Core Viewpoint - The A-share market is experiencing a significant trading surge, with total trading volume exceeding 3.7 trillion yuan, setting a new historical record, and ETF trading volume surpassing 670 billion yuan, creating a new single-day record for ETFs [1] Market Performance - As of 14:38 on January 14, the total market trading volume exceeded 3.7 trillion yuan, an increase of over 360 billion yuan compared to the same time the previous day [1] - The ETF trading volume reached over 670 billion yuan, surpassing the previous record of 642.05 billion yuan set on October 14, 2025 [1] - Sectors such as AI applications, cloud computing, communication equipment, and semiconductors showed significant gains, while the CSI A500 index experienced fluctuations [1] Market Outlook - According to Everbright Securities, the short-term market enthusiasm is expected to continue due to ongoing policy support and anticipated economic growth within a reasonable range, which will further solidify the foundation for the capital market's prosperous development [1] - The release of policy dividends is expected to boost market confidence and attract various types of capital inflows [1] Index Composition - The CSI A500 index is composed of 500 stocks with large market capitalization and good liquidity, balancing industry representation and market capitalization [1] - The index has a high proportion of emerging sectors such as the AI industry chain, new energy, and biomedicine, achieving a dual drive of "core assets" and "new productive forces" [1]

Group 1 - The core viewpoint is that the global pricing of non-ferrous metal commodities will continue to be reassessed until 2026, with specific demand and supply dynamics influencing prices [1] - The demand for electrolytic aluminum is expected to grow due to industries such as machinery, communication, and transportation, while supply is constrained by domestic limitations and slower-than-expected overseas project completions, leading to a potential increase in aluminum prices [1] - Copper demand is supported by sectors like power grids, data centers, and energy storage, alongside policy guidance from the National Development and Reform Commission aimed at reducing competition in copper smelting [1] Group 2 - The Aluminum Oxide market is facing supply contraction expectations due to domestic supply controls and Guinea, a major bauxite-producing region, nearing a loss threshold [1] - The Non-ferrous 60 ETF (159881) tracks the CSI Non-ferrous Index (930708), which selects listed companies involved in the mining, smelting, and processing of non-ferrous metals, covering sectors such as copper, gold, aluminum, rare earths, and lithium [1]

Report Overview - The report is titled "Guangda Futures Black: Iron Ore Basis and Spread Monitoring Daily Report" dated January 14, 2026, and it provides data on iron ore contract spreads, basis, and variety spreads [1]. 1. Contract Spreads - The closing prices of I05, I09, and I01 contracts are 819.5, 798.0, and 830.0 respectively, showing changes of -3.0, -4.0, and -34.0 from the previous day [3]. - The spreads of I05 - I09, I09 - I01, and I01 - I05 are 21.5, -32.0, and 10.5 respectively, with changes of 1.0, 30.0, and -31.0 from the previous day [3]. 2. Basis 2.1 Basis Data - For various iron ore varieties such as Carajás fines (Carajás fines), BRBF, Newman fines, etc., the report shows their current prices, previous day prices, price changes, delivery costs, current basis, previous day basis, and basis changes [5]. - For example, the current price of Carajás fines is 908, down 12.0 from the previous day, with a delivery cost of 868, and the current basis is 49, down 10 from the previous day [5]. 2.2 Basis Charts - There are multiple charts showing the basis of different iron ore types including Brazilian fines, Australian medium - grade fines, Australian low - grade fines, domestic ores, etc. over time [7][8][9]. 3. Variety Spreads 3.1 Variety Spread Data - The report presents data on spreads between different iron ore varieties such as PB lump - PB fines, Newman lump - Newman fines, etc. [12]. - For instance, the spread of PB lump - PB fines is 66.0, down 3.0 from the previous day, and the spread of PB fines - mixed fines is 69.0, up 6.0 from the previous day [12]. 3.2 Variety Spread Charts - There are numerous charts depicting different types of variety spreads including lump - fines spreads, high - medium grade fines spreads, medium - low grade fines spreads, etc. [15][16][18][19]. 4. Rule Adjustments - Since December 2, the main iron ore contract is I2205. According to relevant regulations, 4 new deliverable varieties are added (Benxi Steel concentrate, IOC6, KUMBA, Ukrainian concentrate), and brand premiums for all are 0 starting from the I2202 contract [10]. - The brand premiums of existing varieties are adjusted. Only PB fines, BRBF, and Carajás fines have a brand premium of 15 yuan/ton, and the rest are 0 yuan/ton [10]. - The allowable ranges of quality indicators for substitutes and their quality premiums are modified, and a dynamic adjustment mechanism for iron element premium values (X) is introduced [10]. - Four new deliverable brands (Taigang concentrate, Magang concentrate, Minmetals standard fines, SP10 fines) are added with brand premiums of 0 yuan/ton, and the adjusted deliverable brands and premiums apply to contracts starting from I2312 [10][11]. 5. Research Team - The black research team includes Qiu Yuecheng, Zhang Xiaojin, Liu Xi, and Zhang Chunjie, each with their own professional experience and qualifications [22].

