"我们不会被AI取代，但我们一定会被熟练使用AI的人所取代，特别是在公募投研这样一个科学与艺术交 织、理性与感性共存的工作领域。"一位公募基金经理向券商中国记者表示。 近期，一场"养龙虾热"正从科技圈席卷至金融腹地，以OpenClaw为代表的AI Agent（人工智能体）正逐渐引起 公募基金关注。券商中国记者了解到，当前，多家基金公司正在谨慎评估这一工具在基金投研上的应用，部分 基金经理尤其是量化基金经理已经尝试运用OpenClaw进行策略研发，AI正逐渐从"超级工具"向"自主协作 者"演变。 "OpenClaw作为开源、可深度定制的AI智能体，以'AI执行'能力点燃了公募基金行业AI应用的新一轮热情，其 意义远超工具本身。"车宏原表示，"OpenClaw主要是面向个体的智能体，它有望极大地释放每个人的创新能 力，在应用上，个人的主动性比较关键，目前看，先动起来的是投研人员，它给投研人员提供了一个'超级数 字助手'，有助于释放个体创造力和生产力。" 益民基金则认为，OpenClaw对基金投研来说不只是单纯的"现有工具增强"，而是正在逐步引发一场温和但深 刻的"工作流革命"。 "传统投研工具（如Excel、Wi ...

Core Viewpoint - The article discusses the increasing frequency of extreme volatility trading days in the U.S. stock market, driven by headlines and social media activity from President Trump, leading to heightened investor anxiety and unpredictable market conditions [1][4]. Group 1: Market Volatility - The number of trading days with SPDR S&P 500 ETF (SPY) trading volumes exceeding $60 billion has reached record levels, with 28 occurrences in 2025 alone, primarily during announcements of tariff policies [4]. - In 2026, this trend has continued, with the $60 billion threshold being surpassed seven times since the beginning of the year, indicating persistent market tension due to unpredictable policy directions [4]. - Investors are increasingly sensitive to downside risks, exacerbating concerns about the fragility of the ongoing market rally [4]. Group 2: Trading Patterns - High volatility often leads to extreme returns, with the best and worst trading days occurring in close succession, suggesting that significant market movements can happen both upward and downward [6]. - Approximately 70% of trading days with SPY volumes exceeding $60 billion have resulted in negative returns, with the S&P 500 index averaging a decline of about 1% on these high-intensity trading days [7]. Group 3: Role of ETFs - The increasing number of high-volume trading days is partly due to the growing importance of ETFs in market activities, which are now preferred tools for quickly adjusting portfolios and transferring risk [9]. - In the previous year, ETF trading volumes reached a historic high of $59 trillion, accounting for about 30% of total exchange trading volume, highlighting their central role in market operations [9]. - The structural shift in trading dynamics indicates that even in the absence of market shocks, trading intensity may remain elevated due to headline news [9].

Market Overview - On March 16, the Shanghai Composite Index fell by 0.26%, while the Shenzhen Component Index rose by 0.19% and the ChiNext Index increased by 1.41%[4] - The total trading volume on March 16 was 2.34 trillion yuan, a decrease of approximately 80 billion yuan from the previous trading day[1] Sector Performance - The semiconductor sector, particularly power semiconductors, showed strong performance, with price increases expected from major foundries starting in April[2] - The food and beverage, electronics, and social services sectors saw gains, while steel, non-ferrous metals, construction, chemicals, and coal sectors experienced declines[1] Geopolitical Impact - The geopolitical situation in the Strait of Hormuz is affecting global energy markets and suppressing risk appetite in financial markets[1] - Despite short-term impacts, China's assets are expected to become a safe haven due to strong manufacturing supply chains and ample market liquidity[1] Fund Flows - On March 16, net outflow from the Shanghai Stock Exchange was 4.645 billion yuan, while the Shenzhen Stock Exchange saw a net inflow of 11.407 billion yuan[5] - The semiconductor, components, and communication equipment sectors attracted the most capital inflows, while power, infrastructure, and photovoltaic equipment sectors faced the largest outflows[5] Economic Indicators - In January-February 2026, the manufacturing value added in the computer, communication, and other electronic equipment sectors grew by 14.2% year-on-year[9] - The electricity and heat production and supply sector's value added increased by 5.1% year-on-year, accelerating by 4 percentage points compared to December 2025[10] Real Estate Market - In February 2026, the sales prices of new residential properties in 70 large and medium-sized cities continued to narrow their month-on-month decline, with first-tier cities showing signs of stabilization[12][13] Hydrogen Energy Development - By 2030, the number of fuel cell vehicles in China is expected to double compared to 2025, aiming to reach 100,000 vehicles[14] Fund Management Trends - Public funds have purchased over 1 billion yuan of their own funds this year, with equity funds accounting for nearly 90% of the total[16]

