Core Viewpoint - The Hong Kong stock market's AI concept stocks are experiencing a collective surge, with Fourth Paradigm (6682.HK) rising nearly 8% to HKD 68.5, marking its second consecutive day of gains and reaching a new high since March 2024 [1] Industry Summary - DeepSeek announced the update of its official App, web version, and mini-program to DeepSeek-V3.2-Exp, significantly reducing service costs due to new model implementations, with API prices dropping by over 50% [1] Company Summary - Fourth Paradigm has launched the "Virtual VRAM" plug-in virtual memory expansion card, which converts physical memory into a dynamically scheduled memory buffer pool, allowing for elastic expansion of GPU computing resources [1] - The "Virtual VRAM" creates a high-speed data channel between memory and video memory, effectively increasing the virtual memory capacity of a single graphics card to a maximum of 256GB without major hardware changes [1]

Core Insights - The company reported a total revenue of 2.626 billion yuan for the first half of 2025, representing a year-on-year growth of 40.7% [2] - The core business, "Fourth Paradigm Prophet AI Platform," generated significant revenue of 2.149 billion yuan, with a year-on-year increase of 71.9%, accounting for 81.8% of total revenue [2] - The SHIFT intelligent solutions generated revenue of 371 million yuan, making up 14.1% of total revenue, focusing on key industries and strategic customer applications [2] - The company reported an operating loss of 848.8 million yuan, a reduction in loss of 55.1% compared to the same period last year [2] - The total assets of the company as of June 30, 2025, were 7.759 billion yuan, a growth of 2.26% from December 31, 2024 [3] - Total liabilities decreased to 1.497 billion yuan, down 39.78% from December 31, 2024 [3]

Core Viewpoint - The AI concept stocks in the Hong Kong market showed a positive trend, with most stocks experiencing gains on September 30th [1] Group 1: Stock Performance - Huilyang Technology (01860.HK) increased by 4.47%, reaching HKD 19.88 [1] - Maifushi (02556.HK) rose by 4.33%, trading at HKD 51.35 [1] - Chuangxin Qizhi (02121.HK) saw a gain of 3.65%, priced at HKD 7.95 [1] - Fourth Paradigm (06682.HK) climbed by 3.15%, with a share price of HKD 65.5 [1] - Meitu Inc. (01357.HK) increased by 3.26%, now at HKD 9.16 [1]

华泰证券曾表示，模型降价将吸引更多的开发者开发AI应用，或进一步提振算力需求，提升Super App 出现概率。中银国际认为，AI应用商业化拐点临近。在算力层，推理效率与性价比大幅提升，国产芯 片加速替代；在模型层，通用大模型的能力已逐步达到商用标准；在数据层，行业专属数据的积累与合 成数据技术成熟之下，企业加速实现数据闭环训练与模型微调。三者共同推动AI能力从"单点突破"走 向"体系协同"，为AI应用大规模商业化落地创造条件。 AI概念股早盘多数走高，截至发稿，汇量科技(01860)涨4.47%，报19.88港元；迈富时(02556)涨4.33%， 报51.35港元；创新奇智(02121)涨3.65%，报7.95港元；第四范式(06682)涨3.15%，报65.5港元；美图公 司(01357)涨3.26%，报9.16港元。 消息面上，DeepSeek昨日宣布，官方App、网页端、小程序均已同步更新为DeepSeek-V3.2-Exp。 DeepSeek介绍，得益于新模型服务成本的大幅降低，官方API价格也相应下调，新价格即刻生效。在新 的价格政策下，开发者调用DeepSeek API的成本将降低50%以上。 ...

Group 1 - AI concept stocks saw a majority increase in early trading, with notable gains from companies such as 汇量科技 (4.47% increase), 迈富时 (4.33% increase), and 创新奇智 (3.65% increase) [1] - DeepSeek announced a significant update to its services, reducing the cost of its API by over 50% due to a new model that lowers service costs [1] - The National Development and Reform Commission (NDRC) plans to support various enterprises, including private companies, to deeply engage in AI initiatives [1] Group 2 - Huatai Securities indicated that the reduction in model prices will attract more developers to create AI applications, potentially boosting demand for computing power and increasing the likelihood of Super Apps [2] - Zhongyin International believes that the commercialization inflection point for AI applications is approaching, driven by improvements in reasoning efficiency and cost-effectiveness of domestic chips [2] - The combination of advancements in model capabilities, data accumulation, and synthetic data technology is facilitating a shift from "single-point breakthroughs" to "systematic collaboration" in AI capabilities, paving the way for large-scale commercialization [2]

