Core Viewpoint - The article discusses the challenges and solutions related to the adaptation of large models to domestic chips in China, emphasizing the need for a collaborative platform to bridge the gap between model development and chip compatibility [2][3][35]. Group 1: Model Adaptation Challenges - The successful deployment of large models requires overcoming three main hurdles: adapting the inference engine, adapting the computing platform, and adapting the upper scheduling for business system integration [9][10]. - Current tools for supporting large model inference and adaptation are diverse, but the challenge lies in effectively connecting and coordinating these fragmented tools and experiences [11]. Group 2: Collaboration Initiatives - The "Model Inference Adaptation Collaboration Plan" was launched by the Modelers community to gather developers, algorithm teams, chip manufacturers, and inference tool partners to build an open-source collaborative ecosystem [5][30]. - The community upgraded its "Mirror Center" to a "Tool Center," elevating the importance of the toolchain to be on par with model libraries and datasets [13][14]. Group 3: Community Engagement and Development - The community introduced a "Collaboration Space" where all users can submit pull requests (PRs) to contribute to documentation, adaptation code development, and optimization of inference configurations [20][29]. - The collaboration mechanism aims to aggregate dispersed adaptation efforts into a unified platform, allowing for easy downloading and secondary development [29]. Group 4: Industry Partnerships - The community collaborates with various domestic computing power manufacturers to provide developers with hardware, tools, and technical support [31]. - The initiative also integrates a diverse ecosystem of adaptation and inference software, helping developers quickly master the adaptation toolchain [32]. Group 5: Future Prospects - The "Adaptation Plan" will continue to be open for more chip manufacturers, model developers, and developers to join, with a focus on standardizing adaptation technology [34]. - If successful, this collaborative mechanism could address the critical "coordination shortfall" in the domestic chip ecosystem, facilitating the systematic implementation of models on chips [35].

Macro Insights - The macro policy for the second half of the year may involve non-traditional measures, with a focus on price stability and the marginal improvement of asset prices, particularly in equity products [2][32] - The "anti-involution" policy is expected to drive companies to reduce capital expenditures and clear excess capacity, leading to improved economic supply-demand relationships and enhanced corporate profitability [3][44] Strategy Insights - The "anti-involution" trend is identified as a key driver for a bullish market, with high-quality stocks likely to play a crucial role in pushing indices higher [3][44] - AI is recognized as a core driver of the current technological revolution, creating investment opportunities across multiple industries in the A-share market [3][44] - Key sectors to watch in July include solid-state batteries, domestic computing power, non-bank financials, defense and military, and innovative pharmaceuticals, all showing signs of marginal improvement [3][44] Market Performance - The Shanghai Composite Index closed at 3510.18, reflecting a weekly increase of 1.09% [5][7] - The Shenzhen Component Index closed at 10696.10, with a weekly increase of 1.78% [8] Economic Indicators - The manufacturing PMI rose to 49.7% in June, indicating a slight recovery, while the construction PMI significantly improved to 52.8% due to accelerated infrastructure projects [12][13] - Consumer spending showed mixed results, with significant growth in automobile and home appliance sales driven by government subsidies, while other sectors like clothing and cosmetics remained weak [13][14] Industry Trends - The real estate market continues to face challenges, with declining sales and investment, leading to a negative outlook for related sectors [13][14] - The "anti-involution" policy is expected to address price competition and improve product quality, particularly in the durable consumer goods sector [30][44]

