This commentary discusses Dr. Lucian Leape’s new book and highlights the ongoing challenges to sustained quantifiable progress to improving patient safety, including misguided metrics, equipment design issues, persistence of fear and blame culture, burnout and shortages of nurses, primary care and other essential workers.