My main problem is the color temperature of the light. It should shift from blue to orange as you make it dimmer. Reading with a blue cast light late at night, with the lights turned down sucks.
One of my main use cases is reading a book before bed. Without f.lux-like functionality that use case is significantly worse.
On the other hand, I can turn a bedlamp on and turn the backlight off, which is OK.