A selected excerpt from this paper:

"The same should hold for Theorem 1, as will be discussed. We avoid the O(1) notation as far as possible, as it can be severely misleading (e.g. 10^42 = O(1)^O(1)) = O(1)).

This work could be viewed as another O() warning showing, how important factors, and even subdominant additive terms, are."