Yeah, if it is not a real physics application you really need to read the paper. It shows that Ito calculus is orthogonal to nature when applied to finance. There is a fundamental math error in Harry Markowitz's original paper on mean-variance finance. There are three cases to solve, Markowitz solved one, the one he solved does not apply to finance. The one that applies to finance precludes Ito's lemma.