Hidden Layer - Why add more hidden layers?

Adding more hidden layers may be considered if the results with one hidden layer are not satisfactory. However, it's recommended to explore other improvements first, such as optimizing the learning rate, increasing the number of training epochs, or enhancing the training data set. Incorporating a second hidden layer increases the complexity of the code and processing time.