自 DeepSeek 发布以来，市场逐渐意识到云资源是一切 AI 应用的根基，阿里云作为国内公有云最头部厂商迎来价值重估。从历史上看，应用启动云基础资源先行，2024 年开始随着国内AI 推进全面加速，基础资源需求快速增长，2024Q4 阿里云同比增长 13% 重归两位数增长。2025 年 2 月阿里提出 3 年投入 3800 亿建设云+AI 硬件基础设施超过过去十年总和，Capex是云基础资源爆发的前瞻指标，未来阿里云增速有望进一步抬升。

Cyber threats are Internet-based attempts to disrupt or damage information systems and hack critical information using spyware, malware, and phishing. Cyber security solutions enable end-users to maintain data confidentiality by monitoring, detecting, reporting, and countering cyber threats.

Corporate wellness is a workplace health program or activity designed to support healthy behavior in the workplace while improving the health outcomes of employees.

Consumer network attached storage (NAS) follows the general principles of NAS, wherein a computer storage server is connected to a computer network and functions as a file server, delivering files and data to various parts of the network. In a consumer NAS system, the endpoints of the network are personal devices or home devices such as personal computers, Blu-ray or digital versatile disk (DVD) players, media players, and home theater systems. Consumer NAS systems can be used in various applications, like storing downloaded files. The end-users of consumer NAS are business users and residential (home) users.

Cybersecurity training refers to educational programs designed to equip individuals and organizations with the knowledge and skills necessary to protect digital systems, networks, and data from cyber threats. These programs teach participants about various security practices, tools, and technologies to defend against threats such as hacking, phishing, malware, and data breaches. Training can be delivered through online courses, classroom sessions, or corporate programs, and is aimed at enhancing awareness and competence in maintaining digital security.

Cyber insurance is a type of insurance policy that provides financial protection against losses and damages caused by various types of cyber-attacks and online security breaches, including hacking, data theft, and ransomware. It typically covers costs such as the expenses incurred in restoring the systems and data, legal fees, and the cost of notifying customers in case of a data breach.

Business process management (BPM) is a practice in operations management that includes analyzing and modeling business processes to work in different scenarios, executing improvements, and monitoring and optimizing the improved processes continuously. It is an ongoing activity that involves continuous process re￾engineering. BPMaaS refers to software solutions that enable enterprises to implement BPM to increase the efficiency of their business workflows.

An automotive touch screen control system is an all-in-one unit that can control various functions in a vehicle, which can be navigated using a touch screen panel; this touch screen panel eliminates many of the switches, buttons, and cluttered dials that occupy the dashboard of a vehicle. An automotive touch screen control system can provide fast response time, unlimited touch identification, low power consumption, and robust operation to touch-based designs. An automotive touch screen control system provides quick access to various temperature control systems and infotainment and allows the fine-tuning and control of the vehicles air conditioning system. Furthermore, an automotive touch screen control system enables immediate access to important data, such as engine status, inside and outside temperatures, battery levels, tire pressure, and fuel efficiency.

Cryptocurrency mining hardware solutions are specialized products that are used to mine cryptocurrency. Such hardware solutions include powerful processors, advanced graphics processing units (GPUs), and custom microchips, which are designed specifically to mine cryptocurrency.

Credit card payment is a cashless payment instrument that helps to cater to daily expenses, recurring expenses, and sometimes occasional expenses.

Compliance training is to train employees to make them aware of company policies, regulations, and laws required for performing workplace-related duties. Such training helps companies eliminate instances of violations that could result in legal liabilities. Companies are also focusing on maintaining a healthy and hospitable workplace environment.

The corporate event industry market refers to the sector that focuses on organizing, managing, and executing events specifically for businesses and organizations. This market encompasses a wide range of events, including conferences, seminars, product launches, trade shows, exhibitions, team-building activities, shareholder meetings, executive retreats, workshops, award ceremonies, networking events, and incentive travel programs. The major goal of these events is to facilitate business interactions, raise networking opportunities, enhance brand visibility, strengthen client and employee relationships, and drive business growth and profitability.

