Earlier quoted context omitted.
I think people 100% have the right to use this on their images, but: > simply acquiring only training data you have permission to use Currently it's generally infeasible to obtain licenses at the required scale. When attempting to develop a model that can describe photos for visually impaired users, I had even tried to reach out to obtain a license from Getty. They repeatedly told me that they don't license images fo…
I don't believe it's a "doesn't deserve to exist" situation, because these things genuinely can be used for the public good. However - and this is a big however - I don't believe it deserves the legal protection to be used for profit. I am of the opinion that if you train your model on data that you do not hold the rights for, your usage should be handled similarly to most fair use laws. It's fine to use it for your…
Say I train a machine vision model that, after having pretrained on ImageNet or similar, detects deformities in a material for a small company that manufactures that material. Do you not think that would be fair use, despite being commercial?
To me it seems highly transformative (a defect detection model is entirely outside the original images' purposes) and does not at all impact the market of the works.
Moreover, you said it was "Baffling to see anyone argue against this technology" but it seems there are at least some models (like if my above detector was non-commercial) that you're ethically okay with and could be affected by this poisoning.