Core Insights - The article focuses on the emerging field of embodied intelligence, highlighting the development of general-purpose robotic brain systems and multi-modal perception decision-making systems, which are attracting significant attention from both capital and industry [2][3]. Domestic Companies - **Xinghai Map**: Founded in 2023, focuses on developing a "general embodied large model" using real-world data to create robots with fine operational capabilities. The company has completed 8 rounds of financing [6]. - **WALL-A Model**: Set to launch in October 2024, it will be the largest parameter scale embodied intelligence general operation model globally, integrating visual, language, and motion control signals [6]. - **Wall-OSS**: An open-source embodied intelligence foundational model with strong generalization and reasoning capabilities [6]. - **UBTECH**: Established in 2012, it is a leader in humanoid robot commercialization with comprehensive self-research capabilities [10]. - **Thinker Model**: A multi-modal large model with 10 billion parameters, expected to achieve top rankings in three international benchmark tests by 2025, enhancing robots' perception and task planning in complex environments [10]. - **Zhiyuan Robotics**: Founded in February 2023, it aims to create world-class general embodied intelligent robot products [12]. - **Genie Operator-1**: Set to release in March 2025, it integrates multi-modal large models and hybrid expert technology, improving task success rates by 32% compared to market models [12]. - **Galaxy General**: Founded in May 2023, it focuses on multi-modal large models driven by synthetic data [14]. - **VLA Model**: The world's first general embodied large model, utilizing a "brain + cerebellum" collaborative framework [14]. - **Qianxun Intelligent**: Established in 2024, it specializes in AI and robotics with a strong technical foundation [16]. - **Spirit V1 VLA Model**: The first AI model to tackle long-range operations of flexible objects, supporting multi-task generalization [16]. - **Star Motion Era**: A new tech company incubated by Tsinghua University, focusing on general artificial intelligence applications [18]. - **ERA-42 Model**: The first end-to-end native embodied large model in China, capable of learning over 100 dynamic tasks through video training [18]. International Companies - **Figure AI**: Focuses on developing embodied intelligence large models and related infrastructure for various industries [20]. - **Noematrix Brain**: Combines advanced algorithms and data support for comprehensive capabilities in instruction reasoning and task planning [20]. - **Physical Intelligence**: A startup established in January 2023, aims to create advanced intelligent software for robots [24]. - **π0 Model**: Released on October 31, 2024, it is a foundational model for robots, achieving fine control capabilities through pre-training and fine-tuning [24]. - **Google DeepMind**: Merged with Google Brain in 2023, focusing on general artificial intelligence research [22]. - **Gemini Robotics**: A VLA model that allows robots to perform complex tasks without specialized training, enhancing their adaptability to environmental changes [22]. - **NVIDIA**: A leading GPU design company that has expanded into AI solutions [24]. - **Eureka System**: Based on GPT-4, it can automatically train robots for complex actions and optimize reinforcement learning processes [24].

Core Viewpoint - The article provides a comprehensive overview of notable companies in the field of embodied intelligence, focusing on their technological characteristics, product layouts, and application scenarios, which are crucial for strategic decision-making and business expansion in the industry [2][3]. Domestic Companies - **Xinghai Map**: Founded in 2023, focuses on developing a "general embodied large model" using real-world data to create robots with fine operational capabilities. The company has completed 8 rounds of financing [5]. - **WALL-A Model**: Set to launch in October 2024, it will be the largest parameter scale embodied intelligence general operation model globally, integrating visual, language, and motion control signals [5]. - **Wall-OSS**: An open-source foundational model with strong generalization and reasoning capabilities [5]. - **UBTECH**: Established in 2012, a leader in humanoid robot commercialization with comprehensive self-research capabilities [6]. - **Thinker Model**: A hundred billion parameter multimodal model set to be developed by 2025, achieving top results in three international benchmark tests [6]. - **Zhiyuan Robotics**: Founded in February 2023, focuses on deep integration of AI and robotics [7]. - **Genie Operator-1**: A multimodal large model set to release in March 2025, enhancing task success rates by 32% compared to market models [7]. - **Galaxy General**: Established in May 2023, known for its core technology and products that create three major technical barriers [8]. - **VLA Model**: The world's first "general embodied large model" developed independently, utilizing a "brain + cerebellum" collaborative framework [8]. - **Qianxun Intelligent**: Founded in 2024, focuses on AI + robotics with a strong technical background [10]. - **Spirit V1 VLA Model**: The first model to tackle flexible object long-range operation challenges, supporting complex task execution through visual-language-action integration [10]. - **Star Motion Era**: A new tech company incubated by Tsinghua University, focusing on general artificial intelligence applications [11]. - **ERA-42 Model**: The first end-to-end native embodied large model in China, capable of learning over 100 dynamic tasks [11]. Foreign Companies - **Figure AI**: Focuses on embodied intelligence operation algorithms, enhancing data training and algorithm performance [16]. - **LimX DreamActor**: A new training paradigm combining simulation and real-world data for embodied intelligence training [16]. - **Physical Intelligence**: Founded in January 2023, aims to develop advanced intelligent software for various robots [21]. - **π0 Model**: Released in October 2024, a universal robot foundational model with pre-training and fine-tuning capabilities [21]. - **Google DeepMind**: Merged with Google Brain in 2023, focusing on general artificial intelligence research [19]. - **Gemini Robotics**: A VLA model that can control robots for complex tasks without specialized training [19]. - **Skild AI**: A leading robotics "brain" development company in the US, aiming to create a universal robot operating system [25]. - **Eureka System**: Based on GPT-4, it can automatically train robots for complex actions and optimize reinforcement learning processes [25].

