I am educated on this. When an ai learns, it takes an input through a series of functions and are joined at the output. The set of functions that produce the best output have their functions developed further. Individuals do not process information like that. With poor exploration and biasing, the output of an AI model could look identical to its input. It did not "learn" anymore than a downloaded video ran through a compression algorithm.

The judge isn't saying that they learn or that they're people. He's saying that training falls into the same legal classification as learning.

If what you are saying is true, why were these ‘AI’s” incapable of rendering a full wine glass? It ‘knows’ the concept of a full glass of water, but because of humanities social pressures, a full wine glass being the epitome of gluttony, art work did not depict a full wine glass, no matter how ai prompters demanded, it was unable to link the concepts until it was literally created for it to regurgitate it out. It seems ‘AI’ doesn’t really learn, but regurgitates art out in collages of taken assets, smoothed over at the seams.

If a human did that it’s still plagiarism.

"Fair use" is the exact opposite of what you're saying here. It says that you don't need to ask for any permission. The judge ruled that obtaining illegitimate copies was unlawful but use without the creators consent is perfectly fine.

It can, the only thing stopping it is if it is specifically told not to, and this consideration is successfully checked for. It is completely capable of plagiarizing otherwise.

Formatting thing: if you start a line in a new paragraph with four spaces, it assumes that you want to display the text as a code and won't line break.

This means that the last part of your comment is a long line that people need to scroll to see. If you remove one of the spaces, or you remove the empty line between it and the previous paragraph, it'll look like a normal comment

With an empty line of space:

1 space - and a little bit of writing just to see how the text will wrap. I don't really have anything that I want to put here, but I need to put enough here to make it long enough to wrap around. This is likely enough.

2 spaces - and a little bit of writing just to see how the text will wrap. I don't really have anything that I want to put here, but I need to put enough here to make it long enough to wrap around. This is likely enough.

3 spaces - and a little bit of writing just to see how the text will wrap. I don't really have anything that I want to put here, but I need to put enough here to make it long enough to wrap around. This is likely enough.

4 spaces -  and a little bit of writing just to see how the text will wrap. I don't really have anything that I want to put here, but I need to put enough here to make it long enough to wrap around. This is likely enough.

Oh I agree it should be, but following the judges ruling, I don't see how it could be. You trained an LLM on textbooks that were purchased, not pirated. And the LLM distributed the responses.

(Unless you mean the human reworded them, then yeah, we aren't special apparently)

Why would it be plagiarism if you use the knowledge you gain from a book?

Yes, on the second part. Just rearranging or replacing words in a text is not transformative, which is a requirement. There is an argument that the ‘AI’ are capable of doing transformative work, but the tokenizing and weight process is not magic and in my use of multiple LLM’s they do not have an understanding of the material any more then a dictionary understands the material printed on its pages.

An example was the wine glass problem. Art ‘AI’s were unable to display a wine glass filled to the top. No matter how it was prompted, or what style it aped, it would fail to do so and report back that the glass was full. But it could render a full glass of water. It didn’t understand what a full glass was, not even for the water. How was this possible? Well there was very little art of a full wine glass, because society has an unspoken rule that a full wine glass is the epitome of gluttony, and it is to be savored not drunk. Where as the reference of full glasses of water were abundant. It doesn’t know what full means, just that pictures of full glass of water are tied to phrases full, glass, and water.

Copilot did it just fine

Thanks, I had copy-pasted it from the website

1 it’s not full, but closer then it was.

2. I specifically said that the AI was unable to do it until someone specifically made a reference so that it could start passing the test so it’s a little bit late to prove much.

Facebook (Meta) torrented TBs from Libgen, and their internal chats leaked so we know about that, and IIRC they've been sued. Maybe you're thinking of that case?

What is means is they don't own the models. They are the commons of humanity, they are merely temporary custodians. The nightnare ending is the elites keeping the most capable and competent models for themselves as private play things. That must not be allowed to happen under any circumstances. Sue openai, anthropic and the other enclosers, sue them for trying to take their ball and go home. Disposses them and sue the investors for their corrupt influence on research.

Yes please a singularity of intellectual property that collapses the idea of ownong ideas. Of making the infinitely freely copyableinto a scarce ressource. What corrupt idiocy this has been. Landlords for ideas and look what garbage it has been producing.

Yeah, we had a fun example a while ago, let me see if I can still find it.

We would ask to create a photo of a cat with no tail.

And then tell it there was indeed a tail, and ask it to draw an arrow to point to it.

It just points to where the tail most commonly is, or was said to be in a picture it was not referencing.

Edit: granted now, it shows a picture of a cat where you just can't see the tail in the picture.

AI can “learn” from and “read” a book in the same way a person can and does,

If it's in the same way, then why do you need the quotation marks? Even you understand that they're not the same.

And either way, machine learning is different from human learning in so many ways it's ridiculous to even discuss the topic.

AI doesn’t reproduce a work that it “learns” from

That depends on the model and the amount of data it has been trained on. I remember the first public model of ChatGPT producing a sentence that was just one word different from what I found by googling the text (from some scientific article summary, so not a trivial sentence that could line up accidentally). More recently, there was a widely reported-on study of AI-generated poetry where the model was requested to produce a poem in the style of Chaucer, and then produced a letter-for-letter reproduction of the well-known opening of the Canterbury Tales. It hasn't been trained on enough Middle English poetry and thus can't generate any of it, so it defaulted to copying a text that probably occurred dozens of times in its training data.

How they don't use same words as in the book ? That's not how LLM works. They use exactly same words if the probabilities align. It's proved by this study. https://arxiv.org/abs/2505.12546