Simon shares how machine learning offers unique advantages over neuroscience in understanding neural representations, highlighting the challenges of studying brain activity and the benefits of analyzing neural networks. He discusses the limitations of neuroscience in manipulating systems compared to the flexibility of machine learning techniques.