This project tackles current challenges in education evaluation and addresses the growing needs for assessment in today’s changing educational landscape. It focuses on reforming education evaluation using intelligent technologies to promote new theories in AI-powered assessment. The goal is to create a smart evaluation model that meets both current and future education demands. The project also works on developing key intelligent technologies, platform systems, and standards to support effective evaluation. Based on these innovations, practical demonstrations will be carried out, covering different types of evaluation such as outcome evaluation, process evaluation, value-added evaluation, and comprehensive evaluation. The findings from this research and practice will be carefully organized to guide the development and implementation of education evaluation policies at the national and local levels.