The most extreme case being Samsung outright painting the moon in when it thinks a piece of picture is semantically likely to be the moon.
Whether the detail data is encoded as PNG or as AI weights is immaterial, it is adding data that is not there, by a long shot.
https://www.theverge.com/2023/3/13/23637401/samsung-fake-moo...