Acute alcoholism refers to short-term, high-intensity drinking episodes (often binge drinking), while chronic alcoholism is a long-term, progressive condition marked by dependence and lasting health consequences. Both require different treatment approaches, and binge drinking sits on a dangerous line that can tip into chronic addiction.