Investment Rating - The report indicates a positive investment outlook for the integrated machine and AI SoC sectors, particularly in the context of AI model deployment and local data security needs [3][11]. Core Insights - The demand for integrated machines has surged following the release of the Deep Seek AI model, with significant interest from government and enterprise sectors due to their data security requirements [3]. - The integrated machine is designed for AI model applications, effectively shortening deployment cycles and lowering barriers to entry, with a projected demand of 70,000 units in the government and enterprise sectors by 2025, translating to a market size of 54 billion yuan [3][11]. - The Deep Seek distilled small parameter models demonstrate excellent performance on terminal devices, achieving real-time question answering with a 1.5B model and suitable for text summarization and image description with 7B/8B models, requiring a minimum of 4-5GB of memory under INT4 quantization [3][5]. - Domestic computing power is expected to play a crucial role in the integrated machine sector, aligning well with mainstream downstream demands, although challenges in software-hardware collaboration remain [3][7]. - Quantization techniques are highlighted as a means to reduce AI hardware costs by converting model parameters from 16-bit floating-point to 8-bit integers, thus decreasing model size and computational complexity [3][8][9]. - The report notes a significant reduction in AI inference costs, which is driving the trend towards edge computing, with lightweight AI hardware gaining advantages in both edge and cloud environments [3][15]. - In the smart automotive sector, companies are integrating AI technologies to enhance smart cockpit functionalities, with BYD leading the way in adopting new AI chips in its vehicles [3][17]. - The domestic automotive chip sector is making strides, with companies like Yikatong collaborating with Volkswagen to export new SOC chips, indicating a growing acceptance of domestic chips in international markets [3][20]. Summary by Sections Integrated Machines - Integrated machines are tailored for AI model applications, providing a plug-and-play computing solution that meets high data security requirements for sectors like government and finance [4][10]. - The projected demand for integrated machines in the Chinese server market is expected to reach approximately 70,000 units by 2025, with a market potential of 54 billion yuan [11]. AI Model Performance - The Deep Seek distilled models are effective in reducing hardware resource requirements while maintaining performance, making them suitable for various applications [5][16]. Domestic Computing Power - The report emphasizes the importance of domestic computing power in the integrated machine sector, with a need to overcome challenges related to precision support in AI chips [7]. Cost Reduction Techniques - Techniques such as fixed-point quantization are crucial for lowering AI hardware costs and improving overall efficiency [8][9]. Smart Automotive Sector - The integration of AI in smart vehicles is on the rise, with significant advancements in automotive chip technology and collaborations with international partners [17][20].

Investment Rating - The report maintains a "Positive" outlook for the electronic industry [4] Core Insights - The Deepseek integrated machine is driving AI acceleration across various industries, with multiple manufacturers launching products that support the Deepseek model, enhancing deployment efficiency [7][8] - The integration of hardware and software in Deepseek machines significantly lowers the technical barriers for AI deployment, creating new opportunities for various sectors [13][14] - Domestic chips are becoming a foundational element for Deepseek machines, with over 80 companies adapting or launching Deepseek models based on domestic chip technology [11][12] Summary by Sections Investment Recommendations and Targets - The report suggests focusing on investment opportunities in companies related to the Deepseek integrated machine supply chain, including: 1. Chips: Haiguang Information, Longxin Zhongke, Lanke Technology, and Cambricon 2. Complete machines: Hikvision, Lenovo Group, and Dahua Technology [2][18] Industry Dynamics - The report highlights the rapid industrialization of AI integrated machines, with significant advancements in the Deepseek model's application across cloud computing, intelligent computing, and data center sectors [8] - Various manufacturers are adopting domestic chips and frameworks to enhance their integrated machine solutions, promoting a more localized AI ecosystem [9][12] Technological Advancements - Deepseek integrated machines are designed for soft and hardware optimization, allowing for dynamic resource allocation and improved performance [11][12] - The machines are equipped with pre-deployed models and industry-specific adaptations, significantly reducing the time required for AI application deployment [13][14]

产业兴城。 作者 | 于丽丽 报道 I 投资界PEdaily 投资界-城市看板，我们来到江西上饶。山郁珍奇，上乘富饶。上饶地理位置优越，自古 就有"八方通衢"、"豫章第一门户"之称。 最美乡村婺源、道教名山三清山、第一大淡水湖鄱阳湖……上饶的旅游业出圈，但这里 不止有美景。凭借着资源优势，上饶把有色金属作为支柱产业大力发展，打造了全国重 要的有色金属工业基地。其中，德兴市金山黄金资源储量位列全国第二，直到现在，德 兴每年铜产量稳居世界第三。 根据《上饶市制造业重点产业链现代化建设" 1269"行动计划（2 0 2 3 - 2 0 2 6年）》，上饶 将重点打造新能源、有色金属、电子信息、非金属新材料、机械制造、医药化工新材料6 个综合实力和竞争力强的先进制造业集群。 光伏大哥 来自上饶的光伏一哥要去德国上市了。 去年10月，晶科能源发布公告，计划通过发行全球存托凭证（GDR）的方式在德国法兰 克福证券交易所挂牌上市。晶科能源已于2010年在纽交所上市，2 0 2 2年在上交所科创板 上市。此番如能顺利挂牌，将成为首家中美欧三地上市的光伏企业。 要知道，德国是欧洲最大的单一光伏市场，法兰克福证券交易所是欧洲第二 ...