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腾讯研究院AI速递 20250819
腾讯研究院· 2025-08-18 16:01
Group 1: Meta's AI Glasses - Meta is set to release its first smart glasses with a display, named Hypernova, priced starting at $800, which is lower than the previously expected price of over $1000 [1] - The glasses feature a small monocular heads-up display (HUD) and a sEMG neural wristband for gesture control [1] - The glasses can display time, weather, notifications, and provide navigation and real-time subtitle translation, weighing approximately 70 grams [1] Group 2: AI Gaming Companion - "Doudou AI" is an AI product focused on gaming companionship, equipped with a vast gaming knowledge base and the ability to read game screens in real-time [2] - The platform offers a variety of character choices, including original characters and well-known content creators, supporting long-term memory and contextual understanding [2] - The subscription model allows unlimited call duration and long-term memory, currently supporting games like "Black Myth: Wukong," "Genshin Impact," and "Stardew Valley" [2] Group 3: AI Game by Cai Haoyu - Cai Haoyu's AI game "Whisper from the Stars" has launched at a price of 27 yuan, allowing players to interact with the AI character Stella in English [3] - The game progresses through dialogue, where players assist Stella, a astrophysics student, in overcoming challenges during her interstellar research [3] - The AI shows good response capabilities and long-term memory, but the gameplay can become slow and lacks clear objectives as it progresses [3] Group 4: AI Models from Multiverse Computing - Spanish company Multiverse Computing has released two compact high-performance AI models: "Super Fly" (94 million parameters) and "Chicken Brain" (3.2 billion parameters), utilizing quantum compression technology [4] - These micro-models can run locally on smartphones, smartwatches, and IoT devices, enabling offline functionality, enhancing privacy, and reducing latency and operational costs [4] - The company, founded by physicist Roman Orus, has developed a model compression technology called CompactifAI and has secured €189 million in funding [4] Group 5: GenFlow 2.0 by Baidu - Baidu Wenku and Baidu Wangpan have launched GenFlow 2.0, the world's first universal intelligent agent that can work with over 100 expert agents simultaneously [5][6] - The system autonomously identifies simple dialogues and complex tasks, completing multiple tasks in parallel within minutes, with a generation speed ten times faster than mainstream products [5][6] Group 6: World Humanoid Robot Games - The first World Humanoid Robot Games concluded in Beijing, featuring 280 teams and over 500 humanoid robots from 16 countries, competing in events like athletics, soccer, martial arts, and scenario challenges [7] - The Yushu Technology H1 robot won championships in the 1500m, 400m, and 4x100m relay, while the Beijing Tiangong team's "Embodied Tiangong Ultra" robot achieved a 21.5-second record in the 100m [7] - The event included innovative scenario competitions to test robots' practical application capabilities in various industries, with the next event scheduled for August 2026 in Beijing [7] Group 7: Huawei's HarmonyOS - Huawei's executive director Yu Chengdong announced that HarmonyOS 5.0 devices have surpassed 10 million units, claiming it has crossed a "survival line" [8] - In response to "Android shell" criticisms, he stated that all applications for HarmonyOS 5.0 and beyond are newly developed, with plans to align functionality with iOS and Android by the end of September [8] - Yu anticipates that HarmonyOS will compete globally, predicting a future where the operating system landscape is divided among three major players, including HarmonyOS [8] Group 8: Hinton's AI Control Warning - AI pioneer Hinton warned at the Ai4 2025 conference that AGI could emerge within years, suggesting that human attempts to control AI will ultimately fail [9] - He proposed that AI will soon evolve self-preservation and control-seeking goals, advocating for the establishment of a "maternal instinct" in AI to ensure it cares for humanity [9] - In contrast, Li Feifei called for a "human-centered AI" approach, emphasizing the importance of maintaining human dignity and autonomy, viewing AI merely as a tool [9] Group 9: Principles for Designers in the AI Era - Outstanding designers should focus on creation rather than just illustration, turning blueprints into reality [10] - Essential skills for adapting to the AI era include agile iteration, building rather than piling up, and understanding technological trends [10] - Human empathy remains a timeless advantage, as top designers infuse human warmth into cold algorithms to create truly engaging experiences [10] Group 10: Nvidia's Research on Small Models - Nvidia's latest research indicates that small models may outperform large models in agent tasks, achieving lower resource consumption and greater flexibility [11] - Small models can reduce inference costs by 10-30 times through GPU resource optimization and task-specific deployment [11] - While small models can quickly adapt to new demands and are easier to deploy in edge computing, they still face challenges such as infrastructure compatibility and low market recognition [11]
