My monitor's brightness is already all the way up.
I maxed out the settings, then started Doom 3 and ingame all was dark.
But when I alt-tabbed, the icons of active programs were all bright like they should be. Then I quit the game and the desktop and the alt-tabbed icons were back to normal.
I'm not too keen on upgrading drivers, I'll use it as a last resort attempt.