2026 年的春节，注定是字节跳动的 AI 秀场。 2 月 10 日，字节旗下豆包正式官宣 "豆包过年" 新春活动，活动期间将为用户发放新春红包。此外，除 夕夜的中央广播电视总台 2026 年春晚期间，豆包还将为全国观众送出超过 10 万份接入豆包大模型的科 技好礼，以及现金红包。 据介绍，今年的豆包新春活动分为两个阶段。第一阶段将于2月13日20点正式启动，用户可进入豆包 App新春活动页面，体验AI生成拜年祝福等AI过年玩法，即可参与抽奖赢取红包，中奖后可提现。 2月16日除夕夜，豆包将在中央广播电视总台春晚期间，配合直播互动，开启第二阶段红包及科技礼包 抽奖。当晚，用户将有三轮机会赢取最高8888元的现金红包或接入豆包大模型的智能科技好礼。 据了解，此次豆包送出的"科技礼包"囊括17款热门产品，包括宇树机器人、拓竹3D打印机、大疆无人 机等前沿科技产品，也有极米投影仪、苏泊尔电饭煲等智能消费品，同时，科技好礼中还涵盖上汽奥迪 E5 Sportback和奔驰CLA两款电车使用权。 值得注意的是，此次所有科技奖品均由火山引擎深度融合豆包大模型能力，实现 AI 技术的实体化赋 能。其中，宇树机器人的拟人音色与 ...

Investment Rating - The report assigns a rating of "Buy" for the company [2]. Core Insights - MiniMax is a rare pure-play multimodal model company that focuses on advanced model and AI-native product development, serving over 200 million individual users and more than 100,000 enterprises globally [8][14]. - The company has developed a core multimodal model portfolio, including M2, Hailuo-02, and Speech-02, aiming to enhance efficiency and stability through further integration of multimodal capabilities [8]. - The company has established a scalable monetization model early on, achieving significant revenue growth and positive feedback loops between user scale and income [8]. - Revenue projections for 2025-2027 are estimated at $81 million, $209 million, and $393 million, respectively, with year-on-year growth rates of 164%, 159%, and 88% [8]. - The company is positioned for global market expansion, supported by its comprehensive product offerings and ongoing commercialization efforts [8]. Company Overview - MiniMax focuses on advanced model and AI-native product development, having launched its first large language model in 2022 and continuously iterating on its model capabilities [14]. - The company offers a diverse range of C-end native products and B-end open platforms, including intelligent agents, video/audio generation platforms, and API platforms [19]. - As of September 30, 2025, MiniMax's AI products have served over 200 million individual users and more than 100,000 enterprises across over 100 countries [14]. Financial Analysis - The company has seen rapid revenue growth, with revenue increasing from $3.46 million in 2023 to $30.52 million in 2024, and further to $53.44 million in the first three quarters of 2025, representing a year-on-year growth of 175% [44]. - Gross margin has improved, transitioning from a loss in 2023 to a gross profit of $3.74 million in 2024, with a gross margin of 12% [49]. - The company’s net loss rate has narrowed, indicating potential for profitability as model intelligence and monetization capabilities improve [52]. Industry Analysis - The AI industry is experiencing rapid advancements in large model technology, with significant growth potential and an evolving competitive landscape [56]. - Major players in the market are maintaining a high frequency of model iterations, enhancing their capabilities and performance [57]. - The shift from traditional discriminative AI to large language models is enabling a broader range of applications, including text, image, audio, and video generation [59].

