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srean 4 hours ago

This is a potential problem in "AI" denoising as well.

These denoising models, the autoencoders more directly so, work by (lossily) mapping the raw input to a very low dimensional representation. The other part generates the desired image back from the low-d representation.

The problem is that nothing, in the vanilla versions, prevent the the low-d version to be a semantics representation such as, Moon, dark hair etc and the generative part to take cues from the semantic representation to a generated sub-image.

The Samsung phone Moon image was likely a result of deliberate choice / company policy, but these things can happen without explicit intent.