Android 10's dark theme affects the entire system and your apps by default, but not your wallpaper. If you want the wallpaper to change, this app can do it.

ChromeOS 104 introduces proper dark and light themes that touch every aspect of the user interface. This includes the shelf, app launcher, Files app, and the backgrounds of various settings pages.