Core Viewpoint - The importance of investing in problem discovery is as crucial as solving problems, emphasizing the need for a scientific community to foster innovation and collaboration in artificial intelligence [1][9][12]. 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 global scholars and industry leaders [1][12]. - The conference aims to establish the Xinghe Academic Community, focusing on problem discovery and fostering discussions to generate a list of key scientific questions [1][12][46]. Group 2: Historical Context of Scientific Communities - Historical examples, such as the Royal Society and the Lunar Society, illustrate the significance of scientific communities in driving innovation through collaboration and knowledge exchange [4][5]. - The ARPA Community, which contributed to the development of the internet, exemplifies how close-knit groups of researchers can lead to groundbreaking advancements [8][12]. Group 3: Key Questions in AI Development - The conference identified ten critical questions regarding the future of AI, including the balance between overall intelligence and unit intelligence, the resource paradox in deep reinforcement learning, and the relationship between agents and foundational models [7][15][17]. - These questions aim to address the challenges and opportunities in AI development over the next 3-5 years, focusing on systematization, diversification, and advancement of intelligent capabilities [15][16]. Group 4: Strategic Scientist Emergence - The emergence of strategic scientists is crucial for addressing significant scientific challenges, with historical examples highlighting the importance of collaborative efforts in major projects [44][45]. - The conference seeks to cultivate a new generation of strategic scientists through a problem-driven approach, linking domestic and international research teams to foster innovation [45][46].

Core Viewpoint - High-level research universities are essential for fostering innovative talent, conducting fundamental research, and driving significant technological breakthroughs, thus playing a crucial role in national strategic scientific power [5][6][10]. Group 1: Strengthening Support for Technological Independence - High-level research universities must enhance their role as the primary force in technological independence by cultivating top innovative talent and producing original innovative results [6][7]. - The integration of talent cultivation and scientific research is vital, with a focus on attracting excellent faculty and providing robust support for innovative talent development [7][9]. - Universities should balance goal-oriented approaches with free exploration in research, adapting strategies based on historical context and disciplinary characteristics [8][9]. Group 2: Improving Evaluation and Optimizing Ecosystems - Research universities need to align their services with national needs, emphasizing quality, performance, and contribution in evaluations to reflect innovation levels and societal impact [9][10]. - A shift from quantity-based to quality-based research evaluation is necessary, fostering a healthy academic ecosystem that encourages innovation and scientific spirit [9][10]. Group 3: Promoting Interdisciplinary Integration - Interdisciplinary integration is crucial for enhancing technological innovation capabilities, as many significant breakthroughs occur at the intersection of disciplines [10][11]. - Research universities should break down disciplinary barriers and adjust their academic structures to seize technological advantages and address critical challenges [10][11]. Group 4: Organized Research and Innovation Platforms - Organized research is essential for systematic responses to national and regional strategic needs, requiring universities to enhance their research innovation frameworks [11][12]. - Establishing major technological innovation platforms is necessary to gather national strategic scientific resources and improve innovation capabilities [12][13]. Group 5: Cultivating Strategic Scientists - Strategic scientists are key resources for achieving high-level technological independence, necessitating a focus on nurturing and utilizing such talent within research universities [13][14]. - Universities should develop mechanisms for cultivating strategic scientists and ensure their involvement in significant scientific decision-making [13][14]. Group 6: Pursuing Excellence and National Integration - Research universities must align their missions with national modernization goals, exploring mechanisms to enhance the synergy between education, technology, and talent development [14][15]. - Deep integration into the national innovation system is essential for universities to contribute effectively to the development of a strong educational and technological nation [15][16]. Group 7: Building Collaborative Ecosystems - Research universities should create collaborative ecosystems with regional economies, fostering innovation-driven development and enhancing educational and technological support [16][17]. - Active participation in regional development initiatives, such as the construction of innovation centers, is crucial for aligning university capabilities with local industry needs [16][17]. Group 8: Transforming into Strategic Research Universities - Research universities are encouraged to evolve into strategic research institutions, focusing on systematic reforms to enhance their educational and research capabilities [17][18]. - Continuous improvement in governance and management structures is necessary to support the transition towards a world-class university model [17][18].