Moving beyond improved versions of what already existed, such as water power, innovations increasingly appeared that could never have existed without scientific knowledge. Western societies accelerated this development by creating institutions explicitly designed to promote science-based innovation, including widespread engineering education, new ways of organizing companies, and supportive government policies.