Some people can pick between Coke and Pepsi in blind taste tests. Only a few can explain what separates bourbon from whiskey. And it often takes a parent to know which twin is which.

Yet nobody — absolutely no­­­­body — can tell the difference between sugar that comes from GMO crops and sugar that doesn’t. You can look at the...