Core Viewpoint - The article discusses the establishment of Shanghai Pujiao Private Fund Management Co., founded by veteran value investor Cao Mingchang, highlighting his commitment to value investing and the challenges of transitioning from public to private fund management [2][3]. Group 1: Cao Mingchang's Background and Philosophy - Cao Mingchang has over 18 years of experience in the investment industry, having worked at various institutions including Junan Securities and Xinhua Fund, where he gained recognition for managing the Xinhua Preferred Dividend A fund [2]. - He emphasizes two core dimensions of value investing: the fundamental value created by a company's performance and the importance of buying at a sufficiently low market price, with a particular focus on valuation [3]. - His investment philosophy is encapsulated in the name "Pujiao," symbolizing unrefined jade that represents undervalued companies with significant potential, and his commitment to long-term value investing [3]. Group 2: The Trend of Transitioning from Public to Private Funds - As of February 2026, there are 859 fund managers who have transitioned from public to private funds, with 29 successfully establishing private fund management companies with over 5 billion yuan in assets [4][5]. - Cao Mingchang's choice to create his own private fund management company is seen as a challenging path that tests personal branding, fundraising ability, and company operations [4]. - Notable figures who have successfully transitioned include Zhao Jun from Dongshuiquan and Jiang Hui from Xingqi Investment, both of whom established their firms before 2010 [4].

Core Viewpoint - NewSquare Capital reduced its position in the Invesco DWA Momentum ETF by 101,997 shares, with an estimated transaction value of approximately $12 million, indicating a strategic adjustment in their investment portfolio [2][4]. Transaction Details - The SEC filing on February 17, 2026, revealed that NewSquare Capital's stake in the Invesco DWA Momentum ETF decreased to 205,401 shares, valued at around $23.9 million at the end of the fourth quarter of 2025 [2]. - The estimated transaction value for the sale of shares was calculated using the average closing price for the quarter [2]. ETF Overview - The Invesco DWA Momentum ETF has an Assets Under Management (AUM) of $1.4 billion and was priced at $126.84 as of February 17, 2026, reflecting a 9.4% increase over the past year [4][8]. - The ETF offers a yield of 0.27%, providing systematic exposure to U.S. equities with high relative strength [4]. Investment Strategy - The ETF employs a quantitative methodology to capture market momentum, focusing on U.S. equities that demonstrate strong relative strength characteristics [6][9]. - The portfolio typically consists of around 100 securities, rebalancing quarterly to rotate into recent outperformers rather than long-term compounders [7][9]. Recent Performance - The fund achieved a one-year return of approximately 20% at NAV, slightly lagging behind the broader market, with a price-to-earnings ratio in the low 30s [8]. - As of February 17, 2026, the fund's performance has improved, now up about 23% for the year [8].

