Sean discusses the limitations of deep learning, emphasizing that simpler problems often have more effective solutions through basic heuristics. He illustrates this with examples like tweet classification and fraud detection. Additionally, he introduces Axon, a deep learning framework built in Elixir that simplifies the process of creating and training neural networks, making it more accessible for newcomers to the machine learning ecosystem.