编辑部 整理自 MEET2026 量子位 | 公众号 QbitAI 从通用大模型到可执行智能体，AI正沿着过程自动化历经技术的拐点。 正值Agent迅速迭代时期， 昆仑万维董事长兼CEO方汉 从产业出发，提出了一个全新的视角： Agent并不是通用人工智能的雏形，而是一种可验证过程的自动化系统。它不擅长创造新范式，却极其擅长把已经被人类验证过的流程 规模化复制。 在他的判断中，从ChatGPT到DeepSeek，标志着大模型完成了从"背答案"到"背过程"的关键跃迁：前者打开了通用对话与生成能力的入口， 后者则通过更高效、更长推理的方式，把大模型推向以过程泛化为核心的新阶段。 也正因此，Agent最先落地的并非千行百业，而是流程稳定、结果可验证的AI Office。所以长期来看，将是基础模型逐步收敛，而围绕具体流 程构建的 专业Agent 成为组织运行的基本单元。 在他看来，最终Agent重塑的不是某个岗位，而是整个组织——人类将从重复执行者，转变为过程的架构者，这也将成为Agent时代人类表达 自我的新范式。 为了完整呈现方汉的思考，在不改变原意的基础上，量子位对演讲内容进行了整理编辑，希望能提供新的视角与洞 ...

DeepSeek炸翻全场，世界模型开启通向AGI之路，"Agent元年"，具身智能全面开花，豆包手机让AI终端热度再上一个台阶…… AI世界里原本散落全年的高能节点，在今天，被集中点燃。 在量子位MEET2026智能未来大会上，这些被全年刷屏的关键词，又一次被工业界、学术界、投资圈的大咖们高频拆解，激情对线。 会场里座无虚席，过道被"站票"填满。台上是学术界和行业内的第一线操盘手，台下是来自大厂、独角兽、科研机构和资本方的长期关注者们。 屏幕另一头，线上观众在弹幕里叫好不断，一整天都维持在热度高位。 2025年的AI，在发展，在分裂，在重构，迫使所有参与者给未来一个明确站队方向。 今天的MEET2026智能未来大会舞台，把所有力量&分歧&野心&机会同时摆上桌面。 从云到端，从模型到Agent，从软到硬，在这场顶级密度的一天里，我们见证了最重要的一点：推动AI进步的人们，真的相信下一段曲线就在眼前。 来，跟着量子位碳基编辑一起，把这场大会抛出的关键信号好好捋一捋。 MEET2026智能未来大会是由量子位主办的行业峰会，近30位产业代表与会讨论。线下到场参会观众近1500人，线上直播观众350万+，获得了主流媒体 ...

组委会 发自 凹非寺 量子位 | 公众号 QbitAI DeepSeek炸翻全场，世界模型开启通向AGI之路，"Agent元年"，具身智能全面开花，豆包手机让AI终端热度再上一个台阶…… MEET2026智能未来大会是由量子位主办的行业峰会，近30位产业代表与会讨论。线下到场参会观众近1500人，线上直播观众350万+，获得 了主流媒体的广泛关注与报道。 AI世界里原本散落全年的高能节点，在今天，被集中点燃。 在 量子位ME ET202 6 智能 未来大 会 上，这些被全年刷屏的关键词，又一次被工业界、学术界、投资圈的大咖们高频拆解，激情对线。 会场里座无虚席，过道被"站票"填满。台上是学术界和行业内的第一线操盘手，台下是来自大厂、独角兽、科研机构和资本方的长期关注者 们。 屏幕另一头，线上观众在弹幕里叫好不断，一整天都维持在热度高位。 来，跟着量子位碳基编辑一起，把这场大会抛出的关键信号好好捋一捋。 2025年的AI，在发展，在分裂，在重构，迫使所有参与者给未来一个明确站队方向。 今天的MEET2026智能未来大会舞台，把所有力量&分歧&野心&机会同时摆上桌面。 从云到端，从模型到Agent，从软到硬，在这 ...

Core Viewpoint - The role of product managers is evolving significantly due to advancements in AI technologies, particularly large models and agents, which are reshaping workflows and industry dynamics [1][6][10]. Group 1: Conference Overview - The 2025 Global Product Manager Conference, co-hosted by CSDN and Boolan, gathered over 1,000 attendees and featured insights from more than 40 experts in the internet and technology sectors [1]. - The conference highlighted the establishment of the Singularity Intelligence Research Institute, aimed at advancing AI technologies and their industrial applications [3][5]. Group 2: AI Industry Trends - Li Jianzhong, the director of the Singularity Intelligence Research Institute, emphasized that AI is experiencing exponential growth across various dimensions, including foundational models and human-computer interaction [6][10]. - The transition from training to reasoning paradigms in foundational models is driven by reinforcement learning, allowing models to learn from dynamic environments and accumulate experiential data [10][11]. Group 3: Application Development Paradigms - The concept of "Vibe Coding" is emerging, which allows for the creation of customizable software experiences through natural language, potentially reducing production and delivery costs [12]. - AI applications are evolving towards a service-oriented model, where natural language interfaces will redefine user interactions with intelligent systems [13][14]. Group 4: Generative AI and Product Innovation - The introduction of Skywork Super Agents by Kunlun Wanwei represents a significant advancement in AI productivity tools, capable of drastically reducing work time from 8 hours to 8 minutes [18][19]. - The AI industry is witnessing a shift towards specialized models rather than generalized agents, as industry-specific data is crucial for effective AI applications [23]. Group 5: User Experience and Interaction Design - The evolution of interaction methods from command lines to graphical interfaces and now to conversational interfaces presents unique challenges and opportunities for product managers [25]. - Effective GenAI product design requires a focus on context awareness and seamless integration with existing tools to enhance user experience [26][29]. Group 6: Future Outlook - The AI landscape is expected to foster a new generation of product managers who will lead innovations in AI products and business models, with a focus on rapid monetization and profitability [24][41]. - The importance of open-source models is growing, as they facilitate collaborative innovation across the AI industry, enabling faster development cycles and broader participation [44][45].

