▲ 戳蓝 色 字关注 我们！ 作为长期关注AI产业的研究团队，我们在未可知人工智能研究院第一时间拿到了这份报告。 01 一个让硅谷震动的数字 100万亿。 这不是某个国家的GDP，也不是比特币的市值。这是过去一年里，人类与AI对话时产生的"token"总量——如果你把token理解成AI世界的"对话货币"， 那么这个数字意味着： 人类正在以前所未有的规模，与机器进行着深度对话 。 12月4日，硅谷顶级风投A16Z联合OpenRouter发布了一份震撼业界的研究报告《State of AI: An Empirical 100 Trillion Token Study》。 这份报告不同于以往任何AI研究——它不是实验室里的理论推演，而是基于OpenRouter平台上 超过 100万亿tokens的真实使用数据 ，涵盖500万开发 者、300多个AI模型、60多家提供商的海量交互记录。 换句话说， 这是 AI历史上第一次，有人拿出了如此大规模的"真实战场数据" ，告诉我们：人们到底在用AI做什么？AI行业的真实竞争格局是什么样 的？那些benchmark排行榜上的"冠军模型"，在真实世界里表现如何？ 在仔细研读后， ...

▲ 戳蓝 色字关注我们！ 未可知人工智能研究院作为行业领军机构，始终致力于AI技术普惠化。研究院在 培训体系搭建、技术方案落地及AI战略咨询 方面积累了丰富经验。 未来，研究院将继续深化与税务部门的合作，推动"AI+税务"融合创新，为税收现代化注入新动能。 此次培训不仅提升了税务人员的AI应用能力，也为湖州市税收科研工作开启了智能化新路径。 与会者纷纷表示，课程内容"干货满满"，为后续实践 提供了明确指引。 未可知研究院将持续输出前沿洞察，助力各行各业拥抱AI革命。 欢 迎 联 系 联系方式：微信duyuaigc 近日， 国家税务总局湖州市税务局联合湖州市税务学会举办培训班， 邀请未可知人工智能研究院副院长 张孜铭先生 ， 进行主题为 《AI在税收科研 领域的运用与实战》 的讲座分享。本次讲座旨在帮助税务系统工作人员掌握人工智能工具的前沿应用，提升税收科研效率与创新能力，获得参培学 员的广泛好评。 张孜铭先生作为未可知人工智能研究院副院长， 在人工智能领域拥有深厚的学术背景和丰富的实战经验 。他是北京大学与新加坡国立大学双硕士， 曾参与国家《生成式人工智能数据应用合规指南》团体标准起草，并著有《DeepSee ...

Core Viewpoint - The article discusses the significant retreat of foreign consumer brands from the Chinese market, attributing it to the transformative impact of AI on the global consumption landscape, rather than a decline in China's consumer market potential [3][7]. Group 1: Truth Behind Foreign Withdrawal - The withdrawal of foreign brands is not indicative of a peak in China's consumer market but rather a result of AI disrupting the traditional advantages held by Western brands [3]. - Historically, developed countries leveraged brand, technology, and management to dominate the consumption industry, while developing countries relied on cheap labor. AI has reversed this dynamic, allowing Chinese companies to leverage algorithms to outperform foreign brands [4][7]. Group 2: AI Reshaping Global Industries - The essence of foreign brands' retreat is a global shift in industrial advantages driven by AI, with developed countries focusing on "re-industrialization" while China emphasizes "consumption intelligence" [7]. - AI and robotics have made production costs in the U.S. lower than in China by 15%, a trend now seen in the consumer sector, where local brands are using AI to enhance efficiency and reduce costs [9][11]. Group 3: Local Brands' Competitive Edge - Local brands are leveraging AI to achieve a level of operational efficiency that significantly outpaces foreign competitors, with examples like Luckin Coffee's inventory turnover rate being 1.8 times that of Starbucks [14]. - The innovation process for local brands is data-driven, allowing them to adapt quickly to consumer preferences, unlike foreign brands that struggle with lengthy decision-making processes [15][18]. Group 4: Warnings from the Retreat - The collective withdrawal of foreign brands serves as a warning that no advantage is permanent in the AI-driven market; brands must continuously innovate to remain competitive [18][20]. - The competition is shifting from a simple dichotomy of "Chinese factories vs. Western brands" to a more complex battle of who can utilize AI and data more effectively [21].

