The second episode of the research podcast "Explaining Explainability" has been released. In this episode, host Prof. Britta Wrede talks to TRR speakers Prof. Katharina Rohlfing and Prof. Philipp Cimiano about the topic of "Explaining". Among other things, they address the questions of how explaining works and it's importance in XAI research.