Investment Rating - The industry investment rating is "Overweight" [1][2] Core Insights - The development of AI applications is showing promising trends, with a focus on long-term advantages in specific sectors and quality products. The report maintains an "Overweight" rating for the media culture industry, suggesting attention to companies with excellent product layouts and potential [2][3]. - The evolution of AI applications has transitioned from "pure text" to "static images/sounds" and now to "dynamic videos," indicating a richening of application tracks. The technology is evolving from "single modality/single task" to "multi-modal comprehensive/complex tasks" [3][4]. Summary by Sections Application Trends - AI applications are experiencing a shift towards multi-modal capabilities, enhancing user engagement and interaction [3][4]. - The report highlights that mature products are gathering user traffic, with AI assistants and image editing tools leading the way. Products like DeepSeek are noted for their breakthrough growth due to excellent performance [4]. Key Product Analysis - The report emphasizes the importance of leading products in shaping industry trends. For instance, Doubao has introduced a "video call" feature, indicating a transformation in AI interaction methods. Other notable products include Keling, Jimeng, and Hailuo, which have established stable user demand [5][29]. - The AI agent Manus has gained attention for its ability to perform complex tasks independently, showcasing the potential of AI agents in various applications [50]. Market Performance - The report provides data on the monthly active users (MAU) of leading AI applications, with ChatGPT leading globally at 546.15 million MAU, followed by Quark and Doubao with 149.1 million and 107.28 million MAU respectively [19][31]. - The AI video sector has shown stable demand, with products like Keling and Hailuo achieving significant daily traffic and user engagement metrics [40][41]. Competitive Landscape - The report identifies key players in the AI assistant space, such as Doubao and Tencent's Yuanbao, which have integrated into their respective ecosystems, enhancing user experience and functionality [32][35]. - The AI companionship sector is highlighted for its mature products, with Character AI and Talkie AI maintaining substantial user engagement [57]. Future Outlook - The report suggests that the AI application landscape is evolving rapidly, with a focus on enhancing user interaction through innovative features and multi-modal capabilities. The introduction of products like EVE, which aims to provide a more immersive AI companionship experience, is noted as a potential game-changer [62][68].

Core Viewpoint - The article discusses the emergence of specialized agents in various industries, highlighting the introduction of the Skywork Super Agents by Kunlun Wanwei, specifically designed for office tasks [1][3][5]. Group 1: Product Overview - Skywork Super Agents is a new product by Kunlun Wanwei aimed at enhancing office productivity [3][5]. - The product features distinct modes for document creation, PPT presentations, and spreadsheet management, catering to specific office scenarios [5][6][59]. - The platform offers both overseas and domestic versions, with dedicated websites for each [5][87]. Group 2: User Experience - The author had a five-day testing experience with the product, noting its comprehensive functionality and user-friendly interface [4][5]. - The agent allows users to input themes and requirements for document and PPT creation, streamlining the process [8][9][18]. - A notable feature is the confirmation step before finalizing tasks, enhancing user control over the output [15][18][19]. Group 3: Features and Capabilities - The Skywork Super Agents include specialized modes for creating documents, PPTs, and spreadsheets, with the ability to handle various types of content [6][59]. - Users can upload files or provide prompts, and the agent will generate content based on the input, including the ability to edit generated text directly [27][30][63]. - The PPT generation process is highlighted for its aesthetic appeal and structured output, with options for users to confirm or modify the generated content [22][23][30]. Group 4: Pricing and Market Position - The pricing strategy for the overseas version is positioned as mid-range compared to similar products, while the domestic version is significantly cheaper, being one-third of the overseas price [78][84]. - The product operates on a point system, where more complex tasks consume more points, reflecting the computational resources used [77][78]. Group 5: Company Insights - Kunlun Wanwei is recognized for its commitment to improving AI usability, with recent initiatives including the open-sourcing of the DeepResearch Agent framework [86][90][92]. - The company aims to address everyday office challenges through innovative engineering solutions, indicating a strong focus on user needs [93].