Core Viewpoint - Beijing has issued a red rainstorm warning, indicating severe weather conditions with expected rainfall exceeding 150mm in most areas and potentially reaching 300mm in some locations, posing high risks of natural disasters such as flash floods and landslides [1][2]. Group 1: Weather Conditions - The red rainstorm warning was upgraded from an orange warning within three hours, highlighting the intensity of the rainfall [1]. - Rainfall from July 24 to 25 reached an average of heavy rain levels, with significant short-term rainfall recorded in northern areas, including 95.3mm in one hour in Dongyu, Huairou, and a total of 315.3mm over six hours in Huangtuliang, Miyun [1]. - Continuous heavy rainfall was observed, with an average of 34.9mm recorded from 6 AM on July 27 to 6 AM on July 28, indicating persistent heavy rain conditions [1]. Group 2: Meteorological Analysis - The extreme rainfall in northern mountainous areas was attributed to the uplift effect of southwest warm moist air from the edge of a subtropical high, causing continuous rain band formation [2]. - The weather pattern is expected to change, with the influence of a high-altitude shortwave trough and the ongoing warm moist conditions, leading to significant rainfall and potential severe convective weather, including thunderstorms and hail [2]. - Rainfall is expected to continue into the night of July 28, with a shift to localized severe convective weather expected on the afternoon of July 29 [2]. Group 3: Public Advisory - Meteorological authorities advise the public to stay updated on weather forecasts and warnings due to the rapidly changing weather conditions and to take necessary precautions [3].

7月24日，由中国物流与采购联合会冷链专业委员会主办的2025京津冀冷链产业高质量发展大会在 北京举办。大会以"智链未来·质领鲜行"为主题，吸引了京津冀三地近百家冷链物流、贸易、食品加工 生产、物流设备企业及科研院校参加，共同探索促进京津冀冷链产业合作新路径，推动构建更加开放包 容、互利共赢的现代冷链物流新生态。 会议期间，《京津冀冷链行业高质量协同发展倡议》正式发布。京津冀三地代表企业共同承诺将以 智慧化与标准化为抓手，打破地域壁垒，深化在基础设施互联、信息平台互通、监管互认、应急联动等 方面的合作，共建高效、安全、绿色的现代化区域冷链物流体系。 面对天津生态城产融建设发展有限公司就中心渔港冷链示范园区建设，在冷链加工、交易、供应链 等方面的合作邀约，北京康安利丰农业有限公司供应链运营总监戚飞表示有很大合作空间，"我们公司 能给北京餐饮门店做全品类供应链配送服务，对牛羊肉等冻品需求量较大。生态城在冷冻仓储、肉类加 工和供应链金融等方面的布局，将帮助公司在现有产能的基础上，更好地满足发展需求，配送时效能提 高30%-40%。"中农批（天津）国际冻品交易市场有限公司总经理韩艳对京津冀冷链产业协同发展充满 信心。 ...

Group 1 - The 2025 World Artificial Intelligence Conference (WAIC 2025) showcased advanced robots capable of various tasks, including sorting numbers and handling complex objects with precision [1][3] - The Mech-GPT multimodal model enables robots to understand natural language commands, significantly lowering the operational threshold for users without specialized programming knowledge [3] - The company has developed versatile robots that can perform tasks such as folding clothes, sorting transparent items, and precise assembly in the automotive industry, demonstrating their practical applications [3][4] Group 2 - The company's self-developed general-purpose robots have been widely adopted in the automotive sector, covering the entire manufacturing process from parts production to quality inspection [4] - The company has grown into a unicorn, with half of its revenue coming from international markets, including Germany, Japan, the United States, and South Korea [4] - Over 60 intelligent robots were exhibited at the WAIC 2025, highlighting the industry's focus on practical applications rather than just technological showcases [6]

