Group 1 - Gansu Province will continue to prioritize industrial strength and the development of a modern industrial system as a key task for high-quality development during the "14th Five-Year Plan" and beyond [1] - The province aims to build a national regional modern manufacturing base by implementing actions for upgrading traditional industries, promoting innovation, and developing future industries [1] - Gansu plans to enhance its status as a major base for renewable energy and equipment manufacturing, focusing on large-scale wind and solar power projects and improving energy transmission infrastructure [1] Group 2 - The province will strengthen its position as a national hub for integrated computing power networks by expanding computing capacity and enhancing collaboration with eastern regions [2] - Gansu aims to promote high-quality development in the service sector by integrating modern services with advanced manufacturing and modern agriculture [2] - The province will advance the construction of modern infrastructure, including major projects like the optimization of the Lanzhou railway hub and new highway corridors [2]

Core Insights - The National Data Bureau is advancing the "Public Data Running" initiative, showcasing the latest developments and achievements in the construction of demonstration scenarios for public data [1][3] - A total of 30 new demonstration scenarios were released in the fourth batch, adding to the previous three batches which included 70 scenarios [1] Group 1: Progress and Changes - The data supply method is shifting from "mainly sharing" to a collaborative approach that includes "sharing, opening, and authorized operation" [1] - The coverage of scenarios has expanded, with 35% of the new scenarios located in the western and northeastern regions of China [1] - The fields of application for these scenarios are diversifying, extending into high-frequency public services, specialized industries, and grassroots governance [1] Group 2: Specific Examples - The "Tian Map" project has registered 1.4321 million users and 1.1001 million authorized applications, with daily access exceeding 1 billion visits, supporting over 40 industries and 33,000 enterprises [2] - The National Space Administration has conducted 159 domestic and international remote sensing emergency monitoring operations, providing over 23,000 high-quality remote sensing images domestically and 1,600 images internationally [2] Group 3: Future Directions - The National Data Bureau plans to continue promoting the construction and dissemination of public data demonstration scenarios, aiming for broader application and integration of data resources [3]

Core Insights - The release of 30 new public data "running" demonstration scenarios marks the fourth batch, totaling 100 scenarios, showcasing the increasing impact of data empowerment in various sectors such as public services, industrial development, and social governance [1][2] Group 1: Achievements and Impact - The construction of public data demonstration scenarios has effectively expanded data supply, cultivated application ecosystems, and formed replicable models, demonstrating the role of public data in empowering the real economy, expanding consumer demand, and enhancing governance capabilities [2] - Notable applications have emerged in fields like healthcare, remote sensing, low-altitude economy, and smart vehicles, illustrating how data integration can drive industrial upgrades and modern governance [2] - The implementation of authorized operations as an innovative model for public data development has led to a heightened awareness of data value, expanded practical applications across over 20 regions and 10 departments, and standardized procedures for public data usage [2][3] Group 2: Challenges and Recommendations - Despite the achievements, experts highlight ongoing challenges in public data development, emphasizing the need for collaborative advancement of both open data and authorized operations [4] - Mechanistic barriers such as reluctance and insecurity in data supply units must be addressed to facilitate a more effective data market [4] - Recommendations include incorporating public data openness and authorized operations into legal responsibilities, advancing secure data circulation technologies, and ensuring mutual support between authorized operations and data infrastructure [4] Group 3: Future Prospects - Experts predict that authorized operations of public data will see significant potential in common and well-defined scenarios, with the evolution of related institutional rules clarifying the boundaries between public and commercial data [5] - This evolution is expected to facilitate a transformation of data from mere information to resource, then to asset, and ultimately to capital, contributing a "Chinese solution" to global data value realization [5]

