Nietzsche, a philosophical genius? A mad philosopher? Nietzsche's philosophy was controversial because of its unique perspective that challenged established values and because it was used by the Nazi regime. The 19th century medical misdiagnosis of his mental illness was also a major reason why his philosophy was evaluated as a "philosophy of madness."