This policy brief emphasizes the need for California's education system to become a continuously improving system that fosters innovation, measures the impact of policies and practices, and learns from experience. The authors identify key features of a continuously improving system, including clear goals, reliable data, change-supportive capacity, flexible decision-making, and aligned incentives. They explain how each of these features supports continuous improvement and highlight the differences between the current education system and a continuously improving one.