1. Report Industry Investment Rating No relevant information provided. 2. Core Views of the Report - The non - ferrous sector has seen a general decline due to the correction of precious metals and copper, but the medium - to - long - term trend remains upward. The cyclical upward trend of non - ferrous metals may have begun, and the industry trend is positive in the medium - to - long - term [6]. - For nickel, it is recommended to adopt a low - buying strategy after the correction stabilizes, and sell out - of - the - money put options for options trading [5][6]. - Stainless steel prices are expected to fluctuate at high levels, passively following the nickel price. It is recommended to wait and see for arbitrage [9]. 3. Summary by Directory 3.1 Spread Tracking and Inventory 3.1.1 Nickel - Global visible nickel inventory is at a high level, reaching 351,000 tons, with an increase of 3,406 tons this week. Domestic social inventory increased by 2,464 tons, and LME inventory increased by 942 tons. After the New Year's resumption of production, the spot premium of Jinchuan nickel has declined from a high level [11][12]. 3.1.2 Stainless Steel - Social inventory of stainless steel is decreasing, and warehouse receipts are at a low level [14]. 3.2 Fundamental Analysis 3.2.1 Pure Nickel - **Supply**: In 2025, the cumulative output of refined nickel increased by 17% year - on - year to 392,700 tons. In January, high nickel prices are expected to further boost production. From January to November 2025, the net import of domestic refined nickel was 48,900 tons, compared with a net export of 24,800 tons in the same period last year. Due to the opening of the import window at the end of December, net imports are expected to increase in January. From January to November 2025, the domestic refined nickel supply was 410,000 tons, a cumulative year - on - year increase of 48% [22]. - **Demand**: It is the off - season for electroplating and alloy consumption. From January to December, the cumulative consumption of pure nickel increased by 2% year - on - year to 291,000 tons. Electroplating consumption decreased seasonally, while alloy consumption increased slightly, and overall consumption slowed down [23][25]. 3.2.2 Stainless Steel - **Raw Materials** - **Nickel Ore**: In January 2026, the second - round domestic trade benchmark price of Indonesian nickel ore increased significantly month - on - month. On January 14, the Indonesian Ministry of Energy and Mineral Resources confirmed that the target production of nickel ore in 2026 would be reduced to 250 - 260 million tons from 364 million tons in 2025. The price of Indonesian ferronickel increased, and profits were slightly repaired. The FOB price of medium - and high - grade nickel ore from the Philippines also increased [27]. - **NPI**: The price of NPI has recovered, and the profit margin has been slightly repaired. The production of NPI in China and Indonesia is expected to increase [28]. - **Chromium Series**: The price of chromium series products has started to rise. Zimbabwe will impose a 10% tax on the export of chromium series products starting from January 1, 2026, which has led to a continuous rebound in the price of chromium ore [33][40]. - **Cost and Profit**: Estimated cold - rolling cash cost is around 14,200 yuan/ton, and the integrated cost reaches 13,700 yuan/ton [43]. - **Supply**: It is expected that the crude steel production of stainless steel in China and Indonesia in 2025 will be 45.06 million tons, a cumulative year - on - year increase of 4%. Due to the shortage of hot - rolled products in January, the production schedule of steel mills may be revised downward [45][52]. - **Demand**: The production of shipbuilding plates increased by 29% year - on - year from January to November, providing support. However, the growth rate of other terminal fields is not optimistic, especially the real estate transaction volume has decreased significantly year - on - year [53][54]. 3.2.3 New Energy Vehicles - **Domestic Market**: In 2025, the production and sales of new energy vehicles were 16.626 million and 16.49 million respectively, a year - on - year increase of 29% and 28.2% respectively, with a penetration rate of 47.9%, 7 percentage points higher than the same period last year. It is expected that the sales volume in 2026 will be 19 million, a year - on - year increase of 15.2%. From January 1 - 11, the retail sales of new energy vehicles in the domestic market decreased by 38% year - on - year and 67% month - on - month. The production of power cells increased by 41.9% year - on - year to 124.55 GWh from January to December. In January, the decline in power battery production due to poor vehicle sales may be smoothed by the boost of pre - export caused by the reduction of export tax rebates [56][59]. - **Global Market**: From January to November 2025, the cumulative global sales of new energy vehicles increased by 20.1% year - on - year to 18.39 million. In Europe, the cumulative sales from January to November increased by 29.2% year - on - year to 3.434 million, while in the US, it increased by 0.7% year - on - year to 1.39 million. China's new energy vehicle exports from January to December 2025 reached 2.583 million, a year - on - year increase of 103% [60][63]. 3.2.4 Nickel Sulfate Market - **Production**: In 2025, the production of nickel sulfate in China decreased by 4.3% year - on - year to 354,000 nickel tons. The production of ternary precursors increased by 6% year - on - year to 903,000 tons, and the production of ternary cathode materials increased by 19% year - on - year to 686,000 tons. In January, the demand for nickel sulfate slowed down, but the price followed the strengthening of refined nickel [64][65]. - **Raw Materials**: In 2025, the production of MHP in Indonesia increased by 41% year - on - year to 444,000 tons, while the production of high - grade nickel matte decreased by 18% year - on - year to 224,000 tons. The increase in sulfur prices led to an increase in the cost of MHP, but the good demand for nickel sulfate boosted the price of intermediate products and stimulated production recovery [67][72].

