The focus of the talk is on the information theoretic capacity and storage overhead of Interactive/Multiround Private Information Retrieval. The necessity of interference alignment, non-Shannon information inequalities, and non-linear schemes is highlighted. (Joint work with my PhD student: Hua Sun)