> Has anyone come across a solution where model can iterate (eg, with prompts like "move the bicycle to the left side of the photo")? It feels like we're close.

Emu can do that.

The bluejay/toronto thing may be addressable later (I suspect via more detailed annotations a la dalle3) - these current video models are highly focused on figuring out temporal coherence