Go to settings, theme (or start+theme if you're on 8.1) then click background.
When you set it to light, does it give you the "your screen isn't optimized for light colors" prompt and warn you that it will use up more battery life?
When you set it to light, does it give you the "your screen isn't optimized for light colors" prompt and warn you that it will use up more battery life?