Core Viewpoint - The article discusses the potential investment opportunities in various sectors amid rising concerns of "stagflation" in overseas economies, suggesting a focus on upstream resource products, essential consumer goods, and sectors benefiting from government policies and technological advancements [5]. Group 1: Investment Strategies - In the event of stagflation, upstream resource products such as oil, coal, non-ferrous metals, and agricultural products are recommended as core holdings [5]. - Essential consumer sectors including food and beverage, pharmaceuticals, and essential retail are highlighted as stable investment options [5]. - The article suggests exploring hard technology sectors like semiconductors, aerospace, high-end equipment manufacturing, and AI computing as flexible investment choices, alongside traditional and new infrastructure related to government spending [5]. Group 2: Market Performance - The article notes that the domestic equity market showed mixed performance, with the ChiNext Index rising by 2.51% [6]. - New energy-themed funds outperformed, with a net value increase of 4.22%, while other sector-themed funds experienced declines [6]. - The issuance of public funds, particularly FOF products, has been robust, with 30 new funds established, including 7 FOF funds [6]. Group 3: Sector-Specific Insights - The article mentions that oriented silicon steel prices have increased for the first time since October 12, 2024, indicating a potential upward trend in metal prices [7]. - The construction materials sector is experiencing significant price increases, with a focus on traditional materials and new materials, particularly in the fiberglass and electronic fabric segments [9]. - The disposable glove industry is expected to see price increases, benefiting domestic leading companies due to cost control and market share expansion [10].

1. Report Industry Investment Rating - Not provided in the given content 2. Core View of the Report - Last week (3/9 - 3/13), bond - type ETFs had a net capital outflow of 9.8 billion yuan. The net outflows of credit - bond ETFs, interest - rate bond ETFs, and convertible - bond ETFs were 4.8 billion yuan, 3.3 billion yuan, and 1.7 billion yuan respectively. The cumulative unit net value of credit - bond ETFs was basically the same as that of the previous Friday, while the weekly changes in the cumulative unit net values of interest - rate bond ETFs and convertible - bond ETFs were - 0.23% and - 1.11% respectively. The bond market adjusted significantly due to factors such as overseas geopolitical conflicts, a significant increase in international crude oil prices, increased domestic imported inflation pressure, and better - than - expected import and export data from January to February as well as a marginal recovery in social financing and credit. The long - end interest rate rose sharply, but the credit sector showed strong resilience [2][13]. 3. Summary According to Relevant Catalogs 3.1 Issuance Progress Tracking - No new bond ETFs were issued last week [3][17] 3.2 Stock Product Tracking - As of March 13, 2026, the circulating market values of interest - rate bond ETFs, credit - bond ETFs, and convertible - bond ETFs were 128.7 billion yuan, 377.5 billion yuan, and 77.9 billion yuan respectively, with the credit - bond ETFs accounting for 65% of the total. Compared with the previous week, the circulating market values of interest - rate bond ETFs, credit - bond ETFs, and convertible - bond ETFs decreased by 3.7 billion yuan, 4.5 billion yuan, and 2.8 billion yuan respectively. The market values of the benchmark - market - making credit - bond ETFs and science - innovation bond ETFs were 100.8 billion yuan and 266.3 billion yuan respectively, decreasing by 3.2 billion yuan and 5.1 billion yuan from the previous week [4][19][22] 3.3 ETF Performance Tracking - The average cumulative unit net values of 16 interest - rate bond ETFs and 35 credit - bond ETFs were 1.19 and 1.03 respectively. The returns since the establishment of the benchmark - market - making credit - bond ETFs and science - innovation bond ETFs increased to 1.76% and 0.73% respectively [5][26][27] 3.4 Premium/Discount Rate Tracking - Last week, the average premium/discount rates of credit - bond ETFs, interest - rate bond ETFs, and convertible - bond ETFs were - 0.065%, - 0.002%, and - 0.104% respectively. The average trading price of credit - bond ETFs was lower than the fund's unit net value, indicating low allocation sentiment. The weekly average premium/discount rates of the benchmark - market - making credit - bond ETFs and science - innovation bond ETFs were - 0.09% and - 0.07% respectively [6][33] 3.5 Turnover Rate Tracking - Last week, the turnover rate of interest - rate bond ETFs > credit - bond ETFs > convertible - bond ETFs. The weekly turnover rates of interest - rate bond ETFs and credit - bond ETFs improved, reaching 161% and 137% respectively, while the weekly turnover rate of convertible - bond ETFs slightly decreased to 94%. Products such as Huaxia Shanghai Stock Exchange Benchmark - Market - Making Treasury Bond ETF, Southern China Securities AAA Science - Innovation Corporate Bond ETF, and Guotai China Securities AAA Science - Innovation Corporate Bond ETF had relatively high turnover rates [7][38]

