投资咨询业务资格：证监许可【2011】1778 号 | 商品 | | | | 动力煤 | （元/吨） | | | | --- | --- | --- | --- | --- | --- | --- | --- | | 日期 | 基差 | | | 5月-1月 | | 9月-1月 | 9月-5月 | | 2026/01/13 | -100 | 4 . | 0 | 0 . | 0 | 0 . | 0 0 . | | 2026/01/12 | -101 | 4 . | 0 | 0 . | 0 | 0 . | 0 0 . | | 2026/01/09 | -102 | 4 . | 0 | 0 . | 0 | 0 . | 0 0 . | | 2026/01/08 | -104 | 4 . | 0 | 0 . | 0 | 0 . | 0 0 . | | 2026/01/07 | -108 | 4 . | 0 | 0 . | 0 | 0 . | 0 0 . | www.bcqhgs.com 1 杭州市求是路8号公元大厦东南裙楼1-5层 期货研究报告 宝城期货品种套利数据日报（2026 年 1 月 14 日） 一、动力煤 期货 ...

Core Viewpoint - The article emphasizes the importance of the Chinese asset management industry in the context of the "14th Five-Year Plan," highlighting its role in supporting high-quality economic development and the need for innovation in financial services [1]. Group 1: Political Guidance - The "14th Five-Year Plan" is a critical period for advancing Chinese-style modernization and building a strong financial nation, with a focus on integrating the spirit of the Party's 20th Central Committee into corporate actions [2]. - The company aims to enhance its high-quality development through deepening party leadership and aligning its operations with national strategies, emphasizing the importance of serving the real economy and capital market [2]. Group 2: Focus on Core Responsibilities - The plan calls for improving the inclusiveness and adaptability of capital market systems, which is essential for enhancing service quality and supporting new productive forces [3]. - The company recognizes the significance of developing equity funds to optimize investor structure and market efficiency, positioning it as a core strategy for product development [3]. Group 3: Stability and Long-term Investment - A stable and healthy capital market is crucial for national financial security, with long-term funds playing a key role in mitigating short-term volatility [4]. - The company is committed to promoting a "long money, long investment" ecosystem to enhance market stability and support rational and value-based investment practices [4]. Group 4: International Competitiveness - The company aims to enhance international competitiveness and create a more open and inclusive capital market, aligning with the national strategy for high-level openness [5]. - It has historically led in launching domestic equity QDII funds and participating in various cross-border investment initiatives, establishing a significant presence in the Hong Kong market [5]. Group 5: Contribution to Key Financial Areas - The company is focused on developing "five major areas" of finance: technology finance, green finance, inclusive finance, pension finance, and digital finance, as a means to support high-quality economic development [6]. - It aims to build capabilities that align with these areas, enhancing its investment research capabilities to support technological and industrial innovation [6]. Group 6: Enhancing Financial Services - The company is committed to improving the diversity, adaptability, and accessibility of its services in inclusive finance, with a focus on enhancing customer experience [7]. - It has served over 220 million clients, reflecting a 58% growth over the past five years, and is transitioning towards a buyer advisory model to better meet client needs [7].

Core Viewpoint - The article discusses the significant increase in various stock indices at the beginning of the year, highlighting a positive market sentiment compared to the previous year's performance [1]. Index Performance Summary - The Sci-Tech Innovation Board Index has risen by 10.19% this year, while the convertible bond equal-weight index has increased by 5.44% [1]. - Other notable indices include: - The Sci-Tech 50 Index up by 9.80% - The CSI 500 Index up by 7.92% - The CSI 1000 Index up by 7.03% - The Shenzhen Component Index up by 4.40% - The Shanghai Composite Index up by 3.82% [1].

