James discusses the evolution of knowledge discovery and data mining, emphasizing the importance of using AI to achieve the UN sustainable development goals. He reflects on the societal changes brought about by the COVID pandemic and shares insights from his collaboration with Claudia on the KDD conference, which focused on data science for social good.