南都讯 记者颜鹏 1月13日，中国共产党深圳市龙岗区第七届代表大会第五次会议召开。会上透露， 在"十四五"规划收官之年（2025年），龙岗区预计地区生产总值突破6000亿元，占全市经济总量近七分 之一，展现出综合实力与发展韧性。新的一年龙岗如何发展备受关注。 图源：龙岗融媒 记者注意到，2025年，龙岗区在人工智能与机器人领域以及鸿蒙之区建设上表现亮眼。当年5月，成立 全国首个聚焦人工智能与机器人领域的政府直属机构——龙岗区人工智能（机器人）署，不久后全球首 家机器人6S店、人工智能6S店相继开业，打造的机器人剧场成为孵化梦想、成就价值的舞台。坂田、 大运分别入选全市操作系统生态核心、应用集聚区。此外，全国首座二次供水开源鸿蒙泵房、全市首辆 开源鸿蒙警车"移动警务室"也在龙岗启用。 新的一年，龙岗区将继续深入实施"All in AI""鸿蒙之区"建设战略。 龙岗区将打造人工智能全域全时应用示范区，加快创建"AI龙岗"，成建制、系统性地向数字世界再出 发。供给端，龙岗区将坚持推动AI产业化，聚焦硬件、算力、算法保障，全力支持关键芯片及传感 器、控制器等智能硬件国产化、规模化，加速推动算力设施互联、资源互用、业务 ...

Group 1 - The core viewpoint of the news is the opening of the Hong Kong park in the Lok Ma Chau Loop, which signifies a significant achievement in the implementation of the Guangdong-Hong Kong-Macao Greater Bay Area development plan and the practical application of the "One Country, Two Systems" principle [1][2] - The Hong Kong park aims to create a world-class platform for industry-academia-research collaboration, establish an internationally competitive industrial pilot transformation base, gather global innovation resources, and serve as a testing ground for institutional and policy innovation [1] - The park will focus on cutting-edge sectors such as life and health technology, artificial intelligence and robotics, new energy, and high-end intelligent manufacturing, with over 60 companies already signed up and moving in [1] Group 2 - The collaboration between Hong Kong and Shenzhen parks is enhanced by the launch of the cross-river bridge project, which will facilitate the movement of researchers and the management of research goods and funding across borders [2] - The Lok Ma Chau Loop serves as a crucial platform for enriching the practical implications of "One Country, Two Systems," supporting Hong Kong's integration into and service for the national development agenda, and promoting high-quality development in the Greater Bay Area [2] - The synergy between the Hong Kong and Shenzhen parks is expected to generate strong momentum and create more possibilities for innovation and growth [2]

人民财讯12月30日电，企查查APP显示，近日，深圳市玉树创新产业科技有限公司成立，注册资本1000 万元，经营范围包含：人工智能应用软件开发；人工智能基础软件开发；人工智能硬件销售；智能机器 人的研发；智能机器人销售等。企查查股权穿透显示，该公司由玉禾田全资持股。 ...

Group 1 - The Chengdu Public Security Bureau and the Chengdu Economic and Information Bureau hosted a release event for the second batch of artificial intelligence and robotics police application demand lists, focusing on building a bridge between enterprises and police application units to enhance market space for "Chengdu-made" products [1] - The event released seven categories of demand lists for AI and robotics in police scenarios, covering various fields such as professional detection, window services, and intelligent traffic management [1] - Chengdu has been promoting the pilot application of AI technology across multiple fields this year, organizing nearly 30 companies and 50 products for practical exercises at over 10 locations, effectively facilitating the transition of technological achievements from laboratories to real-world applications [1] Group 2 - Chengdu Agaxi Intelligent Technology Co., Ltd. has been a deep participant in the construction of AI and robotics police scenarios, completing two batches of practical verification work [2] - The company’s intelligent robot "Tongtianxiao" has conducted practical tests for traffic command functions and is now providing guidance and policy promotion services at the Chengdu Traffic Police Sixth Division [2] - The company aims to optimize its technology by integrating advanced embodied intelligence, upgrading software systems for efficiency, and enhancing hardware protection against various weather conditions [3] Group 3 - The Chengdu Economic and Information Bureau plans to establish innovation consortia to tackle core technological challenges in the police field, encouraging collaboration among AI and robotics companies to overcome product technical bottlenecks [2] - The Chengdu Public Security Bureau and the Chengdu Economic and Information Bureau will continue to deepen the implementation of AI and robotics in police scenarios, aiming to create at least 20 municipal benchmark scenarios and explore three super scenarios [4] - The initiative aims to enhance the combat effectiveness of public security agencies and contribute to the modernization of police work, supporting the development of an intelligent economy and society [4]