鸿蒙5.0跨越“生死线”:从豪赌独行到产业共鸣
Nan Fang Du Shi Bao· 2025-08-18 15:31
Core Viewpoint - Huawei's HarmonyOS 5.0 has surpassed 10 million device activations, marking a significant milestone in the development of China's domestic operating system ecosystem, indicating it has crossed a critical survival threshold [1][4][8] Group 1: Development and Investment - The achievement of over 10 million activations is the result of six years of investment amounting to hundreds of billions of yuan and the efforts of over 10,000 researchers [4][9] - HarmonyOS has undergone a "triple reconstruction" in its technology, achieving a 40% efficiency improvement, reducing cross-device latency to below 5 milliseconds, and obtaining CC EAL5+ international security certification [5][6] - Huawei's annual investment in HarmonyOS development is substantial, with a focus on attracting top talent and incentivizing developers through programs like the "Star Plan" [9][10] Group 2: Ecosystem and Market Position - The real challenge for HarmonyOS lies in building a robust application ecosystem, as evidenced by the failures of other operating systems like Microsoft Windows Phone and Samsung Tizen due to lack of support [6][11] - As of now, the top 20 applications on HarmonyOS have over 2 million downloads, and there are more than 20,000 native applications and services available [6][10] - HarmonyOS has achieved a market share of 19% in China, surpassing iOS and becoming the second-largest operating system [11] Group 3: Future Prospects and Strategic Importance - The success of HarmonyOS is not just about survival but about thriving in the next decade, with its ability to create a unified language for devices in the Internet of Things era [9][11] - Huawei aims for HarmonyOS to achieve parity with Android and iOS ecosystems by the end of the year, leveraging its advantage of "one-time development, multi-end deployment" [11]
【公告全知道】液冷服务器+数据中心+第三代半导体+华为+无人机!公司已推出浸没式液冷服务器电源等核心产品
财联社· 2025-08-18 15:12
Group 1 - The article highlights the importance of weekly announcements from Sunday to Thursday, which include significant stock market updates such as suspensions, investments, acquisitions, earnings, and unlocks, helping investors identify potential investment hotspots and avoid black swan events [1] - A company has launched immersion liquid cooling server power supplies and other core products, indicating a focus on liquid cooling servers, data centers, third-generation semiconductors, Huawei, and drones [1] - Another company is mass-producing products for PCB manufacturers and copper foil manufacturers, emphasizing its role in the PCB and advanced packaging sectors, with a direct downstream customer base [1] Group 2 - A company plans to invest 1.9 billion yuan in an intelligent manufacturing project for high-layer computing circuit boards, achieving significant breakthroughs in areas such as 800G high-end switches, which involves CPO, PCB, Huawei, and smart cockpits [1]
光伏行业研究框架培训
2025-08-18 15:10
Summary of the Solar Industry Conference Call Industry Overview - The solar industry value chain includes silicon materials, silicon wafers, solar cells, and modules, with similar supply-demand dynamics across these segments, influenced by profitability pressures in the module segment [1][3][15] - Inverters, brackets, and energy storage devices, which directly serve power plants, have relatively better profitability [1][4] Key Points and Arguments Silicon Material Segment - High technical barriers and significant price volatility characterize the silicon material segment, with leading companies adopting different technological routes [1][5] - Major players like Tongwei and Xiexin represent two distinct technological paths: improved Siemens method and silane fluidized bed method [5] - Investment for a production capacity of 10,000 tons ranges from 600 to 800 million yuan, with a construction period of about 1.5 years [5] Silicon Wafer Segment - The silicon wafer production process has completed major technological changes, with a current investment of approximately 150 to 200 million yuan per GW [6] - The segment faces intense competition and has seen a decline in profitability due to an oversupply of raw materials [6] Solar Cell Segment - The solar cell segment is critical for photovoltaic power generation, focusing on improving conversion efficiency [7][8] - The mainstream technology has shifted to TOPCon, which now holds over 90% market share, while PERC technology is nearing obsolescence [8] Module Production Segment - Module production involves assembling solar cells and requires strong brand power due to the long outdoor usage period [9] - Companies with better market positioning, especially