注意看，这张图画的是谁？ 如果不够明显，那再眯着眼睛看呢。没错，就是蒙娜丽莎。 这张来自日本艺术家北冈秋吉前几天创作的一张图，结果直接把一众大模型难倒了。 ChatGPT只能分辨出这是一张脸。。 Gemini则是直接识别错了人。 白交 发自 凹非寺 量子位 | 公众号 QbitAI 又一个让大模型几乎全军覆没的难题出现了。 大模型不会眯眼睛？ 为了验证这一推论，咱们也进行了一波简单实测。既然直接问「画的是谁」问不出来，那给一点提示，让它可以尝试眯着眼睛。 网友：懂了，大模型不会眯眼睛。 首先来看ChatGPT的表现。 它能准确判断出这是一张视觉错位图，也通过「眯着眼睛」识别出来了具体的脸部轮廓，结果在最后关头识别错了。 再来看看国产玩家的表现，还是挑出三个来看看。 豆包的回答与Gemini类似，能够判断出图像的风格、人脸轮廓，但是无法判断具体任务。 但选择 深度思考 之后，它深入研究了故障艺术的通道分离特性，然后从黑色轮廓中判断出这是 爱因斯坦 （？？？？ 而再让它深度思考一下，答案给不出来了。 Gemini的回答则还停留在各种颜色的条纹，也辨认出这是个侧脸的轮廓。 Grok则直接表示无法辨认，让我提供一张更 ...

中新网武汉7月6日电 (马芙蓉王驰骋)2025年湖北省海峡两岸数字赋农助力乡村振兴论坛6日在武汉举 行，来自两岸农业领域的高校专家、行业协会代表、企业代表等100多人，聚焦智慧农业分享发展经 验，寻找合作机遇。 此次论坛召开前，主办方走访在鄂台企，收集其在科技研发、农业生产方面的困难与需求，并联动专家 团队开展定向帮扶。论坛现场，华中农业大学、湖北省农业科学院等4家科研团队与4家台企代表，签署 了技术合作供需对接协议。 "这次参访交流发现湖北有丰富的农业资源及智慧农业设备。"台湾富丽农村发展基金会董事长龚世明介 绍，他看中湖北一家企业的植物智能培育设备，正洽谈采购细节。湖北"科技小院"人才培养模式，也让 他深受启发。 此次论坛是第十九届湖北·武汉台湾周交流活动之一，由湖北省科协主办。(完) （文章来源：中国新闻网） 湖北是农业大省，素有"鱼米之乡"美誉。借助数字技术、人工智能等新兴技术，湖北推进智慧农业发 展，在基础设施建设、技术应用、产业融合等方面，已取得系列成果。 此次论坛上，发布了湖北省智慧农业领域科技成果，促进供需对接。20多项成果涉及水稻、油菜、棉 花、番茄、柑橘、鱼类、生猪等农产品、水产品，涵盖生 ...

Core Insights - The article highlights the recent trends in financing events within various industries, indicating a total of 108 financing events this week, with a total amount of approximately 11.37 billion RMB, marking an increase from the previous week [4][12]. Financing Overview - This week, there were 108 financing events (excluding mergers and acquisitions), an increase of 4 from last week, with a total financing amount of approximately 11.37 billion RMB, up by 4.64 billion RMB [4]. - Among these, 28 events had financing amounts of 100 million RMB or more, an increase of 6 from last week [4]. - There were 32 public exit cases this week, a decrease of 4 from last week [4]. Financing Amount Distribution - The distribution of disclosed financing events shows 70 events, with amounts ranging as follows: - 5 events below 5 million RMB - 22 events between 5 million and 10 million RMB - 13 events between 10 million and 50 million RMB - 18 events between 50 million and 100 million RMB - 9 events between 100 million and 500 million RMB - 2 events between 500 million and 1 billion RMB - 1 event over 1 billion RMB [5]. Notable Investment Events 1. **Photovoltaic Materials**: Tongwei Co., Ltd. announced that its wholly-owned subsidiary, Yongxiang Co., completed a strategic financing round of approximately 4.916 billion RMB, with funds primarily used for repaying financial institution debts and supplementing working capital [7]. 2. **AI Large Models**: Zhizhu completed a strategic financing round of 1 billion RMB, aimed at building an open platform for model-as-a-service (MaaS) and enhancing AI infrastructure in Shanghai [8]. 3. **AI Chips**: Zhenliang Intelligent announced nearly 1 billion RMB in strategic financing, focusing on high-performance GPU development [9]. 4. **Autonomous Driving Software**: Tiantong Vision completed a D round financing of 500 million RMB, aimed at promoting Robotaxi deployment nationwide [9]. Industry Distribution - The financing events this week spanned 13 industries, with the top five being: - Information Technology: 26 events - Electronics: 25 events - Equipment Manufacturing: 14 events - Healthcare: 10 events - Materials: 9 events [12]. - In terms of financing amount, the top five industries were: - Materials: 49.16 billion RMB (due to Yongxiang's large financing) - Electronics - Information Technology - Equipment Manufacturing - Automotive [14]. Regional Distribution - The top five regions for financing events were: - Guangdong: 17 events - Jiangsu: 17 events - Zhejiang: 16 events - Shanghai: 13 events - Beijing: 13 events - These regions accounted for 70.37% of all financing events [19][20]. Financing Round Distribution - The distribution of financing rounds showed that seed and angel rounds accounted for 59 events, while strategic financing ranked third with 21 events. Early-stage financing (A round and earlier) accounted for 58.33% of the total events [23]. Investment Institutions - A total of 97 investment institutions participated this week, with notable activity from Beijing Guoguan and Jinpu Investment [26].

