A single session of binge drinking does not an alcoholic make. An "alcoholic" is defined by their regular abuse of alcohol, not a single instance of binge drinking.

Binge drinking can obviously be a symptom of alcoholism, but IMO it's not appropriate to declare people you don't know are alcoholics based on a comment about an theoretical instance of binge drinking.