Investment Rating - The industry maintains a "Recommended" investment rating, indicating a positive outlook for the sector's fundamentals and expected performance exceeding the benchmark index [2][39]. Core Insights - The report highlights significant advancements in stablecoins and RWA (Real World Assets) both domestically and internationally, with a focus on the integration of these innovations into traditional finance, suggesting a potential global financial innovation cycle [5][27]. - The report emphasizes the continuous progress in the unmanned logistics sector, particularly through JD Logistics' introduction of self-developed unmanned vehicles and drones, which are expected to enhance operational efficiency and reduce costs significantly [19][21]. - The AI industry is witnessing ongoing developments, particularly in large model applications, with notable advancements from companies like Baidu and Microsoft, indicating a robust growth trajectory in AI-driven solutions across various sectors [23][24]. Summary by Sections RWA and Stablecoin Developments - The report details the launch of stock tokenization services by Robinhood and other platforms, allowing for trading of over 200 US stocks and ETFs with features like zero commission and low trading thresholds [9][11]. - Domestic interest in offshore RMB stablecoins is rising, with companies like JD and Ant Group advocating for regulatory approval to enhance RMB internationalization [14][15]. Unmanned Logistics Updates - JD Logistics has unveiled its self-developed unmanned light truck, capable of a 400 km range and L4 autonomous driving, which can reduce logistics costs by approximately 60% [19][21]. - The report also discusses the launch of JD's intelligent delivery vehicles and drones, designed for various logistics applications, showcasing significant technological advancements in the sector [21][22]. AI Industry Chain Updates - Baidu's release of the ERNIE 4.5 series models marks a significant step in AI model development, with open-source capabilities enhancing accessibility for developers [23]. - Microsoft's AI diagnostic tool demonstrates a fourfold improvement in disease diagnosis accuracy compared to human doctors, indicating the transformative potential of AI in healthcare [24]. Market Performance Review - The computer sector experienced a decline of 1.28% in the first week of July 2025, with notable stock performances from companies like Xuanji Information and ST Saiwei [29][30].

Group 1 - Alibaba sponsors three teams in the Suzhou Super League, including the Changzhou team, highlighting the connection between the team and the platform [2] - OpenAI is adjusting compensation to retain talent after Meta successfully recruited several senior researchers, with a high signing bonus reported [2] - Nvidia recruits two Chinese AI experts, focusing on model post-training, effect evaluation, agent development, and AI infrastructure [3] Group 2 - Gree Electric's chairman states that Gree Titanium has not transferred debts and has not affected dividends, urging investors for patience [5] - Xiaopeng Motors' CEO emphasizes the importance of corporate social responsibility in the automotive industry, suggesting a positive shift in the market [6] - JD.com clarifies that it has not issued stablecoins and warns the public about misleading information regarding its blockchain technology [6] Group 3 - Evergrande Auto announces it cannot determine the publication date for its 2024 performance report, continuing to operate with limited funds [8] - Meta's CEO announces a major restructuring of the AI team to develop "superintelligence," with new hires from OpenAI and Google [9] - Xiaomi's CEO thanks Xiaopeng for ordering the YU7 model, indicating strong demand and plans for a live Q&A session [9] Group 4 - DJI clarifies that its drone batteries are not affected by new regulations from the Civil Aviation Administration of China [11] - Tencent Games announces a limit of 27 hours of gameplay for minors during the summer vacation period [12] - Apple is considering using external AI technologies from Anthropic or OpenAI to enhance Siri, potentially sidelining its internal models [13] Group 5 - LG Electronics acquires Norwegian company OSO Group to expand into the European HVAC market [16] - IFBH Limited, the parent company of a Thai coconut water brand, sees a significant stock price increase on its first day of trading [16] - Anker Innovations recalls over 80,000 fire protection bags as part of a proactive recall of its power banks [14] Group 6 - Microsoft delays the mass production of its AI chip Braga to 2026 due to design changes and high employee turnover [14] - Nissan seeks to delay payments to suppliers to improve cash flow amid financial difficulties [14] - Honda postpones the launch of its next-generation fuel cell module factory in Japan due to changes in the global hydrogen market [14] Group 7 - Google launches a virtual dressing application called Doppl, allowing users to try on clothes digitally [17] - Baidu officially open-sources its Wenxin large model 4.5 series, making it available on various platforms [19] - TQ claims to have developed the world's lightest and most efficient electric bicycle motor, weighing only 1.17 kg [19] Group 8 - Kunming introduces new regulations for ride-hailing services, requiring drivers to pass qualification exams [20] - The film "Ne Zha" achieves a total box office of 15.44 billion yuan, breaking multiple records [20]