Note that we obtain the same confidence interval as in Exercise 1. The confidence interval does not depend on the null hypothesis, whereas the significance test does.
In the video it is said that to obtain the CI, you need to subtract the upper and lower limits from the test value. why do you add it here? which one are you supposed to do and how do you know the difference?