Group 1 - The Guangdong Provincial Industrial Development Investment Fund has established a 30 billion yuan sub-fund cluster focused on artificial intelligence and robotics, with the first phase consisting of a 10 billion yuan venture capital fund and a 20 billion yuan industrial investment fund [1] - The venture capital fund aims to support early-stage technology innovation applications, while the industrial investment fund focuses on accelerating the industrialization of growing technologies [1] - The fund is registered in Nansha District, Guangzhou, and is managed by Guangdong Yuecai Venture Capital Co., Ltd., with technical support from Cloud Tianli Fei and industrial incubation services from Nansha Kejin Holdings Group [1] Group 2 - The Guangdong Yuecai Industrial and Robotics Investment Fund is registered in Dongguan Binhaiwan New District, with a management team from Guangdong Yuecai Venture Capital Co., Ltd., and includes partnerships with ICBC Investment, Dongguan Industrial Investment Mother Fund, and Binhaiwan Industrial Investment [2] - This fund leverages the technological advantages of companies like OPPO, vivo, and others in the Binhaiwan New District to establish a national AI application pilot base, focusing on the consumer terminal AI sector [2] - The fund aims to invest in the industrialization of new intelligent terminal products and innovative applications in vertical industrial models, creating a model for "four-level finance+" to empower industrial cluster development [2]

近日，广东省产业发展投资基金正式出资组建百亿规模的人工智能与机器人产业子基金集群，完成首阶 段30亿元子基金注册成立。这标志着广东省级政府投资基金在支撑人工智能与机器人产业体系构建上迈 出实质性步伐。 据了解，广东省产业发展投资基金是2025年8月在原广东省产业发展基金的基础上升级组建的。该基金 将出资设立百亿规模子基金集群，专项服务人工智能与机器人产业体系构建，并配合《广东省推动人工 智能与机器人产业创新发展若干政策措施》，为从核心技术攻关到应用场景全面提供金融支撑。 据悉，该基金首阶段布局创业投资与产业投资，包括10亿元规模的广东省人工智能与机器人产业投资基 金和20亿元规模的广东粤财工融人工智能与机器人产业投资基金。这两只基金功能互补、覆盖全周期， 分别侧重于早期技术创新应用和成长期产业化加速，共同形成"创投+产投"双轮驱动的资金支持体系。 其中，广东省人工智能与机器人产业投资基金注册在广州南沙区，由广东粤财创业投资有限公司担任基 金管理人，引入了广东"AI名片"云天励飞提供技术支撑、南沙科金控股集团提供产业孵化服务，并结合 南沙区"立足湾区、协同港澳、面向世界"打造人工智能创新生态体系的战略目标和区位 ...

Core Insights - The article discusses the emergence of Vision-Language-Action (VLA) systems, which are transitioning from demonstrations to real-world applications, highlighting the need for a structured learning path for newcomers and practitioners in the field [1][3][4]. Group 1: Overview of VLA - Embodied AI is identified as a rapidly evolving frontier in AI and robotics, with a focus on making machines capable of seeing, understanding, and acting [3][4]. - The article emphasizes the structural confusion within the field due to the rapid growth of models and datasets, making it challenging for newcomers to identify where to start and for existing practitioners to determine how to systematically enhance VLA capabilities [3][4]. Group 2: Contributions of the Review - The review paper titled "An Anatomy of Vision-Language-Action Models" aims to provide a clear and systematic reference framework for the increasingly complex VLA research area [4][6]. - It establishes a continuously evolving reference system for tracking the latest developments in VLA research, organized by modules, milestones, and challenges [5][9]. Group 3: Learning Pathways - For newcomers, the review suggests first establishing an overall understanding of the VLA field before delving deeper into specific areas [13][14]. - For practitioners, the review serves as an efficient roadmap for identifying areas for capability enhancement, helping to clarify research questions and innovation points [15][16]. Group 4: Structural Analysis - The review begins with a breakdown of basic modules in VLA systems, covering perception, representation, decision-making, and control, to create a common technical language [18][19]. - It then reviews key milestones along a timeline to illustrate the evolution of VLA from early concept validation to a general framework for real-world deployment [20][21]. Group 5: Key Challenges - The review identifies five core challenges that VLA systems face, including representation, execution, generalization, safety, and data evaluation, framing these challenges as the main focus of the analysis [25][26][30][33][39]. - Each challenge is linked to the overall capability of VLA systems, emphasizing the need for a clear understanding of problem structures to overcome existing bottlenecks [26][30][34][36]. Group 6: Future Directions - The review outlines potential future directions for VLA, such as developing native multimodal architectures and integrating physical and semantic causal world models [42][43]. - It envisions the next generation of embodied agents that not only perform tasks but do so reliably and controllably in real-world settings [44].

