Core Insights - Shandong Steel Group has achieved significant breakthroughs in technological innovation and intelligent manufacturing, with its "Hot Rolling High Strength Steel Specification Rapid Transition and Stable Rolling Intelligent Optimization Control Technology" recognized as one of the top ten innovative achievements among provincial state-owned enterprises [1] - The company has developed an AI model named "Shangzhi" that integrates deeply into various production processes, showcasing its role as a leader in the high-end software industry chain [1] Group 1: Technological Innovations - The intelligent optimization control technology developed by Shandong Steel Group has improved specification switching efficiency by 28.6%, with a key quality indicator success rate of up to 97.5% [1] - The technology enables stable mass production of high-strength steel with specifications of 2mm and below, enhancing the quality and production efficiency of high-end steel [1] Group 2: Digital Transformation - The "Shangzhi" AI model has been applied across production, energy, logistics, and supply chain sectors, identifying 371 common industry scenarios and creating a list of 138 AI development projects [1] - The integration of "5G + AI + intelligent hardware" in the unmanned material yard has increased operational efficiency by 50% and improved material yard utilization by over 10% [2] Group 3: Collaborative Innovations - Shandong Steel's Rizhao company has established joint laboratories with universities and industry partners, achieving a product qualification rate of 99.93% for high-purity tinplate and reducing production line energy consumption by 31% [2] - Since the 14th Five-Year Plan, Shandong Steel has participated in 26 major national and provincial scientific projects and has independently implemented over 1,500 R&D projects, including the global debut of products like 500MPa wind power steel plates [2]

12月31日，CCTV-13《新闻直播间》聚焦海尔青岛中央空调互联工厂，用镜头记录下这座工厂的数字化 变革实践。作为工信部首批认定的领航级智能工厂，海尔智慧楼宇通过全流程数字化升级，实现人工效 率提升35%，交付周期缩短30%以上，为中国制造业智能化转型树立了标杆。 AI技术加持下，定制化订单可实现轻松换产。该工厂70%订单是定制化产品，涉及到的集成平台有2000 多个设备和型号。在传统工厂里，换一种型号，往往意味着停线、调设备。但在这里，系统会提前完成 参数切换，关键工序的设备能够实时调整对应操作，让不同订单能够在同一条产线上连续生产。 海尔中央空调互联工厂质量负责人李元明表示，定制化方案既服务国内重点行业，也成功输出至国际市 场，彰显了中国智造的全球竞争力。其核心的磁气悬浮中央空调，已经达到世界领先水平，节能效率高 达50%行业最高，在迪拜世博会中国馆、马来西亚数据中心等全球项目中均有应用。 走进工厂，接入AI生产系统的AGV小车成为记者的"专属向导"。不同于传统工厂的固定路线，这些智 能小车会根据订单需求的变化，自动完成物料配送。在这里，客户需求会被直接转化为云上数据，进入 系统、生成方案、驱动设备，生 ...

1月1日，苏丹通讯社报道，苏丹中央银行发布了2026年货币和财政政策。重点是改革和重组银行体系， 实现支付基础设施现代化，并促进普惠金融和数字化转型，以此作为重建信任和维持经济增长的基石。 政策还强调引导融资流向生产性部门和优先项目，降低通货膨胀，并确保汇率的灵活性和稳定性，从而 支持宏观经济恢复平衡。此外，政策旨在顺应全球趋势，落实可持续和绿色金融原则，改善本国货币的 管理。通过这些政策，苏丹中央银行力求重建一个更具韧性的金融和银行环境，提高银行效率，帮助国 民经济克服冲击，并根据治理和风险管理标准，逐步过渡到稳定和可持续增长。 ...

Economic Growth and Development - During the "14th Five-Year Plan" period, the GDP of Zhongshan is expected to exceed 420 billion yuan by 2025, having crossed the thresholds of 350 billion and 400 billion yuan [1] - The total number of business entities in Zhongshan has reached 740,000, marking a 60% increase over five years [1] - The scale of the top ten industrial clusters has surpassed 700 billion yuan, with industrial investment expected to double by 2024 compared to 2021 [1] Infrastructure and Transportation - The completion of the Shizhong Channel has led to an average daily traffic flow of 88,000 vehicles, facilitating integration into the Greater Bay Area [1] - Zhongshan plans to establish a 66 square kilometer economic cooperation zone, implementing 800 government services under the "Deep Zhongshan Office" initiative [1] Industry and Innovation - Zhongshan has been selected as a pilot city for the digital transformation of small and medium-sized enterprises, with 4,854 industrial enterprises achieving a digital transformation coverage rate of 93% [3] - The emerging industries, particularly in biomedicine and renewable energy, are experiencing significant growth, with the renewable energy sector achieving an annual output growth rate of 16% [3] - Research and development funding has exceeded 10 billion yuan for three consecutive years, with a growth rate of over 20% for two years [3] Environmental and Social Governance - Zhongshan has initiated a comprehensive water treatment campaign, investing 20 billion yuan to address water pollution, with over 7,000 kilometers of new sewage pipelines constructed [2] - The city has completed the renovation of over 60,000 rural houses, achieving 100% completion of beautiful and livable villages in rural areas [3] - Zhongshan has been recognized as a qualified city for modern social governance, with a stable and improving safety situation [3]