Report Overview - The report is a macro financial data daily report released by the Guomao Futures Research Institute's Macro Financial Research Center on January 9, 2026 [3][4] Market Interest Rate - DRO01 closed at 1.27 with a 0.21bp increase; DR007 closed at 1.47 with a 1.15bp increase [4] - GC001 closed at 1.12 with a 50.00bp decrease; GC007 closed at 1.48 with a 5.50bp decrease [4] - SHBOR 3M closed at 1.60 with a 0.20bp decrease; LPR 5 - year remained at 3.50 [4] - 1 - year treasury bond remained at 1.34; 5 - year treasury bond closed at 1.65 with a 0.70bp decrease; 10 - year treasury bond closed at 1.88 with a 0.60bp increase; 10 - year US treasury bond closed at 4.15 with a 0.30bp increase [4] Central Bank Operations - The central bank conducted 286 billion yuan of 7 - day reverse repurchase operations with an operating rate of 1.40% yesterday. With 5288 billion yuan of reverse repurchases maturing, the net withdrawal was 5002 billion yuan [4] - This week, there are 13236 billion yuan of reverse repurchases maturing in the central bank's open market, and 11000 billion yuan of outright reverse repurchases will mature on Thursday, and 600 billion yuan of treasury cash fixed - deposits will mature on Friday [5] Stock Index Futures - The CSI 300 closed at 4738 with a 0.82% decrease; the SSE 50 closed at 3122 with a 0.73% decrease; the CSI 500 closed at 7895 with a 0.25% increase; the CSI 1000 closed at 7972 with a 0.82% increase [6] - The trading volume of IF increased by 6.2% to 119688, and the open interest increased by 2.1% to 288744; the trading volume of IH decreased by 5.7% to 44844, and the open interest increased by 1.0% to 91182; the trading volume of IC decreased by 1.1% to 147847, and the open interest decreased by 2.7% to 294237; the trading volume of IM increased by 10.4% to 196014, and the open interest increased by 0.8% to 374177 [6] Market Analysis - Yesterday, the market sentiment cooled slightly, the commodity market weakened significantly, and the stock index fluctuated with a contraction in trading volume [7] - In the short term, the stock index is expected to remain in a bullish pattern. In 2026, with continuous macro - policy support, moderate inflation recovery, capital market reform, and the role of Central Huijin, the stock index may continue to rise on the basis of 2025. It is recommended that investors take long positions [7] Premium and Discount Situation - The premium and discount rates of IF for the current - month, next - month, current - quarter, and next - quarter contracts are - 0.14%, 2.05%, 2.09%, and 3.07% respectively [8] - The premium and discount rates of IH for the current - month, next - month, current - quarter, and next - quarter contracts are 0.68%, 0.34%, - 0.06%, and 0.64% respectively [8] - The premium and discount rates of IC for the current - month, next - month, current - quarter, and next - quarter contracts are 2.97%, 4.88%, 5.22%, and 7.24% respectively [8] - The premium and discount rates of IM for the current - month, next - month, current - quarter, and next - quarter contracts are 10.07%, 9.71%, 9.74%, and 10.58% respectively [8]

文 | 银行螺丝钉 （转载请注明出处） 大部分投资者对股票指数基金都耳熟能详，但是对债券指数基金知之甚少。债券指数基金该如何投资？ 这里有一门限时免费的福利课程，介绍了债券指数基金的投资方法。 想要获取这个课程，可以添加下方「课程小助手」，回复「 债券 」领取哦～ 更有课程笔记、思维导图，帮您快速搞懂课程脉络，学习更高效。 所以，大爷大妈也都可以做好货币基金的 投资。 (2) 债券基金 难度稍高一些的，是「债券基金」。 因为债券基金，已经会出现波动。 像咱们的365天组合,假设遇到极端情 况，波动达到3%-5%，但也不会太大。 ◆◆◆ 1 | | 不同? 不同资产，在投资的时候，难度也不同。 (1) 货币基金 这类品种，投资起来是最简单的。 因为货币基金的波动很小，几乎没有下跌 的情况。 ヨ忍，叫비拉瓦后，腹宗甲吻釜卧定下册 上涨邮。 所以沪深300、中证500这类股票基金，主 要是波动风险，而不是涨不回来的风险。 (4) 股权投资 难度更高的，就是「股权投资」。 我们上面说的股票基金，包括指数基金, 都是投资的一篮子上市公司。 这些上市公司，上市的时候，需要满足盈 利、资产等要求，同时也需要定期披露自 己的 ...

