Recently, the 2025 World Artificial Intelligence Conference (WAIC) concluded in Shanghai. The event was jointly organized by the Ministry of Foreign Affairs, the National Development and Reform Commission, the Ministry of Industry and Information Technology, the Ministry of Education, and nine other government departments, in collaboration with the Shanghai Municipal Government. During the conference, the case study titled "AI Classroom Intelligent Feedback System: A New Engine Driving Teacher Development and an Empirical Study of Teaching-Research Innovation" was selected as an outstanding basic education case within the "Intelligent Education in China" initiative. This case was submitted by No. 2 Middle School of Yanshan County, Shangrao City, Jiangxi Province, and is powered by AI technology from Seewo, a brand under CVTE.
The "Intelligent Education Forum" held during the conference focused on the theme "Intelligent Education in China: Large Models, Good Cases, New Products", attracting nearly 2,000 top scholars, education researchers, and practitioners from around the world to discuss the development path of "AI-driven educational transformation". The forum showcased a comprehensive view of "China's practices" in smart education, covering teaching interaction, teacher development, campus governance, interdisciplinary learning, and more. After rigorous nationwide evaluation by an expert panel, 197 cases were selected for recognition.
Seewo Classroom Intelligent Feedback System Receives High Praise from Attending Experts
The case study "AI Classroom Intelligent Feedback System: A New Engine Driving Teacher Development and an Empirical Study of Teaching-Research Innovation," submitted by No. 2 Middle School of Yanshan County, was successfully selected as an outstanding case. It provided a comprehensive demonstration of how AI technology can be leveraged to enhance teachers' instructional research capabilities and enable real-time feedback and optimization of classroom effectiveness. Its remarkable results garnered high praise from attending experts and delegates. Recognized for its innovation and effectiveness, the case was honored on stage as a representative "Outstanding Case", showcasing Yanshan County's active exploration in the field of smart education to a global audience.
The AI technology mentioned in the case is the Seewo Classroom Intelligent Feedback System. It is reported that the Seewo Classroom Intelligent Feedback System consists of both hardware and software components. On the hardware side, it is equipped with an AI four-lens camera that enables seamless audio and video collection, capturing a comprehensive view of the entire classroom. On the software side, it leverages Seewo's large teaching model to deeply mine and analyze the collected classroom data. After class, the system quickly generates detailed classroom feedback analysis reports, providing valuable research and teaching references for teachers and researchers.
The reports cover a wide range of dimensions. In terms of teaching, the system precisely analyzes and reports on teacher questioning, prompting, and guidance, helping teachers clearly understand the effectiveness of their questioning strategies in the classroom. It also tracks details such as teacher speaking duration and speech rate, assisting teachers in maintaining an appropriate teaching pace during class.
In the student learning dimension, the system reviews data such as head-up rate, hand-raising rate, and participation level, providing an objective display of students' classroom interaction and engagement. This serves as a valuable reference for teachers to optimize their teaching behaviors. Additionally, it presents the proportion of classroom content, visually displaying the teacher's teaching logic and framework in the form of a mind map, which organizes the connections between knowledge points and helps teachers understand the details of the class.
The Seewo AI Classroom Intelligent Feedback System also features unique Digital Twin Classroom Modeling and Classroom Circulation Analysis functions. It restores the teacher's movement path and students' attention hotspots in a 3D dynamic form, visually presenting the spatial distribution of classroom participation. This provides a scientific theoretical basis for classroom management.
Seewo Constructs a Full-Ecosystem AI Product Matrix
In fact, in addition to the Seewo Classroom Intelligent Feedback System, Seewo's AI technology system has already covered various scenarios in "teaching, learning, management, evaluation, and research", building a "new technological foundation" that supports the future education ecosystem.
Seewo has proposed and constructed a "1+N+N" AI technology system, which consists of "1 Seewo Education-Specific Large Model Architecture + N Teaching Application Scenarios + N Intelligent Hardware Terminals". Based on the classroom and daily teaching tools and scenarios, Seewo has migrated AI technology onto intelligent teaching hardware and software.
In the lesson preparation scenario, teachers can input the "lesson name" into the Seewo AI lesson preparation interface, and the system will automatically generate teaching designs, syllabi, and lesson materials that align with new curricula and core competency requirements. The implementation of AI in lesson preparation helps reduce the teacher's workload, allowing more energy to be focused on innovative lesson planning and refinement.
In the teacher office domain, Seewo has launched hardware AI keyboards and mice, PCs, and the AI Toolbox software to solve daily office pain points and optimize teacher office efficiency.
In terms of regional education governance, Seewo's Magic Cube AI Management Assistant can enable intelligent data monitoring, data analysis, and report writing functionalities. Seewo's Smart Security System uses AI technology, along with "space-equipment-data," to perform intelligent identification of danger signals, create student data profiles, and provide timely campus safety feedback to teachers and parents.
Focusing on the home scenario, Seewo's learning machines and parent-child screens have integrated multiple AI large models to realize AI storybook reading, Q&A, and other functions, enriching the AI companion learning environment.
Since the launch of Seewo AI lesson preparation in early 2025, it has already generated over 350,000 AI lesson materials. As of March 31, 2025, the Seewo Classroom Intelligent Feedback System has established 19 key application demonstration zones, covering over 2,000 schools, applied in more than 5,000 classrooms, and generated over 180,000 reports.
In the future, Seewo, a brand under CVTE, will continue to deepen the integration and innovation of "AI + Education" through theoretical guidance, technological empowerment, and regional collaboration, providing smarter and more convenient technical support, and offering replicable and scalable models for the digital transformation of education.
*Seewo Education-Specific Large Model Record Name: "CVTE Large Model"
*Data Source: Seewo 2024 Social Responsibility Report
Seewo Education-Specific Large Model Record Name: "CVTE Large Model"
*Data Source: Seewo 2024 Social Responsibility Report
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