大众报业·齐鲁壹点 记者 王红 实习生 任恩泽 在提升通行效率方面，集团大力推进收费系统智慧化升级。自主研发的智慧云收费系统已在73个收费站 规模化部署，依托"云—边—端"协同技术架构，实现ETC交易成功率99.9%、车辆识别准确率99.99%， 单车通行时间缩短至3秒，整体通行效率提升约35%。京台高速济齐段作为全国首条长距离立体复合智 慧高速，通过构建数字底座、推行准自由流与"预约通行+信用赋能"模式、全面应用数电发票等措施， 构建以"山高慧眼"为核心的AI智能感知体系，实现全路网"空地一体感知、事件主动预警、多方协同管 控"。配套上线的AI智能客服与"一键求援"系统，使平均救援响应效率提升20%以上，进一步保障公众 出行安全。 为支持智能网联汽车产业发展，山东高速在滨莱高速路段建成国内测试里程最长、场景覆盖最全面、环 境最贴近实际的高速公路封闭测试基地。该基地已构建30余种自动驾驶与车路协同测试场景，累计为40 余家车企、科研及检测机构提供测试服务，测试总里程超过2500万公里，有效推动相关技术从实验室走 向规模化应用。 在产学研协同方面，集团与山东大学合作共建齐鲁交通学院，通过"教育链、人才链、创新链 ...

[Table_Page] 公司深度研究|计算机 证券研究报告 [Table_Title] 汉得信息（300170.SZ） AI Agent 核心玩家，商业化进展显著 [Table_Summary] 核心观点： | Table_Invest] [公司评级 | 买入 | | --- | --- | | 当前价格 | 18.92 元 | | 合理价值 | 23.78 元 | | 报告日期 | 2026-01-04 | 基本数据 [Table_BaseInfo] | 总股本/流通股本（百万股） | 1022/0.00 | | --- | --- | | 总市值/流通市值（百万元） | 19341/0.00 | | 一年内最高/最低（元） | 25.22/11.15 | | 30 日日均成交量/成交额（百万） | 69/1233 | | 近 3 个月/6 个月涨跌幅（%） | -2.17/15.51 | [Table_PicQuote] 相对市场表现 盈利预测： | [Table_ 单位 Finance] :人民币百万元 | 2023A | 2024A | 2025E | 2026E | 2027E | | --- | ...

Core Insights - The article discusses the "Discover Treasure Wenzhou" city-level marketing campaign by Douyin Life Services, which aims to create a win-win commercial ecosystem involving platforms, merchants, government, and users through the "Wenwen夺冠军" merchant ranking competition [1][3] Group 1: Campaign Overview - The campaign leverages Douyin's extensive traffic advantage to address local merchants' pain points such as low exposure and high customer acquisition costs, focusing on three core sectors: dining, leisure entertainment, and retail [3] - The "Wenwen夺冠军" ranking competition is designed to maximize merchant participation through a three-phase ranking mechanism and resource unlocking policies, attracting over 5,000 merchants and 30,000 product categories within a week [3][20] - The campaign integrates government resources and media support to enhance the visibility and value of participating merchants, creating a robust support system for the ranking activities [3][20] Group 2: Star and Influencer Engagement - The campaign utilizes a matrix of celebrities and local influencers to drive traffic, matching different merchant profiles for effective outreach and conversion [5][7] - Notable celebrities, including Tan Kai and He Hongshan, serve as "Treasure Wenzhou Star Promoters," significantly boosting merchant visibility through targeted collaborations and promotional content [7][9] - Local influencers conduct live streaming events focusing on Wenzhou's hidden gems, contributing to substantial sales growth for participating merchants [9][20] Group 3: Cultural and Community Integration - The campaign collaborates with Wenzhou's cultural tourism sector to create city-themed promotional materials, enhancing the cultural context of participating merchants [11][13] - A physical event, the "Zhejiang BA Market," combines sports, commerce, and cultural tourism, attracting over 50,000 visitors and generating significant online engagement [15][17] - The market features interactive elements and promotional offers, fostering a vibrant consumer atmosphere and encouraging local spending [19][20] Group 4: Sustainable Ecosystem Development - The "Discover Treasure Wenzhou" initiative aims to establish a sustainable ecosystem that benefits merchants, users, and the city through innovative strategies and resource integration [20][21] - The campaign provides a comprehensive solution for local merchants, facilitating their digital transformation and offering equal growth opportunities, particularly for small and medium-sized businesses [21]

