

AI or “algorithm” upscaling fundamentally creates something out of nothing. That’s what upscaling is, so it is generative because its quite literally generating “guesses” at what should be there, pixel by pixel.
Its literally the trope in movies where they’re reviewing grainy security can footage and someone says “enhance” and its magically a crystal clear image. Its just that we have technology to do that now.
I’d agree there’s a semantics argument that using AI for upscaling is different than creating new, but its just that semantics.
That’s being too generous. Some may not fully understand, but many do and simply don’t care. Not sure if better or worse, but its not entirely lack of understanding.