Core Insights - The rapid development of AI large models has highlighted GPU memory capacity as a critical bottleneck for model training and inference efficiency [1] - Fourth Paradigm has launched the "Virtual VRAM" plug-in virtual memory expansion card, which transforms physical memory into a dynamically scheduled memory buffer pool, allowing for elastic expansion of GPU computing resources [1][2] - The new product aims to address the high costs associated with traditional GPU memory expansion and improve the scalability and multi-tasking capabilities of AI models [1][3] Company Overview - Fourth Paradigm's "Virtual VRAM" can expand the virtual memory capacity of a single GPU card up to 256GB, significantly enhancing the performance of existing NVIDIA GPUs without requiring hardware changes [2] - The product targets two main application scenarios: alleviating memory shortages during single-card operations and enabling multiple models to be deployed on the same GPU in low-load situations [2] Industry Implications - As the number and parameter scale of AI models continue to grow rapidly, memory capacity has become a key factor in building AI capabilities and controlling costs for enterprises [3] - The introduction of "Virtual VRAM" is expected to provide a cost-effective computing expansion solution, helping users maintain high performance while reducing costs [3] - Fourth Paradigm plans to collaborate with more memory manufacturers to further optimize and popularize AI infrastructure [3]

Core Insights - The rapid development of AI large models has highlighted GPU memory capacity as a critical bottleneck for training and inference efficiency [1][3] - Fourth Paradigm has launched the "Virtual VRAM" plug-in virtual memory expansion card, which transforms physical memory into a dynamically scheduled memory buffer pool, allowing for elastic expansion of GPU computing resources [1][2] Company Overview - Fourth Paradigm's "Virtual VRAM" can expand the virtual memory capacity of a single graphics card up to 256GB, significantly enhancing the capabilities of existing GPUs without requiring hardware changes [2] - The product is designed for two main application scenarios: addressing insufficient memory for large model single-card operations and enabling multiple models to be deployed on the same GPU in light-load scenarios [2] Industry Implications - As the number and parameter scale of AI models continue to grow rapidly, memory capacity has become a key factor in building AI capabilities and controlling costs for enterprises [3] - The new product from Fourth Paradigm is expected to provide a cost-effective computing expansion solution, helping users maintain high performance while achieving cost reduction and efficiency improvement [3] - Future plans include collaborations with more memory manufacturers to further optimize and popularize AI infrastructure [3]

Core Insights - The rapid development of AI large models has highlighted GPU memory capacity as a critical bottleneck for training and inference efficiency [1][3] - Fourth Paradigm has launched the "Virtual VRAM" plug-in virtual memory expansion card, which transforms physical memory into a dynamically scheduled memory buffer pool, allowing for elastic expansion of GPU computing resources [1][2] Group 1: Product Features - The "Virtual VRAM" can expand the virtual memory capacity of a single GPU card up to 256GB, significantly enhancing the capabilities of existing NVIDIA GPUs [2] - Users can run larger-scale AI training and inference tasks without needing to replace hardware, thus avoiding additional costs associated with purchasing new GPUs [2] - The product supports various environments, including physical machines, Docker containers, and Kubernetes, allowing for easy deployment without code modification [2] Group 2: Market Implications - As the number and scale of AI models continue to grow, memory capacity has become a key factor in building AI capabilities and controlling costs for enterprises [3] - The new product is expected to provide a cost-effective computing expansion solution, helping users maintain high performance while reducing costs [3] - Fourth Paradigm plans to collaborate with more memory manufacturers to further optimize and popularize AI infrastructure [3]

Investment Rating - The report maintains an "Outperform" rating for the company [1][15]. Core Insights - The company is on a high-growth trajectory, driven by AI technology and strategic initiatives in AI and stablecoin sectors. Revenue forecasts for 2025-2027 are projected at 6.88 billion, 8.86 billion, and 11.28 billion RMB, with EPS estimates of 0.10, 0.54, and 1.14 RMB respectively. A target price of 86.79 HKD is set, reflecting a 4% increase [1][15]. Financial Performance - In the first half of 2025, the company achieved a revenue of 2.63 billion RMB, representing a year-on-year increase of 40.7%. The adjusted net loss narrowed by 71.2% to 0.044 billion RMB. R&D expenses were 0.89 billion RMB, up 5.1% year-on-year, with a research expense ratio of 34.0%, down 11.5% year-on-year [4][16][17]. Business Segmentation - The company's core business, the Prophet AI platform, generated revenue of 2.15 billion RMB in the first half of 2025, a 71.9% increase year-on-year, accounting for 81.8% of total revenue. The SHIFT solutions and AIGS services contributed 0.37 billion RMB and 0.11 billion RMB respectively [4][17]. Strategic Initiatives - The company is deepening its "AI + X" exploration, particularly in AI + energy storage and AI + stablecoin sectors. Collaborations include forming a joint venture to enhance energy station efficiency and developing risk control solutions for stablecoin assets [4][18].

