[jacobion]

The Law of Large Numbers is an actual math theorem. The Law of Averages is a non-technical name for various informal reasoning strategies, some fallacious (like the gamblers fallacy), but mostly just types of estimation that are justified by more formal probability theory.

[pfdietz]

More generally, see "concentration of measure".

https://en.wikipedia.org/wiki/Concentration_of_measure