王兴兴表示，最近一年，机器人领域其实已经有点像做梦的感觉，很多科幻中的事实，都已经变成现 实，"我一直感觉在机器人领域，包括机器人具身智能的AI领域，对比别的一些特别前沿的技术突破， 反而是相对容易的。" 他关注到，今年整个多模态模型的进步，包括从去年开始，到今年视频生成模型的效果，已经有了天翻 地覆的变化，就是真正生成差不多电影级别的，或者"以假乱真"的视频。 宇树科技自己也在探索，包括跟国内外的公司合作，共同推动在机器人领域的具身模型、多模态模型的 探索。"我觉得这是一个非常有价值的领域，而且我一直感觉在具身智能或者机器人领域的通用模型， 某种意义上就是AGI，而且是最有可能达到我们想象中的AGI的效果。"王兴兴说。 关联内容重磅回归！刘强东重返乌镇大会：京东将建全球首个全无人配送站 "我觉得未来，包括明年和后年，整个机器人领域给大家的惊喜可能比今年还会更多一点。"宇树科技创 始人、CEO、CTO王兴兴在2025年世界互联网大会乌镇峰会的"六小龙乌镇对话"上表示。 11月7日，2025年世界互联网大会乌镇峰会在浙江乌镇开幕，本届乌镇峰会以"共筑开放合作、安全普惠 的数智未来——携手构建网络空间命运共同体" ...

Core Insights - The discussion at the 2025 World Internet Conference highlighted the limitations of current AI technologies, particularly in their ability to generalize across different domains and perform simple tasks effectively [1] - The concept of "jagged intelligence" was introduced, indicating that while AI can excel in complex areas, it still struggles with tasks that humans find straightforward [1] - The need for AI to develop stable generalization learning algorithms and establish more connections with the real world was emphasized, suggesting a path towards more human-like learning capabilities [1] Group 1 - The leaders of the "Hangzhou Six Little Dragons" gathered for a dialogue at the conference, indicating a collaborative effort among key players in the tech industry [1] - Chen Deli, a senior researcher at DeepSeek, pointed out the current inadequacies of AI in self-iteration and evolution compared to human learning processes [1] - The discussion included the importance of multimodal and embodied intelligence to enhance AI's learning in real-world environments [1] Group 2 - Looking ahead 10 to 20 years, there is optimism about the potential for achieving Artificial General Intelligence (AGI), as technological advancements often accelerate over time [2] - The example of ChatGPT's rapid improvement in solving mathematical problems illustrates the potential for significant breakthroughs in AI capabilities [2] - The sentiment expressed is that the current phase of the AI revolution is still in its early stages, with expectations for future advancements [2]

Group 1 - The A-share market opened lower, with the Shanghai Composite Index down 0.34%, Shenzhen Component down 0.54%, and ChiNext down 0.72%. The technology sector experienced significant pullbacks, particularly in components, software development, humanoid robots, storage, and quantum technology [1] - The AI ETF (515070) saw a decline of 2.25% during the trading session, with key holdings such as Yansheng Electronics, Zhongke Shuguang, Chipone Technology, and Zhongji Xuchuang weakening. Over the past five days, the fund has attracted a net inflow of over 600 million yuan, bringing its total size to 9.932 billion yuan as of November 6 [1] - The humanoid robot industry has recently achieved a breakthrough with multiple "thousand-unit orders," indicating a shift from experimental phases to large-scale commercial applications. At least seven companies, including UBTECH, Zhiyuan Robotics, Yushu Technology, Stardust Intelligence, and Songyan Power, have secured significant orders exceeding 100 million yuan or 1,000 units, primarily in industrial manufacturing and logistics [1] Group 2 - According to Zheshang Securities, the humanoid robot industry is transitioning from the formation phase to the expansion phase, with commercial viability expected. Continuous breakthroughs in AGI technology, improved supply chain structures, and growing downstream application demands are anticipated to create significant investment opportunities in the humanoid robot sector by 2025 [1] - The AI ETF (515070) tracks the CS Artificial Intelligence Theme Index (930713), selecting stocks that provide technology, foundational resources, and applications in the AI sector, focusing on the midstream and upstream of the AI industry chain, often referred to as the "brain" creators of robots and the "foundation" of the Internet of Things [2] - The top ten weighted stocks in the AI ETF include leading domestic technology companies such as Zhongji Xuchuang, Xinyisheng, Cambricon Technologies, Zhongke Shuguang, iFlytek, OmniVision Technologies, Hikvision, Lianqi Technology, Kingsoft, and Unisplendour [2]