Core Viewpoint - The National Data Bureau emphasizes that authorized operation is an innovative model for the development and utilization of public data, which enhances the market value of data elements and stimulates both supply and demand in the data market [1][2]. Group 1: Progress of Authorized Operation - Authorized operation has enriched the supply of data resources by introducing specialized forces for data processing and governance, balancing data circulation and security [1]. - Since the implementation of the "1+3" policy framework for public data, various regions and departments have actively explored and achieved positive results in authorized operation [1]. Group 2: Development of Data Service Enterprises - Authorized operation has accelerated the cultivation of data service enterprises, with Tianjin identifying 13 municipal pilot units and selecting 8 operational entities [2]. - In Anhui, a mechanism of "operating institution + partners" has been established, connecting over 70 partners and 67 third-party service institutions [2]. - Guizhou encourages diverse market participants, cultivating 96 enterprises in key areas such as health, finance, and tourism [2]. Group 3: Empowerment and Application of Data - Authorized operation has accelerated the release of data empowerment, supporting industrial development and public governance [2]. - Shandong has created over 150 authorized operation scenarios, with typical data products like "泉融通" and "政保通" widely applied in finance, healthcare, and public welfare [2]. - In Xinjiang, data resources related to agriculture and meteorology have led to the development of financial service scenarios, conducting 5,243 loan verifications and assisting financial institutions in issuing subsidized loans totaling 21.5 million yuan [2]. Group 4: Future Directions - The National Data Bureau acknowledges that authorized operation is still in its early stages and will continue to promote the implementation of relevant systems to supply more high-value data to the market [2]. - Both public data openness and authorized operation have their advantages and are suitable for different types of data and application scenarios, with the Bureau aiming to maximize the value of public data through a coordinated approach [2].

12月22日，国家数据局举办"数据价值化我们在行动"系列新闻发布会，介绍公共数据"跑起来"示范场景 建设最新进展和工作成效。 国家数据局党组成员、副局长陈荣辉在发布会上介绍，《中共中央关于制定国民经济和社会发展第十五 个五年规划的建议》明确，深入推进数字中国建设，深化数据资源开发利用。今年11月，国务院办公厅 印发《关于加快场景培育和开放推动新场景大规模应用的实施意见》，对实施新技术新产品新场景大规 模应用示范行动作出系统部署。 陈荣辉在发布会上介绍，为充分释放公共数据价值，国家数据局组织实施公共数据"跑起来"示范场景建 设，此前已经发布三批次共70个示范场景，12月22日当天发布第四批次30个示范场景。 陈荣辉表示，在打造场景样板方面，数据赋能作用已逐步显现。第一批公共数据"跑起来"示范场景经过 一年建设，各项任务已经基本完成。社会效益和产业带动作用初步显现，形成了可复制、可推广的建设 模式。 比如，在民生服务领域，推动医疗保障"一人一画像"、旅游景区入园便利化、社保数据支撑就业服务等 场景建设，为参保精准管理、游客"免证入园"、职业信用评估等应用提供支撑。 在产业发展领域，海关总署依托跨境贸易通关数据，助 ...

Core Insights - Noitom Robotics has completed a Pre-A+ funding round led by Qiming Venture Partners, with participation from various investors, raising several hundred million RMB in total funding [1][2] - The funding will be used to enhance technology development for multimodal data collection, processing, and delivery, as well as to build a scalable data production system and improve the core technology and engineering team [1][3] - The founder, Dr. Dai Ruoli, emphasizes the recognition of their technology direction and the commitment to long-term development in the field of embodied intelligence [1][2] Company Overview - Noitom Robotics focuses on providing high-quality, scalable training data and related infrastructure capabilities for the robotics and embodied intelligence sectors [2] - The company aims to address the structural changes in data demand within the industry, shifting from small-scale data needs for demonstrations to large-scale, trainable data requirements [2][3] - The company is building a differentiated advantage through the engineering of data factories globally, leveraging advanced motion capture and human-computer interaction technologies [3] Industry Context - The demand for high-quality, scalable training data is becoming a critical factor for advancing robotic intelligence, as noted by investors [4][5] - The year 2025 is anticipated to mark the emergence of significant data needs across the embodied intelligence industry, highlighting the importance of Noitom Robotics' capabilities [5] - Investors recognize Noitom Robotics as a key player in the infrastructure supply for the embodied AI sector, with a strong potential to drive industry growth [4][5]

