Is it acceptable to build a product which contains the copyrighted works of others without their permission? Is it different if the works contained in the product are programmatically transformed prior to distribution?
Somebody correct me if I'm wrong, but my understanding of how image generation models and training them works is that the end product, in fact, does not contain any copyrighted material or any transformation of that copyrighted material. The training process refines a set of numbers in the model, But those numbers can't really be considered a transformation of the input.
To preface what I'm about to say, LLMs and image models are absolutely not intelligent, and it's fucking stupid that they're called AI at all. However, if you look at somebody's art and learn from it, you don't contain a copyrighted piece of their work in your head or a transformation of that copyrighted work. You've just refined your internal computers knowledge and understanding of the work, I believe the way image models are trained could be compared to that.
I understand that's how you think of it, but I'm talking about the technology itself. There is absolutely no copy of the original work, in the sense of ones and zeros.
The image generation model itself does not contain any data at all that is any of the work it was trained on, so the output of the model can't be considered copyrighted work.
Yes, you can train models to copy artists' styles or work, but it's not like tracing the image at all. Your comparison is completely wrong. It is a completely unique image that is generated off of the model itself, because the model itself does not contain any of the original work.