Kathryn highlights the ethical implications of algorithm design, noting that businesses often prioritize customer conversion over long-term value, which can lead to poorly served customers. Sam adds to this by discussing the importance of iterative problem formulation in machine learning, emphasizing that understanding the nuances of engagement is crucial for creating effective systems.