Agricultural innovation refers to the development and implementation of new techniques, tools, and practices in farming that increase productivity, efficiency, and sustainability. This concept plays a critical role in the evolution of complex societies, as advancements in agriculture can lead to population growth, urbanization, and social stratification, while also contributing to the vulnerability of these societies to collapse.