At the beginning of this year, the Quantum Technology Industry Research Institute made its debut in Hefei, Anhui Province, building an important platform for the transformation of scientific and technological achievements into practicality and engineering, injecting new momentum into the development of the quantum technology industry; Fudan University Xianghui Research Institute has built an innovative management platform, promoted flexible management methods, adhered to the principle of "no assessment for 5 to 10 years" and "long-term service for more than 10 years", and strengthened policy guarantees for researchers to freely explore and climb new heights; Liaoning Shenyang focuses on the robotics industry, leveraging the collaborative advantages of enterprises and research institutes to achieve deep integration of industry, academia, and research, allowing the flowers of scientific research to bloom brightly and the fruits of industry to hang on the branches. Accelerating the transformation of technological achievements, practical measures are being taken in various regions. Only by transforming scientific and technological achievements into practical technologies that can be applied to the front line can we promote the development of new productive forces, unleash the power to drive innovation, and promote the construction of a modern industrial system, providing strong support for achieving high-level technological self-reliance and high-quality development. A new round of technological revolution and industrial transformation is in the ascendant, and the subjects and methods of transforming scientific and technological achievements are becoming increasingly diverse. How to achieve deep integration of innovation chain, industry chain, capital chain, and talent chain, and inject fresh water into accelerating the development of new quality productivity, is an important proposition. From a practical perspective, it is necessary for all social entities to work together, focus on the difficulties and bottlenecks in innovation supply, institutional norms, policy guarantees, etc., further highlight the position of enterprises as the main body of scientific and technological innovation, innovate talent training models, promote deep integration of industry, academia, and research, and continuously promote the transformation of scientific and technological innovation from a "key variable" to an "effective increment" of new quality productivity. Enterprises are important entities in technological innovation activities and serve as important bridges and links connecting technology and the market. Continuously strengthening the position of enterprises as the main body of innovation, allowing more scientific research achievements to leave the laboratory and move towards hot production lines and practical scenarios, so that scientific research work is no longer "cold", scientific and technological achievements can be implemented, and corresponding management systems and incentive mechanisms will continue to emerge. In the "China Optics Valley" in Wuhan, Hubei Province, industries such as electronic information, biological health, and artificial intelligence are constantly gathering. Local policies such as "unveiling rankings and leading the way" and "innovation points" are used to encourage and guide enterprises to innovate and accelerate the transformation of scientific and technological achievements. Currently, facing the development opportunities of "artificial intelligence+", we should vigorously support and cultivate a group of innovative enterprises with outstanding core technological capabilities and strong integrated innovation capabilities, accelerate the development of new technologies, new industries, and new models, and inject strong momentum into the effective transformation of original scientific and technological achievements. Even in traditional fields, driving technological and institutional innovation based on the needs of enterprises is a key link in achieving high-quality development. Adhere to the deep integration of industry, academia, and research, with a focus on efficiently coordinating innovation entities such as enterprises, universities, and research institutes, and achieving effective collaboration among key links in the innovation chain. Shandong University of Science and Technology has established dozens of graduate engineer teams to move teaching points into production