I upgraded to the Watch 7 from the Watch 4 and have been having issues with the display turning off every few hours on my wrist even though the AOD setting is on. I saw some posts on Reddit and there's quite a few people with the same issue. Wrist detection isn't the issue. I believe it's a software glitch.
