In your scenario the device shuts done when the battery runs out, but at the latest after 10 hours. That's different from "at the latest when the battery capacity is exhausted".
Instead the implied mode of operation is that they shut down after 10 hours, but sometimes they dont and after 12 hours the battery is empty. Or maybe it's another trigger (location?) that is not always active or does not always trigger