Core Viewpoint - The "2025 International Laboratory Innovation Development Conference" aims to explore the integration of artificial intelligence with laboratory practices, focusing on sustainable development and international cooperation in laboratory standards and technologies [1][5]. Group 1: Conference Overview - The conference is organized by multiple international organizations and features experts from fifteen countries discussing cutting-edge laboratory technologies and trends in AI integration [5]. - Over 800 industry elites from various sectors, including universities, hospitals, and research institutions, participated to discuss advanced technologies and sustainable development in the inspection and testing industry [5]. Group 2: Key Presentations - Wang Jiangping discussed the "dam effect" in AI scientific discovery, highlighting the disparity between the exponential growth of AI capabilities and the linear growth of human verification and industrialization [17]. - Liu Jian shared insights on global environmental management, emphasizing the need to connect science with policy and action in addressing environmental crises [20]. - Dario Tonelli presented on the design of Roche's pRED center, showcasing how to create a flexible and collaborative research facility [23]. - Huang Jiangkang proposed initial ideas for building a smart laboratory system in Guangdong Province, addressing key issues such as data quality and software dependency [25]. - Isabel Vega discussed the role of ISO in promoting standard innovation and its strategic planning for 2030 [29]. - Huang Jianyu elaborated on the trends in smart automated laboratories, emphasizing the necessity of automation in laboratory practices [32]. - Xiao Jing provided an update on food safety inspection methods, discussing the current standards and future plans for improvement [35]. - Yang Yang presented the development practices of the Guangzhou Marine Laboratory, focusing on international collaboration and interdisciplinary integration [38]. Group 3: Future Directions - The conference concluded with plans for a main forum on November 12, focusing on advanced technology discussions, the establishment of the AI IC key technology working group, and sustainable development in the inspection and testing industry [40].