Traditional AI, rather than ignoring the details, started out by studying human behavior and cognition (see Simon & Newell, for example) in the realm of problem solving. It has always had a strong empirical element, in my opinion. Thus connectionism isn't alien in methodology from the original spirit of the pursuit of intelligent behavior.