在运行中，MARS系统团队各司其职，通过自然语言交互实现任务规划、逻辑推理与决策制定，实 现了从任务规划—实验设计—代码编程—实验执行—数据分析的全流程闭环自主探索。 MARS系统展现出多AI与多机器人间的高效协同，在极短时间内实现微胶囊等功能性材料的快速创 制与性能优化，将原本4个月的研发时间压缩至4小时。 目前，该研究成果相关核心专利已转让给武汉中科先进材料科技有限公司实施应用。双方共建 的"材料中试智能"创新联合体获批首批国家级先进功能材料制造业中试平台，并建设有全国一流的微胶 囊中试产线。团队将MARS系统与微胶囊中试优化结合，已快速完成灭火微胶囊等多种功能产品的工艺 开发和优化，多个产品已走上货架。 1月22日，记者从中国科学院深圳先进技术研究院获悉，该院材料人工智能研究中心研究员喻学锋 团队打造出一支"AI科学家团队"——"多AI—多机器人"协同智能体系统（以下简称"MARS系统"），并 将其用于微胶囊（封装微球）等多种新材料的创制。相关研究成果1月21日发表在国际期刊《物质》 上。 新材料研发是一项涉及多学科知识交叉的复杂系统工程，通常面临周期长、成本高、流程繁琐等挑 战。 据悉，受人类研发团队 ...

Core Viewpoint - The "Shenzhen-Hong Kong-Guangzhou" innovation cluster is set to become the world's leading innovation hub by 2025, driven by a well-defined and efficient innovation ecosystem where Hong Kong focuses on long-term vision, Shenzhen on rapid execution, and Guangzhou on sustainable support [3][12]. Group 1: Innovation Ecosystem - The collaboration among Shenzhen, Hong Kong, and Guangzhou forms a closed-loop system from idea generation to IPO, demonstrating a successful innovation pathway [5]. - The innovation cluster is characterized by a highly coupled collaborative system that generates synergistic effects, represented by the equation 1+1+1>∞ [12]. Group 2: Case Studies - Guangzhou Zhimi New Materials Technology Co., Ltd. exemplifies the innovation pathway, starting from research at Hong Kong University of Science and Technology, moving to Guangzhou for commercialization, and successfully launching multiple microcapsule products [7]. - Guangzhou Zhike Automation Technology Co., Ltd. secured investment and orders after winning the 2024 Hong Kong University of Science and Technology's innovation competition, highlighting the benefits of the innovation ecosystem [9]. Group 3: Infrastructure and Support - The Guangzhou-Shenzhen-Hong Kong high-speed rail connects major scientific cities and facilitates the establishment of national laboratories and high-tech enterprises, creating a robust foundation for innovation [14]. - The Guangdong-Hong Kong-Macao Greater Bay Area Venture Capital Guidance Fund aims to invest early, in small amounts, and in long-term hard technology projects, further enhancing the innovation landscape [10]. Group 4: Future Outlook - The success of the "Shenzhen-Hong Kong-Guangzhou" cluster is just the beginning, with expectations for continued growth and contributions to China's technological innovation [16][17].