Business Intelligence (BI) is application software that captures business data and presents it in user-friendly views such as reports, dashboards, charts, and graphs. Business intelligence allows business entities to gather, store, analyze, and gain a better understanding of in-house data for an effective decision-making process. This application program uses a fact-based support system to derive insights and provide a business advantage to an organization. A few of the features of the business intelligence and analytics platform are online analytical processing, query and reporting, advanced analytics, corporate performance management, and collaborative business intelligence.

深海科技：2025 年两会新亮点，以前沿科技探索广袤深海 深海科技指针对水深 200 米及以深的海域进行探测、开发和利用所需的一系 列先进技术体系和装备系统的总称。2025 年我国政府工作报告首次将深海 科技列为国家战略性新兴产业。我们认为，深海科技的核心是要保障 2 个安 全（经济安全和国防安全），在此基础上探索 N 个新兴经济业态，探测、开 发和利用深海的 3 个路径是深潜、深网、深钻，关键是突破材料、通信导航、 传感、能源等一系列核心技术群。建议沿三条主线布局深海科技：1）国家 级项目核心供应商，相关订单有望率先落地；2）技术壁垒高、国产替代需 求迫切环节；3）具备商业化场景验证能力的公司，助力产业走向商业闭环。

本篇报告旨在阐明地平线机器人成为“汽车智能计算平权公约数”的原因。具体分析其 战略演化、团队禀赋、软硬结合的技术优势、开放生态。

合成生物学是一门基于工程化的设计理念，结合生物学、化学、医 学、农学、工程学、计算机与数据科学等交叉学科技术，旨在设计 和构建新的生物系统，以实现特定的功能，其本质是让细胞为人类 工作生产想要的物质。合成生物学和发酵工程的区别在于是否对细 胞进行定向性干预，大幅提升微生物细胞工厂效率。目前合成生物 学可合成的大宗化学品仅几十种，在整体基础化学品中的占比还非 常有限，还无法颠覆性替代传统化工，但在部分领域有比较好的应 用场景，具有战略与商业角度的优势，生物制造未来提升空间巨 大。

DeepSeek 系列模型通过持续技术突破，在开源大模型领域树立了性能与成本 效益的双重标杆。尤其在金融等垂直领域，其专业场景适配能力正重塑行业 智能化转型的价值标准，为产业升级提供高性价比解决方案。

字节推出最新通用 Agent 产品 Coze 空间，其拥有以下几个特点：1）特定任务训练的专家级 agent，2）探索和规划双模式，更好的用户交互，3）网页和代码结果等更好的可视化结果呈现，4）支持 MCP 等更多工具调用。

4 月 15 日，Open 以 API 的形式发布 GPT-4.1 系列模型，涵盖 GPT- 4.1、GPT-4.1mini 和 GPT-4.1 nano。GPT-4.1 在编程、指令遵循和长 文本理解方面有显著提升，上下文窗口最高支持 100 万 tokens。同 时，GPT-4.1 的性价比也十分出色，效果方面对标 4o 模型，可以用极 低的价格达到相同的模型效果。但仍有模型评价人员认为，GPT-4.1 与 GPT-4.5 差别不大，且表现并不如 Gemini 2.5，以及有声音质疑 GPT-4.1 是从 GPT-4.5 蒸馏来的。

卡游：国内泛娱乐产业龙头，手握奥特曼等热门 IP 资源。卡游是中国泛娱乐产品领域的龙头公司，集换式卡牌 是公司的核心产品。卡游发展历程可以大致分为 3 个阶段：2011-2018 年：率先布局集换式卡牌，获奥特曼等 热门 IP 授权，推出卡牌系列。2019-2022 年：建设 IP 矩阵并搭建自有生产线。2022 年至今：丰富 IP 系列并 开发多元化产品。截至 2024 年底，公司 IP 矩阵中的 IP 数量已达到 70 个。股权结构看，李奇斌夫妇持股比例 高，合计持股 83.5%，股权集中；红杉、腾讯分别持股 10.5%、3.0%，获头部投资机构和互联网龙头的投资。