以下文章来源于浩海投研 ，作者浩海投研Pro 浩海投研 . 股海无边，浩海领航 导语：把AI大模型塞进卫星，让卫星自己看懂地球。 你知道么？地球其实会"说话"，每一片叶子、每一滴水、每一寸土壤，都在用光谱悄悄传递信息。而高光谱遥感，就是那 个能听懂光的语言的超级翻译官。 过去，这项技术多局限于实验室和科研项目；如今，它正加速飞向农田、河流、城市，甚至被送上300公里高的轨道。更 让人意外的是，推动这一变革的并非传统航天企业，而是一家做视频监控起家的公司——苏州科达（603660）。 他们计划将AI大模型塞进卫星，让卫星自己看懂地球。这听起来像科幻情节，却可能很快变成现实。 高光谱：从看得见到看得懂 普通卫星拍照依赖红绿蓝三原色， 多光谱 能分十几个波段，勉强区分水体、植被与建筑。而高光谱则能一口气捕捉数百 个连续波段，覆盖可见光到短波红外，相当于给地表拍摄一部光谱电影。 这种 图谱合一 的能力，使其不仅能看见地物，更能识别其物质成分。例如，哪块水稻缺氮？哪段河水潜藏藻华？哪个工 厂偷偷排污？高光谱一眼就能破案。业内把这种独一无二的反射特征称为"光谱指纹"。 正因具备识指纹的能力，高光谱迅速成为环保、农业、地质 ...

12月22日，含氟功能膜材料全国重点实验室（山东师范大学）揭牌仪式暨发展战略咨询会在山东师范大学千佛山校区举行。 山东师范大学校长张建表示，将把实验室建设作为重中之重，集成全校资源予以支持，致力于将其打造为世界一流科研平台，确保顺利通过科技部评估， 并为学校"双一流"建设提供坚实支撑。 山东省科技厅党组成员、副厅长梁恺龙，山东省委教育工委委员、山东省教育厅党组成员、副厅长王浩出席会议并讲话。国家自然科学基金委庄乾坤教 授、功能膜材料领域13名知名学者、优秀企业家等参加会议。中国科学院院士、山东师范大学化学学科带头人唐波教授，山东师范大学党委书记冯继康， 副校长蔡阳健、周珊珊出席会议。会议由校长张建主持。 含氟功能膜材料全国重点实验室是山东师范大学理工科领域唯一的国家级科技创新平台。梁恺龙表示，山东省委、省政府高度重视高能级创新平台建设， 山东师范大学参与共建含氟功能膜材料全国重点实验室，不仅为山东师范大学高质量发展带来新机遇，也为山东省氟化工产业转型升级、龙头企业培育提 供了重要的平台支撑。 与会专家听取了含氟功能膜材料全国重点实验室副主任陈越以及实验室研究骨干的工作汇报，一致认为，重点实验室研究成果突出，三 ...

医学AI因行业的海量数据、丰富场景与民生刚需，成为"人工智能+"最具潜力的落地赛道。钟南山期 待，如果AI能将他数十年临床经验的思考、体会收集提炼出来再推广，基层医生不用花很长时间培 训，"就能快速提升水平，甚至超过我"。 （文章来源：科技日报） 同时，钟南山坚信，机器人、AI代替不了医生。"技术上AI能做得很出色，但医生面对的是有思想、有 情感的人。干了60多年的医生，我知道首先要理解病人的诉求、期待，这是AI分析不出来的。"他表 示，"健康的一半是心理，疾病的一半是心理，这点机器替代不了。我们做的是'观察人、关怀人'的工 作，这是医生的核心价值。" 广东省政务服务和数据管理局局长王天广认为，健康医疗数据是国家重要基础性战略资源，也是医学人 工智能发展的关键基础资源。他倡议，构建粤港澳大湾区"AI+医疗"创新圈，通过优化数据资产管理、 探索数据质量评价标准、推动数据合规流通，全面支撑人工智能在医疗领域的应用。 "医学AI（人工智能）绝对不是选择题，而是必答题，不跟上就肯定落后。"12月7日，在广州举行的首 届大湾区医学人工智能大会暨2025金域医学大数据与人工智能生态大会上，中国工程院院士、广州实验 室主任 ...

中国工程院院士、广州国家实验室主任钟南山致辞。大会组委会供图 医学人工智能因行业的海量数据、丰富场景与民生刚需，成为"人工智能+"最具潜力的落地赛道。 钟南山认为，机器人、AI代替不了医生。"技术上AI能做得很出色，但医生面对的是有思想、有情感的 人。干了六十多年医生，我知道首先要理解病人的诉求、期待，这是AI分析不出来的。健康的一半是 心理，疾病的一半是心理，这点机器替代不了。我们做的是'观察人、关怀人'的工作，这是医生的核心 价值。" 中国医院协会常务副会长毛群安指出，我国医疗资源分布不均、基层服务能力薄弱等问题，亟待通过新 一代信息技术创新来破解。"人工智能+医疗卫生"不能靠单打独斗，而是新质生产力发展所需的"技术创 新+体制机制创新+生态协同"的系统工程，产学研医用联动更是医学AI转化落地的关键载体。 钟南山：医学AI要靠更多机构的协作，产学研是关键 中新网广州12月8日电 (记者 蔡敏婕)"医学AI绝对不是选择题，而是必答题，不跟上就肯定落后。"中国 工程院院士钟南山7日在广州表示，这些事靠一个机构"单打独斗"肯定不行，而是要靠更多机构的协 作。"人工智能的创新和发展，也需要产学研结合，才能尽快转化 ...

