See http://buffettpedia.com/2015/07/investment-versus-speculatio...
Personally, I think it's helpful to think of it as a spectrum rather than as a necessarily binary distinction. Graham's definition is nice and succinct, but the problem comes with the word "promises". The safety of principal for anything cannot be guaranteed beyond all doubt.