in regions with trade barriers like the U.S., tend to have higher profitability [9] Supporting Materials - The encapsulation film segment is dominated by Foster, which holds over 50% market share, making it difficult for smaller players to remain profitable [10] - The solar glass segment is characterized by high investment costs and long construction periods, with major players like Flat and Xinyi controlling 50% to 60% of the market [11] Inverter Segment - The inverter market is divided into centralized and string inverters, with leading companies like Huawei and Sungrow dominating the centralized inverter market [12][13] - Energy storage inverters are gaining attention due to their higher value and profitability compared to standard inverters [14] Supply-Demand Dynamics - The solar industry is significantly influenced by supply-demand relationships, with optimistic global demand projections of around 1,000 GW of installed capacity over the next 30 years [3][18] - The industry is transitioning to a parity era, where solar power can compete with coal without subsidies [16][17] Current Industry Trends - The industry is experiencing a supply-demand mismatch, leading to profitability pressures, with a global installed capacity exceeding 1,100 GW [19][20] - The stock performance of the solar industry has shifted from being subsidy-driven to being influenced by fundamental changes post-2020 [21] Investment Opportunities - Investors are encouraged to focus on silicon materials and new technologies, as these areas are expected to perform better amid ongoing industry adjustments [24] - Companies with unique advantages, such as integrated components and strong market positions, are also recommended for investment consideration [24]
人形机器人研究框架
2025-08-18 15:10
Summary of Key Points from the Conference Call Industry Overview - The humanoid robot industry is experiencing significant developments, particularly driven by Tesla's advancements and domestic market activities such as acquisitions and IPOs [2][19]. Core Insights and Arguments - **Tesla's Third-Generation Humanoid Robot**: Tesla plans to launch its third-generation humanoid robot in the second half of 2025, with mass production expected in the first half of 2026. This has generated strong market expectations despite the negative impact of the second-generation robot's discontinuation [1][8]. - **Domestic Market Dynamics**: Key events such as Zhiyuan's acquisition of Shuangwei New Materials and the initiation of IPOs by companies like Yushu are positively influencing the industry. The upcoming World Humanoid Robot Conference is also expected to boost development [1][2]. - **Technological Changes**: Attention should be given to advancements in Tesla's third-generation robot, including improvements in screw mechanisms, reducers, motors, and lightweight materials [3][10]. - **Vertical Application Scenarios**: The commercial deployment of humanoid robots is accelerating in sectors like logistics and sanitation, supported by government subsidies [3][5][19]. Important but Overlooked Content - **Actuator Solutions**: There is a notable difference in actuator solutions between domestic and overseas companies. Overseas firms prefer linear actuators for better posture control and precision, while domestic companies mainly use rotary actuators [1][11]. - **Reducer Market**: The cycloidal reducer is gaining attention for its lightweight capabilities using PEEK materials, although the market is more dependent on customer resources than on technological barriers [1][14]. - **Lightweight Materials**: PEEK materials and magnesium alloy injection molding processes are emerging as significant trends, with domestic companies like Zhongyan breaking overseas monopolies, indicating a promising future for lightweight materials in the third-generation robots [1][15]. - **Investment Focus**: Investors should shift their focus from supply-side dynamics to demand-side changes in vertical application scenarios, as these areas are expected to yield substantial growth and investment returns [7][21]. Market Performance - The humanoid robot sector has experienced three phases in 2025: initial growth due to Tesla's production goals, a subsequent decline due to a lack of catalysts and tariff issues, and a recovery driven by new technological innovations and strategic acquisitions [6]. Future Trends - The third-generation robot is expected to feature significant technological improvements, including advanced neural network algorithms, efficient motors, and enhanced battery technology [10][12]. - The market is anticipated to see a resonance effect with the listing of related companies on the A-share market by the end of the year, further stimulating industry growth [9][19]. Conclusion - The humanoid robot industry is poised for growth, driven by technological advancements and increasing demand in specific application areas. Investors are encouraged to focus on core sectors and emerging opportunities to maximize returns [21].