Core Insights - The article emphasizes the imminent arrival of the humanoid robot era, as highlighted by industry leaders like Nvidia and Tesla during CES 2025, marking a significant shift towards embodied intelligence in 2025 [3] - Major investment banks, Morgan Stanley and Goldman Sachs, have released reports affirming the vast potential of the humanoid robot market, projected to be a trillion-dollar industry, while also detailing the current technological barriers and commercialization challenges [3][4] Investment Trends - The humanoid robot financing landscape is experiencing a bifurcation, with capital increasingly favoring leading startups, as evidenced by significant funding rounds such as The Bot Company's $150 million and Neura Robotics' €120 million [4][5] - In the first half of 2025, global financing in the embodied intelligence sector approached 20 billion yuan, indicating robust investment activity despite a two-tiered market dynamic [4] Company Valuations and Market Dynamics - Leading companies like Zhiyuan Robotics and Yushu Technology have surpassed valuations of 10 billion yuan, with Zhiyuan Robotics valued at approximately 15 billion yuan and Yushu Technology at around 12 billion yuan [7] - The majority of startups in the humanoid robot sector are valued below 3 billion yuan, indicating a highly competitive environment with uncertain prospects for many emerging companies [7] Commercialization Challenges - Despite Yushu Technology's reported annual revenue exceeding 1 billion yuan, the actual commercialization scenarios for humanoid robots remain questionable, with concerns about the sustainability of their business models [9][10] - The article notes that many humanoid robot companies are focusing on educational and research applications rather than industrial use, which may limit their long-term market viability [10] Technological Developments - The humanoid robot sector is entering a phase where companies are expected to develop their own "brains," with a shift towards self-research in foundational models becoming evident [12] - The introduction of DeepSeek's open-source reasoning model presents new opportunities for startups to break free from reliance on tech giants' closed-source models, potentially reshaping the competitive landscape [15] Supply Chain Insights - Upstream core component manufacturers in the humanoid robot supply chain are already reaping benefits, with stock prices of related companies experiencing significant increases [16] - The article highlights the importance of advanced components like dexterous hands and tactile sensors, which are critical for the commercialization of humanoid robots [17]

制造业数字化转型丨 研究报告 核心摘要： 需求端的核心需求没有变，生产制造管理相关、供应链相关等是重点，也是离散制造业的核心诉求 。 只不 过，行业经过几年发展，需求端的对转型认知和期望变的更加理性与聚焦。 就需求端的需求而言，具有两大 特点： 1）地域特色明显，广东、江苏、浙江、山东既是制造业大省，也是积极尝试转型的省份，产业/区 域协同发展、提升数字化转型的基础支撑能力基本是其共性举措；2）从需求场景来看，评优和招标市场有 所区别：评优侧更关注生产制造相关环节的具体落地操作；招标侧则多由各市工业和信息化局采购的，希望 通过转型诊断后找到企业在研发、生产作业、数据、组织战略等环节开展诊断工作，进而给出相应的改造建 议，引导企业顺利转型。 就需求端的转型现状而言， 经过几年发展企业对数字化转型 理性与聚焦并行。理 性 一方面是指需求端在考虑到实际需求后，在战略上高度认可，并确定未来一年在转型支出上增加投入， 且供应商的选择更关注产品及服务的实用性；另一方面则是指面对大模型的热度，需求端虽然积极拥抱，但 是是以客户洞察与营销管理这一大模型更适用的场景为主。 聚焦 主要是指需求端对自身的需求认知更明 晰，即更加聚 ...

