The article compares two methods for predicting interest rates in the future: one using traditional math and one using machine learning. By analyzing Canadian bond prices, the researchers found that using three factors instead of one helps better predict how interest rates will change over time. The machine learning method, specifically Principal Component Analysis, was more accurate at predicting interest rate changes than the traditional math model.