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上海AI Lab主任周伯文:关于人工智能前沿的十个问题
机器人圈· 2025-06-26 10:46
Core Viewpoint - The Shanghai Artificial Intelligence Laboratory aims to become a world-class research institution in the field of artificial intelligence, focusing on strategic, original, and forward-looking scientific research and technological breakthroughs [1]. Group 1: Conference Overview - The inaugural Mingzhu Lake Conference, themed "Multidimensional Breakthroughs and Collaborative Innovation in Artificial Intelligence," will take place from June 12-16, 2025, in Shanghai, attracting nearly 60 young scholars and industry leaders [5][48]. - The conference emphasizes the importance of problem discovery alongside problem-solving, as highlighted by the laboratory's director Zhou Bowen [3][16]. Group 2: Key Questions in AI - Zhou Bowen presented ten critical questions regarding the frontiers of artificial intelligence, including the balance between overall intelligence and unit intelligence, resource allocation in deep reinforcement learning, and the relationship between agents and foundational models [4][19]. - The questions aim to address the challenges and opportunities in AI development over the next 3-5 years, focusing on the systematization, diversification, and advancement of intelligent capabilities [19][20]. Group 3: Importance of Scientific Community - The establishment of the Xinghe Community is intended to foster collaboration and innovation among researchers, emphasizing the need for a platform that encourages the discovery and articulation of significant scientific questions [7][17]. - Historical examples illustrate the impact of scientific communities on innovation, highlighting the necessity of collective efforts in addressing complex scientific challenges [10][12][46]. Group 4: Strategic Scientist Emergence - The emergence of strategic scientists is crucial for addressing major scientific challenges, as evidenced by historical examples where significant scientific advancements were achieved through collaborative efforts [46][47]. - The laboratory aims to cultivate strategic scientists by creating conditions that promote high-intensity input, concentrated task tackling, and dense talent development [47].