All the calories from the grains or fruits used to make alcoholic drinks don't just evaporate into the ether! "Lite" beers with low calorie contents are a fairly new invention.

If you look back far enough, some early brewing, like that of ancient Egypt, made beer so thick that mugs would often come with straws built into them so people could get past the thick layer of almost-solid grains that would float to the top.