撰文丨王聪 编辑丨王多鱼 排版丨水成文 " AI for Science "的目标之一，是发现能够通过真实世界实验验证的定制材料。目前，我们在计算预测和材料合成自动化方面已经取得了开创性的进展。然而， 大多数材料实验仍局限于采用单模态主动学习 的 方法，依赖单一的数据流，这限制了 对材料设计和性能优化中固有的复杂性进行深入解析的能力。而 人工智能 （AI） 在解释 实验复杂性中的潜力，在很大程度上仍未得到开发。 2025 年 9 月 23 日，麻省理工学院 （MIT） 李巨 教授团队在国际顶尖学术期刊 Nature 上发表了 题为： A multimodal robotic platform for multi-element electrocatalyst discovery 的研究论文。 该研究推出了一个 多模态 AI 机器人平台 —— CRESt （ Copilot for Real-world Experimental Scientists，真实世界实验科学家副驾驶 ） 。该平台将 大型多 模态模型 （LMM，融合了化学成分、文本嵌入和微观结构图像） 与 知识辅助贝叶斯优化 （KABO） 以及 机器人 ...

Core Viewpoint - The launch of the first XAI Technology Festival and the 2025 opening ceremony by Beijing Zhongguancun Academy and Zhongguancun Artificial Intelligence Research Institute marks a significant step in promoting AI education and innovation in China [1][5][26]. Group 1: Event Highlights - The event featured prominent guests including academicians and education officials, emphasizing the importance of collaboration in AI talent cultivation and research innovation [3][12][24]. - Eight major innovative research advancements were announced, covering key areas in AI and its integration with natural and social sciences, showcasing the institutes' commitment to high-quality development in AI [5][26]. Group 2: Educational Philosophy and Expectations - The academy's leadership outlined a training system focused on foundational knowledge, practical applications, and interdisciplinary research, aiming to cultivate future leaders in AI [10][12]. - Students were encouraged to embrace curiosity, follow their interests, and acknowledge their limitations, fostering a culture of inquiry and resilience [16][18]. Group 3: Future Directions - The Zhongguancun Academy aims to deepen its focus on AI core fields, enhance basic research and application innovation, and promote the integration of AI across various industries [26][27]. - The first XAI Technology Festival will serve as a platform for showcasing research achievements and fostering collaboration among students, universities, and industries [22][24].