Market Overview - The three major indices collectively rebounded on January 14, with the Shanghai Composite Index rising by 1.2%, the Shenzhen Component Index by 1.98%, and the ChiNext Index by 2.24%. Over 4,700 stocks in the market rose, with more than 100 stocks hitting the daily limit. The trading volume in the Shanghai and Shenzhen markets reached 2.22 trillion yuan, a decrease of 215.5 billion yuan compared to the previous trading day [1]. Sector Performance AI Applications - The AI application sector continued to strengthen, with stocks like Zhejiang Wenlian rising for three consecutive days, and Shiji Information hitting the daily limit. Other notable performers included Guangyun Technology and Zhidema, both rising over 10%. This surge follows Google's announcement of partnerships with major retailers and the launch of an open-source AI protocol for e-commerce [2]. Nonferrous Metals - The nonferrous metals sector experienced a rally, particularly in small and precious metals. Xianglu Tungsten Industry hit the daily limit, while Huaxi Nonferrous, Xingye Silver, and Xiamen Tungsten Industry reached historical highs. The tungsten market has seen significant price increases, with tungsten powder prices exceeding 1.1 million yuan per ton [3]. Semiconductor Equipment - Semiconductor equipment stocks saw continued growth, particularly in the cleanroom segment. Stocks like Shenghui Integration and Yashang Integration hit the daily limit and reached historical highs. The demand for equipment is expected to rise due to increased capacity utilization in domestic wafer fabs and the AI-driven storage supercycle [4]. Quantum Technology - The quantum technology sector experienced fluctuations but ultimately rose, with stocks like Demai Chemical hitting the daily limit. The Ministry of Industry and Information Technology has indicated a focus on quantum technology and brain-computer interfaces during the 14th Five-Year Plan [5]. Institutional Insights Market Outlook - According to Everbright Securities, the recent market adjustment is primarily due to profit-taking, but the overall market sentiment remains optimistic. The indices are expected to undergo a period of consolidation, with structural trends likely to continue [6][7]. AI in Healthcare - CITIC Securities reports that AI in healthcare is set to accelerate the restructuring of the trillion-yuan pharmaceutical market. By 2026, the commercialization of AI in healthcare is expected to become more certain, with a focus on AI drug development and medical data circulation [8]. Brain-Computer Interface Technology - Galaxy Securities notes that brain-computer interface technology is transitioning from laboratory research to industrial production, with significant developments expected from companies like Neuralink. The industry is supported by various policies aimed at promoting commercialization and innovation [9]. Space Photovoltaics - Guojin Securities highlights that space photovoltaics will emerge as a leading sector in the new energy market by 2026, driven by its high value and market recognition. The recent cancellation of export tax rebates is expected to create a "window" for companies to adjust before the seasonal downturn [10].

