We have a free-wheeling and fun conversation with Dr. Saurabh Jha on the philosophical question of “what is normal.” The conversation was prompted by an editorial by John Ioannidis who thinks that “Big Data” could help clinicians get a handle on the vexing problem of normal values. We discuss the merits of that idea.