Yes it stays paused even after a reboot. Unpause. Problem solved.
To be clear, are you speaking of the pause button that appears for each camera or a global one? All 3 cams are frozen, on the live screen (not playback or alerts). There is no pause on the live screen viewing unless I am misunderstanding you.