done gainfully.
The importance of striking a balance between incentivising creation and enriching culture was why the original copyright term was dramatically shorter. The modern term of owners life + 80 years or whatever it is, is clearly ridiculous. 20 years before entering public domain seems pretty reasonable.
There's unfortunately also some pressure against people using legitimate public domain works. E.g. youtubers getting copyright strikes for playing public domain music because it's too similar to a specific copyrighted recording.
You’re arguing that freely remixing original work will give rise to greatness that’s even better than original work?
Isn't most creative work synthesis rather than unique whole-cloth creation? Look at what happens with software when it is open sourced and allowed to be remixed freely. Are we better or worse off because of it?
There's nothing that prevents people from remixing things that are not copyrighted and create something amazing that others are interested in or of cultural value.
With open source, I should note, its remixing is in fact governed by copyright.
Possibly. Sort of like how Disney remixed basically everything from existing fairy tales for decades then made it so nobody else could.
Yes? I don't understand how this is even a question, this is exactly how it worked throughout human history.
In what way is copyright preventing it today?
I can't make and sell a remix of an existing IP and even in cases of free distribution it can get dicey legally.
I think the idea is if "AI" can solve math proofs that humans haven't for a century then if "AI" freestyles stolen art and literature then it might create something as good if not better because of resources and processing power
There might be something to that logic but art and literature doesn't obey rules like math and copyright exists to protect creators
Go read a few fanfics and tell me you still think that theres added value.
Quite rich coming from a creator apparently, only certain creations are deemed worthy by you, seems like it invalidates your entire stance on the sanctity of art that all these pro-copyright people seem to hold.
I can't tell if this comment is satire or not.
You're speaking to the generation of pirates. What? Suddenly everyone is hanging up their high seas hat to capture the virtue signals of current sentiment?
I would be fine with abandoning copyright ... If it is done for everyone equally, and not just tech giants and VC money businesses get a free pass, while everyone else still has to follow the copyright laws. Lets go ahead and usher in an age of free information and experiencing all forms of human expression for everyone. But lets also come up with a way, to compensate our creative minds and our educators and artists. How about that UBI? We stand much to gain as humanity.
This. Copyright is a flawed system. There can be alternatives that allow more than 1 player to play and not create monopolies.
For example. I invent a new method of power washing. I start a power washing business using new tech. I file the tech for patent and copyright-equivalent use. This is then made available to other power wash companies that wish to use the tech and be certified in it so long as a small portion of their revenue goes back to the inventor for a set amount per volume, or something similar of a metric that has a cutoff after a point.
This will breed new industries, create new jobs, introduce new innovations, and allow the markets to move on from being strangled by one giant corporation.
Isn't that just...patent licensing? But I agree that it should be a forced outcome so everyone can use it rather than waiting a ridiculous 20 years.
This reminds me of this argument with libertarians/ancaps:
A: rich people pay less % in taxes than wage workers, we should close the loopholes
B: but taxes are immoral to begin with
A: ok, but can we do something now about the unequal enforcement? Unrealized gains, tax havens, trusts, fake charities, etc?
B: well a society based on property rights… ackhully you should read this book by Mises/Rothbard/Rand
Never really understood how libertarians expect to have someone making guns for their fiefdoms when there is no one to enforce property rights for said gun elements and manufactories.
Libertarianism is not a philosophy. It's selfishness taken to extremes and trying to find ways to justify it at a societal level. The only reason we're the top species is because we're ultra social and have culture, which is inherently a social trait (don't eat those red berries, they're poisonous). Libertarianism want all the benefits of working together with no actual thought into how that working together happens in real life, including punishment for bad behavior.
Yeah its wrong in very very similar ways to communism.
What very very similar ways would that be?
I guess they presume it requires on the good will of everyone to live peacefully without violating (non-existent) property laws over, say, robbing you in your sleep.
Surprise: the comment above was downvoted in the bastion of libertarianism :-)
https://youtu.be/lh2__MN-FTU?si=LXIaljh__s8fD75l&t=1568
About 3 minutes of video worth watching.