Statistics, Machine Learning, Data Science, Central Limit Theorem, Sample.
Normally-distributed. This is true regardless of the distribution of the random variables in the sample, i.e. A_1 to A_N. The final point is the really interesting part. Start with a population distribution of any shape (suppose, we lived in a world where US citizens were uniformly distributed