琶洲“模术”秀专访：自研大模型，用AI解决教研垂域问题

Core Insights - The article highlights the emergence of AI large models, particularly focusing on the innovative applications of the "Xingzhi" large model developed by Guangzhou Yundie Technology Co., Ltd. to address the shortage of educational research personnel in the teaching sector [1][6]. Company Overview - Guangzhou Yundie Technology Co., Ltd. was founded in 2019, with a focus on integrating AI technology into education, particularly addressing the challenges faced by educational researchers [5][6]. - The company has grown significantly, moving from shared office space to a 1300+ square meter office in a prestigious business district, and has been recognized as a "National High-tech Enterprise" and "Guangdong Province Specialized and Innovative SME" [5]. Product Features - The "Xingzhi" large model is designed to be low-cost, highly reliable, and easily replicable, aiming to provide timely teaching improvement suggestions to teachers [6]. - The model operates as a "super brain," analyzing classroom data collected through proprietary hardware to enhance teaching quality [6]. Technological Innovations - Yundie Technology has introduced the "KTD" (Knowledge-Joint Tuning-Distillation) architecture to reduce the costs associated with using large models by creating specialized smaller models through knowledge distillation [8]. - The integration of knowledge graphs with large model technology aims to minimize the occurrence of "hallucinations" in AI outputs, ensuring more accurate and reliable results [8]. Market Applications - The "Xingzhi" model has expanded beyond the education sector, finding applications in various industries such as government, healthcare, agriculture, and construction, demonstrating its versatility and adaptability [9]. - The company has developed an AI platform that allows users to customize models based on specific industry needs, empowering non-IT professionals to effectively utilize AI technology [9].