Core Points - The article discusses a recent trade agreement between the United States and the European Union, highlighting mixed reactions from European leaders and the implications for transatlantic relations [1][2][9]. Group 1: Trade Agreement Details - The U.S. will impose a 15% tariff on EU goods, which is higher than the EU's desired 10% but lower than Trump's previous threat of 30% [2][4]. - The EU is committed to purchasing $750 billion worth of U.S. energy and investing an additional $600 billion in U.S. military equipment [2][13]. - The agreement allows for zero tariffs on U.S. exports to the EU, while EU products will face a 15% tariff in the U.S., indicating an imbalance in trade terms [13]. Group 2: Reactions from European Leaders - Ursula von der Leyen stated that the agreement would bring stability and predictability, which is crucial for businesses on both sides of the Atlantic [5]. - German Chancellor Merz expressed a desire for better terms but acknowledged that the agreement prevented unnecessary escalation in trade relations [5]. - French opposition leader Marine Le Pen criticized the agreement as a political, economic, and moral failure, arguing that it undermines EU sovereignty and favors German interests over French ones [6][8]. Group 3: Broader Implications - The agreement signifies increasing European dependence on U.S. energy and military supplies, raising concerns about the loss of European sovereignty [10][13]. - The deal may lead to higher energy costs for Europe and mandatory military spending, contributing to deindustrialization [14]. - The internal divisions within the EU are highlighted, as different member states have varying interests and responses to the agreement [8].

Core Insights - The MogoMind AI model developed by Mushroom Car Union is introduced as a real-time search engine for the physical world, enhancing capabilities beyond traditional digital models [1] - MogoMind integrates various devices to create a comprehensive perception network for real-time understanding of physical information, including road conditions and vehicle statuses [4] Group 1: MogoMind Capabilities - MogoMind can process multimodal information and real-time data from the physical world, addressing limitations of traditional language models that only handle static text [1] - The model supports emergency response to road incidents, provides over-the-horizon traffic alerts, and enhances real-time risk perception in blind spots for both drivers and autonomous vehicles [3] Group 2: Applications and Impact - Mushroom Car Union has launched multiple L4 level mass-produced autonomous vehicles utilizing MogoMind, integrating global perception, deep cognition, and real-time decision-making capabilities [3] - The autonomous buses equipped with MogoMind have successfully operated in 10 provinces across China, covering over 2 million kilometers and serving more than 200,000 passengers [3]

Core Viewpoint - The 2025 World Humanoid Robot Games will take place in Beijing from August 14 to 17, showcasing the integration of technology, sports, and art through humanoid robots in various competitions and real-world applications [1][2]. Event Overview - The event is co-hosted by multiple organizations, aiming to promote the development of humanoid robots in sports, collaboration, intelligence, and service applications [1]. - It will feature over 100 teams competing in various events, including traditional sports and practical applications, highlighting the capabilities of humanoid robots [2][3]. Competition Details - The main events will include traditional sports such as running, high jump, long jump, gymnastics, and soccer, alongside performance events like dance and martial arts [2]. - Practical application scenarios will involve tasks such as material handling in factories, sorting medications in hospitals, and cleaning services in hotels [2][3]. - The competition will also include human-robot interaction events like table tennis and basketball, allowing audiences to engage with advanced robotics [3]. Ticketing Information - Tickets for the event will be available on various platforms starting July 27, with multiple pricing tiers for different sessions [4][5]. - Special family packages and early bird promotions will be offered to enhance audience participation [6]. Global Participation - The event has attracted teams from around the world, including Portugal, Japan, and the UAE, with a dedicated training facility established to support their preparation [3].

Group 1 - The 2025 Bionic Robot and Bionic Intelligence Conference opened in Changping Future Science City, marking the launch of the Bionic Robot Innovation Alliance and the establishment of the International Bionic Academy and the International Bionic Engineering Society Beijing Exhibition Hall [3][9] - The International Bionic Academy will serve as the highest academic institution and think tank for the International Bionic Engineering Society, aiming to lead the development in the field of international bionic science and engineering [3][9] - The Bionic Robot Application Laboratory aims to create an integrated platform for industry, academia, and research to accelerate the application of cutting-edge bionic robot technology [3][9] Group 2 - New technological products from Yuequan Bionic were showcased, including the "X-Hand M1" bionic hand with 11 degrees of freedom, the "Y-Hand M1" bionic dexterous hand, the full-size humanoid robot "X-Bot," and the small chassis wheeled humanoid robot "W-Bot" [5] - The "Y-Hand M1" features bionic intelligence based on the "Bionic Tension and Compression Body Robot Theory and Technology" developed by Professor Ren Lei, establishing a new performance benchmark for bionic robots [7] Group 3 - Changping has successfully developed three major industrial clusters and is strategically positioning itself in future industries such as synthetic biology manufacturing, robotics, and 6G technology [7] - The Changping robot industry system is structured as "1+5+1," leveraging local talent resources and innovation transformation advantages to build the Beijing Robot Industry Park [7] - The conference is part of the 2025 Zhongguancun Forum series, focusing on breakthroughs in core bionic robot technologies and pathways for implementation, while promoting collaborative innovation among industry, academia, and research [9]