原标题：2025年山东省数据要素市场化配置改革"揭榜挂帅"创新成果名单公布 此次创新成果名单公布是山东扎实开展国家数据要素综合试验区建设，加快推进数据要素市场化配置改 革的具体举措。一系列创新成果脱颖而出，涵盖多个方向，包括数据产权保护方向的"数据产权保护的 政策法规与技术路径研究"、数据治理方向的"市场监管领域数据产品标准及数据产品质量评价研究"、 公共数据资源授权运营方向的"健康医疗公共数据授权运营机制创新与应用实践"、数据流通交易方向 的"海洋行业数据流通交易技术创新与平台建设"、数据收益分配方向的"企业数据有偿使用中的收益分 配问题研究"、数据流通利用技术方向的"可信确定性数联网关键技术与系统"、数据产业发展方向的"山 东省数据产业高质量发展路径及对策研究"、数据安全方向的"基于多维度的统计数据分类分级安全管理 技术研究"等任务。这些成果展现了山东在数据要素市场化配置改革方面的积极探索与创新实效。（戴 岳） 想爆料？请登录《阳光连线》、拨打新闻热线0531-66661234或96678，或登录齐鲁网官方微博提供新闻 线索。齐鲁网广告热线0531-81695052，诚邀合作伙伴。 山东省大数据局近日公布 ...

山东省大数据局近日公布2025年全省数据要素市场化配置改革"揭榜挂帅"创新成果名单，17家单位 入选。 此次创新成果名单公布是山东扎实开展国家数据要素综合试验区建设，加快推进数据要素市场化配 置改革的具体举措。一系列创新成果脱颖而出，涵盖多个方向，包括数据产权保护方向的"数据产权保 护的政策法规与技术路径研究"、数据治理方向的"市场监管领域数据产品标准及数据产品质量评价研 究"、公共数据资源授权运营方向的"健康医疗公共数据授权运营机制创新与应用实践"、数据流通交易 方向的"海洋行业数据流通交易技术创新与平台建设"、数据收益分配方向的"企业数据有偿使用中的收 益分配问题研究"、数据流通利用技术方向的"可信确定性数联网关键技术与系统"、数据产业发展方向 的"山东省数据产业高质量发展路径及对策研究"、数据安全方向的"基于多维度的统计数据分类分级安 全管理技术研究"等任务。这些成果展现了山东在数据要素市场化配置改革方面的积极探索与创新实 效。（记者 戴岳） 数据作为形成新质生产力的关键生产要素，正以其独特的价值增值方式促进科技革命和产业变革， 提升全要素生产率。数据市场化配置改革已成为山东高质量发展的重要引擎。 ...

在全域内容运营时代，企业与运营方的内容矩阵已覆盖抖音、小红书、微博等多元平台，甚至延伸至海 外社媒。想要实现内容效率最大化，核心在于从跨平台爆款内容中提炼共性规律——无论是选题方向、 表达风格还是发布节奏，都需要基于全量数据的深度分析。但不同社媒平台的数据结构、统计维度各 异，数据采集的碎片化成为爆款共性提炼的最大阻碍。本文从技术层面拆解三种主流采集方案，为精准 挖掘跨平台爆款逻辑提供支撑。 对于缺乏技术团队、追求高效全域数据整合的用户，定制化第三方服务是最优解，极致了数据的定制化 采集服务凭借针对性的技术架构脱颖而出。其核心技术逻辑是构建多平台协议动态适配模块，针对抖 音、小红书等不同社媒的传输协议与数据加密规则进行定制化开发，通过分布式爬虫集群与智能IP轮换 机制，突破各平台反爬限制，实现全平台内容数据的批量抓取。 该方案的核心技术优势在于数据标准化处理能力，能将不同平台的异构数据——如抖音的完播率、小红 书的收藏率、微博的转发率等——统一转化为标准化指标体系，同时精准抓取新媒体图文链接、账号公 开基本信息、阅读数、转赞评等全维度数据，为跨平台对比分析奠定基础。覆盖范围极为全面，除主流 50+国内社媒平台 ...

Group 1 - The company is actively expanding its overseas intelligent computing center business, particularly focusing on opportunities with overseas large clients and their partners [2] - Specific cooperation information will be disclosed in the company's public announcements [2]