在去年提出AI PC并给出五大产品特征定义后，今日举办的联想Tech World 2025创新科技大会上，联想 集团董事长兼CEO杨元庆又一次围绕"超级智能体"，给出了自己的定义和前瞻预判。 "超级智能体是提高生活质量和生产力水平的下一个引爆点，它已经不再只是一个工具，而是个人和企 业的'认知操作系统'。"在杨元庆看来，超级智能体是个人和企业亟待解决的需求与问题的总入口，同 时也是时时刻刻都在学习和自我提升的"超级卷王"。 大会上，杨元庆抛出了自己对于超级智能体的三大核心能力定义：一，感知与交互；二，认知与决策； 三，自主与演进。同时也发布了联想覆盖全场景的超级智能体矩阵，包括联想天禧个人超级智能体、联 想乐享企业超级智能体及新一代联想推理加速引擎。 "超级智能体是超级卷王，但不卷人类" 文 | 新浪科技 周文猛 当前，大模型轻量化与推理效率提升已成为行业核心痛点，为解决这一问题，大会期间，联想联合清华 大学和无问芯穹推出了推理加速引擎。据悉，这款专为高效AI PC设计的软硬件协同平台，通过三大技 术创新实现性能跃迁：高性能并行解码，突破传统顺序解码瓶颈，推理速度大幅提升；异构计算架构， 动态分配CPU/GP ...

Core Insights - Lenovo Group announced the launch of "Super AI Agent" at the 2025 Tech World, introducing Lenovo Tianxi Personal Super AI Agent and Lenovo Lexiang Enterprise Super AI Agent [1] - The ambition of Lenovo is to create a "human cognitive extension" through a hybrid AI architecture, multimodal collaboration, and autonomous evolution capabilities [2][5] Technical Capabilities - The "Super" in "Super AI Agent" is defined by three core capabilities: natural multimodal interaction for proactive device communication, seamless integration of local knowledge bases across devices and ecosystems, and advanced task decomposition and orchestration [2] - Security and privacy protection are fundamental design principles that underpin these core capabilities [2] Development Framework - The development of the Super AI Agent relies on two core technical capabilities: Model Factory and Model Orchestration [6] - The Model Factory reduces deployment time from months to weeks, while Model Orchestration addresses how to utilize the models effectively [6][7] Automation and Collaboration - The Super AI Agent features an automated workflow based on large models, allowing it to process tasks in real-time by breaking down complex requests into manageable sub-tasks [9] - Multi-agent collaboration enables a group of agents to work together on tasks, with a "consultant agent" coordinating the process [9][10] Vision and Future - Lenovo envisions the Super AI Agent as a cognitive operating system that integrates vast amounts of data for decision-making [13] - The ultimate evolution of the Super AI Agent is described as an "autonomous evolving AI twin," capable of self-planning, self-action, and self-evolution [16]

Core Insights - Lenovo's Tech World 2025 conference emphasized the theme "Let AI Become Innovation Productivity," marking a significant milestone in the democratization of AI technology [1][22] - The introduction of "super intelligent agents" was highlighted, which are defined by three core functions: perception and interaction, cognition and decision-making, and autonomy and evolution [1][5][6] Group 1: Super Intelligent Agents - The concept of "super intelligent agents" has transitioned from theory to practical implementation, setting a new benchmark for the global AI industry [3] - Lenovo's personal super intelligent agent, Tianxi, can autonomously manage complex tasks by integrating data across devices, enhancing user experience [5][6] - The enterprise version, Lexiang, acts as a silicon-based employee, seamlessly integrating various business processes from market analysis to procurement [13][17] Group 2: Technological Innovations - Lenovo introduced a revolutionary inference acceleration engine developed in collaboration with Tsinghua University, aimed at enhancing AI capabilities on personal computers [6][8][9] - The new AI PC platform features high-performance parallel decoding and heterogeneous computing architecture, significantly improving inference speed and energy efficiency [8][9] - Lenovo's Tianxi personal super intelligent agent is designed to evolve into a digital twin, enhancing personal productivity and decision-making [6][9] Group 3: Applications in Cities - The "1×N city super intelligent agent" framework was proposed, which coordinates multiple domain-specific agents to enhance urban governance and social services [18][20] - Successful implementations of city super intelligent agents in Wuyishan and Yichang demonstrate their effectiveness in personalized tourism planning and sustainable urban development [20] Group 4: FIFA World Cup Partnership - Lenovo announced its role as the official technology partner for FIFA World Cup, aiming to enhance the experience for players, coaches, referees, and fans through innovative AI applications [22] - The partnership includes developing AI engines for performance analysis and creating interactive viewing experiences for fans [22]

