Abstract:This paper examines the current challenges faced by universities in cultivating talent in the context of emerging engineering education and explores pathways for building a talent cultivation system for new-quality technology talents under the framework of collaborative innovation. It focuses on how universities can leverage collaborative innovation to advance the cultivation of these talents and innovatively proposes the "One Ring, Three Measures" model for new-quality technology talent development in the new era. The paper elucidates the internal mechanism of the "One Ring" formed by the integration of universities, technology, and enterprises, emphasizing three key areas: enhancing talent’s technical application capabilities through technological empowerment, boosting innovation output through enterprise collaboration, and improving educational quality through university-led initiatives. It further explores the "Three Measures" in practice for collaborative innovation in assisting talent cultivation, including fostering industry-education integration through university-industry collaboration, creating a "Four Realities and One Body" platform to enable intelligent teaching, learning, and research, optimizing resource allocation based on the innovative abilities required by new-quality technology talents, and building a practice environment with "theory and practice integration" and "alternating work-study" approaches. Finally, it discusses the supporting management structure through a "four-level progressive" collaborative education mechanism to achieve the open and shared alliance effect. The aim is to provide insights and references for high-quality talent cultivation in emerging engineering disciplines at universities.