Summary of the Conference Call for Chenan Technology Company Overview - **Company Name**: Chenan Technology - **Founded**: 2005 - **Current Major Shareholders**: Hefei Guotou (new controlling shareholder), China Telecom (second strategic shareholder) [2][3] - **Industry Focus**: Public safety, emergency management, and technological firefighting [4][5] Key Points and Arguments - **New Shareholder Structure**: Hefei Guotou has become the new controlling shareholder with a 28.85% stake after a capital increase of 1.42 billion yuan, while China Telecom remains a significant strategic partner [2][3][6] - **Funding Purpose**: The raised funds will be allocated to two main projects: - AI-enhanced public safety intelligence project (approximately 280 million yuan) - Development and industrialization of public safety intelligent equipment [2][6][10] - **AI Project Goals**: The AI project aims to upgrade existing models and capabilities for applications in emergency management, urban safety, and other scenarios, providing comprehensive services from pre-warning to recovery [7][10] - **Equipment Development**: The focus will be on developing unmanned equipment such as drones and firefighting robots, with existing products already leading in the domestic market [8][12] Strategic Collaboration - **Partnership with Anhui Province**: The collaboration is based on a strong existing relationship and the province's strategic focus on public safety and emergency management [2][9] - **Resource Synergy**: The partnership will leverage resources from China Telecom, Anhui Province's major projects, and support from state-owned enterprises and local governments [10][13] Financial Position - **Cash Flow**: The company currently has approximately 1.4 billion yuan in raised funds and over 1.2 billion yuan in accounts receivable, totaling over 2.6 billion yuan in cash flow, which will significantly enhance operational capabilities [4][11] - **Future Profitability**: The recovery of accounts receivable is expected to improve profit margins and overall financial health starting from the 2026 reporting period [11] Industry Leadership and Innovations - **Fire Safety Innovations**: Chenan Technology has developed advanced automatic firefighting equipment and robots, securing national awards and contracts for significant projects [12] - **Technological Advancements**: The company is innovating with products like automatic firefighting drones and robotic systems, which are being tested and have shown promising results [12][13] Future Development Plans - **Strategic Growth**: With Hefei Guotou as the controlling shareholder, the company aims to enhance its position as a core platform in the industrial chain within Anhui Province and expand its influence nationally and globally [13] - **Government Support**: The Anhui provincial government is committed to injecting more resources into the company, with significant infrastructure projects planned that could benefit Chenan Technology [13]

Core Viewpoint - The establishment of 17 new provincial postdoctoral innovation bases in Shaanxi aims to enhance the cultivation, introduction, and utilization of high-level innovative young talents, thereby boosting the technological innovation capabilities and core competitiveness of enterprises and institutions [1] Summary by Relevant Categories Establishment of Innovation Bases - The Shaanxi Provincial Human Resources and Social Security Department has approved the establishment of 17 new provincial postdoctoral innovation bases, bringing the total to 166 in the province [1] - These bases are designed to promote the integration of industry, academia, and research, and to attract high-end innovative talents [1] Funding and Support - Shaanxi provides a one-time funding of 100,000 yuan for each provincial postdoctoral innovation base that has been established for over a year and has recruited postdoctoral researchers [1] - Priority is given to units that have provincial-level or higher research and development centers, key laboratories, or equivalent technology research institutions, and those undertaking significant national or provincial projects [1] Objectives and Goals - The initiative aims to create a platform for high-level young talent innovation and entrepreneurship, facilitating the collaborative development of education, technology, and talent [1] - The provincial government has been actively promoting the establishment of these bases in recent years to strengthen the innovation ecosystem in Shaanxi [1]

Group 1 - The article highlights China's international training and exchange activities in fisheries education, promoting sustainable development and technology sharing with countries like Indonesia, Ghana, and Laos [1][6] - The "New Quality Craftsman" vocational skills training program in Dalian focuses on sustainable marine fisheries, offering courses in marine aquaculture and fishery management to Indonesian participants [2][5] - The training program includes practical experiences, allowing participants to learn about China's fishery systems and policies, enhancing their ability to apply this knowledge back in their home countries [2][3] Group 2 - The article discusses the advanced cold storage technology in Chinese fishing vessels, which can reach temperatures of -40 degrees Celsius, significantly better than Indonesia's typical -20 degrees Celsius, thus improving fish preservation [4] - The training experience has inspired participants like Muhammad Romi Fazi to promote collaboration with Chinese companies to adopt advanced technologies in Indonesia's fisheries [4][5] - The article emphasizes the importance of the collaboration between government, universities, and enterprises in China, which serves as a model for Indonesia to enhance its fishery sector [5] Group 3 - The article mentions Ghana's efforts to learn from China's experience in marine ecological farming and port economic zones to improve local fisheries and reduce poverty [6] - Grace Afumwa Buma, a lecturer from Ghana, highlights her experiences in China and the importance of applying learned knowledge to enhance local aquaculture practices [6][7] - The article illustrates the close relationship between research institutions and industry in China, which allows for timely application of research outcomes in aquaculture [7] Group 4 - The article describes the international training program in Laos, focusing on fishery resource conservation and aquaculture technology, attended by over 50 participants from various countries [8][9] - The training addresses challenges faced by Laotian fish farmers, such as lack of scientific management and equipment, and promotes the adoption of new techniques [9][10] - The article highlights successful collaborative projects between China and Laos, including fish species release initiatives that enhance local aquatic biodiversity and benefit local fishermen [9][10]