消息面上，联想创新科技大会5月7日在上海开幕，大会打造了一场长达12小时的全天候直播，这是1场 超级"有料"的主论坛揭秘超级智能体的"大"世界，4场含AI量超级高的分论坛聚焦算力、智能体、具身 智能等前沿科技。沉浸式上手体验AI主题展全面解析混合式AI深入了解超级智能体的世界。根据 grandviewresearch的测算，2024年全球AI智能体市场规模估计为54亿美元，预计从2025年到2030年将以 45.8%的年复合增长率增长。 5月7日，A股市场高开震荡，人工智能题材股小幅回调迎来布局时点。科创板人工智能指数成分股中， 中科星图涨超4%，有方科技、石头科技涨超2%，奥普特、力合微、中邮科技、道通科技逆势上涨。科 创板人工智能ETF（588930）过去20个交易日日均成交额超7000万元，市场热度较高。 科创板人工智能ETF（588930）跟踪的科创板人工智能指数布局30只科创板人工智能龙头，覆盖AI产业 链上游算力、中游大模型云计算、下游机器人等各类创新应用，聚焦电子、计算机、机械设备、家电、 通信五大行业，前五大成份股合计权重47%，或具有较高的AI主题纯度和更高的弹性。 华鑫证券表示，AI板块的 ...

近日，Meta首席执行官马克·扎克伯格接受了媒体采访，全程信息量满满。访谈中， 扎克伯格谈到了 Meta如何看待下一步AI发展格局，并回应了外界认 为"DeepSeek吊打Meta"的质疑。 他表示，通过比较Llama 4 模型与 DeepSeek 的能力可知， 尽管 DeepSeek 可能在特定领域取得了显著进展，但Llama 4模型能够提供更高的效率和更广泛 的功能。 以下为采访内容（有删节）： 马克·扎克伯格：在我看来，世界会变得更加有趣、甚至有些奇特。根据我的经验，如果你觉得别人做的事情不好，但他们自己却认为很有价值，那么通 常是他们对，你错了。 主持人Patel： 我们似乎正在消除技术利用奖励机制来完全操纵我们的所有障碍。 马克·扎克伯格：我们正在努力构建能推进 Llama 研究的编码代理。我估计 在未来 12 到 18 个月内，我们将达到一个阶段，届时这些研发工作所需的大部 分代码都将由 AI 编写。我倾向于认为，至少在可预见的未来，这反而会增加对人类工作的需求，而非减少。如果你将提供服务的成本降至原来的十分之 一，那么现在去做这件事实际上可能是有意义的。 主持人Patel：你上次来的时候，发布了 ...

Group 1: Core Insights on AI Product Development - The rapid pace of AI development necessitates constant re-evaluation of technology and product strategies, contrasting with traditional tech environments where foundational technologies evolve slowly [2] - OpenAI aims to integrate research and product development, emphasizing that the best products emerge from collaboration between design and research teams [2][3] - OpenAI's product development follows key principles: iterative deployment, model-centric approach, and bottom-up innovation [3][4][5] Group 2: Key Skills in the AI Era - Evaluating benchmarks (evals) is crucial for understanding model performance and guiding product development, as large models exhibit inherent ambiguity [7][8] - The design of AI interactions should mimic human communication, enhancing user experience by making AI responses feel more natural and conversational [9][10] Group 3: Future of AI Product Development - The future will see more researchers integrated into product teams, with fine-tuning models becoming a central workflow in product development [11] - AI serves as a powerful tool in creative processes, enhancing productivity and creativity rather than replacing human input [12][13] Group 4: Insights for Future Generations - Emphasizing the importance of curiosity, independence, and critical thinking skills for children in an AI-driven world, alongside traditional programming skills [14] - OpenAI recognizes the vast opportunities in industry-specific data and use cases, indicating that many areas remain unexplored for AI applications [15] Group 5: Learning from Failures and Optimism for the Future - Reflecting on past projects, such as the Libra cryptocurrency initiative, highlights the importance of learning from failures and adapting to changing circumstances [15] - The company maintains a positive outlook on AI's potential to drive societal progress and innovation, viewing current models as just the beginning of technological evolution [16]

