Core Viewpoint - The company emphasizes its commitment to independent research and development, asserting that all core technologies are the result of its own R&D efforts and possess complete independent intellectual property rights [1] Summary by Categories Technology Development - As of June 30, 2025, the company has obtained a total of 373 various intellectual property rights, including 98 invention patents [1] Production - All products of the company are manufactured within China [1]

原文链接： 苹果再发论文：精准定位LLM幻觉，GPT-5、o3都办不到 点击下方 卡片 ，关注" 大模型之心Tech "公众号 戳我-> 领取大模型巨卷干货 本文只做学术分享，如有侵权，联系删文 ，自动驾驶课程学习与技术交流群事宜，也欢迎添加小助理微信AIDriver004做进一步咨询 苹果这几天真是进入了论文高产期，时不时就有新的研究发布出来。 就在近日，苹果又发布了一篇引发学界与业界关注的重磅论文。 这篇论文非常有意思，它用强化学习训练模型，让模型能够准确标出答案中哪些部分是幻觉（hallucinated）。 其核心突破在于：模型不再只是笼统地提示有错误，而是能直接指出具体哪一段文字是错误的。这对于需要修改输出或进行事实审查的用户来说，大大节省了时 间。 论文提出的方法名为 RL4HS，它使用了片段级奖励（span-level rewards）和类别感知的 GRPO（Class-Aware Group Relative Policy Optimization），从而避免模型偷 懒、只输出无错误预测。 该方法在片段级幻觉检测任务上，甚至超过了 GPT-5 和 o3。 总体而言，片段级奖励 + 类别平衡机制让 ...

消息面上，大众公用此前在互动平台表示，公司参股深创投，而深创投及其基金持有宇树科技股份。据 悉，宇树科技预计于今年四季度向证券交易所提交上市申请文件。此外，摩尔线程科创板IPO申请通过 上交所上市委会议审议，而摩尔线程成立后曾获得包括深创投在内的多家机构投资。 大众公用(01635)早盘回落逾6%，月内累计涨幅仍超40%。截至发稿，跌6.13%，报4.44港元，成交额 4805.8万港元。 ...

Core Insights - The discussion highlights the potential for China to surpass the United States as the world's largest economy, with projections indicating a GDP growth rate of 5.2% for China in Q1 2025 compared to 2.8% for the U.S. [1] - The International Monetary Fund (IMF) estimates that by mid-2025, the U.S. GDP will be approximately $28.5 trillion, while China's will be around $19.8 trillion, indicating a narrowing gap due to China's sustained economic growth [1][3]. - Historical context shows that China was once the world's largest economy, contributing significantly to global GDP until the mid-19th century, and is now experiencing a resurgence [1][3]. Economic Shift - The shift of the economic center back to Asia is noted, with Asia contributing over 50% to global economic growth from 2000 to 2025, with China accounting for more than half of that [3][4]. - The population in Asia is projected to exceed 4.5 billion by 2025, representing over 55% of the global population, with a rapidly growing middle class expected to drive global consumption [4][5]. - Asian countries are increasingly leading in technology innovation, with patent applications from Asia accounting for over 65% of the global total [4][5]. Trade Dynamics - The global trade landscape is shifting, with Asia's share of global goods trade expected to exceed 35% by 2025, positioning it as a major trade engine [6][8]. - The Regional Comprehensive Economic Partnership (RCEP), effective in 2024, will cover about 30% of the world's population and GDP, enhancing intra-regional trade [8][9]. - The trade structure is evolving, with a growing emphasis on high-value products and a reduction in reliance on raw material exports [6][8]. Cultural Exchange - The historical context of cultural exchange between East and West is highlighted, with a shift from a "Western-centric" model to a more diverse and mutual learning approach [9][10]. - The cultural industries in Asia are expanding, with projections indicating that by 2025, Asia's cultural market share will exceed 25%, outpacing growth in Western markets [9][10]. Future Outlook - The next 10-15 years are critical for China's potential to surpass the U.S. economically, contingent on addressing challenges such as aging population, regional disparities, and environmental pressures [10][12]. - By 2025, China's service sector is expected to account for over 57% of GDP, with high-tech industries contributing over 15% to industrial output, indicating a shift towards a more balanced economic structure [12][13]. - The ultimate goal of economic growth is to enhance the quality of life for citizens, emphasizing that GDP figures should translate into tangible improvements in daily life [12][13].

