When Your Expertise Becomes Obsolete – Navigating Professional Identity Crisis in the Age of Constant Change and Transformation
When Your Expertise Becomes Obsolete Navigating Professional Identity Crisis in the Age of Constant Change and Transformation Issue 239, November 21, 2025 A senior radiologist with thirty years of experience recently shared something that haunts many professionals: “I spent twenty years learning to see what others miss in diagnostic imaging. Six months later, the algorithm outperforms every human radiologist in the department.” AI hadn’t replaced her job entirely. But her professional identity was formed around her expertise. That expertise came…










