A few reasons come to mind as to why its not working automatically:
1. If you have more than one backlight interface, the system may be confused as to which one to use.
2. If you have laptop-mode tools installed, you may need to look closely at the configuration file and make sure its setup correctly.
3. The power manager for your DE (Gnome, Unity, Xfce, etc) may not be properly managing the backlight interface.
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