It’s important in the fair use assessment to understand that the training itself is fair use, but the pirating of the books is the issue at hand here, and is what Anthropic “whoopsied” into in acquiring the training data.
Buying used copies of books, scanning them, and training on it is fine.
Rainbows End was prescient in many ways.
I think that this is a distinction many people miss.
If you take all the works of Shakespeare, and reduce it to tokens and vectors is it Shakespeare or is it factual information about Shakespeare? It is the latter, and as much as organizations like the MLB might want to be able to copyright a fact you simply cannot do that.
Take this one step further. IF you buy the work, and vectorize it, thats fine. But if you feed it in the vectors for Harry Potter so many times that it can reproduce half of the book, it becomes a problem when it spits out that copy.
And what about all the other stuff that LLM's spit out? Who owns that. Well at present, no one. If you train a monkey or an elephant to paint, you cant copyright that work because they aren't human, and neither is an LLM.
If you use an LLM to generate your code at work, can you leave with that code when you quit? Does GPL3 or something like the Elastic Search license even apply if there is no copyright?
I suspect we're going to be talking about court cases a lot for the next few years.
This seems too cute by half, courts are generally far more common sense than that in applying the law.
This is like saying using `rails generate model:example` results in a bunch of code that isn't yours, because the tool generated it according to your specifications.
I’d guess the legal scenario for `rails generate` is that you have a license to the template code (by way of how the tool is licensed) and the template code was written by a human so licensable by them and then minimally modified by the tool.
[1] https://en.wikipedia.org/wiki/Monkey_selfie_copyright_disput...