The article develops a flexible model for how interest rates change over time, focusing on the U.S. market. By using a nonparametric approach, the model can better fit real-world data. The results show that traditional models for interest rates and derivative prices are often wrong. The new model gives different, more accurate predictions for interest rates and derivative prices.