The document discusses the advantages of using binary representation for decimal numbers in computations, particularly in maintaining uniformity before and after the decimal point. It highlights that this uniformity allows calculations to be conducted independently of the decimal's position, facilitating easier display of results. Additionally, it compares the Q format with Mean Squared Error (MSE) preferences in this context.