Core Viewpoint - The report from Everbright Securities predicts that the total wealth management scale in the market will grow by approximately 3.5 trillion yuan to 33-34 trillion yuan by 2025, driven by multiple factors including deposit "disintermediation," valuation adjustments, and the expansion of products with rights [1] Wealth Management Scale - Deposit "disintermediation" remains a crucial support factor, but the growth pace may experience fluctuations; a neutral estimate suggests an increase of around 3 trillion yuan [2] - The maturity of deposits over 2 years for listed banks in 2026 is estimated to be about 41 trillion yuan, an increase of approximately 9 trillion yuan year-on-year [2] Product Layout - The focus is on building a stable low-volatility base while actively expanding products with rights; it is estimated that wealth management could bring in 150-300 billion yuan to the stock market in 2026 [3] - The growth of "fixed income+" wealth management products is projected to be 1.5 trillion yuan in 2025, with a nearly 16% increase in the existing scale by year-end compared to the beginning of the year [3] Asset Allocation - There is a rigid allocation to deposit-type assets, with a shift towards multi-asset and multi-strategy approaches to seek returns; potential marginal changes may lead to a shift in wealth management preferences from deposits to bond-type assets [4] - The report outlines that deposits and specific private bonds will maintain a certain allocation strength, while the demand for short-term bond allocations is expected to remain strong [4] Wealth Management Operations - Performance benchmarks are expected to face downward pressure, with potential liquidity concerns; the "true net value" operation model may lead to weaker customer experience in wealth management returns in 2026 [5] - Factors such as increased liquidity reserves and enhanced investor tolerance are expected to mitigate redemption pressures [5] Competitive Landscape - The market share of wealth management companies is expected to continue rising, with channel factors being a significant variable affecting the competitive landscape [6] - Future changes in the competitive landscape may include further penetration of distribution channels into county-level regions, enhancing customer reach [6]

Core Viewpoint - The report anticipates that the total wealth management scale in the market will grow by approximately 3.5 trillion yuan to reach 33-34 trillion yuan by 2025, driven by multiple factors including deposit "disintermediation" and the expansion of wealth management products [4]. Group 1: Wealth Management Scale - Deposit "disintermediation" remains a crucial support factor, but the growth pace may experience fluctuations; a neutral estimate suggests an increase of around 3 trillion yuan in 2026 [4]. - The maturity of over 41 trillion yuan in deposits from listed banks in 2026 is expected, with a year-on-year increase of approximately 9 trillion yuan [4]. - Factors such as the "true net value" operation leading to increased yield volatility and pressure on "ranking" product scales may cause fluctuations in the growth pace of wealth management [4]. Group 2: Product Layout - The focus is on building a stable low-volatility foundation while actively expanding rights-containing products, with an estimated 150-300 billion yuan in funds expected to flow into the stock market from wealth management in 2026 [5]. - The "fixed income +" wealth management scale is projected to grow by 1.5 trillion yuan in 2025, with a nearly 16% increase in the existing scale by year-end compared to the beginning of the year [5]. - Regulatory bodies are conducting research on the challenges and bottlenecks regarding wealth management funds entering the market, indicating a strong demand for expanding rights-containing products [5]. Group 3: Asset Allocation - There remains a rigid allocation to deposit-type assets, with a shift towards multi-asset and multi-strategy approaches to enhance returns [6]. - The report suggests that the allocation to bonds may increase if the relative "cost-effectiveness" of deposits and bonds changes, alongside changes in the stability of wealth management liabilities [6]. - The forecast for wealth management's bond allocation indicates a strong demand for short-term bonds, while the capacity for mid to long-term allocations may decrease, leading to a steepening yield curve [6]. Group 4: Wealth Management Operations - The performance benchmarks for wealth management are expected to face downward pressure, with potential for increased net value drawdown risks [7]. - The "true net value" operation model may lead to a weaker customer experience in terms of returns in 2026 compared to the previous year [7]. - Despite these challenges, factors such as increased liquidity reserves and regulatory support for liquidity are expected to mitigate redemption pressures [7]. Group 5: Competitive Landscape - The market share of wealth management companies is expected to continue rising, with channel factors being a significant variable affecting the competitive landscape [8]. - The distribution channels for wealth management are anticipated to further penetrate county-level regions, enhancing customer reach and potentially increasing market share [8]. - The number of wealth management institutions is expected to remain stable, with the possibility of new institutions being established [8].

点击注册小程序 查看完整报告 特别申明： 本订阅号中所涉及的证券研究信息由光大证券研究所编写，仅面向光大证券专业投资者客户，用作新媒体形势下研究 信息和研究观点的沟通交流。非光大证券专业投资者客户，请勿订阅、接收或使用本订阅号中的任何信息。本订阅号 难以设置访问权限，若给您造成不便，敬请谅解。光大证券研究所不会因关注、收到或阅读本订阅号推送内容而视相 关人员为光大证券的客户。 报告摘要 1、前言 混合神经网络是指整合了多种神经网络架构的深度学习模型。这类模型通过多层架构实现网络接力式思考，融 合不同类型网络优势，从而实现模型学习能力和性能的提升。在金融时间序列分析上，常见的混合神经网络组 合包括CNN-GRU-ATT、CNN-LSTM-ATT等。其中，CNN（卷积神经网络）具备捕捉局部短期特征的能力， 能够学习短时间内的波动规律；GRU（门控神经网络）和LSTM（长短期记忆神经网络）均属于具有时序记忆 功能的RNN（循环神经网络）的变体，擅长学习长期趋势的特征；ATT（注意力机制）则能调节模型注意力权 重，使其聚焦于重要的时间节点。 3、研究设计 本篇研究的核心思路是将单一神经网络模型与混合神经网络模型进行对 ...

