It is the peak season for production and sales, and the production line of Guizhou Yaguang Electronics Technology Co., Ltd. is running smoothly. Peng Shaobo, the company's administrative manager, calculated that after investing in a self-designed intelligent production line, nearly 300 automotive diodes were produced every minute, an increase of 58% in output and a 33% increase in quality rate compared to traditional production methods. Nowadays, new equipment and processes have expanded from production lines to warehouses, transportation, and other links, accelerating the improvement of quality and efficiency for enterprises. Guiyang High tech Zone is the first national high-tech zone in Guizhou, and is a gathering area and talent special zone for the development of Guizhou's big data industry. In the summer season, enter Guiyang High tech Zone and visit Guizhou Science City. The local area leads industrial innovation with technological innovation, actively cultivates and develops new quality productivity, gathers new driving forces, emerges new business models, and grows new industries, creating a thriving scene. Digital empowerment inspires new application scenarios. Step into the exhibition center of Guiyang Langma Information Technology Co., Ltd. and demonstrate the "39AI General Practitioner" on the large screen. Based on the user's physical health issues, the "39AI General Practitioner" will systematically propose the causes, manifestations, and treatment methods, and provide an entry point for continuing online diagnosis and treatment. This set of artificial intelligence products developed based on artificial intelligence big models in the medical and health field can provide health consultation, medical Q&A, treatment plans, and drug usage suggestions, "said Li Xiaofan, assistant to the company's president. In recent years, Guiyang Langma Information has developed a medical and health artificial intelligence product "39AI General Practitioner" with independent intellectual property rights through data training using a big language model, becoming one of the first medical models in China to be registered with the national government. At present, focusing on social needs, this product has developed two versions. Li Xiaofan introduced that a version is aimed at helping ordinary people solve daily health and medical problems. Another version is aimed at hospitals, covering multiple tertiary hospitals across the country and more than 180 primary healthcare institutions in Guiyang city, with over 1600 active doctors, providing large-scale clinical auxiliary diagnosis services. The development of the big data industry has spurred the emergence of new tracks. Data annotation is the process of "labeling" text, speech, images, videos, and other data to enable machines to better recognize and learn from them. It is the "fundamental engineering" of artificial intelligence. In recent years, with the rapid development of artificial intelligence, the data annotation industry has experienced growth. Li Jianzhou, Deputy General Manager of Century Hengtong Technology Co., Ltd., introduced that as a local incubation and growth enterprise in Guiyang High tech Zone, it seizes market opportunities to develop the data annotation industry, and currently has over 2000 data annotators. Basic engineering not only needs to become bigger, but also stronger. Li Jianzhou said that the company is currently constructing an industrial development model of "annotator+annotation platform+annotation operation base", "empowering data annotation scenarios through artificial intelligence big models and other means, and promoting the upgrading of data standards from labor-intensive industries to knowledge-based, professional and high-end industries." The innovation of the mechanism continues to stimulate new momentum. Two years ago, Chen Lina, associate professor and head of the Business Management Department of the Science and Technology Innovation and Industrial Development Department at Guizhou Medical University, discovered that a patented technology in the hands of hospital experts had great potential. After multiple communications with experts and market participants, the "Cerebrovascular Intervention Surgery Simulation System" technology has successfully established a technology enterprise through the combination of "technology shares+cash shares", filling the gap in instrument manufacturing in this field in Guizhou Province. On July 18th, at the first Guizhou Provincial Technology Manager Competition held in Guizhou Science City, Chen Lina's case won the first prize. This is one of the achievements obtained from the mechanism of transforming innovative scientific research results in Guizhou Science City. In recent years, Guizhou Science City has collaborated with the Big Data Science and Technology Innovation City, Huaxi University City, and Qingzhen Vocational Education City within the jurisdiction of Guiyang to establish a technology trading market, hold practical training and salon activities for technology managers, and organize the Guizhou Province Technology Manager Competition. With "technology managers" as an important lever, more scientific and technological innovation achievements have been promoted from research institutes to enterprises and from laboratories to production lines. Zhao Bin, General Manager of Guizhou Technology Transfer Center, gave an example: Currently, 68 service institutions have settled in the trading market, and more than 500 achievements have been excavated; The technical manager team has served a total of 195 enterprises, including 218 technical requirements; Since the beginning of this year, Guizhou Technology Trading Market has trained a total of 541 technology managers. Technological innovation and mechanism innovation contribute to the development of new quality productivity. By innovating the mechanism for transforming scientific research achievements, we can promote the implementation of more achievements, industrial upgrading, and continue to serve the construction of a modern industrial system, "said Zhao Bin. (New Society)