近日，未可知人工智能研究院院长杜雨博士受邀走进意大利路易斯・圭多・卡利大学（Luiss ROMA）跨文化传播课堂，以 " AI 与叙事的未来：导航 媒体、新闻与战略传播新纪元 " 为主题展开专题分享。 作为意大利知名的综合性大学，Luiss ROMA 以社会科学、商科与传播领域研究见长，其跨文化传播课程聚焦全球视野下的媒介变革与交流创新，此次 邀请杜雨博士分享，旨在为师生搭建中西方 AI 传播实践的对话桥梁。 ▲ 戳蓝 色字关注我们！ 作为人工智能领域的资深专家、中国生成式人工智能数据应用合规指南起草人，杜雨博士的分享围绕 AI 在中国的发展实践、对商业传播的转型影响及 传媒行业的创新应用三大核心展开，为现场师生呈现了一场兼具全球视野与本土洞察的知识盛宴。 中国 AI 发展 从技术浪潮到生态重构，DeepSeek 成破局关键 分享伊始，杜雨博士系统梳理了中国 AI 产业的发展脉络。 他指出，中国 AI 行业已历经 "计算机视觉四小龙" 与 "大语言模型六小虎" 两轮发展热潮，大语言模型的崛起直接推动中国 AI 市场规模持续扩容，目 前全球市场份额已达 20%。 在 "AI+" 国家战略引领下，互联网、电信、金 ...

Core Viewpoint - A new technological revolution led by Generation Z is reshaping the global innovation landscape, characterized by the emergence of "new geeks" who integrate technology, business, and humanities to drive innovation [1][3]. Group 1: Characteristics of New Geeks - New geeks are practitioners of technological inclusivity, exemplified by projects like "Yiying" AI model that enhances garment design efficiency and quality control in textile manufacturing [5]. - They are believers in open-source collaboration, with over 3 million active open-source projects in China, where Z generation developers account for over 70% of contributors [6]. - New geeks are promoters of digital-physical integration, focusing on practical industry applications, such as reducing operational time in telecommunications through digital twin technology [7]. Group 2: The Rise of Post-00 Entrepreneurs - The emergence of post-00 entrepreneurs is attributed to three factors: lowered technical barriers, increased policy support, and upgraded market demand [9]. - These entrepreneurs exhibit a mature mindset, focusing on long-term goals rather than short-term trends, and are capable of addressing technical challenges with innovative solutions [10]. - China's innovation logic is transitioning from a model of "catching up" to one of "leading," driven by scenario-based innovation and open-source collaboration [10]. Group 3: Unique Advantages of the Chinese Market - Innovation in China often starts from market needs, creating a vibrant testing ground for technology applications across various sectors [12]. - The positive cycle of "technology - industry - market" allows new geeks to quickly validate and optimize their innovations, as seen in the development of the open-source Harmony operating system [12]. Group 4: Ecosystem Empowerment - A robust ecosystem supports innovation, with R&D funding exceeding 3.6 trillion yuan, fostering a conducive environment for new geeks [14]. - Patient capital is emerging in China, willing to support long-term, high-potential technology projects, contrasting with short-term profit-seeking investments [14]. - The open-source movement is breaking down technological monopolies, enabling Chinese developers to participate in global technology rule-making [14]. Group 5: Cultural DNA - The new geeks embody a spirit of innovation driven by a sense of national responsibility, aiming to use technology for societal benefit [16]. - This combination of personal ideals and national destiny provides a unique motivational force for Chinese innovators [16]. Group 6: Challenges and Long-term Commitment - New geeks face challenges such as ensuring technological reliability, navigating ethical boundaries, and achieving commercial viability [18]. - Four guiding principles for overcoming these challenges include maintaining a focus on core technology, embracing open-source collaboration, prioritizing user needs, and balancing innovation with ethical considerations [19][20][21]. Conclusion - The collaboration between Dr. Du Yu and Blue Lion has produced a significant work that highlights the potential of new geeks in leading a new era of innovation in China, emphasizing the importance of their contributions to the global technological landscape [22][24].