Core Insights - The automotive industry is increasingly focusing on high-altitude testing as a crucial aspect of vehicle performance validation [1] Group 1: High-Altitude Testing Contributions - Southwest Forestry University has been actively researching vehicle emissions and energy utilization issues in high-altitude regions, particularly focusing on hybrid vehicles' adaptability to high-altitude conditions [2] - The research team has conducted comprehensive tests on various types of hybrid vehicles, including PHEVs, REEVs, HEVs, and traditional gasoline vehicles, across seven representative cities in Yunnan [2] - The studies revealed key factors affecting emissions characteristics and energy efficiency of hybrid vehicles in high-altitude areas, along with strategies for optimization and emission reduction [2] Group 2: Industry-Academia Collaboration - The university positions itself as a source of technological innovation, a bridge for results transformation, and a training base for high-quality application-oriented talents [3] - Collaborations with multiple automotive manufacturers and component suppliers have been established to conduct high-altitude emission testing and calibration [3] - The university is developing a comprehensive laboratory for hydrogen energy vehicles, which will serve as both a research base and a technology service platform for industry collaboration [3] Group 3: Supporting Belt and Road Initiative - Yunnan's geographical position as a gateway to South Asia and Southeast Asia allows the university to contribute to the Belt and Road Initiative through technological innovation and talent cultivation [4] - Research on vehicle emissions and energy efficiency in high-altitude and tropical regions aims to provide technical references for traffic pollution control in similar terrains in neighboring countries [4] - The university plans to build a regional platform for clean energy technology exchange, focusing on hydrogen, photovoltaics, and energy storage applications in cross-border transport and smart traffic systems [5]

Core Insights - PIX Moving aims to democratize and decentralize innovation in the automotive industry through open-source initiatives and collaborative events like the Hitch Open World AI Championships [2][5][6] Group 1: Company Overview - PIX Moving, founded in 2017, specializes in modular smart vehicle development based on a skateboard chassis and is involved in L4 autonomous vehicle operations [3] - The company has successfully developed various L4 autonomous vehicle products, including Robobus and unmanned cleaning vehicles, which are now deployed in over 30 countries [3][6] Group 2: Hitch Open World AI Championships - The Hitch Open, set to take place in 2025, will be Asia's first top-tier AI autonomous racing event, designed to showcase the performance differences among various AI algorithms in extreme driving conditions [2][4] - The event will utilize a standardized chassis from PIX Moving to ensure fairness in hardware support, focusing on the essence of algorithmic competition [4][5] Group 3: Industry Impact and Vision - The event is expected to reveal the boundaries and limits of autonomous driving technology, providing valuable data that can enhance the performance of autonomous vehicles in regular environments [5][6] - PIX Moving's long-term vision includes creating a low-cost, open-source autonomous driving hardware platform to lower innovation barriers and encourage broader participation in the industry [6][8] Group 4: Future Developments - The company plans to launch a new L4 autonomous vehicle product that will serve as a "mobile space," integrating various functionalities beyond just transportation [8][9] - PIX Moving aims to implement its "Hundred Cities Plan," deploying autonomous mobile spaces in 100 cities and 1,000 living scenarios over the next five years, targeting to serve over 1 billion trips [9][10]

Core Insights - The article highlights the innovative educational approach of a vocational school in Fujian, where students engage in hands-on learning through local cultural practices, particularly focusing on tea culture and heritage [1][4]. Group 1: Educational Transformation - The school integrates local cultural heritage into its curriculum, using tea leaves and traditional songs as teaching tools, which helps students understand the history and customs of the She ethnic group [1][4]. - The principal emphasizes the importance of changing students' perceptions of vocational education, aiming to cultivate a sense of pride and recognition in their chosen fields [3][5]. Group 2: Community Engagement and Economic Development - Students participate in projects that promote local handicrafts, such as handmade flower tea, which not only enhances their skills but also provides employment opportunities for local women [4][8]. - The school collaborates with local tea enterprises and integrates e-commerce marketing into its curriculum, allowing students to apply their knowledge practically while contributing to rural revitalization [8]. Group 3: Cultural Confidence and Identity - The curriculum includes music and cultural history, fostering a sense of cultural confidence among students and encouraging them to appreciate their heritage [6][8]. - The principal believes that the students are not just learners but also contributors to local development, aiming to instill a sense of responsibility and capability in them [8].