Group 1: Economic Development and Innovation - The Central Economic Work Conference emphasizes "innovation-driven development" and the establishment of international technology innovation centers in regions like the Guangdong-Hong Kong-Macao Greater Bay Area [1] - The Greater Bay Area has developed a complete industrial system covering 31 manufacturing categories and has nurtured nine trillion-yuan industrial clusters, with emerging industries like new energy vehicles and artificial intelligence thriving [1] - The "Shenzhen-Hong Kong-Guangzhou" innovation cluster ranked first globally in the World Intellectual Property Organization's 2025 Global Innovation Index Report, highlighting the global impact of the Greater Bay Area's innovation [1] Group 2: Collaborative Innovation and Industry Support - The Greater Bay Area provides a collaborative innovation ecosystem that supports research and entrepreneurship, as seen in the case of Guangzhou Zhimi New Material Technology Co., which utilizes microcapsule technology for various applications [4] - Guangdong has established 10 national major scientific and technological infrastructure projects, including five in the Greater Bay Area, and has created two national laboratories and 45 national key laboratories [4] - As of June this year, the Greater Bay Area holds 817,000 effective invention patents, accounting for approximately one-sixth of the national total [4] Group 3: Automotive Industry and Supply Chain - The automotive supply chain in the Greater Bay Area enhances production efficiency, with companies like Xpeng Motors benefiting from nearby suppliers who can respond quickly to production needs [6][7] - The automotive industry in the Greater Bay Area is evolving towards a comprehensive development model, integrating electric vehicles, key components, and smart technologies [8] - Guangdong has developed a complete industrial chain covering vehicle manufacturing, battery systems, intelligent driving, and charging facilities, with major companies like BYD and Xpeng leading the market [8] Group 4: Smart Manufacturing and Digital Transformation - The digital transformation of manufacturing in Guangdong is exemplified by OPPO's automated production lines, which enhance efficiency and reduce costs [9][10] - Over 51,000 industrial enterprises in Guangdong have undergone digital transformation, with high rates of digital management and design tool adoption [10] - The "Artificial Intelligence Empowering Manufacturing High-Quality Development Action Plan (2025-2027)" aims to further integrate AI with manufacturing, establishing a globally influential model [11] Group 5: Brain-Machine Interface and Technological Advancements - The establishment of the Brain-Machine Interface Innovation Industry Alliance in the Greater Bay Area aims to create a global hub for brain-machine interface technology [12] - The Guangdong Provincial Laboratory for Artificial Intelligence and Digital Economy is facilitating the development of non-invasive brain-machine interface technologies, enhancing the quality of life for individuals with mobility impairments [13][14] - The laboratory has initiated numerous research projects and collaborations with leading enterprises, fostering a robust talent pipeline for AI innovation in the Greater Bay Area [14]

Core Insights - The Central Economic Work Conference emphasizes the importance of innovation-driven development and the establishment of international technology innovation centers in regions like the Guangdong-Hong Kong-Macao Greater Bay Area, which is a key driver for high-quality economic growth in China [1] Group 1: Innovation and Industry Development - The Guangdong-Hong Kong-Macao Greater Bay Area has developed a complete industrial system covering 31 manufacturing categories and has nurtured nine trillion-yuan-level industrial clusters, including emerging industries like new energy vehicles and artificial intelligence [1] - The "Shenzhen-Hong Kong-Guangzhou" innovation cluster ranked first globally in the World Intellectual Property Organization's 2025 Global Innovation Index Report, highlighting the global impact of the Bay Area's innovation [1] Group 2: Collaborative Innovation - The microcapsule technology developed by Hong Kong University of Science and Technology is being applied in various industries, showcasing the collaborative innovation ecosystem in the Greater Bay Area [3][4] - Guangdong has established 10 national major scientific and technological infrastructure projects, including five in the Greater Bay Area, and has created two national laboratories and 45 national key laboratories [4] Group 3: Automotive Industry and Supply Chain - The automotive supply chain in the Greater Bay Area is characterized by rapid response capabilities, with local suppliers like Guangdong Bojun Automotive Parts Co., Ltd. able to meet urgent production needs within hours [7][8] - The region has over 100 new energy vehicle and automotive parts companies, forming a comprehensive industrial landscape that includes vehicle manufacturing, key components, and charging facilities [8][9] Group 4: Smart Manufacturing - The digital transformation of manufacturing in Guangdong has led to significant efficiency gains, with over 5.1 million industrial enterprises adopting digital technologies [10][12] - OPPO's smart manufacturing platform is evolving to enable real-time monitoring and management of global factory operations, reflecting the integration of AI in manufacturing processes [12] Group 5: Research and Development in Brain-Machine Interfaces - The establishment of the Brain-Machine Interface Innovation Industry Alliance aims to position the Greater Bay Area as a global hub for brain-machine interface technology [13][14] - The research conducted at the Guangzhou-based laboratory focuses on non-invasive brain-machine interface technology, enhancing the quality of life for individuals with mobility impairments [13][15]