Core Viewpoint - Wenzhou, a significant node in the Maritime Silk Road, is hosting the International Maritime Navigation Senior Management Training Course and Expert Class in 2025, bringing together participants and experts from various countries to engage in maritime cultural dialogue [1] Group 1 - Wenzhou's historical significance as a key city in the Maritime Silk Road is highlighted, emphasizing its development through maritime trade [1] - The training program will feature participants from multiple countries, indicating Wenzhou's role as a global maritime education hub [1] - The event symbolizes the intersection of traditional maritime culture and modern technological advancements, showcasing Wenzhou's unique cultural heritage [1] Group 2 - The article mentions various cultural experiences, such as the historical dialogue at Jiangxin Islet and the craftsmanship of oil paper umbrellas, reflecting Wenzhou's rich artisanal traditions [1] - The presence of advanced technology experiences, like the "China Eye Valley," illustrates the city's blend of tradition and innovation [1] - The narrative emphasizes the connection between "Maritime Silk Culture" and "Craftsmanship Spirit," reinforcing Wenzhou's identity as a city where the East meets the world [1]

Core Insights - Jiangdu District is leveraging the national and local push for the integration of advanced manufacturing and modern services, utilizing high-end technology, big data, and industrial internet to enhance business connections and expand industry chains [1][4] Group 1: Industrial Foundation - Jiangdu District has a solid manufacturing base and a thriving modern service sector, making it well-positioned for deep integration trials of the two industries [2] - In 2024, the district's industrial invoiced sales are projected to reach 157.3 billion, with 87 new industrial enterprises added, bringing the total to 1,002, the highest in the city [2] - The district has seen the emergence of 26 new enterprises with invoiced sales exceeding 100 million, and 19 enterprises exceeding 1 billion [2] Group 2: Industry Clusters - Jiangdu is actively developing five major industrial clusters: high-end equipment, high-tech ships and marine engineering, automotive and components, new materials, and new-generation information technology [2] - The district is also fostering ten emerging industrial chains, including robotics, smart grids, and new energy materials, while enhancing modern logistics and technology R&D services [2] Group 3: Development Dynamics - During the 14th Five-Year Plan, Jiangdu has over 600 high-tech enterprises, leading the city in this regard [3] - The district has established 47,000 square meters of technology complexes and four provincial-level incubators, along with 59 new provincial and municipal enterprise service centers [3] Group 4: Policy Framework - Jiangdu has implemented a comprehensive policy framework to support the deep integration of advanced manufacturing and modern services, focusing on high-quality economic development [4] - The district has established a "two-industry integration" work mechanism to clarify tasks and measures for implementation [4] Group 5: Talent and Training - The district is building a reserve of manufacturing enterprises based on revenue and market share, while also identifying service enterprises that focus on R&D and marketing [5] - Regular expert training and business guidance are provided to encourage enterprises to move towards high-end, intelligent, digital, and branded development [5] Group 6: Future Outlook - Jiangdu aims to construct a high-quality and efficient "6+3" service industry system, enhancing integration across organization, services, and industries [6]

人民财讯9月30日电，企查查APP显示，近日，深圳坪山深空引擎科技有限公司成立，注册资本1000万 元，经营范围包含：自然科学研究和试验发展；工程和技术研究和试验发展；农业科学研究和试验发 展；医学研究和试验发展等。企查查股权穿透显示，该公司由抖音有限公司间接全资持股。 ...