Group 1: Domestic News - The People's Bank of China and the National Financial Regulatory Administration announced that the minimum down payment ratio for commercial property loans will be adjusted to no less than 30% [2] - The Ministry of Finance and the State Taxation Administration extended tax incentives for public rental housing until December 31, 2027, including exemptions from urban land use tax and stamp duty for related entities [2] Group 2: Market Dynamics - The China Securities Regulatory Commission emphasized maintaining market stability and preventing large fluctuations, while promoting long-term investment and value investing [3] - The Financial Regulatory Administration called for the normalization of a coordinated financing mechanism for urban real estate and effective risk resolution for financing platforms [3] Group 3: International News - Federal Reserve Governor Bowman suggested that the Fed should be prepared to lower interest rates if the labor market does not show significant improvement, while expressing optimism about easing inflation pressures [4] Group 4: Bond Market - On January 16, the bond market showed signs of warming, with the yield on the 10-year government bond falling by 1.20 basis points to 1.8430% [8] - The secondary market for credit bonds saw significant price deviations, with "21 Vanke 06" rising over 10% and "23 Vanke 01" increasing by over 21% [10] Group 5: Convertible Bonds - The convertible bond market saw major indices rise, with the China Convertible Bond Index increasing by 0.47% and trading volume reaching 103.48 billion yuan, up 8.11 billion yuan from the previous trading day [17] - New listings such as Aohong Convertible Bond and Shuangle Convertible Bond hit the upper limit, while some existing bonds like Xinzhi Convertible Bond fell over 10% [17]

Investment Rating - The report maintains an "Accumulate" rating for the non-bank financial sector [4]. Core Insights - The report emphasizes a stable approach to prevent significant fluctuations in the market, with a focus on long-term investments and reforms to attract capital [2]. - The insurance sector is expected to benefit from an upward cycle in both liabilities and assets, driven by trends such as the migration of bank deposits and stable long-term interest rates [27]. - The securities sector is experiencing heightened market risk appetite and active trading, benefiting from favorable valuations and performance [27]. Summary by Sections 1. Industry Dynamics - The non-bank financial sector, including securities and insurance, showed positive movements with indices increasing by 1.34% and 1.00% respectively, while the insurance sector faced a decline of 2.63% [9]. - The China Securities Regulatory Commission (CSRC) is implementing measures to regulate the derivatives market and promote healthy development through counter-cyclical adjustments [1]. 2. Insurance - The insurance industry is entering an upward cycle, with a reported 14.89% year-on-year increase in premium income for New China Life, totaling CNY 195.9 billion [12]. - The Financial Regulatory Bureau's 2026 work meeting highlighted the importance of risk management and the need for non-bank institutions to focus on their core businesses [12]. 3. Securities - The report notes an increase in the financing margin ratio from 80% to 100%, aimed at reducing leverage and protecting investor rights [16]. - CITIC Securities reported a 28.75% increase in revenue for 2025, amounting to CNY 74.83 billion, with a net profit increase of 38.46% [18]. - The average daily trading volume for stock funds reached CNY 40,908.27 billion, reflecting a 21.22% week-on-week increase [19].