- The report primarily focuses on tracking and analyzing the performance of broad-based indices in the A-share market, including metrics such as daily returns, moving averages, turnover rates, risk premiums, PE-TTM, dividend yields, and price-to-book ratios[1][2][3] - The turnover rate of indices is calculated using the formula: $ \text{Turnover Rate} = \frac{\Sigma(\text{Component Stocks' Free Float Shares} \times \text{Component Stocks' Turnover Rate})}{\Sigma(\text{Component Stocks' Free Float Shares})} $ This metric reflects the liquidity and trading activity of the indices[15] - The risk premium is measured relative to the 10-year government bond yield, serving as a benchmark for assessing the relative investment value and deviation of indices. The report highlights that indices like CSI 500 and SSE 50 exhibit high 5-year percentile values for risk premiums, indicating relatively attractive valuations[25][26][29] - The PE-TTM (Price-to-Earnings Trailing Twelve Months) is used as a valuation metric, with indices such as CSI 500 and CSI All Share showing high 5-year percentile values (99.92%), suggesting elevated valuations compared to historical levels[37][40][42] - Dividend yield is analyzed as a measure of cash return to investors, with indices like the ChiNext Index and CSI 300 showing relatively high 5-year historical percentile values (57.93% and 31.65%, respectively), indicating their attractiveness during periods of market downturns or declining interest rates[46][51][53] - The price-to-book ratio (P/B) is evaluated through the "break net ratio," which measures the proportion of stocks trading below their book value. The report notes that indices such as SSE 50 and CSI 300 have higher break net ratios, reflecting market sentiment and valuation levels[52][55]

Report Summary 1. Report Industry Investment Rating - Not provided in the given content. 2. Core Viewpoints - In the short - term, the stock index is expected to remain relatively strong as it broke through the previous oscillation range last week. In 2026, the rapid rise phase driven by liquidity and market risk preference may have ended, and the A - share "slow - bull" pattern is entering the second half. With macro - policy support, inflation warming, and capital market policy guidance, the stock index is expected to rise further in 2026 compared to 2025. Futures traders can use the futures discount structure to enhance the winning rate of long - position strategies [6]. 3. Summary by Relevant Catalogs Interest Rates and Bond Markets - DR001 closed at 1.24 with a - 0.21bp change, DR007 at 1.69 with a 9.30bp change, GC001 at 2.04 with a 20.00bp change, and GC007 at 2.05 with a 2.50bp change. SHBOR 3M was at 1.60 with no change, and LPR 5 - year was at 3.50 with no change. The 1 - year, 5 - year, and 10 - year Chinese government bonds were at 1.34, 1.61, and 1.86 respectively, with changes of 0.50bp, 1.25bp, and 0.20bp. The 10 - year US Treasury bond was at 4.12 with a - 2.00bp change [3]. - The central bank conducted 4823 billion yuan of 7 - day reverse repurchase operations with an operating rate of 1.40% yesterday. With 673 billion yuan of reverse repurchases maturing, the net investment was 4150 billion yuan. This week (December 29, 2025 - January 4, 2026), 6227 billion yuan of reverse repurchases will mature [3][4]. Stock Indexes and Futures - The closing prices and changes of major stock indexes: the CSI 300 rose 0.26% to 4651, the SSE 50 rose 0.06% to 3037, the CSI 500 rose 0.38% to 7459, and the CSI 1000 rose 0.04% to 7597. The trading volume of the Shanghai and Shenzhen stock markets was 21426 billion yuan, a slight increase of 33 billion yuan. Industry sectors showed more declines than increases [5][6]. - The trading volume and position changes of stock index futures: IF volume was 94429 with a - 1.8% change, and its position was 281129 with a 1.9% change; IH volume was 41166 with a 4.2% change, and its position was 88407 with a 1.3% change; IC volume was 117475 with a 4.2% change, and its position was 288847 with a 4.7% change; IM volume was 163327 with a 2.3% change, and its position was 372661 with a 3.0% change [5]. - The current, next - month, current - quarter, and next - quarter contracts of IF had an average premium of 3.55%, 3.21%, 2.85%, and 3.36% respectively; IH had 0.81%, 0.73%, 0.17%, and 0.71% respectively; IC had 0.50%, 3.91%, 4.77%, and 7.38% respectively; IM had 0.99%, 7.14%, 8.29%, and 10.38% respectively [7].

