It seems like it's not even that thought out. Google allows the devices to fully download the models...just not run them?
If you want the models, here ya go: https://pastebin.com/jh4YG5jX
That's every file the app downloads on launch.
EDIT: Seemingly I'm wrong. Someone below in another comment stated that they are not allowing the device to download the Gemini Nano model and that's what the failure is from.