Core Insights - The competition among internet giants for user engagement through red envelope distribution has intensified as the Spring Festival approaches [1] - Tencent's new red envelope feature in WeChat, triggered by sending the word "元宝," aims to facilitate user access to the Yuanbao app and cash rewards [2] - Tencent's strategy includes a significant investment of 1 billion yuan in red envelopes to replicate the success of WeChat's previous red envelope campaigns [3] Tencent's AI Social Strategy - Tencent is leveraging its social media dominance with WeChat and QQ to enhance its AI social capabilities, emphasizing the importance of AI in social interactions [5] - The Yuanbao app's new feature, Yuanbao Party, aims to create an AI-driven social environment, allowing users to engage in various social activities [6][7] - Yuanbao Party integrates AI as a structural component of social interactions, moving beyond traditional chatbots to create a more engaging user experience [9] Competitive Landscape - The competition in the AI application space has evolved from traditional red envelope battles to a focus on AI entry points, with major players like Baidu and Alibaba also investing heavily in cash rewards [3] - Tencent's Yuanbao app has quickly risen to become one of the top AI applications in China, with significant user engagement metrics [14][15] - The market is witnessing a shift towards comprehensive AI applications that integrate seamlessly into users' daily lives, with Tencent aiming to establish Yuanbao as a key player in this space [17] Future Outlook - Tencent's ongoing investment in AI and its strategic focus on user experience and product longevity are critical for maintaining competitiveness in the rapidly evolving AI landscape [19][20] - The company is building a robust AI model development framework to support its long-term AI strategy, with a focus on commercializing AI applications [23][25] - The success of Yuanbao Party could lead to deeper integration with Tencent's existing services, potentially creating a new social AI entity [25][26]

Core Insights - The financial sector is rapidly adopting large model technology, marking 2025 as the year of commercial exploration for financial intelligence [1] - The number of large model projects in the financial industry surged by 341% year-on-year, with disclosed project amounts increasing by 527% [1][2] - Investment in intelligent agent platforms and application solutions by Chinese financial institutions reached 950 million yuan in 2025, projected to grow to 19.3 billion yuan by 2030, with a compound annual growth rate of 82.6% [1] Project Trends - In 2025, application projects accounted for 58% of large model projects, surpassing traditional computing power procurement projects [1] - The median disclosed amount for projects was 1.184 million yuan, with a significant number of smaller projects emerging [2] - The majority of projects are lightweight explorations, with many valued at tens to hundreds of thousands of yuan, while a few comprehensive upgrades are valued in the millions [3] Market Dynamics - Financial institutions' demand is focused on cost reduction, efficiency improvement, compliance, and growth [4] - The market participants include technology firms (31.4%), IT system and vertical solution providers (27.5%), fintech companies (21.6%), and large enterprises (13.7%) [5] - Major active players in the financial large model project bidding include iFlytek, Baidu, Alibaba Cloud, Ant Group, and others [5] Vendor Selection and Business Models - Financial institutions exhibit two main attitudes when selecting vendors: valuing brand reputation and comprehensive capabilities or seeking cost-effectiveness and close service [6] - The predominant payment model for large model services is project-based, with emerging interest in RaaS (Results as a Service) models [6][7] - The focus is shifting from cost centers to profit centers within financial institutions, emphasizing business value as the core driver for AI investments [6] Implementation Challenges - Currently, 96% of intelligent agent applications are in the exploratory phase, with only 4% in agile practice [7][8] - Compliance is a critical concern, with institutions prioritizing the reliability and controllability of intelligent agents [8] - The industry is expected to face a testing period over the next 1-2 years, with many low-quality projects likely to be eliminated [8][9]

Core Viewpoint - The article emphasizes the establishment of a digital research platform by CICC, aimed at providing efficient, professional, and accurate research services through the integration of insights from over 30 specialized teams and a comprehensive coverage of more than 1,800 stocks [1]. Group 1: Research Services - CICC's digital research platform, "CICC Insight," offers a one-stop service that includes research reports, conference activities, fundamental databases, and research frameworks [1]. - The platform utilizes advanced model technology to enhance the research experience for clients [1]. Group 2: Research Focus and Updates - Daily updates on research focus and timely selection of articles are provided through the "CICC Morning Report" [4]. - Senior analysts are available for live interpretations of market hotspots, enhancing the accessibility of expert insights [4]. Group 3: Data and Frameworks - The platform features over 160 industry research frameworks and more than 40 premium databases, facilitating comprehensive industry analysis [10]. - An AI search function is integrated into the platform, allowing users to filter key points and engage in intelligent Q&A [10].

（文章来源：证券日报） 证券日报网讯 2月5日，远光软件在互动平台回答投资者提问时表示，公司目前以大模型技术为核心支 撑，构建了电力市场化交易与预测分析两大智能化体系。硬件端通过标准化、智能化设计显著提升巡检 效率；软件端依托大模型与时序算法，实现了电力交易的高效精准决策及负荷预测准确率的双重提升， 推动能源运维向数字化、协同化及智能化转型。 ...