Core Viewpoint - The adjustment of financing margin from 100% to 80% by the three major exchanges in August 2023 laid the foundation for a liquidity bull market a year later, with significant market participation observed in early 2026 [2]. Market Reaction - On January 14, 2026, the financing margin was raised back to 100%, leading to a sharp market adjustment, with the Shanghai and Shenzhen 300 index erasing early gains and closing down by 0.40% [2]. - The market's "V-shaped" fluctuation indicates a struggle between exuberant sentiment and rational regulation, with the regulatory intent being to conduct necessary "counter-cyclical adjustments" in response to signs of overheating [2]. Financing Margin Adjustment History - The last increase in financing margin occurred on November 14, 2015, during a period of market rebound after a leveraged bull market bubble burst, with significant increases in financing balance and trading activity [5]. - In October 2015, the financing balance increased by 126.1 billion, with daily financing buy amounts rising by 76% compared to September, prompting regulatory concerns about excessive leverage [5]. Impact on Market Liquidity - The increase in financing margin is expected to suppress market trading volume, as seen in late 2015 when trading volumes returned to previous average levels despite slight index gains [8]. - The theoretical reduction in financing purchasing power by 20% will lead to a decrease in new leveraged funds, resulting in a structural optimization of market volume rather than a simple decline in trading activity [8]. Investment Logic - The policy aims to shift market focus from speculative trading to fundamental-based investments, emphasizing the importance of earnings certainty, valuation safety margins, and sustainable dividend capabilities [10]. - Large-cap stocks are expected to outperform as the reliance on leveraged trading diminishes, with blue-chip and dividend assets likely to rise quickly to compensate for previous underperformance [10]. Differences from Previous Adjustments - The current margin adjustment is considered more moderate compared to 2015, focusing on preemptive risk management rather than reacting to a market crisis [14]. - Despite the increase in margin, the current market is characterized by a recovery in earnings structure and confidence, with the financing balance relative to market capitalization remaining lower than in 2015 [15].

Investment Rating - The report maintains an "Accumulate" rating for the non-bank financial sector [4]. Core Insights - The report emphasizes a focus on stability and counter-cyclical adjustments to promote healthy development in the non-bank financial sector. It highlights the need for regulatory measures in the derivatives market and the importance of risk management to support the real economy [1][2]. Summary by Sections 1. Industry Dynamics - The non-bank financial sector, including securities and insurance, showed varied performance with indices changing by +1.34% for non-bank financials and -2.63% for insurance during the week of January 12-16, 2026. The overall market indices, such as the Shanghai Composite Index, decreased by -0.57% [9][11]. 2. Insurance - The insurance sector is entering an upward cycle in both liabilities and assets. The long-term benefits from the trend of bank deposit migration and the stabilization of long-term interest rates are noted. The report remains optimistic about the insurance sector, particularly due to the "reporting and operation integration" strategy that enhances industry concentration [12][27]. 3. Securities - The securities sector is experiencing heightened market risk appetite and trading activity. The report indicates that securities firms and IT companies are benefiting from this environment, with a recommendation to focus on companies like China Ping An and Huatai Securities. Recent adjustments in financing margin requirements are aimed at stabilizing market leverage and protecting investor rights [16][19][27]. 4. Investment Recommendations - The report suggests a positive outlook for the insurance sector, driven by favorable trends in both the liability and asset sides. It also highlights the securities sector's potential for growth due to increased trading activity and market confidence. Specific companies to watch include China Ping An, China Life, and Guotai Junan [27].

股指期货周报：题材过热 市场降温 研究员：孙锋 期货从业证号：F0211891 投资咨询证号：Z0000567 目录 GALAXY FUTURES 2 国务院总理李强1月16日主持召开国务院常务会议，听取提振消费专项行动进展情况汇报并研究加快培育服务消费 新增长点等促消费举措，部署做好清理拖欠企业账款行动和保障农民工工资支付有关工作，审议通过《国务院关于 修改和废止部分行政法规的决定（草案）》。 1月15日，中国证监会召开2026年系统工作会议。会议指出，坚持稳字当头，巩固市场稳中向好势头。及时做好 逆周期调节，强化交易监管和信息披露监管，严肃查处过度炒作乃至操纵市场等违法违规行为，坚决防止市场大起 大落。 据国家税务总局有关部门消息，税务机关持续加强对居民个人境外所得纳税的宣传辅导，去年以来提醒纳税人对 2022年至2024年从境外取得的收入进行自查。 中国证监会在总结实践经验的基础上，起草形成了《衍生品交易监督管理办法（试行）（征求意见稿）》，征求意 见稿指出，证监会遵循审慎监管原则，健全衍生品市场监测监控制度，可以对衍生品交易实施逆周期调节管理。 第一部分 周度核心要点分析及策略推荐 2 周度核心要点及 ...

