Beautiful article but that's not what big O means. The author seems to be describing something that is usually called (upper case) Theta. Big O is an upper bound.
This “well ackchyually“ is not particularly helpful. You’re not wrong. But this argument was lost 30 years ago. The programming field has been using “Big O” loosely.