★ 宏观动态 ★ "网红医生"被点名！国家卫健委紧急提醒 国家卫生健康委7月4日在北京举行新闻发布会，新闻发言人胡强强表示，国家卫健委将与相关部门一起，加大 互联网健康科普乱象的整治力度。 医疗科普现已成为中国各大网络平台上备受关注的内容。胡强强说，当前，医疗科普是短视频平台的热门话 题，越来越多的医生通过直播和短视频来传播健康科普知识。胡强强指出，但是有的"网红医生"把医疗科普当 作牟利工具，滥用专业权威为自己背书，假借科普名义违规导医导诊，线上问诊，线下引流，直播带货甚至高 价开药；还有的通过夸大治疗效果、虚构病例、杜撰故事等手段误导公众、敛财牟利。胡强强提示，这些行为 严重违反了互联网诊疗管理和广告管理相关的法律法规，请公众不要轻信，防止上当受骗。按照相关规定，患 者需在线下实体医疗机构完成首诊并明确诊断后，才可通过具备资质的互联网医院进行复诊。"生命不是儿 戏，医疗质量安全是底线。"胡强强介绍说，下一步，国家卫健委将与相关部门一起，加大互联网健康科普乱 象的整治力度，维护民众的健康权益。 中国足协：超2.5万人注册"中国足协球员自荐系统" 据农业农村部监测，7月4日，全国农产品批发市场猪肉平均价格为2 ...

Core Viewpoint - The Pangu team emphasizes that the Pangu Pro MoE open-source model is developed and trained on the Ascend hardware platform, and it is not based on incremental training from other vendors' models [1] Group 1 - The Pangu Pro MoE open-source model includes some foundational components whose code implementations reference industry open-source practices, involving portions of open-source code from other large models [1] - The Pangu team asserts that they strictly adhere to open-source license requirements, clearly marking copyright statements for open-source code in the open-source code files [1]

Core Viewpoint - Huawei's Pangu Pro MoE model has been recognized for its innovative design that utilizes dynamic activation of expert networks, achieving superior performance. However, a recent GitHub study claims that the model shares a "striking similarity" in parameter structure with Alibaba's Qwen-2.5 14B model [1]. Group 1: Model Development and Innovation - The Pangu Pro MoE model is developed and trained on the Ascend hardware platform and is not based on incremental training from other vendors' models. It features significant innovations in architecture and technical characteristics [2]. - The model introduces the Grouped Mixture of Experts (MoGE) architecture, which effectively addresses load balancing challenges in large-scale distributed training, thereby enhancing training efficiency [1][2]. Group 2: Open Source Compliance and Community Engagement - Huawei emphasizes that some foundational components of the Pangu Pro MoE model's code implementation reference industry open-source practices and include portions of open-source code from other models. The company adheres strictly to open-source license requirements and clearly marks copyright statements in the open-source code files [2]. - The company promotes an open innovation approach, respecting third-party intellectual property, and advocates for an inclusive, fair, open, united, and sustainable open-source philosophy [2]. - Huawei expresses gratitude to global developers and partners for their support of the Pangu model and highlights the importance of constructive feedback from the open-source community [2].

7月5日下午，华为诺亚方舟实验室在官方平台发布最新声明，表示盘古Pro MoE开源模型是基于昇 腾硬件平台开发、训练的基础大模型，并非基于其他厂商模型增量训练而来。 上述团队表示，"盘古Pro MoE开源模型部分基础组件的代码实现参考了业界开源实践，涉及其他开 源大模型的部分开源代码。我们严格遵循开源许可证的要求，在开源代码文件中清晰标注开源代码的 版权声明。这不仅是开源社区的通行做法，也符合业界倡导的开源协作精神。" ...

没有永远的朋友，只有永远的利益。 这位科技新贵用一句讽刺为商战收尾："提供高额预付保障性薪酬的策略，无助于建立企业竞争文化，反而会分散实际工作注意力。" "他们开出了上亿美元的签约奖金。"当OpenAI CEO山姆·奥特曼在播客中轻描淡写提及Meta的挖角战时，这场没有硝烟的人才争夺战已见分晓——尽管对方开出天 价，但核心团队无人离职。 一方面，奥特曼气势上肯定不能输，另外一方面，他说也不是完全没道理。不过，这两年来展露野心的奥特曼已经成了不少硅谷大佬们的"公敌"。 在此之前，OpenAI创始人山姆·奥特曼的好人缘和好名声几乎遍布硅谷。 比如，他与曾经合作伙伴马斯克的口水仗持续升级；他还跳过黄仁勋，积极扩大投资阵营、加快落地与台积电合作造芯、建厂计划；在消费电子领域，他刚与苹 果缔结盟约，转身便收购其首席设计师的创业公司，将战火烧到了硬件腹地。 硅谷的大佬们从不吝啬对奥特曼的赞美。曾经被誉为PayPal（硅谷科技圈内一个极具影响力的非正式组织）"黑帮教父"的彼得·蒂尔曾这样评价奥特曼："他也许不 在地理意义上的硅谷中心，但绝对是硅谷精神的核心。" 彼得·蒂尔 硅谷创投教父保罗·格雷厄姆也评价他说："你可以把他 ...