Group 1 - The article discusses the significance of spring sand ginseng in Guangdong, likening it to "Korean ginseng" for locals, highlighting its cultural and economic importance [3][4][5] - The blooming and harvesting of spring sand ginseng is a seasonal event in Yangchun, with local farmers actively involved in its cultivation [4][6] - The article emphasizes the role of AI in vocational training, showcasing a training event aimed at equipping skilled workers from various industries with AI knowledge [9][10][11] Group 2 - The first agricultural and cultural tourism investment promotion conference in Guangdong is set to take place, focusing on the integration of agriculture and tourism [14][16][17] - The Guangdong Provincial Department of Agriculture is calling for project submissions for the second Agricultural Sports Games, indicating ongoing efforts to promote agricultural activities [22][23] - An event in Fogang County aims to empower agricultural and cultural tourism through e-commerce, highlighting a collaborative approach involving government, enterprises, and educational institutions [24][26][27]

点击图片▲立即试听 " 能借助 AI ，在合理合法的框架下，把事情比较高效地完成，我觉得就成功了。 文 / 巴九灵（微信公众号：吴晓波频道） DeepSeek辅导作业 " "我当时 特别 生气，直接把他的手机没收了。 "谈到三年级儿子照抄 AI 答案 一事 ，邵女士这样说道。 "那个周末老师布置了一篇作文，题目是《我尊敬的一位长辈》，我发现他直接把题 目 发给豆包，然后照抄它的回答，说自己特别尊敬的长辈 是爷爷，但所有关于爷爷的内容都是豆包虚构的。我特别生气，觉得他这种行为非常不负责任。 " 邵女士告诉小巴， 此前 她对孩子使用 AI 持开放态度，比如允许孩子把做不出来的数学题拍给 AI ， 自己有时也借 助 AI 来回答孩子的问题 。 在她看来， AI 给出的答案比较准确，而 且 很多题目家长一头雾水， A I 却能 给出解答 和 具体步骤。 "比我教的好" ， 邵女士 表示 。 但这 次的 事件给她敲响了警钟， "使用的'度'和家长的监督 太重要了，太 依赖 AI ， 孩子 脑子真的会废掉。 "她 说 ，自己后来还是把手机还 给了孩子，但和孩子约定， 做题 首先要有自己思考的过程，并且她现在会更多地参与到 ...

谢祖墀/文 在过去一年里，生成式人工智能的快速发展，特别是DeepSeek（深度求索）在春节期间的发 布，越来越多企业家意识到，AI不再只是未来的趋势，而是已经进入可规模化应用、可以实用的阶 段。我们在与企业客户的交流中也观察发现，企业对于AI的接受度和应用层级正发生深刻变化，其带 来的组织影响和思维转变也日益显现。 这一变化极大提高了企业家对AI的接受度与认知深度。他们开始鼓励员工在实际工作中灵活使用AI， 如会议记录生成、营销内容创作、数据报表梳理等。AI从规划蓝图逐步进入企业的日常流程，成为提 升组织效率与能力的具体工具。 与此同时，这种高涨的期待也带来了新的挑战。企业家希望构建企业的"智能大脑"，现实却显示，组织 内部的流程机制、协作方式和知识沉淀尚未跟上技术的演进步伐。从"有愿景"到"可落地"，中间仍存在 不小的差距。企业对这一差距的认识还在逐步建立中。 AI落地的三种路径 今天，越来越多的企业表示自己"在使用AI"，但多数只是号召员工学习如何使用DeepSeek等工具，而不 是真正实现了系统性的应用。企业应用AI可以分为三个不同的层次。 第一层是提升个体效率，如使用DeepSeek自动生成会议纪要 ...