中证报中证网讯(记者连润)11月5日，阿里巴巴(NYSE：BABA；HKEX：09988)旗下高德宣布与小鹏汽 车达成全球生态合作——小鹏Robotaxi将正式接入高德平台，共同为用户提供L4级自动驾驶出行服务。 "高德与小鹏的合作，不仅仅是一次业务升级，更是我们基于共同认知、探索AGI的关键一步。"高德 CEO郭宁表示，未来双方将携手出海，把中国领先的Robotaxi服务推向世界舞台。 此外，高德的聚合生态正在全球化。据介绍，目前，高德APP已覆盖全球200多个国家和地区，境外打 车服务落地超50个国家和地区。未来中国领先的Robotaxi技术可通过高德"一键出海"，真正实现"全球都 能用、全球都好用"。 郭宁表示："AI的终局，不是屏幕里的对话工具，而是能感知、推理、行动的伙伴。高德的角色，就是 搞定'世界的复杂性'，让合作伙伴专注创新。" 目前，高德聚合平台已连接不同区域数百家专业出行服务商，对应高德APP上每月超8亿的活跃用户 数，帮助各地出行企业发展壮大。除小鹏外，文远知行、小马智行等头部Robotaxi企业均已接入高德。 通过高德平台，企业无需自建用户入口，即可触达海量真实出行需求，从而将资源聚焦 ...

GPT-5，DeepSeek 这些大语言模型能不能直接执行 Alphafold 这样的专业科学任务？OpenAI 的 Sam Altman 在多个场合提到，ChatGPT 的主要目标是建造 基于语言的通用推理机器 (General Reasoning Machine)， 再使用推理机器来调用专业科学模型如 Alphafold 解决特定科学问题，所以无法也没必要用 ChatGPT 直接执行 Alphafold 的任务。 近日，专注于研发物质世界基座模型的公司超越对称（上海）技术有限公司（超对称）发布了新版基座模型 BigBang-Proton，成功实现多个真实世界的专 业学科问题与 LLM 的统一预训练和推理，挑战了 Sam Altman 和主流的 AGI 技术路线。 BigBang-Proton 的结果展示，不仅 Alphafold，AlphaGenome 这样的专业生物问题，横跨所有物质尺度从微观粒子夸克、材料晶格到 DNA 蛋白质到宏观地 球系统的科学问题都可以整合在同一个自回归 LLM 上用 next-word-prediction 的范式来完成预训练和推理。 同时，BigBang-proton 实验结 ...

Core Viewpoint - Gaode is transitioning from traditional map navigation to a broader application of spatial intelligence, aiming to integrate its capabilities into various scenarios, with a focus on the automotive sector and Robotaxi services [3][4][5]. Group 1: Gaode's Strategic Shift - Gaode has announced a partnership with Xiaopeng Motors to provide Robotaxi services globally, marking a significant step in integrating spatial intelligence with transportation services [5][7]. - The collaboration represents a key move for Gaode to transform the concept of spatial intelligence into a practical reality, enhancing its service offerings [7][12]. Group 2: Spatial Intelligence Capabilities - Gaode's spatial intelligence emphasizes critical capabilities such as spatial positioning, time prediction, and physical interaction, which are essential for understanding and navigating the real world [9][10]. - The system creates a closed loop of "prediction - action - verification," allowing real-time data feedback to refine its understanding of spatial contexts, a feature that language models struggle to achieve [12][23]. Group 3: Impact on Robotaxi Industry - The introduction of spatial intelligence into the Robotaxi sector offers new possibilities, particularly in enhancing vehicle perception and response to complex traffic situations [14][15]. - Gaode's "super-distance" capability allows for early detection of traffic incidents, enabling proactive alerts to vehicles before they reach congested areas, thus improving safety and efficiency [15][17]. Group 4: Broader Applications of Spatial Intelligence - Beyond Robotaxi, Gaode's spatial intelligence is being integrated into various applications, such as personalized travel planning and real-time navigation assistance, demonstrating its versatility [22][21]. - The technology is also being applied in B2B contexts, such as smart glasses and low-altitude economic platforms, indicating its potential to redefine interactions with the physical world across multiple industries [22][21].

Core Insights - Alibaba's Gaode has partnered with XPeng Motors to integrate XPeng's Robotaxi into Gaode's platform, marking a significant step in the collaboration between ride-hailing services and autonomous vehicle technology [1] - This partnership aims to leverage Gaode's spatial intelligence capabilities to enhance the Robotaxi service, focusing on global expansion and technological innovation [5] Group 1: Partnership and Collaboration - The collaboration between Gaode and XPeng is not just a business upgrade but a strategic move towards exploring Artificial General Intelligence (AGI) [1] - Gaode has established deep partnerships with over 40 automotive manufacturers, accumulating substantial technical capabilities in smart cockpits and advanced driver-assistance systems (ADAS) [4] Group 2: Technological Advancements - Gaode's spatial intelligence technology enables a deep understanding of urban traffic dynamics, providing real-time traffic analysis, demand forecasting, and enhanced decision-making for autonomous vehicles [3] - The spatial intelligence capability translates into three main values for Robotaxi: optimal global coordination, long-range perception through vehicle-to-everything (V2X) communication, and real-world scenario training for autonomous systems [3] Group 3: Market Position and Ecosystem - Gaode has evolved into a leading ride-hailing aggregator since introducing the aggregation model in 2017, connecting hundreds of service providers and serving over 800 million active users monthly [4] - The platform's capabilities are now extending into the Robotaxi sector, allowing companies to focus on core technology development without the need to build their own user interfaces [4] Group 4: Global Expansion - Gaode's app is available in over 200 countries and regions, with ride-hailing services launched in more than 50 countries, facilitating the global deployment of China's leading Robotaxi technology [5] - The partnership with XPeng exemplifies Gaode's vision of creating a sustainable and operational smart mobility ecosystem in the AI era [5]