Core Viewpoint - Eastern Airlines Yunnan Company successfully completed its production and operational tasks for the year 2025, marking the beginning of a new journey in 2026, while adhering to the strategic goals set forth in the "14th Five-Year Plan" [3] Group 1: Operational Performance - In 2025, Eastern Airlines Yunnan executed 149 flight routes, including 26 international and regional routes, and 123 domestic routes, serving 96 destinations [3] - The company invested a total of 239.3 billion seat-kilometers from January to November 2025, representing a year-on-year increase of 7.1%, with a passenger load factor of 84.5% [3] - The airline transported nearly 900 million pieces of luggage and over 16.6 million passengers throughout the year [3] Group 2: Strategic Initiatives - Eastern Airlines Yunnan focused on regional cooperation and cultural exchange, collaborating with events like the China Outdoor Sports Industry Conference and the Tengchong Scientist Forum to enhance brand marketing and product promotion [3] - The company optimized its "ticket+" ecosystem to support the high-quality development of Yunnan's cultural tourism [3] Group 3: Social Responsibility and Community Engagement - The company demonstrated its commitment to social responsibility through various initiatives, including emergency transport for organ donations and support for local communities [4][5] - Eastern Airlines Yunnan invested over 140,000 yuan in aid for the Shangri-La area, with a total consumption assistance amounting to 2.55 million yuan throughout the year [5] Group 4: Digital Transformation and Safety Management - The company accelerated its digital transformation by developing the "QACVR Artificial Intelligence Analysis System," integrating multiple data sources to enhance risk management [5] - It also improved safety management capabilities through the construction of a safety data analysis platform, supporting standardized and intelligent safety management [5] Group 5: Future Outlook - Looking ahead to 2026, Eastern Airlines Yunnan aims to continue implementing the spirit of the 20th Central Committee's Fourth Plenary Session, focusing on becoming a core operator of the Kunming International Aviation Hub and contributing to local economic and social development [6]

近日在群里CIO们讨论了一个非常有意思的话题：企业做数字化的意义究竟是什么？ 有人说是：花钱！ 有问题吗？ 当然没有错，企业做数字化建设本身就需要各种投入，这就离不开大量的资金支撑，但问题是很多企业 数字化几年做下来却看不到明显的回报，投入与产出严重失衡。所以在一些企业领导眼里数字化就是各 种"花钱"，软件要花钱，硬件要花钱，搞个接口也要花钱，有了数据还要担心数据安全的问题，数据防 护也要投入，但每一笔支出都如石沉大海，难以激起可见的浪花。回报难以量化，效果滞后且间接，这 就导致决策层对数字化信心不足，进而影响持续投入的决心。 有人说是：折腾！ 有错吗？ 这看似是一个简单的问题，实则叩问的是企业生存与发展的底层逻辑。很多企业做了多年的数字化建 设，却始终未能回答这个问题。一些企业名义上做所谓的数字化转型，实则只是在追概念装逼，为了向 外界展示自己与时俱进，或是迎合资本市场的期待，却从未真正思考数字化如何重塑业务模式、优化客 户体验、提升组织韧性，为了某种目的或许这也是一种意义，因为也产生了所谓的价值。但老杨认为大 部分的传统企业做数字化的目的是明确的，但真正做起来的意义是模糊的。很多企业渴望通过数字化实 现跨 ...

党的二十届四中全会提出，"全面实施'人工智能+'行动"。"四川数据资源丰富、产业体系完备、应 用场景广阔，加快推动人工智能赋能新型工业化大有可为。"经济和信息化厅相关负责人介绍。2024 年，全省人工智能产业营收超1300亿元，同比增长超25%，智能化发展底座坚实。 ●到2027年，全省规模以上工业企业实现数字化转型全覆盖，打造50个以上数字产业园区，培育90 家以上人工智能领域国家制造业单项冠军企业、专精特新"小巨人"企业等 比如，在强化智能化技术科技创新上，四川将加快构建人工智能全链条自主创新体系，每年重点支 持高水平智能软件、硬件技术攻关，按照项目总投资，给予最高50%、不超过1000万元资金支持。重点 攻关的方向，则包括预训练大模型、高性能算力芯片等关键领域技术。 ●每年重点支持高水平智能软件、硬件技术攻关，按照项目总投资，给予最高50%、不超过1000万 元资金支持 记者从经济和信息化厅获悉，四川省人工智能赋能新型工业化三年行动方案近日印发，提出强化智 能化技术科技创新、促进智能产品研发升级等5大重点任务，加快推进人工智能赋能"15+N"重点产业链 建圈强链，推动制造业智能化、绿色化、融合化发展。这 ...