Thanks to automatic high beams, its a problem in residential urban areas too. My neighborhood does not have much in the way of streetlights, and automatic high beams operate by detecting whether there is significant oncoming light. That means that in my neighborhood, cars with AHB always have their high beams up when there isn't oncoming car traffic. They also tend to function really badly around road curves in residential areas, where they'll affect other drivers.

PSA: Turn off your automatic high beams, they aren't worth it the damage they do to the rest of us.