Group 1 - The core conclusion indicates that in the second week of March, the total net inflow of funds into the market was 14.9 billion, a decrease from the previous week's outflow of 51.2 billion [1][8] - Short-term sentiment indicators are at a medium-high level since 2005, with the recent weekly turnover rate (annualized) at 538%, positioned at the 85th percentile historically [1][15] - The industry perspective shows that the highest transaction volume share in the past week was in the power equipment (100%), communication (98%), and defense industry (96%), while the lowest was in real estate (0%), food processing (0%), and textile and apparel (0%) [2][15] Group 2 - Long-term sentiment indicators are at a medium-low level since 2005, with the recent A-share risk premium at 2.47%, positioned at the 46th percentile historically [2][15] - The recent weekly dividend yield of the CSI 300 index (excluding finance) compared to the ten-year government bond yield is 1.2, at the 7th percentile historically [2][15] - The highest financing transaction share in the past week was in machinery equipment (91%), power equipment (82%), and basic chemicals (82%), while the lowest was in real estate (15%), coal (16%), and non-ferrous metals (24%) [2][15]

Investment Rating - The report does not explicitly provide an investment rating for the industry. Core Insights - The report highlights that the oil market continues to rise, with a significant increase in crude oil prices by 16.35% this week, contributing to a 0.77% increase in commodity funds [21][50]. - The A-share market saw a decline, with the Shanghai Composite Index closing at 4095.45, down 0.70%. Notably, the coal, electric equipment, and construction decoration sectors experienced substantial gains of 5.03%, 4.55%, and 4.12%, respectively [7][50]. - In the bond market, the 10-year government bond yield rose to 1.81%, reflecting a week-on-week increase of 3.33 basis points [24]. - The commodity market showed varied performance, with significant increases in crude oil and other commodities, while gold prices fell by 3.05% [32][50]. Summary by Sections 1. Major Asset Market Overview (1) Equity - The A-share market indices showed mixed results, with the Shanghai Composite Index down 0.70% and the Shenzhen Component Index up 0.76%. The coal and electric equipment sectors performed well, while military and oil sectors faced declines [7][8]. (2) Bonds - The report indicates a net cash outflow of 1011 billion yuan from the central bank's reverse repos. The 1-year, 3-year, and 10-year government bond yields were reported at 1.28%, 1.37%, and 1.81%, respectively [24]. (3) Commodities - The commodity market saw crude oil prices rise by 16.35%, while other commodities like copper and aluminum had mixed results. The South China index showed a 9.76% increase in the energy and chemical sectors [32][50]. (4) Foreign Exchange - The report notes fluctuations in currency exchange rates against the RMB, with the US dollar appreciating slightly by 0.07% [39]. 2. Fund Market Overview (1) New Fund Establishments - A total of 25 new funds were established this week, including 16 equity funds and 2 fixed income + funds, with notable large-scale funds such as the Huatai-PineBridge CSI 300 Free Cash Flow Index A at 11.761 billion yuan [42]. (2) Fund Size and Quantity - As of March 13, 2026, there are 13,756 open-end public funds with a total size of 37.71 trillion yuan, with equity funds making up the largest number at 7,392 [45]. (3) Performance - Commodity funds outperformed with a 0.77% increase, while QDII and equity funds saw declines of -0.20% and -0.69%, respectively. The report attributes the performance to ongoing geopolitical issues affecting oil prices [49][50].

