Nurses are trained to identify trends across many (sometimes too many) patients. Sure its inconvenient if a nurse monitors your blood pressure or oxygen levels every 2 hours after surgery, especially when you are sleeping, and especially if you recover perfectly.
But if you have a post-op internal bleed that occurs during the night, when you are asleep and unable to let someone know you are feeling woozy (because you are asleep), that's when trouble occurs. Frequent observations mean nurses can identify when things are going south before you get to an emergency situation.
Blood pressure drops sharply over 2 hours, monitor every 15 minutes, see if it stabilises. If it doesn't raise the alarm quickly.
Same with audio on machines, that constant beep is annoying to you, but it means the machines are operating and you are getting your prescribed fluids - silence on a night ward is a sign something is wrong, and quickly precedes an emergency alarm.