电科数字20250818
2025-08-18 15:10
Summary of Conference Call Notes Company and Industry Overview - The conference call primarily discusses **博汇电子 (Bohui Electronics)** and its advancements in the **digital application** and **high-end electronic equipment** sectors, particularly focusing on AI technology and digital transformation initiatives [2][4][8]. Key Points and Arguments 1. **AI Engineering and Digital Platforms**: - The company is developing an intelligent system comprising three platforms: **智一计算平台 (Zhi Yi Computing Platform)**, **智艺智书平台 (Zhi Yi Smart Book Platform)**, and **智艺元系平台 (Zhi Yi Meta System)**, expected to generate revenue by the first half of 2025 [2][4]. 2. **Order Growth**: - In the first half of 2025, the company secured new orders worth **4.2 billion yuan**, marking a **57% year-on-year increase**, driven by a recovery in the traditional electrical equipment industry and accelerated project deliveries, particularly in the semiconductor manufacturing sector [2][9]. 3. **Specialized Electronic Equipment**: - The company has completed several projects in specialized electronic equipment, including embedded computing for new aircraft, ships, and submarines, and has won a bid for a large database customization project, indicating potential for more orders [2][10]. 4. **Semiconductor Manufacturing Expansion**: - Focused on high-end equipment control modules, the company has expanded into motion control applications, resulting in significant contract order growth in the semiconductor manufacturing sector [2][11]. 5. **AI Product Development**: - The company is optimistic about AI products, including intelligent systems and edge computing products, which are expected to see high growth rates. AI solutions are anticipated to improve gross margins compared to traditional business lines [5][17][20]. 6. **Data Governance Tools**: - Emphasis on data governance tools such as data engines, IoT platforms, and digital twin engines, which are being widely applied across various industry projects [6][7]. 7. **Industry Collaboration**: - The company collaborates with major partners like **华为 (Huawei)** and **海光 (Haiguang)** to develop generative AI integrated machines and participates in national and provincial industrial collaboration projects [5][6][7]. 8. **Market Outlook**: - The company maintains a positive outlook for the second half of 2025, particularly in sectors like finance, manufacturing, and transportation, driven by investments in AI technology and digital transformation [14][15]. 9. **International Market Performance**: - The overseas market, particularly in Hong Kong, experienced a **20% decline** in the first half of the year due to project delays, but the company remains optimistic about future performance [21][22]. 10. **Future Orders and Market Expansion**: - In the semiconductor and commercial aerospace sectors, the company expects to exceed last year's total order volume, with significant progress in low-altitude economy and rail transit sectors [23]. Additional Important Insights - The company has completed a full transition to domestic product design and manufacturing since 2018, which has led to high initial costs but is expected to reduce operational costs as production scales up [13]. - The integration of AI capabilities into traditional business models is seen as a key driver for future growth, with a focus on enhancing customer solutions and operational efficiency [20]. This summary encapsulates the critical insights from the conference call, highlighting the company's strategic direction, market performance, and future growth potential in the digital and electronic sectors.
债市波动率回升?- 每周债市超话
2025-08-18 15:10
Summary of Key Points from Conference Call Records Industry Overview - The records primarily discuss the **debt market** and **government debt management** in **Guizhou Province** within the context of the broader **Chinese economy**. Core Insights and Arguments 1. **Debt Cycle and Government Leverage** The current debt cycle is in a clearing phase, with the government increasing leverage to replace some corporate and household debt, leading to a significant rise in government bonds supporting social financing growth [2][5][6] 2. **Impact of Local Government Bond Issuance** After September, the issuance of local government bonds is expected to decrease, making the improvement of household and corporate financing crucial for future economic performance [2][5] 3. **Monetary Policy Outlook** The monetary policy is currently in a waiting phase, with expectations of new easing measures potentially being introduced by the end of Q3 or early Q4 2025. The focus remains on maintaining a moderately loose monetary policy to lower social financing costs [3][4][6] 4. **Short-term Liquidity Risks** There is currently low risk in short-term liquidity, with funding prices remaining stable and consistent with 2022 levels. Structural monetary policy and reduced government bond issuance have limited liquidity shocks [7] 5. **Bond Market Volatility** Recent volatility in the bond market is characterized by widening yield spreads and increased