Classically, the definition of entrepreneurs has been the former. People who set out to make companies and get rich. Just try google: define:entrepreneur.
When we use a language, we should respect its definitions or pretty soon people start saying something and meaning something entirely else. Maybe instead of entrepreneur, we need another word like doer...