Group 1 - Guangdong Province has established a 10 billion scale artificial intelligence and robotics industry sub-fund cluster, with the first phase registering a 3 billion scale sub-fund [1] - The first phase includes a 1 billion scale Guangdong Artificial Intelligence and Robotics Industry Investment Fund and a 2 billion scale Guangdong Yuecai Industrial Integration Artificial Intelligence and Robotics Industry Investment Fund [1] - The Guangdong Artificial Intelligence and Robotics Industry Investment Fund was registered in November in Nansha, Guangzhou, with the Guangdong Provincial Industrial Development Investment Fund holding 49% [1] Group 2 - The Guangdong Yuecai Industrial Integration Artificial Intelligence and Robotics Industry Investment Fund was registered in December in Dongguan Binhai Bay New Area, managed by Guangdong Yuecai Venture Capital Co., Ltd. [2] - This fund has introduced several partners, including Industrial and Commercial Bank of China Financial Asset Investment Co., Ltd., marking the first bank-affiliated equity investment fund in Dongguan [2] - The total scale of the artificial intelligence and robotics industry sub-fund cluster managed by the Guangdong Provincial Industrial Development Investment Fund is 10.1 billion [3] Group 3 - Guangdong has previously established multiple funds related to artificial intelligence and robotics, focusing on key areas of the industry chain [4] - In March, a signing was completed for an artificial intelligence and robotics industry investment fund with a total scale of 10 billion, involving several financial institutions [4] - The Guangdong Intelligent Industry Fund was announced in May with a target scale of 10 billion, aiming to raise 2 billion in the first phase [5]

Core Viewpoint - Guangdong Province has established a 10 billion RMB artificial intelligence and robotics industry sub-fund cluster, with an initial phase of 3 billion RMB fund registration completed, aimed at supporting the development of the AI and robotics industry [1] Group 1: Fund Structure and Purpose - The Guangdong Provincial Industrial Development Investment Fund has been upgraded to a scale of 10 billion RMB, focusing on the construction of the AI and robotics industry system [1] - The fund will provide financial support for core technology breakthroughs to application scenarios, in line with the policies promoting innovation in the AI and robotics industry [1] - The initial phase includes a 1 billion RMB venture capital fund and a 2 billion RMB industrial investment fund, creating a "venture + industrial investment" dual support system [1] Group 2: Investment Focus - The 1 billion RMB venture capital fund will focus on early-stage technology innovation applications, while the 2 billion RMB industrial investment fund will accelerate the industrialization of growth-stage companies [2] - The fund will target investments in core algorithms, chips, key technologies in robotics, and innovative applications of AI technology in smart terminals such as robots and low-altitude aircraft [2] Group 3: Strategic Goals and Ecosystem - The fund is registered in Nansha District, Guangzhou, and aims to leverage the strategic goal of building an AI innovation ecosystem that collaborates with Hong Kong and Macau while facing the world [2] - The initiative is part of a broader strategy to create a national AI application pilot base, focusing on the consumer terminal AI sector and supporting the industrialization of new smart terminals [4]

Core Insights - The opening of the Hong Kong section of the He Tao Shenzhen-Hong Kong Science and Technology Innovation Cooperation Zone marks a significant milestone for Hong Kong's innovation and technology development [2] - The Hong Kong government aims to establish the He Tao Hong Kong Park as a world-class platform for industry-academia-research collaboration and a hub for global innovation resources [2] Group 1: Park Overview - The He Tao Shenzhen-Hong Kong Science and Technology Innovation Cooperation Zone spans approximately 3.89 square kilometers, with the Hong Kong section covering 0.87 square kilometers [3] - The park will focus on cutting-edge technology fields such as life and health sciences, artificial intelligence and robotics, new energy, and high-end intelligent manufacturing [3] - Over 60 companies have signed agreements to settle in the park, including leading firms in their respective fields [3] Group 2: Strategic Advantages - The unique location of the park allows for deep collaboration between Hong Kong and Shenzhen, making it an ideal platform for companies to expand internationally [4] - More than 60% of the companies entering the park are from mainland China, while about 25% are from overseas, indicating a strong interest in leveraging Hong Kong as a gateway to the Greater Bay Area and mainland markets [4] - The park benefits from the "One Country, Two Systems" policy, facilitating cross-border flows of data, talent, and capital [4] Group 3: Development Goals - The cooperation zone aims to enhance the efficient flow of innovative elements between the two parks, contributing to the development of the Greater Bay Area [5] - By 2030, the He Tao Hong Kong Park is expected to establish a high-efficiency innovation collaboration mechanism with the Shenzhen Park [6] - The park is projected to become a globally competitive industrial pilot transformation base by 2035, integrating with advanced manufacturing systems in the Greater Bay Area [6] Group 4: Institutional Framework - The establishment of the He Tao Hong Kong Park complements Hong Kong's existing innovation landscape, which includes three major innovation parks and five research institutions [7] - The park's development aligns with the recently announced New Tin Technology City innovation and technology industry development plan, reinforcing Hong Kong's position as an international innovation and technology center [7]