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Copyright covers your creative expression.
For example, you draw a superhero named "LemmyMan" and post it online. All of your creative choices are protected. If someone made another LemmyMan with a different caption, they would be violating your copyright because you created everything about LemmyMan, not just the caption in your drawing.
Now suppose you take a photo of Mount Everest. Mount Everest is not your creation, but the choices of lighting, foreground, and perspective are. Someone could not copy your exact photo, but they could take a different photo of Mount Everest making different creative choices.
The same is true of taking a photo of work in the public domain, like the Mona Lisa. If you make no creative addition to the Mona Lisa in your photo, then you have no copyright at all. If you put some creativity into your photo, like some interesting lighting, then those creative elements are protected. But anyone else could still take a photo of the Mona Lisa with different lighting, the subject itself is not under copyright.
Now suppose you tell an AI, "Draw me a superhero", and it outputs ChatMan. If you make no further creative additions, then you have no copyright at all. But suppose you add a caption to it. Then the caption is your creative expression, so that is protected. But the rest of ChatMan is not, it's in the public domain just like the Mona Lisa. Anyone else can make their own version of ChatMan that's exactly the same minus your caption, because the underlying subject is not protected.
You just inadvertently explained why copyright doesn't cover training. Thanks.
Copyright doesn't cover the output of training. But AI companies are being sued over training input.
If you want to download a bunch of images from the Getty catalog, you need permission from Getty. If you don't have their permission and download them anyway, you can be sued. It doesn't even matter whether those images are used for training or some other commercial purpose unrelated to AI.
Depends on the training and the output.
Just like if you photographed the Mona Lisa in such a way as it recreated the piece as if it wasn't a photograph, a model sufficiently trained that can reproduce the original training data, you have copyright issues.
Problem is that many models can do this, but it's a mathematically improbable occurrence.
If I make a stamp that's made of 1 billion exact copies of different copyrighted photos and cut it infinitesimally small, and mixed it up, the problem that it can produce the original work that it was made from still becomes a copyright issue.
You'd have to prove the opposite, in fact. That it's mathematically impossible for your model to reproduce the copyrighted content for it not to be an issue