fluctuations in long-term yields, with daily fluctuations in 10-year and 30-year government bonds exceeding 3 basis points [8] 6. **Long-term Yield Trends** Long-term yield adjustments show a trend of gradually decreasing peaks, with recent high points around 1.80%, down from nearly 1.9% earlier in the year [9] 7. **Guizhou's Debt Management Progress** Guizhou has made significant progress in managing local government debt through various measures, including the use of high-interest debt replacement strategies [10][16] 8. **Government Fund Revenue Performance** Guizhou's government fund revenue has remained robust, with consistent annual figures exceeding 2,000 billion since 2020, indicating effective fiscal management despite overall economic challenges [12] 9. **Investment Opportunities in Guizhou** Post-debt resolution, Guizhou presents investment opportunities, particularly in traditional urban investment projects and new market-oriented entities, which are expected to receive substantial support [21][22] Other Important but Overlooked Content 1. **Regional Economic Disparities** There are notable differences in economic and fiscal strength between Guizhou's major cities, such as Guiyang and Zunyi, affecting their debt issuance capabilities [13] 2. **Guizhou's Industrial Development** Despite perceptions of economic weakness, Guizhou is actively pursuing industrial development, with local governments shifting focus from debt resolution to fostering new financing needs and supporting local enterprises [20] 3. **Non-standard Debt Replacement** The replacement of non-standard debt is progressing slowly, with expectations for implementation starting in 2025, indicating a cautious approach to managing complex financial instruments [17] 4. **Bank Lending Practices** Major state-owned banks dominate the lending landscape in Guizhou, with limited participation from smaller commercial banks, reflecting a concentration of financial resources [18] 5. **Special Debt Issuance** Guizhou has achieved significant results in issuing special refinancing bonds, ranking among the top provinces in terms of issuance volume, which is critical for managing fiscal pressures [19]
3700点后,哪个方向收益最高?
2025-08-18 15:10
Summary of Key Points from Conference Call Records Industry or Company Involved - A-share market, particularly focusing on sectors such as biotechnology, finance, computing power, and technology innovation Core Insights and Arguments 1. **Market Performance**: From January to August 2025, the A-share market saw significant growth, particularly in biotechnology, finance, and computing power sectors, suggesting investors should focus on industry comparisons to find high-return opportunities [1][2] 2. **Technology Innovation**: Artificial intelligence (AI) and robotics are highlighted as having high return potential, with a notable increase in domestic TOKEN consumption, indicating a surge in demand for computing power [1][3] 3. **Biotechnology Sector**: The sector benefited from numerous BD authorization events in the first half of the year, with easing US-China trade tensions positively impacting performance [3] 4. **Rare Earth Sector**: The rare earth sector shows significant price increase potential due to domestic price differences and has seen substantial growth since July, indicating long-term investment value [1][5] 5. **Financial Sector**: The financial sector is experiencing improvements due to the stablecoin market and overall market recovery, with noticeable enhancements in brokerage and investment banking services [1][5] 6. **Internet Technology Companies**: These companies are enhancing competitiveness through improved logistics and robotics, potentially reversing previous downturns [1][5] 7. **Consumer Sector Outlook**: For 2026, the consumer sector is expected to rebound significantly despite a lackluster performance in 2025, with improved earnings and low valuations [1][6] 8. **AI Computing Power Development**: The demand for AI computing power is surging, with significant increases in daily usage of AI models, indicating a robust growth trajectory for the sector [7] 9. **Huawei's Technological Advancements**: The launch of Huawei's P80 smartphone with the Kirin 2.0 chip marks a significant breakthrough in chip design, positively impacting the consumer electronics supply chain [9] 10. **US-China Tariff Negotiations**: Ongoing negotiations may lead to a new balance that could lower domestic inflation in the US and improve pricing for Chinese rare earth exports, maintaining long-term investment value in the sector [10] 11. **Internet Sector's Response to Competition**: Major internet companies are shifting from aggressive subsidy strategies to a focus on quality and sustainable growth, indicating a healthier competitive landscape [11][12] 12. **Traditional Industries Performance**: Traditional sectors like banking, steel, and coal are underperforming due to overcapacity issues, while emerging sectors such as communication and electronics show greater potential [16] 13. **Pharmaceutical Sector Outlook**: The pharmaceutical and biotechnology sectors are in a