Core Viewpoint - Ant Group's Ant Misuan announced the open-source High-Order Program model trust application technology framework to address reliability issues in large models for specialized applications, aiming to accelerate their large-scale application in professional fields [1][2]. Group 1: Reliability Challenges - The primary challenge for specialized applications of large models is reliability, with current top technologies achieving only 80% to 90% accuracy, which is insufficient for fields like healthcare, industry, and finance [1]. - The term "hallucination" is used to describe the reliability issue, but it is viewed as an inevitable cost of intelligence rather than a problem to be eliminated entirely [1]. Group 2: Engineering and Intelligence Integration - The chairman of Ant Misuan, Wei Tao, emphasized that overcoming reliability issues should not rely solely on perfect large models but rather on the integration of intelligent and engineering systems [2]. - The High-Order Program framework draws from successful human engineering management experiences, incorporating mechanisms like standard operating procedures and checklists to ensure reliability even in the presence of hallucination issues [2]. Group 3: Application and Future Potential - The High-Order Program framework has been preliminarily applied in various industries, including financial risk control, network intrusion detection, and medical billing, showing significant improvements in reliability and timeliness [2]. - Wei Tao believes that solving the reliability problem will lead to the emergence of new "Killer Apps" for large models, highlighting the importance of engineering and intelligence fusion for reliable applications [3].

转自：北京日报客户端 在接到北京气象部门发布密云、怀柔、延庆三区暴雨红色预警后，各保险公司立刻启动重大灾害事故应 急响应机制，连夜快速成立应急处置工作小组，开启理赔绿色通道。 人保财险北京分公司针对三区灾害调配38辆救援车、47辆查勘车投入排查救援，做好全损车入场准备， 同时建立紧急预案，动态统筹资源，实时联动灾情监测数据与理赔服务进展，精准调配查勘人力、救援 车辆等核心资源向重灾区域倾斜。 该公司开通理赔绿色通道，救援专属坐席提供7x24小时报案受理，同步开放官网、微信、"平安好车 主"App等所有线上报案通道，针对本次暴雨案件免气象证明，免事故证明。 此外，中国太保产险北京分公司第一时间启动重大灾害事故应急响应机制，快速成立应急处置工作小 组，积极核查各业务渠道信息，调配车辆和查勘人员。当地分支机构已派出工作人员紧急赶赴现场，落 实做好各项保险服务；同时推出7x24小时受理报案咨询、简化理赔资料、开通汛期理赔绿色通道、汛期 泡水车"三免服务"（免现场查勘、免气象证明、免费事故救援）等应急服务举措。 图片来源：人保财险北京分公司 来源：北京日报客户端 该公司畅通95518客服热线、"北京人保财险"微信公众号 ...

Group 1 - The core viewpoint of the article highlights the shift in higher education evaluation methods, allowing students to earn degrees based on practical achievements rather than solely on thesis work [1][3][6] - Shandong University has implemented a pilot program for engineering master's and doctoral training, emphasizing practical experience in collaboration with over ten enterprises [5][6] - Wang Qian, a student from Shandong University, became the first graduate to complete her defense based on practical results, showcasing the effectiveness of this new evaluation method [3][5] Group 2 - Shandong Agricultural University is also innovating its talent cultivation model by integrating practical research with agricultural production, allowing students to defend their theses in real-world settings [7][9] - The university has established rural revitalization stations and technology small courtyards to enhance the connection between academic research and agricultural needs [9][10] - The assessment criteria for agricultural students now include dimensions such as "love for agriculture," indicating a holistic approach to evaluating future agricultural professionals [10]