Financial Performance - The company reported revenue of RMB 2,626.5 million for the first half of 2025, representing a year-on-year increase of approximately 40.7%[9]. - The core business, the "4Paradigm Prophet AI Platform," achieved revenue of RMB 2,149.0 million, a year-on-year growth of about 71.9%, accounting for approximately 81.8% of total revenue[9]. - Adjusted net loss attributable to shareholders narrowed to RMB 437.0 million, a reduction of about 71.2% compared to RMB 1,516.0 million in the same period last year[9]. - Total revenue for the first half of 2025 reached RMB 2,626.5 million, a year-on-year increase of 40.7% compared to RMB 1,866.6 million in the same period of 2024[32]. - Revenue from the core Fourth Paradigm Prophet AI platform was RMB 2,149.2 million, accounting for 81.8% of total revenue, with a year-on-year growth of 71.9%[33]. - The period loss narrowed by 56.2% to RMB 73.9 million compared to RMB 168.5 million in the first half of 2024, indicating improved cost control and resource optimization[32]. Research and Development - Research and development expenses amounted to RMB 893.0 million, an increase of approximately 5.1% year-on-year, with a research and development expense ratio of 34.0%, down 11.5% year-on-year[10]. - The company is focusing on key industries and strategic clients for the SHIFT solutions, enhancing the standardization of the 4Paradigm Sage AI platform[25]. - The company aims to build a new AI productivity system through comprehensive upgrades of its AI capabilities, including software and hardware collaboration[20]. Technology and Innovation - The company is focused on the "AI agent + world model" technology path to enhance its AI platform capabilities and drive enterprise AI productivity[10]. - The company aims to create a new AI productivity system by integrating AI agents and vertical world models to provide comprehensive solutions for enterprise clients[11]. - The company launched the "AI agent + industry large model" solutions, resulting in a 20% increase in container yard turnover rates and a 13% production capacity improvement in semiconductor manufacturing[12]. - The AI platform aims to integrate distributed energy resources in virtual power plants, optimizing control and coordination for better market participation[15]. - A joint venture was formed to integrate AI technology with energy storage systems, enhancing operational efficiency and reducing costs through real-time demand-supply forecasting[16]. Consumer Electronics - The "Phancy" consumer electronics business was introduced, featuring AI agent-based hardware and software solutions, with multiple products like smartwatches and smart glasses launched in collaboration with brands such as Lamborghini and Lenovo[13]. - The introduction of the "Phancy" brand is expected to accelerate the expansion of the consumer electronics ecosystem, positioning the company as a leader in AI-integrated products[13]. - The company is actively expanding its consumer electronics business "Phancy" by iterating AI solutions and forming partnerships with international brands and leading chip manufacturers[29]. Financial Position - Total assets as of June 30, 2025, were RMB 7,759.3 million, compared to RMB 7,587.6 million as of December 31, 2024[8]. - Total liabilities decreased to RMB 1,496.6 million from RMB 2,516.8 million as of December 31, 2024[8]. - Cash and cash equivalents totaled approximately RMB 2,698.4 million as of June 30, 2025, up from RMB 1,825.8 million as of December 31, 2024[57]. - Current cash resources amounted to approximately RMB 3,264.8 million as of June 30, 2025, compared to RMB 2,301.0 million as of December 31, 2024[58]. - Current ratio improved to approximately 4.0 as of June 30, 2025, compared to 2.3 as of December 31, 2024, indicating stronger financial risk resilience[60]. Shareholder and Governance - The company has adopted corporate governance standards and believes that good governance is essential for protecting shareholder interests and enhancing corporate value[78]. - The company has complied with the corporate governance code during the reporting period, except for the separation of the roles of Chairman and CEO[78]. - The company did not declare any interim dividend for the six months ending June 30, 2025, consistent with the previous period[91]. - The company established a joint venture with Jiuyang Technology on July 27, 2025, holding 51% of the equity, focusing on fintech services[77]. Market and Strategic Initiatives - The company is exploring new business models and growth opportunities through AI applications in emerging markets such as AI + stablecoins and AI + energy storage[29]. - The company aims to maintain its leading position in the enterprise AI market by continuously improving its AI capabilities and expanding its product offerings[28]. - The company is expanding its ecosystem partnerships to enhance product boundaries and resource efficiency in various sectors[24]. Employee and Social Responsibility - The company has made significant investments in social responsibility initiatives, including a RMB 2 million donation for disaster relief in flood-affected areas[31]. - The total employee cost for the reporting period was approximately RMB 156.3 million, covering salaries, bonuses, and other employee benefits[74]. - The company adopted an employee incentive plan on April 25, 2021, and a share option plan on September 19, 2024, to motivate employees for growth and development[75].