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
FIrst, it’s a very new article with only 3 citations. The authors seem like serious researchers but the paper itself is still in the, “hot off the presses” stage and wouldn’t qualify as “proven” yet.
It also doesn’t exactly say that books are copies. It says that in some models, it’s possible to extract some portions of some texts. They cite “1984” and “Harry Potter” as two books that can be extracted almost entirely, under some circumstances. They also find that, in general, extraction rates are below 1%.
As long as they don’t use exactly the same words in the book, yeah, as I understand it.
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
I’d say there are two issues with it.
FIrst, it’s a very new article with only 3 citations. The authors seem like serious researchers but the paper itself is still in the, “hot off the presses” stage and wouldn’t qualify as “proven” yet.
It also doesn’t exactly say that books are copies. It says that in some models, it’s possible to extract some portions of some texts. They cite “1984” and “Harry Potter” as two books that can be extracted almost entirely, under some circumstances. They also find that, in general, extraction rates are below 1%.
The “if” is working overtime in your statement