universea 投稿 量子位 | 公众号 QbitAI 自主通才科学家（AGS）正成为现实！ 来自多伦多大学、IIT、清华大学、浙江大学、罗格斯大学、哈佛大学、佐治亚理工学院和伦敦大学学院的跨学科团队的最新研究指出，融合 人工智能与机器人技术的"自主通才科学家（AGS）"不仅能独立完成从文献综述到实验验证的全流程，更可能以指数级速度推动科学发现，突 破人类能力的物理与认知边界。 除此之外，其团队还构建了将AI大脑与机器人躯体深度融合的通用科研系统概念框架，展示了机器人与AI科学家在自然科学、形式科学、应用 科学、人文科学，以及跨学科科学等全科学领域的原创性发现的潜力。 超级智能的曙光：AI与机器人科学家引领科研新时代 相比AI在工业生产或家庭生活中替代人类劳动，其在科学发现中的应用更能体现通用人工智能的真正价值——引领并超越人类水平的科研成 果，或许正是衡量超级智能的关键标准。 机器人与AI科学家正携手突破科学的边界，迎来一个全新的扩展定律（Scaling Laws），开启一个自主科学探索的新时代。 一、当AI大脑邂逅机器人躯体：通才自主科学家的诞生 自主通才科学家（AGS）正成为现实，这种系统将AI的智 ...

以下文章来源于芒格书院 ，作者李录 芒格书院 . 由资深出版人施宏俊先生创立，定位于为终身学习者提供学习和思考的知识资源，推动认知升级和思想 分享。 " 中国还有好多比较容易的改革红利，是因为观念上的堵塞没有被疏通起来。疏通以后就可以在比较短 的时间之内加速，把经济迅速地从依赖外需和内需结合，变成主要由内需驱动。 " " 从更长期的影响来看，这次的贸易战可能加速中国经济从投资与出口驱动转向由内需驱动。 " " 世界秩序的变化已经不可逆转，它会演进到一种新的秩序上…… 中国有机会在国际秩序重塑中占据 对自己有利的位置。 " "三重动力——经济竞争收益、地缘政治压力、好奇心驱动——已使技术演进形成不可逆转的惯性。" 2024年12月7日，喜马拉雅资本创始人李录在北京大学光华管理学院"价值投资"课程十周年沙龙上， 提出了对国内、国际"时代困惑"的深刻反思。（ 点此阅读： 《 李录3万字演讲实录：理解了这些问题， 就理解了价值投资的当下可为之处……》 ） 今年4月6日，在59岁生日当天，在西雅图面对芒格书院部分会员的提问，李录进一步给出了自己的解 法。 谈保障体系、谈资本市场、谈全球秩序的演变，也谈AI带来的冲击与挑 ...

Core Viewpoint - The article emphasizes the transformation of AI tools, highlighting that the future will see AI as a tool used by humans, rather than merely a replacement for traditional search methods [4][5][14]. Group 1: Product Development and Features - The launch of "New Quark" represents a significant upgrade, introducing the "Super Box" concept, which aims to redefine the relationship between humans, tools (AI), and tasks [3][4]. - The "Super Box" is designed to be a "Super Agent" that directly delivers results by integrating various AI capabilities, such as AI search, writing, and health assistance, into a single interface [4][5]. - Quark's user base has grown significantly, with over 200 million monthly active users and a cumulative download exceeding 370 million by 2024, indicating strong market acceptance [8]. Group 2: Strategic Vision and Market Position - The strategic focus on Quark as a core component of Alibaba's AI To C strategy reflects a shift towards consumer-oriented AI products, aiming to provide comprehensive solutions for everyday tasks [6][7]. - The leadership of Wu Jia, who has extensive experience within Alibaba, is pivotal in driving Quark's growth and aligning it with the company's broader AI mission [9][10]. - The "Super Box" is positioned as a versatile tool that can cater to a wide range of user needs, from academic reports to travel plans, emphasizing its utility across various demographics [21][22]. Group 3: Future Directions and Innovations - Future developments will focus on enhancing the "Super Box" to support multi-modal inputs, allowing users to interact through various means such as voice and images [22][23]. - The integration of deep thinking capabilities and multi-modal abilities will enable the "Super Box" to handle more complex tasks, further distinguishing it from traditional search engines [35]. - The overarching goal is to establish Quark as a leading "Super Entrance" in the AI era, facilitating seamless interactions between users and information [40].