Core Points - The first National Science Popularization Month has successfully engaged the public with numerous activities across the country, promoting scientific knowledge and innovation [2][8] - The event showcased various scientific achievements and innovations, including a desktop 4D printer and wearable electronic fabrics, highlighting the integration of technology and education [3][4] - The China Association for Science and Technology (CAST) reported a significant increase in public participation in science activities, with a focus on expanding the reach and impact of science education [8][9] Group 1: Science Popularization Activities - The National Science Popularization Month featured over 100,000 activities nationwide, encouraging participation from all age groups [2] - Events included interactive exhibits at the China Science and Technology Museum, where children could engage with scientific concepts through hands-on experiences [3][5] - The "Science Night" event combined science and art, offering immersive experiences that sparked interest in scientific exploration [4] Group 2: Technological Innovations - The introduction of a desktop 4D printer at the China Science and Technology Museum allowed visitors to see the transformation of materials into soft robots, demonstrating advanced manufacturing techniques [3] - Wearable electronic fabrics showcased the potential for smart clothing, capable of lighting up and performing various functions, marking a significant advancement in textile technology [4] Group 3: Educational Initiatives - Educational programs during the Science Popularization Month included activities like designing parachutes for Mars landings, blending exploration with practical learning [7] - The Beijing Science Center organized a series of events, including a science carnival and collaborative performances between scientists and artists, to enhance public engagement with science [8] Group 4: Achievements in Science Education - The proportion of Chinese citizens with scientific literacy reached 15.37% in 2024, surpassing the 2025 target, indicating a growing public understanding of science [8] - CAST plans to expand science museum coverage to rural areas and enhance the quality of original science resources, aiming to make scientific knowledge more accessible [9]

Core Viewpoint - Changhong is diversifying its product offerings beyond traditional television, showcasing advanced technologies at the China (Mianyang) International Science and Technology Expo, including AI home appliances and quantum dynamic absolute gravimeters [1] Group 1: Product Innovations - Changhong presented a full range of AI home appliances, indicating a shift towards smart technology integration in consumer products [1] - The company showcased highly encrypted data spaces, highlighting its focus on data security and privacy in technology [1] - Changhong introduced power supply technology used in high-speed trains, demonstrating its capabilities in transportation technology [1] Group 2: Research and Development - The event included a tour of Changhong's R&D factory, emphasizing the company's commitment to innovation and development of advanced technologies [1] - The presentation of a quantum dynamic absolute gravimeter for earthquake measurement reflects Changhong's investment in cutting-edge scientific research [1]

Core Viewpoint - The article emphasizes the transformative role of AI, specifically through the implementation of Agent intelligent systems, in enhancing operational efficiency and decision-making processes within the real estate and property management sectors, particularly for Longfor Group [5][6]. Group 1: AI Implementation and Impact - Longfor Group has integrated AI to address traditional inefficiencies, such as lengthy pricing approval processes that previously took 1-2 weeks, now reduced to a few hours with the use of intelligent agents [5][10]. - The introduction of Agent systems has significantly improved the efficiency of parking lot management, reducing manual audits from 100% to 17%, resulting in an 83% increase in audit efficiency and preventing millions in potential losses annually [15][13]. - The company has developed over 180 digital employees across various scenarios, including pricing models, contract reviews, and risk management, forming a comprehensive digital workforce [6][9]. Group 2: Specific Use Cases - The first successful application of an Agent was in pricing adjustments, where it simulated various pricing scenarios and provided recommendations, thus avoiding potential losses of millions [10][11]. - In property management, the Agent system has automated the identification of abnormal parking lot entries, leading to significant labor cost savings and improved compliance [15][16]. - The contract review process has been enhanced by Agents that automatically identify risks in complex commercial contracts, allowing staff to focus on critical issues [20][17]. Group 3: Challenges and Solutions - The primary challenge in implementing Agent technology is the need for a well-prepared knowledge base within the company, as the complexity of real estate rules and processes requires clear standard operating procedures (SOPs) [21][22]. - Data quality is crucial for the successful deployment of Agents, necessitating a unified digital framework to ensure high-quality data availability [21][22]. - The company has adopted a dual-role team approach, pairing AI product managers with business experts to ensure both technical feasibility and business relevance in project execution [28]. Group 4: Future Directions - Longfor Group plans to expand the use of Agents in internal management, commercial operations, and customer service, focusing on data-driven decision-making and enhanced user experiences [33][34]. - The company is also exploring multi-agent collaboration for complex tasks, demonstrating the potential for creating a virtual employee team that streamlines operations across departments [26][24].