▲ 戳蓝 色字关注我们！ 创新是区分领袖和追随者的标准。 —— 史蒂夫 · 乔布斯 如果你还抱着"学AI是投机""传统学科才踏实"的陈词滥调，那清华大学2025年本科生特等奖学金的15强名单，就是给你脑袋敲碎的"铁锤"—— 这个时 代早没有"学科百花齐放"的温情，只有"AI主科"和"其他副科"的残酷分层，甚至连"副科"都不配，只是AI的"附属配件" 。 这群站在全国智力珠峰的年轻人，用论文、专利和国际冠军证明：谁还在纠结"我是哪个学院的正统"，谁就是把自己钉在"前工业时代"的耻辱柱上，等 着被AI浪潮连骨头带渣吞掉！ | | 清华大学特等奖学金 (本科生) | | | --- | --- | --- | | | 答辩入围名单 | | | 序号 | 院系 | 姓名 | | I | 电子系 | 林旭煊 | | 2 | 计算机系 | 徐汝一 | | 3 | 自动化系 | 罗长盛 | | 4 | 航院 | 陈秀虎 | | 5 | 化学系 | 冯庚辉 | | 6 | 交叉信息院 | 李忆唐 | | 7 | 经管学院 | 吕博涵 | | 8 | 外文系 | 张抒悦 | | g | 美术学院 | 姚都文 | | 10 | ...

▲ 戳蓝 色字关注我们！ 我们致力于工具的精良， 却忽略了工具的用途。 —— 尼尔 · 波兹曼 还在瞎操心农村孩子用不上AI？快别自作多情了！ 中国青少年研究中心调研了全国8563个中小学生，数据一出来直接打脸： 城市娃用 AI 的占 63.7% ，农村娃也有 60.2%—— 没有显著差距 。 更让人惊掉下巴的是，女生用AI的比例（64.2%）居然比男生（59.2%）还高，谁说只有男生爱捣鼓这些？ 真相一 这哪是什么数字鸿沟啊？分明是AI把城乡、性别这些老掉牙的标签全撕了。 但先别忙着欢呼"技术平权"，这种无差别渗透根本不是什么福音，就是场藏在屏幕后的"认知绑架"。 以前农村孩子缺电脑没办法，现在好了，手机揣兜里AI随叫随到，可问题是——他们拿AI干了啥？是真用来学东西，还是纯粹当偷懒工具？ 这种看不见的差距，比"有没有"可怕多了！ AI 成了 " 作业外挂 " ，孩子连脑都懒得动了？ 家里有中小学生的家长，随便拉一个出来都能吐槽"AI写作业"这事儿。 调研说71%的孩子用AI查资料、找思路，听着还行？可再看那16.8%的孩子——直接把题目往AI里一扔，等着要答案！这不就是换了个高科技壳子 的"抄作业"吗？连 ...

