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Why This Award-Winning Piece of AI Art Can’t Be Copyrighted::Matthew Allen’s AI art won first prize at the Colorado State Fair. But the US government has ruled it can’t be copyrighted because it’s too much “machine” and not enough “human.”
In the US, you need your copyright to be registered in order to file an infringement suit or be granted statutory damages. This must be done prior to the infringement, so they wouldn’t be able to pick and choose which to register after the fact. The fact that (unregistered) copyright arises from the moment of creation is true, but not particularly useful here.
Copyright is not the same as patents or trademarks; someone coincidentally creating something very similar or even an exact replica of your work is not infringement.
If whether you copied from their work or independently made similar choices is under question - then close similarity of the works could skew the balance of probabilities. However, the courts will be able to see that coincidental similarity is far more likely if a colossal number of images have been registered.
It’s still copyright infringement even if you publish it non-commercially, but a Fair Use defense would likely hold up.