Core Insights - The article focuses on the emerging field of embodied intelligence, highlighting the development of general-purpose robotic "brain" systems and multi-modal perception-decision systems, which are gaining significant attention from both capital and industry sectors [2][3]. Domestic Companies - **Xinghai Map**: Founded in 2023, focuses on developing a general embodied large model using real-world data to create robots with fine operational capabilities. The company has completed 8 rounds of financing in less than two years. Its representative product, WALL-A model, is set to launch in October 2024 and is claimed to be the largest parameter scale embodied intelligence model globally, integrating visual, language, and motion control signals [6]. - **UBTECH**: Established in 2012, it is a leader in humanoid robot commercialization with comprehensive self-research capabilities. The Thinker model, set to be released in 2025, has achieved top rankings in international benchmark tests, significantly enhancing robots' perception and planning capabilities in complex environments [10]. - **ZhiYuan Robotics**: Founded in February 2023, it aims to create world-class general embodied intelligent robots. Its Genie Operator-1 model, to be released in March 2025, integrates multi-modal large model and mixed expert technologies, improving task success rates by 32% compared to market models [12]. - **Galaxy General**: Established in May 2023, it focuses on multi-modal large models driven by synthetic data. Its VLA model is the first general embodied large model globally, utilizing a "brain + cerebellum" collaborative framework [14]. - **Qianxun Intelligent**: Founded in 2024, it is a leading AI + robotics company with a focus on flexible object manipulation. Its Spirit V1 VLA model is the first to tackle long-range operations of flexible objects [16]. - **Star Motion Era**: A new tech company incubated by Tsinghua University, focusing on general artificial intelligence applications. Its ERA-42 model supports over 100 dynamic tasks through video training [18]. - **Zhujidi Power**: Concentrates on embodied intelligent robots, developing core technologies for hardware design, full-body motion control, and training paradigms [20]. International Companies - **Figure AI**: Focuses on embodied intelligence operation algorithms, enhancing data training and algorithm performance through video generation technology [17]. - **Physical Intelligence**: Founded in January 2023, it aims to develop advanced intelligent software for various robots. Its π0 model, released in October 2024, is a universal robot foundation model [22]. - **Google DeepMind**: Merged with Google Brain in 2023, it focuses on general artificial intelligence research. Its Gemini Robotics model can control robots to perform complex tasks without specialized training [20]. - **Skild AI**: A leading robotics "brain" development company in the US, aiming to create a universal robot operating system that enables intelligent operations across various scenarios [26].

Group 1 - The backend project is built on a microservices architecture using SpringCloud and SpringBoot, with the frontend on a WeChat mini-program mall [1] - Key components include service gateway Zuul, service registration and discovery using Eureka and Ribbon, and service fault tolerance with Hystrix [1] - The architecture supports distributed locking with Redis, service calls via Feign, and message queuing with Kafka [1] Group 2 - The characteristics of the flash sale scenario include a significant surge in website traffic as many users attempt to purchase simultaneously, with the request volume far exceeding available inventory [1] - The design philosophy for the flash sale architecture emphasizes traffic limiting, peak shaving, asynchronous processing, and memory caching to enhance system performance [1] - Scalability is crucial for supporting more users and higher concurrency, allowing for elastic expansion of the system as traffic increases [1]

据 IPO早知道消息， 4月25日，AI驱动的科技创新和知识产权信息服务商智慧芽发布"更懂技术创新 的AI Agent平台Eureka"。Eureka专注于为知识产权、研发、生物医药、材料、科创等技术创新场 景，提供一系列高度专业化的AI Agent，首批上线近20个，包括查新检索、专利说明书撰写、技术 方案探索、技术问答、生物医药百科问答、材料性能分析等。 这些 "专家型"AI智能体能够真正理解 用户需求，结合业务场景的工作流，自主拆解并精准完成复杂任务，有望解放70%以上的生产力。 由AI中台支持，显著降低幻觉。 本文为IPO早知道原创 作者｜罗宾 微信公众号｜ipozaozhidao 图：智慧芽查新检索 AI Agent 示意 智慧芽创始人兼 CEO张济徽表示："AI技术发展至今，通用大模型虽然功能强大，但面对专业领域的 深度问题仍力不从心。这正是我们Eureka平台的核心竞争力所在，在技术创新领域，智慧芽的AI Agent凭借其专业数据储备和行业Know-how积累，能够更精准、更高效地自主完成复杂工作流。令 人欣喜的是，这些Agent已在实际应用中带来了显著的降本提效成果，不少客户愿意为这种实质性价 ...