▲ 戳蓝 色字关注我们！ 这两天刷圈总看到 "Nano Banana"，它到底为啥突然火了？ 对咱们普通人有啥用？ 国内又咋体验？ 今天一次性说清楚！ 01 Nano Banana 走红核心 2. 免费渠道开放 ：此前多数AI图像工具存在收费或算力受限问题，而近期大量平台开放Nano Banana免费体验，普通用户无需成本即可尝试，加速了 其传播速度。 02 普通用户实用场景 从趣味到工具的多元价值 Nano Banana并非仅用于"玩梗"，更能解决日常场景中的实际需求，主要可分为三大类： 1. 社交场景：提升内容表现力 将个人自拍转化为日漫、手绘等风格头像，增强社交平台内容独特性；旅行照片通过风格迁移（如宫崎骏动画风、电影感滤镜），让朋友圈内容更具吸 引力，摆脱"游客照"同质化问题。 2. 办公学习：高效获取素材 制作PPT、笔记时，可快速生成匹配主题的插图（如"极简风科技元素""治愈系教育插画"），避免版权纠纷且节省寻找素材的时间；对于家长，还能将 孩子的简笔画升级为精致插画，助力亲子作业完成。 低门槛与高效果的双重优势 与传统AI图像工具相比，Nano Banana的核心竞争力在于"降低创作门槛，同时保 ...

▲ 戳蓝 色字关注我们！ 近日， 未可知人工智能研究院副院长张孜铭先生 受邀为 国家能源集团 开展主题为 《人工智能（AI）赋能能源行业智能化转型》 的专题培训。本次培 训 聚焦AI技术前沿与能源产业实践，助力企业抢占智能化先机 。 ▼ 关于未可知人工智能研究院 ▼ 张孜铭副院长 作为人工智能领域的权威专家，拥有北京大学与新加坡国立大学双硕士背景，参与起草《生成式人工智能数据应用合规指南》团体标 准，并著有《DeepSeek使用指南》《AIGC:智能创作时代》等多部专著。培训中，他深入浅出地解析了生成式AI与决策式AI的核心区别，并通过丰富 案例展示AI在能源行业的落地价值。 培训内容涵盖三大维度： 宏观层面全球AI技术趋势、中观层面AI对能源产业的价值、微观层面企业落地实施路径 。张孜铭结合国家电网智能巡检、南 方电网AI客服、华为云盘古大模型等实战案例， 生动阐释了AI在电网优化、新能源预测、智能运维等场景的应用效能 。 在工具实践环节，张孜铭重点演示了DeepSeek、提示词工程等AI应用技巧，强调"AI时代的人才需融合技术技能与情感技能"。他通过互动游戏，让学 员亲身体验AI文本生成与图像创作的效率提 ...

Core Insights - The article emphasizes the importance of investing in oneself as the best form of investment, especially in the context of modern societal challenges and technological advancements [7][9]. - It highlights the shift from external opportunities to internal development, suggesting that personal capabilities and virtues are fundamental to long-term success [9]. Group 1: Author's Background and Philosophy - Dr. Du Yu, the founder of Weikezhi, has a diverse background as a musician, writer, investor, and researcher, illustrating the concept of "investing in people" through his own experiences [4]. - His academic journey includes degrees from Wuhan University, Peking University, and the Chinese University of Hong Kong, culminating in a PhD from the Chinese Academy of Social Sciences, showcasing a commitment to continuous learning and self-investment [4]. Group 2: Integration of Traditional Wisdom - Dr. Du uses the "Huangdi Neijing" as an example to demonstrate that ancient texts encompass a wide range of knowledge, including music, geography, and psychology, which can provide holistic insights for modern challenges [6]. - He advocates for the integration of traditional wisdom into contemporary practices, arguing that ancient philosophies can help navigate the complexities of modern life [10][12]. Group 3: Practical Applications and Recommendations - The article suggests that individuals should focus on practical experiences and learn from those who have achieved tangible results, rather than solely relying on theoretical knowledge [12]. - Dr. Du encourages the reading of classical texts as a means to cultivate a stable mindset in the fast-paced AI era, positioning traditional wisdom as a "ballast" for the soul [12]. Group 4: Future Directions - Weikezhi aims to explore the intersection of artificial intelligence and humanistic values, promoting comprehensive personal development and providing practical solutions for growth [14]. - The organization is committed to disseminating Chinese traditional wisdom globally, enhancing cross-cultural exchanges and revitalizing ancient knowledge in modern contexts [12][14].