middle state, with future opportunities dependent on sustained BD authorizations and performance improvements [17] 14. **Market Trends**: Market hotspots are shifting from pharmaceuticals and finance to technology innovation, rare earths, and internet sectors, with expectations of a period of consolidation following recent gains [18] Other Important but Possibly Overlooked Content - The significant increase in daily TOKEN consumption from 100 billion to 30 trillion indicates a more than 300-fold growth, reflecting a massive surge in computing power demand [3] - The financial sector's performance is closely tied to the recovery of the stablecoin market and overall market conditions, suggesting a need for further catalysts for sustained growth [14] - The internet sector's transition towards a healthier operational model may lead to improved long-term sustainability and profitability [11][12]
电子行业点评报告:AIScale-Up趋势下,交换芯片迎千亿空间
Soochow Securities· 2025-08-18 15:09
Investment Rating - The report maintains an "Overweight" rating for the electronic industry [1] Core Insights - The AI Scale-Up trend is expected to create a market space worth hundreds of billions for switch chips by 2025 [1] - Key companies recommended for investment include Shengke Communication and Haiguang Information, with a suggestion to pay attention to Lankai Technology [2] Industry Trends - The report highlights a shift in the industry from "computing power" to "operational power" in the inference era, emphasizing the need for lower latency and higher bandwidth through Scale-Up networks [5] - The AI server market is projected to grow significantly, with a compound annual growth rate of approximately 27.2% from 2022 to 2029, leading to a doubling of the switch chip market size from 2025 to 2027 [5][11] - The estimated market size for switch chips is projected to reach approximately 49.139 billion yuan in 2025 and expand to about 102.223 billion yuan by 2027 [5][11] Company Summaries - Shengke Communication is advancing high-spec Ethernet switch chips with a maximum port rate of 800G and a switching capacity of 12.8T/25.6T, with small-scale deliveries expected in 2024 [5] - Haiguang Information is engaged in advanced packaging and high-bandwidth, low-latency Chiplet interconnect research, covering PCIe and CXL support [5] - Lankai Technology has released PCIe 6.x/CXL 3.x Retimer and has already sent samples to customers, with previous versions already in mass production [5] Valuation of Key Companies - Shengke Communication has a total market value of 38.548 billion yuan, with a closing price of 94.02 yuan and an EPS forecast of -0.07 for 2025 [6] - Haiguang Information has a total market value of 354.717 billion yuan, with a closing price of 152.61 yuan and an EPS forecast of 1.23 for 2025 [6]
国内外AI服务器Scale up方案对比
傅里叶的猫· 2025-08-18 15:04
Core Viewpoint - The article discusses the comparison of Scale Up solutions among major domestic and international companies in AI data centers, highlighting the importance of high-performance interconnect technologies and architectures for enhancing computational capabilities. Group 1: Scale Up Architecture - Scale Up enhances computational power by increasing the density of individual servers, integrating more high-performance GPUs, larger memory, and faster storage to create "super nodes" [1] - It is characterized by high bandwidth and low latency, making it suitable for AI inference and training tasks [1] - Scale Up often combines with Scale Out to balance single-machine performance and overall scalability [1] Group 2: NVIDIA's NVLink Technology - NVIDIA employs its self-developed NVLink high-speed interconnect technology in its Scale Up architecture, achieving high bandwidth and low latency for GPU interconnects [3] - The GB200 NVL72 cabinet architecture integrates 18 compute trays and 9 NVLink switch trays, utilizing copper cables for efficient interconnect [3] - Each compute tray contains 2 Grace CPUs and 4 Blackwell GPUs, with NVSwitch trays equipped with NVSwitch5 ASICs [3] Group 3: Future Developments - NVIDIA's future Rubin architecture will upgrade to NVLink 6.0 and 7.0, significantly enhancing bandwidth density and reducing latency [5] - These improvements aim to support the training of ultra-large AI models with billions or trillions of parameters, addressing the growing computational demands [5] Group 4: Other Companies' Solutions - AMD's UALink aims to provide an open interconnect standard for scalable accelerator connections, supporting up to 1024 accelerators with low latency [16] - AWS utilizes the NeuronLink protocol for horizontal scaling, enhancing interconnect capabilities through additional switch trays [21] - Meta employs Broadcom's SUE solution for horizontal scaling, with plans to consider NVIDIA's NVLink Fusion in future architectures [24] Group 5: Huawei's Approach - Huawei adopts a multi-cabinet all-optical interconnect solution with its Cloud Matrix system, deploying Ascend 910C chips across multiple racks [29] - The Cloud Matrix 384 configuration includes 6912 optical modules, facilitating both Scale Up and Scale Out networks [29]