Writing f(n) = O(g(n)) is actually bad notation perpetuated by lazy instructors. O(g(n)) is actually a set of functions, and the correct notation is f(n) ∊ O(g(n)).

(If the unicode breaks, that's the is-a-member-of symbol.)