Report Summary 1. Report Industry Investment Rating - No industry investment rating information is provided in the content. 2. Report's Core View - The report presents the base - rate statistics of various futures and spot commodities on December 26, 2025, including base - rate changes, monthly basis differences, contract prices, and spot prices [3]. 3. Summary by Related Categories Non - ferrous Metals - Copper (CU): The main contract base - rate is - 0.56%, an increase of 0.04% from the previous day. The spot price is 94,760 (SMM 1 electrolytic copper) [3]. - Aluminum (AL): The main contract base - rate is - 0.86%, a decrease of 0.05% from the previous day. The spot price is 21,980 (SMM A00 aluminum) [3]. - Zinc (ZN): The main contract base - rate is 0.33%, an increase of 0.05% from the previous day. The spot price is 23,080 (SMM 0 zinc ingot) [3]. - Lead (PB): The main contract base - rate is - 0.96%, a decrease of 0.31% from the previous day. The spot price is 17,100 (SMM 1 lead ingot) [3]. - Tin (SN): The main contract base - rate is - 0.36%, an increase of 0.68% from the previous day. The spot price is 332,750 (SMM 1 tin) [3]. - Nickel (NI): The main contract base - rate is 1.83%, a decrease of 0.72% from the previous day. The spot price is 127,400 (SMM 1 electrolytic nickel) [3]. - Industrial Silicon: The main contract base - rate is 5.29%, an increase of 0.30% from the previous day. The spot price is 9,250 (SMM annual flux 253 silicon) [3]. - Lithium Carbonate (LC): The main contract base - rate is - 3.2%, an increase of 14.15% from the previous day. The spot price is 116,750 (Steel Union's high - quality battery - grade lithium carbonate) [3]. Precious Metals - Gold (AU): The main contract base - rate is - 0.57%, an increase of 0.17% from the previous day. The spot price is 1,003.01 (AuT + D: Shanghai Gold Exchange) [3]. - Silver (AG): The main contract base - rate is 0.10%, a decrease of 0.50% from the previous day. The spot price is 17,414 (Ag(T + D): Shanghai Gold Exchange) [3]. Black Industry - Rebar (RB): The main contract base - rate is 5.21%, a decrease of 1.29% from the previous day. The spot price is 3,290 (HRB400: 20mm: Shanghai) [3]. - Hot - rolled Coil (HC): The main contract base - rate is 0.30%, an increase of 1.07% from the previous day. The spot price is 3,290 (Q235B: 4.75mm: Shanghai) [3]. - Iron Ore: The main contract base - rate is 6.92%, an increase of 0.14% from the previous day. The spot price is 832.4 (PB powder: 61%: Qingdao) [3]. - Coke: The main contract base - rate is - 8.28%, an increase of 0.37% from the previous day. The spot price is 1,595 (Metallurgical coke: quasi - first - class) [3]. - Coking Coal and Steam Coal (JM, ZC): The main contract base - rates are - 0.58% and 14.3% respectively. The spot prices are 1,117.5 (Main coking coal: clean coal: Mongolian No. 5) and 689.0 (Shanxi Q500: Qinhuangdao) [3]. - Ferrosilicon (SE): The main contract base - rate is - 7.41%, a decrease of 0.59% from the previous day. The spot price is 5,270 (FeSi75 - B: Inner Mongolia) [3]. - Manganese Silicon (SM): The main contract base - rate is - 1.30%, a decrease of 0.24% from the previous day. The spot price is 5,770 (FeMn68Si18: Hebei) [3]. - Stainless Steel: The main contract base - rate is 0.46%, an increase of 0.65% from the previous day. The spot price is 13,050 (304/2B: 2.0*1219: Angang Lianzhong Wuxi) [3]. - Glass (FG): The main contract base - rate is - 3.5%, a decrease of 0.86% from the previous day. The spot price is 1,010 (North China 5mm float glass market price) [3]. Oilseeds and Oils - Soybean: The main contract base - rate is - 4.4%, a decrease of 0.44% from the previous day. The spot price is 3,940 (Domestic third - grade soybean: Harbin) [3]. - Soybean Meal (M): The main contract base - rate is 9.42%, a decrease of 1.65% from the previous day. The spot price is 3,020 (Ordinary protein soybean meal: Zhangjiagang) [3]. - Rapeseed Meal (RM) and Rapeseed Oil (V): The main contract base - rates are 7.57% and 6.72% respectively. The spot prices are 2,530 (Ordinary rapeseed meal: Nantong) and 8,320 (First - grade soybean oil: Zhangjiagang) [3]. - Peanut (PK): The main contract base - rate is 16.98%, an increase of 0.26% from the previous day. The spot price is 9,300 (Baisha peanuts: 45% oil content, 9% water content, Changtu) [3]. - Palm Oil (P): The main contract base - rate is - 0.61%, a decrease of 0.40% from the previous day. The spot price is 8,490 (24 - degree palm oil: Guangdong) [3]. - Corn (C): The main contract base - rate is 4.61%, an increase of 0.33% from the previous day. The spot