随着 De epSe ek等大模型技术 的持续爆发 ， 生成式AI和大模型技术呈现爆发式增长， 算 法工程师 岗位再度迎来 " 黄金爆发期 " 。 确保你学习完以后，能够具备在实际工作当中 解决实际问题的能力，成为一名合格的AI算法工程师。 并且该计划承诺在校应届生就业薪资拿不到29W、 在职人员最低薪资涨幅低于40%-50% ，均可以全额退款 。 目前已经有上千位同学通过该计划拿到offer了， 平均薪资达到35w+， 最新一期学员就业薪资最高能拿到 85 K ！ 扫码添加顾问，备注 "咨询课程" 2026届校招数据显示，大模型算法工程师 月薪中位数 已逼近 3万元 ，顶尖人才的年薪 破百万 ，远超 前后端、 运维、嵌入式 等传统 技术岗位，成为程序员群体中的"薪资天花板"。 AI的快速发展也给很多程序员带来 更多的机会 ， 很多公司都 投入了巨量资源， 把 人工智能 作为下一阶段的主要发展方向， 字节，腾讯，京东等 大厂增加了很多 AI部门 ，扩招大量的 大模型和算法人才 。 所以在 大模型、生成式AI 这些领域，各家公司都给足了诚意，像 DeepSeek最近热招的 大模型全栈工程师 等 AI核心岗位 更 ...

Group 1 - The China Securities Software Service Index decreased by 1.27% as of February 5, 2026, with mixed performance among constituent stocks, where Shiji Information led with a 3.07% increase, and Yuntian Lifeng experienced the largest decline [1] - The open-source AI agent Clawdbot (now OpenClaw) gained significant popularity, surpassing 136,000 stars on GitHub by February 1, 2026, making it one of the fastest-growing open-source projects of the year [1] - In 2025, global large model technology advanced significantly, achieving notable progress in reasoning, programming, agentic capabilities, and multimodal abilities, although challenges remain in stability and hallucination rates [1] Group 2 - The top ten weighted stocks in the China Securities Software Service Index accounted for 60.27% of the index as of January 30, 2026, with notable companies including iFlytek, Kingsoft Office, and Tonghuashun [2] - The software ETF (159852) tracks the China Securities Software Service Index, serving as a convenient tool for investing in the computer software industry [2] - Investors can also access AI software investment opportunities through the software ETF linked fund (012620) [3]

Market Overview - The Shanghai Composite Index has rebounded above 4100 points, indicating a market recovery [1] - The coal sector has seen a surge, with coal-related ETFs rising over 9% and energy-related ETFs increasing by more than 5% [1][2] Sector Performance - The coal concept has triggered a wave of limit-up stocks, while the real estate sector has shown active performance [1] - Conversely, sectors such as AI applications, precious metals, and computing hardware have experienced significant declines [1] ETF Performance - Coal ETF (515220.SH) rose by 9.07% to a price of 1.166 [2] - Energy ETFs also performed well, with the Guangfa Energy ETF (159945.SZ) increasing by 5.99% to 1.327 and another Energy ETF (159930.SZ) rising by 5.33% to 1.62 [2] - In contrast, the AI ETF (515980.SH) fell by 4.15% to 0.924, reflecting a downturn in the AI sector [4] Coal Market Insights - Analysts indicate that thermal coal and coking coal prices are still at historical lows, providing room for a rebound [3] - The supply-side "overproduction checks" are expected to reduce output, while the demand side is entering a peak heating season, suggesting a potential improvement in coal supply-demand fundamentals [3] - Thermal coal benefits from long-term contract mechanisms and profit-sharing logic between coal and power companies, while coking coal is more sensitive to market changes [3] AI Sector Analysis - AI is viewed as a core driver of the new technological revolution, with its value lying in creating new possibilities rather than just improving efficiency [5] - The development of large model technologies is reshaping global industrial patterns and is expected to bring significant commercial value to the financial sector, potentially reaching trillions of yuan [5] - However, challenges such as technological bottlenecks, high investment costs, and regulatory balance need to be addressed for further advancement [5]

（编辑 王雪儿） 证券日报网讯 2月3日，瑞达期货在互动平台回答投资者提问时表示，瑞达期货旗舰版APP及公司官 网，均已上线瑞达智能客服，其中运用了大模型技术支撑及针对性训练；智能投研系统目前还在研发 中。 ...