Group 1: AI in Healthcare Transformation - The healthcare sector is undergoing a profound transformation driven by AI technology, which is becoming an indispensable element in constructing the future medical ecosystem [1][2] - AI applications in the medical device industry are extensive, promoting the intelligent and personalized development of medical equipment [1][2] Group 2: Market Growth and Structure - The global "AI + healthcare" market is experiencing rapid growth, with an expected annual compound growth rate exceeding 29%, and the market size projected to reach $70 billion by 2032 [3] - Drug discovery and medical imaging are the two most significant areas for AI applications, collectively accounting for over 50% of the market [3] Group 3: AI Applications in Medical Imaging - Traditional imaging quality control faces challenges such as resource scarcity and low efficiency, which AI aims to address by enhancing diagnostic accuracy and consistency [3][4] - Siemens Healthineers has integrated AI across its entire product line, covering all stages of disease diagnosis and treatment, thereby improving workflow efficiency and diagnostic performance [3][4] Group 4: Innovations and Collaborations - Siemens Healthineers announced a collaboration with the Chinese Medical Association and China Telecom to launch a generative AI-based imaging quality control project [4] - GE Healthcare's Quantum CT platform integrates AI to enhance imaging efficiency and accuracy, achieving a 13-fold increase in reconstruction speed compared to traditional workstations [4] Group 5: Emerging Technologies and Trends - Philips showcased advanced AI technologies in ultrasound and MRI systems, significantly improving clinical workflow and diagnostic capabilities [5] - The integration of AI with medical devices is expected to drive the development of smarter, more precise, and personalized medical equipment [5] Group 6: Business Models in AI Medical Imaging - Three primary business models for AI medical imaging include platform sharing, software sales, and hardware-software integration [6] - Domestic medical device companies are actively entering the AI medical imaging field, developing intelligent product systems and commercial models [6] Group 7: Future Directions and Challenges - The integration of AI in healthcare is still in its early stages, with significant potential for growth in data standardization and algorithm precision [10] - Companies are exploring collaborations with local institutions to enhance AI development while addressing data sensitivity issues [10] Group 8: Investment and Market Focus - AI-related companies are gaining attention in the capital market, with significant valuations indicating strong investor confidence [11] - The focus on early diagnosis and screening in the AI healthcare sector is becoming a hot topic, with companies like Tempus AI leading the way [11][12]

全屋自动化智能家居解决方案旨在通过将家居设备连接到互联网和智能系统，实现设备的集中控制与管理，从而提升居住环境的 舒适性、安全性和能源效率 。 全屋自动化智能家居解决方案，全球市场研究 据 QYResearch 调研团队最新报告"全球全屋自动化智能家居解决方案市场报告 2024-2030 "显示，预计 2030 年全球全屋自动化智 能家居解决方案市场规模将达到 63.8 亿美元，未来几年年复合增长率 CAGR 为 6.1% 。 全球 全屋自动化智能家居解决方案 市场前十强生产商排名及市场占有率（基于 2 023 年调研数据；目前最新数据以本公司最新调研数据为 就产品类型而言，目前大型科技公司是最主要的细分产品，占据大约 40.4% 的份额。 就产品应用而言，目前住宅建筑是最主要的需求来源，占据大约 92.6% 的份额。 准） 根据 QYResearch 头部企业研究中心调研，全球范围内全屋自动化智能家居解决方案生产商主要包括华为、 Snap One (Control4) 、 Lutron 、小米、 Schneider 、 Samsung SmartThings 、 Crestron 、 ABB 、 Nice ...

Core Viewpoint - Samsung Electronics is accelerating the development of 1nm wafer fabrication technology to create a competitive advantage, as it currently lags behind TSMC in the 2nm and 3nm processes [1][2]. Group 1: Samsung's Development Plans - Samsung has initiated the development of 1nm technology, selecting researchers from its 2nm projects to form a dedicated team [1]. - The company aims to mass-produce 1.4nm technology by 2027, with plans for 1nm production set for after 2029 [1]. - The development of 1nm technology requires new design concepts and the introduction of next-generation equipment, such as High-NA EUV lithography machines [1]. Group 2: Competitive Landscape - TSMC announced plans to start production of 1.6nm technology in the second half of 2026, bridging the gap between 1.4nm and 2nm processes [2]. - This move by TSMC is seen as a response to the rapidly changing demands of the AI semiconductor market [2].

扫描二维码 立即订阅 彭博生物制药双周报 本期主题： AI或可提升诊断水平 帮助实现肿瘤治疗个性化 本文来自彭博终端，终端用户可运行NSN SRYBU7T1UM0W 阅读原文。非终端用户可点击文末 "阅读原文" 预约演示。 全球市场版图日新月异，彭博行业研究（Bloomberg Intelligence）为您的企业战略助力。在 制药与生物技术领域，无论是全球行业资讯与热点，还是制药管线里程碑及催化剂事件、财务 预测…… BI涵盖广泛且深度的关键信息，旨在为您的决策提供可靠且具有竞争力的洞见支撑。 (彭博行业研究)——虽然AI在临床中可帮助提升患者的生活质量，但关键的创新将集中在诊 断和个性化治疗领域。约翰·霍普金斯大学Ma ri o n I. Kn o tt肿瘤学、泌尿学、药理学、病理 学及医学教授Bill Ne ls o n博士对AI与诊断的深度结合，以及AI基于临床结果数据集和 c tDNA等新兴生物标志物为治疗决策提供指导的潜力表现出极大的热情。 借助AI提升癌症影像诊断水平 数据来源：公司报告 循环肿瘤DNA：一种新兴生物标志物 循环肿瘤DNA( c tDNA)，即血液中癌细胞的DNA，是一种相对较新 ...

