Well,it's not an absolute rule to follow in every situation but they key is adjust your speed to enable preventive action. In your scenario I don't stop, but maybe I slow down instead of sailing through the intersection. I can come to a stop faster if the other guy does do something stupid, so at least I have a chance.

As the article suggests(and from my own experience), making eye contact is no guarantee.

edited to clarify my point