

Can somebody help me out in trying to explain why they are not the same (I think).
If we square both expressions, we get

I am a bit confused about taking the positive and negative square roots, so if someone could provide an easy to understand explanation about what is correct, that would really help me out, because it's just bugging me at the moment.