Group 1: Overview of Foreign Trade B2B SaaS Industry - The report provides a comprehensive market insight into the foreign trade B2B SaaS industry, covering the development environment of foreign trade enterprises, SaaS market characteristics, competitive landscape, and development trends [1] - In 2023, the growth rate of foreign trade exports slowed down, with a slight recovery expected in 2024. The export of machinery and equipment remains stable, with B2B business accounting for 58% of the overall foreign trade market exports and approximately 70% in the cross-border e-commerce market [1][22] - The domestic market has formed multiple industrial clusters, enhancing foreign trade competitiveness, while export destinations are gradually shifting from Europe and the United States to Southeast Asia and emerging markets [1][25] Group 2: Characteristics of Foreign Trade SaaS Market - Foreign trade B2B SaaS can be categorized into four types based on business processes: business growth, operational management, cross-border payment, and compliance, with product functions increasingly integrated towards a unified foreign trade operation [3] - The market size of foreign trade B2B SaaS is projected to reach approximately 7.8 billion yuan in 2024, with expected modest growth in the next 2-3 years driven by AI and cross-border payment sectors [3][4] Group 3: Competitive Landscape of Foreign Trade SaaS - Foreign trade SaaS vendors are classified into platform-type, tool-type, and resource-type, with platform-type vendors being concentrated at the top, while resource-type vendors compete based on ecological barriers [4] - In the tools category, business growth and compliance segments are concentrated at the top, while website building and ERP solutions are relatively fragmented. Companies like Xiaoman OKKI lead the first tier due to mature products and support from Alibaba's ecosystem [4] Group 4: Development Trends of Foreign Trade SaaS - The competitive domestic environment is prompting SaaS vendors to expand overseas, with mid-tier and smaller vendors focusing on emerging markets like Southeast Asia, while top vendors target medium to large clients in Europe and the U.S. [5] - AI applications are transitioning from automation to enhanced decision-making across various scenarios, with a focus on customer relationship management, enterprise risk monitoring, and compliance in foreign trade environments [5][42]

该收购是 西门子"ONE Te ch Company "计划的又一里程碑 ，通过将开放式数字商业平台西门子 Xc e l e r a t o r 扩展到生命科学软件领域，从而 提升客户关注度，加速创新，实现更高增长。 生命科学领域是西门子软件现有市场布局的有力补充， 将西门子数字化工业软件的总目标市场扩大 11 0 亿美元。 生命科学领域受结构性转变 驱动，包括老龄化社会带来的医药需求增长、药品可及性的提升、科技进步催生的新治疗选择，以及复杂价值链对于加强合作和可见性的迫切 需求等。这些趋势凸显了数字化转型的必要性， 预计未来五年内该领域在软件方面的支出将翻一倍。 收购带来显著协同效应 Do tma ti c s 预计将在 2 0 2 5 财年实现超 3 亿美元营收，拥有丰厚的利润，现金流生成能力强劲，调整后的息税折旧摊销前利润（EBITDA）超 过 4 0%。在产生协同效应之前，该公司中期阶段收入增长和高盈利能力将立即增加西门子的增长、息税折旧摊销前利润率和自由现金流。 西 门子预计将实现显著的收入协同效应 ：中期收入协同效应预计约为每年 1 亿美元，长期内将增至每年 5 亿美元以上。 根据惯例成交条件和适 ...

前不久，郑州一所中学的语文教师孙成发现，班里五六名学生课间讨论的话题都与最近兴起的 DeepSeek有关。孙成便与他们一同开启了关于使用人工智能（AI）的探讨。 随着讨论的深入，孙成发现，学生对AI的了解、依赖程度，以及AI能够为学生提供的帮助远超自己的 预期：AI如同一个"无所不能"的人，为学生解决各种学习上的问题，甚至会为学生拓展不少课堂上都不 曾涉及的内容。 随着DeepSeek等大模型广泛应用，一股强劲的AI浪潮涌入多个领域，教育也不例外。 接受记者采访时，多名教师都提出了同样的疑问：AI时代，教育该如何发展？ 最近，"小学生手把手教你3分钟速成PPT"的视频引起广泛讨论。视频中一名小学生放学后来到电脑 前，用DeepSeek和Kimi制作了一个关于西安的PPT。对于视频中的操作，不少网友表示"这样以后的小 孩都不用动脑子了，可怕"。 孙成和学校的不少教师都开始使用DeepSeek备课和制作课件。 "AI可以很好地理解教师的问题，比如教师拿不准一些字词的解释和文言文时，可以问问豆包，豆包会 给出解释或建议，但不一定是对的，教师还需要自己思考。"孙成说。 实际上，网上与之相关的话题层出不穷，比如"14岁 ...