I think it's seeing very delicate remains of the imperfections, that the human eye doesn't notice.
Yeah exactly!
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I'd say that the human brain, yours specifically, has not yet trained itself to notice, to be precise.
We can and do do the same thing these AI models do, and much more that they cannot do.