price is 2,290 (National - standard first - grade corn at Huangpu Port) [3]. - Corn Starch (CS): The main contract base - rate is 3.46%, an increase of 0.41% from the previous day. The spot price is 2,570 (Factory - delivered price of corn starch: Changchun) [3]. Agricultural and Sideline Products - Apple (AP): The main contract base - rate is - 6.50%, a decrease of 0.17% from the previous day. The spot price is 8,600 (Average of Yantai Qixia and Shaanxi Luochuan Red Fuji apples) [3]. - Egg (JD): The main contract base - rate is - 1.56%, an increase of 0.03% from the previous day. The spot price is 2,900 (Eggs: Hebei Cangzhou) [3]. - Live Pig (LH): The main contract base - rate is 2.97%, an increase of 0.61% from the previous day. The spot price is 11,800 (One - yuan live pigs from Henan) [3]. Soft Commodities - Cotton (CF): The main contract base - rate is 7.18%, a decrease of 0.51% from the previous day. The spot price is 15,279 (Cotton price index 328: Xinjiang) [3]. - Sugar (SR): The main contract base - rate is 2.87%, a decrease of 0.14% from the previous day. The spot price is 5,420 (White sugar: Liuzhou) [3]. - Methanol (MA): The main contract base - rate is 0.14%, unchanged from the previous day. The spot price is 2,165 (Methanol: East China) [3]. - Ethanol (EG): The main contract base - rate is - 4.4%, an increase of 0.13% from the previous day. The spot price is 3,650 (Ethanol: East China) [3]. - PTA (TA): The main contract base - rate is - 1.40%, an increase of 0.06% from the previous day. The spot price is 5,080 (PTA: East China) [3]. - Polypropylene (PP): The main contract base - rate is 8.52%, an increase of 0.21% from the previous day. The spot price is 6,800 (Market price of Hangzhou Shaoxing Sanyuan T30S) [3]. - Styrene (EB): The main contract base - rate is 0.26%, an increase of 0.38% from the previous day. The spot price is 11111 (Styrene: East China) [3]. - Polyester Staple Fiber (PF): The main contract base - rate is 0.00%, a decrease of 0.25% from the previous day. The spot price is 6,540 (Yifangxiang semi - bright natural white 1.56*38mm) [3]. - Plastic: The main contract base - rate is 0.16%, an increase of 1.84% from the previous day. The spot price is 6,400 (Market price of Yuyao Zhejiang Petrochemical 7042) [3]. - PVC (V): The main contract base - rate is - 5.40%, an increase of 0.47% from the previous day. The spot price is 4,500 (East China SG - 5 Xinjiang Zhongtai mainstream price) [3]. - Rubber (RU): The main contract base - rate is - 3.3%, an increase of 0.15% from the previous day. The spot price is 15,200 (Thai - produced: Qingdao Free Trade Zone) [3]. - 20 - number Rubber (NR): The main contract base - rate is 3.77%, an increase of 0.02% from the previous day. The spot price is 13,174 (Thai 20 standard rubber: Qingdao Free Trade Zone) [3]. - Soda Ash (SA): The main contract base - rate is - 4.1%, a decrease of 0.17% from the previous day. The spot price is 1,135 (Shahe heavy - quality market price) [3]. - Urea (UR): The main contract base - rate is - 1.72%, a decrease of 0.28% from the previous day. The spot price is 1,710 (Small - particle urea: Henan) [3]. - Pulp (SP): The main contract base - rate is - 1.41%, an increase of 0.28% from the previous day. The spot price is 5,525 (Bleached softwood pulp: Silver Star: Chile) [3]. Energy and Chemicals - Crude Oil (SC): The main contract base - rate is - 8.5%, an increase of 0.45% from the previous day. The spot price is 406.6 (Chinese Shengli: Pacific Rim) [3]. - Fuel Oil (FU): The main contract base - rate is 6.42%, a decrease of 0.55% from the previous day. The spot price is 2,649 (Bonded marine fuel oil 380CST: Zhoushan) [3]. - Asphalt (BU): The main contract base - rate is - 2.50%, an increase of 0.03% from the previous day. The spot price is 2,920 (Heavy - traffic asphalt: market price: Shandong) [3]. - Low - sulfur Fuel Oil (LU): The main contract base - rate is - 0.21%, an increase of 0.01% from the previous day. The spot price is 3,010 (Marine fuel oil 0.5% low - sulfur: Singapore) [3]. - LPG (PG): The main contract base - rate is 11.09%, an increase of 1.39% from the previous day. The spot price is 4,528 (Market price: Guangzhou) [3]. Stock Index Futures - CSI 300 (IF): The main contract base - rate is 0.69%, a decrease of 0.16% from the previous day. The spot price is 4,642.5 [3]. - SSE 50 (IH): The main contract base - rate is - 0.04%, an increase of 0.02% from the previous day. The spot price is 3,032.8 [3]. - CSI 500 (IC): The main contract base - rate is 1.23%, a decrease of 0.31% from the previous day. The spot price is 7,410.7 [3].

