Core Viewpoint - The proposal suggests that Guangdong should explore the establishment of collaborative research and development (R&D) consortia between universities, new research institutions, and both state-owned and private enterprises to enhance technological innovation and talent cultivation [1][2]. Group 1: R&D Collaboration - The collaboration mechanism involves enterprises proposing core technical challenges and funding, while universities provide research facilities and talent, creating a comprehensive ecosystem for technology transfer and innovation [1]. - This model aims to address the technological challenges faced by enterprises and foster the integration of technology and industry innovation [1]. Group 2: Talent Mobility and Mechanisms - There is a need to establish a two-way flow mechanism for high-end talent between universities, research institutions, and enterprises, enhancing the attractiveness and retention of high-end technology talent [2]. - The proposal includes leveraging the role of Hong Kong and Macau as talent hubs to facilitate collaborative talent acquisition and training, improving the supply of high-quality talent for technology and industry integration [2].