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I used to build games professionally and as a hobby. Last year I tried using AI to make isometric assets for a gardening game. The pictures looked lovely. The tiles didn't line up, so I couldn't use them.

That's the maddening thing about game development: an image can look right and still be wrong for the job. Scale, alignment and consistency matter more than a convincing screenshot. I'm tempted anyway.

The Kimi models released this week talk about game and 3d image use cases. Might be worth a tyre kick.

same wall with sprites. one great frame, then you need the same character facing four directions and it's a different guy each time

yes it's difficult for an AI - I think 3d models and rendering down to 2D is better approach