未来已来，你准备好了吗？ 清华大学新闻学院沈阳教授团队发布的《AIGC发展研究报告4.0版》揭示，未来五年AGI将突破长期记 忆与人格调控等关键瓶颈，AI正从虚拟空间走向现实世界，开启人机共生的全新时代。 本报告由AIGC部分生成，基于团队近30人研究力量，涵盖AIGC、元宇宙、AI短剧等六大方向。本文将 为您拆解AIGC技术演进、中美博弈格局、八大巨头动态以及行业落地前景。 AGI技术演进：从语言模型到世界模型 AI正从单一的文本生成向多模态、具身智能全面演进，技术突破集中在五大关键路径。 1. Transformer架构的持续进化 基于扩散模型与DIT架构的AI视频生成技术通过时空联合建模，正逼近物理真实的三维世界模拟。 CoT+MoE+反思验证+过程监督大幅提升了复杂决策的成功率与可解释性。 2. 智能体应用的全面爆发 A2A/MCP+任务编排+持久记忆实现了跨系统流程自动化可审计。VLA统一视觉-语言-动作，世界模型 支撑仿真与反事实推演，为AGI奠定坚实基础。 未来五年，AGI的关键突破将集中在几个方向： 中美博弈：两种发展模式的较量 在50个AI关键竞争领域中，美国26个领先，中国13个领先，另有 ...

11月5日，阿里巴巴旗下高德宣布与小鹏汽车达成全球生态合作，小鹏Robotaxi将正式接入高德平台，共 同为用户提供L4级自动驾驶出行服务。 具体来看，在今天举办的小鹏科技日活动上，小鹏汽车董事长何小鹏宣布，小鹏Robotaxi将开放SDK，与 全球伙伴共建Robotaxi生态。高德成为小鹏Robotaxi首个全球生态合作伙伴。 据悉，除小鹏外，文远知行、小马智行等头部Robotaxi企业均已接入高德。 据了解，这不仅是行业首个"出行平台+前装量产Robotaxi"合作模式，也是高德全面转向空间智能后，AI 能力跨界开放的重要一步，致力于以"技术+生态"服务全球客户，打造最大的Robotaxi聚合平台。 "高德与小鹏的合作，不仅仅是一次业务升级，更是我们基于共同认知、探索AGI的关键一步。"郭宁表 示，未来双方将携手出海，把中国领先的Robotaxi服务推向世界舞台。 本文系观察者网独家稿件，未经授权，不得转载。 相关图片 据介绍，2026年小鹏汽车将推出三款全栈自研量产Robotaxi，并开启试运营。小鹏Robotaxi面向L4级智驾 设计，拥有4颗图灵AI芯片，最高算力3000TOPS，搭载小鹏第二代VL ...

自2017年首创聚合打车模式以来，高德已成长为国内最大的聚合打车平台。目前，高德聚合平台已连接 不同区域数百家专业出行服务商，对应高德App上每月超8亿的活跃用户数，帮助各地出行企业发展壮 大。如今，这些能力正延伸至Robotaxi赛道。除小鹏外，文远知行、小马智行等头部Robotaxi企业均已 接入高德。另外，高德的聚合生态正在全球化。目前，高德App已覆盖全球200多个国家和地区，境外 打车服务落地超50个国家和地区。这意味着，未来中国领先的Robotaxi技术可通过高德"一键出海"，真 正实现"全球都能用、全球都好用"。 新浪科技讯 11月5日下午消息，阿里巴巴旗下高德宣布与小鹏汽车达成全球生态合作——小鹏Robotaxi 将正式接入高德平台，共同为用户提供L4级自动驾驶出行服务。"高德与小鹏的合作，不仅仅是一次业 务升级，更是我们基于共同认知、探索AGI的关键一步。"高德CEO郭宁表示，未来双方将携手出海， 把中国领先的Robotaxi服务推向世界舞台。 据郭宁介绍，过去二十多年，高德始终专注一件事：理解真实世界的复杂性。如今，这一长期积累已沉 淀为一项稳定、可靠的核心技术能力——空间智能。今年8月， ...