Report Industry Investment Rating - The report gives a one-star rating (★☆☆) for the CITIC Five-Style - Stable, indicating a bullish bias but with limited trading opportunities in the market [2] Core Viewpoints - As of the week ending March 13, 2026, the weekly returns of Tonglian All A (Shanghai, Shenzhen, Beijing), China Bond Composite Index, and Nanhua Commodity Index were -0.48%, -0.12%, and 5.18% respectively [3] - In the public fund market, only the short-term pure bond index rose in the past week. The ordinary stock strategy index fell 0.71%, with a narrower decline compared to the previous week. The neutral strategy products had more declines than increases. The pure bond strategy outperformed the convertible bond strategy index. In the commodity sector, the Energy and Chemical ETF continued to rise, up 14.24%, the soybean meal ETF rose 7.74%, and the gold ETF had a slight pullback [3] - In the CITIC Five-Style, the stable and consumption styles rose in the past week, while the rest fell. The style rotation chart showed that the relative strength of the financial style strengthened recently, and the relative strength momentum of the growth and cyclical styles increased month-on-month. Among the public fund pools, the cyclical style fund index outperformed the benchmark last week, with a weekly excess return of 1.83%. The market's deviation from the growth and financial styles rebounded. The market congestion index changed little compared to last week, and the cyclical style congestion rose to a relatively high percentile range in the past year [3] - In terms of Barra factors, the short-term momentum factor performed strongly in the past week, with a weekly excess return of 2.97%. The residual volatility factor continued to weaken. In terms of win rate, the valuation and liquidity factors rebounded slightly, while the medium- and long-term momentum factor declined. The cross-sectional rotation speed of factors decreased marginally, currently in the middle percentile range in the past year [3] - According to the latest score of the style timing model, the financial style rebounded this week, and the current signal favors the stable style. The return of the style timing strategy last week was 3.16%, with an excess return of 2.97% compared to the benchmark balanced allocation [3] Summary by Relevant Catalog Recent Market Returns - The weekly returns of Tonglian All A (Shanghai, Shenzhen, Beijing), China Bond Composite Index (net), and Nanhua Commodity Index were -0.48%, -0.12%, and 5.18% respectively [3] Public Fund Market - Only the short-term pure bond index rose among major strategies in the past week. The ordinary stock strategy index fell 0.71%, with a narrower decline than the previous week. The neutral strategy products had more declines than increases. The pure bond strategy outperformed the convertible bond strategy index [3] - In the commodity sector, the Energy and Chemical ETF continued to rise, up 14.24%, the soybean meal ETF rose 7.74%, and the gold ETF had a slight pullback [3] CITIC Five-Style - The stable and consumption styles rose in the past week, while the rest fell [3] - The relative strength of the financial style strengthened recently, and the relative strength momentum of the growth and cyclical styles increased month-on-month [3] - The cyclical style fund index outperformed the benchmark last week, with a weekly excess return of 1.83% [3] - The market's deviation from the growth and financial styles rebounded, and the cyclical style congestion rose to a relatively high percentile range in the past year [3] Barra Factors - The short-term momentum factor performed strongly in the past week, with a weekly excess return of 2.97% [3] - The residual volatility factor continued to weaken. The valuation and liquidity factors rebounded slightly in terms of win rate, while the medium- and long-term momentum factor declined [3] - The cross-sectional rotation speed of factors decreased marginally, currently in the middle percentile range in the past year [3] Style Timing Model - The financial style rebounded this week, and the current signal favors the stable style [3] - The return of the style timing strategy last week was 3.16%, with an excess return of 2.97% compared to the benchmark balanced allocation [3]