That's the 'built by the lowest bidder' feature. Probably pretty realistic in a lot of places.

It's GenAI. It does something that's kind of like what you asked it to do, but it will skip some details or add other ones or whatever.

Dreary architectural pictures will be more likely to have electrical boxes, poor materials, etc, so when it moves the buildings from the latent space for cheery bright architectural renderings to dreary wet November architectural renderings, it will be more likely to add some of those details, because that's what's in its latent space.

Don't expect GenAI to be magic.

It's not a filter, it's an image editing model

Au contraire, in a rather realistic way