Group 1 - The article discusses the prediction of medium to long-term government bond yields using a mixed neural network model that incorporates macroeconomic factors, monetary policy, and market sentiment [5] - The optimal model predicts that the ten-year government bond yield will decrease by approximately 3 basis points (BP) from the end of January 2026 to the end of February 2026, and by about 6 BP from the end of 2025 to the end of 2026 [5] Group 2 - In the banking sector, the total market wealth management scale is expected to grow by around 3.5 trillion yuan, reaching approximately 33-34 trillion yuan by 2025, driven by factors such as deposit disintermediation and the release of floating profits [5] Group 3 - In the real estate market, the new housing transaction area in 30 core cities is projected to decline by 19% year-on-year in 2025, while the average transaction price is expected to increase by 0.7% year-on-year [6] - The average price of second-hand houses in key cities for 2025 is reported as follows: Beijing at 28,194 yuan per square meter (up 2.6% year-on-year), Shanghai at 36,962 yuan per square meter (down 4.4%), Guangzhou at 25,832 yuan per square meter (down 7.1%), and Shenzhen at 56,703 yuan per square meter (down 1.6%) [6]

Group 1 - The core viewpoint of the announcement is that Guangming Real Estate Group Co., Ltd. has received a report from Everbright Securities Co., Ltd. regarding the annual sponsorship work for the equity division reform for the year 2025 [1] - The report indicates that Everbright Securities has diligently fulfilled its continuous supervision responsibilities as the sponsor for the equity division reform of Guangming Real Estate [1] - The announcement emphasizes the company's commitment to ensuring the accuracy and completeness of the information disclosed, as well as the accountability of the board of directors [1][3] Group 2 - The announcement specifies that the report will be detailed in the Shanghai Securities Journal, Securities Times, and on the Shanghai Stock Exchange website on January 14, 2026 [1] - The company urges investors to pay attention to the designated information disclosure media for updates [2]

Investment Rating - The report maintains a "Buy" rating for the banking sector [5] Core Insights - In 2025, the total market wealth management scale is expected to grow by approximately 3.5 trillion to reach 33-34 trillion, driven by factors such as deposit disintermediation, the release of valuation adjustments, and the expansion of products with embedded rights [1][14][15] - For 2026, the growth of wealth management is projected to continue, albeit with potential fluctuations in the growth pace due to various market dynamics [21] Summary by Sections Wealth Management Scale - Deposit disintermediation remains a crucial support for wealth management scale growth, with a neutral estimate of an increase of around 3 trillion for 2026, leading to an expected year-end scale of 36-37 trillion [1][21] - The maturity of deposits over 2 years for listed banks is estimated at approximately 41 trillion, with a year-on-year increase of about 9 trillion, which may intensify the competition between deposits and wealth management products [24][21] Product Layout - The report highlights a focus on maintaining a stable base with low volatility while actively expanding products with embedded rights, predicting that wealth management could bring in 150-300 billion in equity market allocations in 2026 [2][61] - The "fixed income plus" wealth management products are expected to grow by 1.5 trillion in 2025, with a year-end scale increase of nearly 16% [2][52] Asset Allocation - There is a rigid allocation towards deposit-type assets, with a shift towards multi-asset strategies to enhance returns, while the potential for a shift in allocation from deposits to bond-type assets is being monitored [3][60] - The report anticipates a strong demand for short-term bond allocations, while the capacity for mid to long-term allocations may decrease, leading to a steepening yield curve [3][60] Wealth Management Operations - The performance benchmarks for wealth management are expected to face downward pressure, with potential liquidity concerns being minimal due to ample liquidity reserves and regulatory support [4][32] - The competitive landscape is evolving, with wealth management companies increasing their market share, driven by channel factors and the need for enhanced customer reach [4][5] Competitive Landscape - The report notes that the market share of wealth management companies is likely to continue rising, with distribution channels expanding into rural areas and non-licensed institutions gradually exiting the market [4][5]