Those innovations were generally gradual, incremental and spread over centuries. They also did not really failed to innovate as Roman empire transformed into By

Those innovations were generally gradual, incremental and spread over centuries. They also did not really failed to innovate as Roman empire transformed into Byzantine empire, and then, eventually to the modern Europe.