Core Insights - Index investing has experienced rapid development due to policy guidance, market evolution, and changing investor demands [1][4] - The past decade has shown a clear trend towards indexation and institutionalization in the A-share market, making it increasingly difficult to achieve excess returns [1][4] - Investors typically focus on two types of returns: Beta (market returns from volatility) and Alpha (returns that exceed the market), with a growing interest in absolute return strategies [1][4] Group 1: Index Investment Strategies - Changcheng Fund has systematically organized its index investment strategies, including replication index strategies, "Index+" strategies, and absolute return strategies to provide investors with a richer selection [1][4] - The replication index strategy covers various styles of return exposure, aiming to provide clients with foundational and diverse standard tools [1][4] - Recent products launched by Changcheng Fund include a series of standard replication index products such as the Low Volatility Dividend 100, High Dividend Hong Kong Stock Connect, and others [1][4] Group 2: "Index+" and Absolute Return Strategies - The "Index+" strategy aims to capture both Beta and Alpha, allowing products to follow the market while also generating excess returns [2][5] - The CSI 500 index is highlighted as a balanced style index that seeks to uncover investment opportunities through breadth and balance [2][5] - The absolute return strategy employs quantitative analysis to dynamically control exposure across different equity indices and markets, helping clients achieve absolute return through quantitative investment strategies [6] - Two main product directions are identified: passive investment strategies based on time and space distribution (e.g., barbell and grid strategies) and a fully quantitative process from strategic to tactical levels [6]

Group 1 - The core message emphasizes the importance of the 14th Five-Year Plan in accelerating the construction of a financial powerhouse, with South Fund committing to implement the spirit of the conference as a major political task [1][2] - South Fund aims to enhance high-quality development through political leadership, focusing on serving the modernization of China, the real economy, and the capital market [2] - The company is dedicated to fostering a high-quality financial talent pool and promoting a unique financial culture to support its development [2] Group 2 - The 14th Five-Year Plan highlights the need for a more inclusive and adaptable capital market, with South Fund taking on the mission of promoting market stability and health [3] - South Fund plans to focus on developing equity funds to enhance market vitality and efficiency, aligning with national strategic directions [3][4] - The company aims to create a "long money, long investment" ecosystem to stabilize the capital market and support long-term financing for enterprises [4] Group 3 - South Fund is committed to enhancing its international competitiveness and contributing to a more open and inclusive capital market, aligning with the 14th Five-Year Plan's emphasis on high-level openness [5] - The company has launched various international investment products and established a presence in Hong Kong to facilitate overseas investment in Chinese assets [5] Group 4 - South Fund is focused on developing five key areas: technology finance, green finance, inclusive finance, pension finance, and digital finance, as outlined in the 14th Five-Year Plan [6][7] - The company aims to enhance its capabilities in serving the real economy and national strategies through systematic investment research and product design [7][8] Group 5 - South Fund is dedicated to improving its services in wealth management and pension business, with a focus on enhancing customer experience and expanding its client base [8] - The company is actively involved in educational initiatives to promote financial literacy and encourage participation in pension systems [8] Group 6 - The company is advancing its digital transformation and AI applications to enhance operational efficiency and service quality, aligning with the strategic goals of the 14th Five-Year Plan [9] - South Fund is developing a comprehensive digital platform to integrate investment research and improve data utilization [9]