Thomas S. Kuhn , in The Structure of Scientific Revolutions , wrote that "discovery commences with the awareness of anomaly, i.e., with the recognition that nature has somehow violated the paradigm-induced expectations that govern normal science" Indeed, a new paradigm is formed because it is incommensurable in any of several possible ways to the old theory and retained because it is useful, not because it is real.