Market Overview - The three major indices opened lower, with Kuaishou concept stocks experiencing significant declines. As of the market opening, the Shanghai Composite Index was at 4090.72, down 0.27%; the Shenzhen Component Index was at 14221.93, down 0.41%; and the ChiNext Index was at 3340.94, down 0.60% [1]. Government Policies - The State Council, led by Premier Li Qiang, emphasized the need to implement special actions to boost consumption, aiming to enhance residents' consumption power and leverage consumption as a fundamental driver of economic growth [1]. - The China Securities Regulatory Commission (CSRC) highlighted the importance of maintaining market stability and preventing excessive speculation and market manipulation, while promoting long-term investment products [1]. - The People's Bank of China and the National Financial Regulatory Administration announced a minimum down payment ratio of 30% for commercial property loans, including "commercial-residential mixed-use properties" [2]. Industry Developments - The Chinese commercial rocket sector achieved a successful static ignition test of the Long March 12B rocket, marking a significant milestone in commercial space endeavors [2]. - Several smartphone manufacturers, including Xiaomi and OPPO, have reduced their annual order quantities by over 20% due to rising upstream supply chain costs [3]. - The National Energy Administration projected that China's total electricity consumption will exceed 10 trillion kilowatt-hours by 2025, marking a historic first for any single country [2]. Market Trends - There was a net outflow of 191.4 billion yuan from broad-based ETFs last week, with the CSI 300 ETF seeing the largest outflow of 103.75 billion yuan [2]. - The CSRC is drafting a regulatory framework for derivative trading, which will include counter-cyclical management measures [2]. - The establishment of a working group for commercial community service robots indicates a new phase in standardization efforts within this sector [2]. Company Announcements - Companies such as Jing Shan Light Machine and others have reported significant profit adjustments, with Jing Shan Light Machine's inflated profits exceeding 25% of the disclosed total for 2018 [6]. - Various companies, including Shenghong Technology and Guolian Minsheng, have projected substantial increases in net profits for 2025, with estimates ranging from 51% to 413% [6][7]. - Conversely, companies like Tongwei Co. and Longi Green Energy have forecasted significant losses for 2025, with expected losses of 9 to 10 billion yuan and 6 to 6.5 billion yuan, respectively [7].

1. Report Industry Investment Ratings No relevant content provided. 2. Core Views of the Report - The market has entered a volatile period. The Shanghai Composite Index once soared to 4190 points last Tuesday, but then fluctuated due to the increase in the minimum margin ratio for margin trading. Market enthusiasm declined, and funds shifted from theme stocks to stable - growth technology stocks. The net outflow of funds from equity ETFs suppressed the Shanghai 50 and CSI 300 indices, and the index performance was differentiated [19]. - The bond market sentiment has recovered, but there are still unfavorable factors. Although the central bank maintains a loose monetary policy tone and there is room for increasing total - volume policies, the probability of short - term policy rate cuts is not high, and there are more disturbances in the capital market next week. The downward momentum of long - term bond yields is also insufficient [22][23]. - In the agricultural products market, the supply pressure of protein meal increases, and the overall disk is under pressure. The sugar price shows a pattern of strong overseas and weak domestic due to the large increase in sugar imports in December. The vegetable oil market may continue to fluctuate due to the possible resumption of Sino - Canadian rapeseed trade [27][30][34]. - In the black metal market, steel prices are expected to continue to fluctuate before the Spring Festival. The driving force for coking coal and coke is not obvious, and they will continue to fluctuate. Iron ore prices are treated with a bearish attitude at high levels, and ferroalloys have strong bottom support after adjustment [58][62][66]. - In the non - ferrous metal market, precious metals such as gold and silver are affected by multiple factors and have large fluctuations. Platinum and palladium are in high - level oscillations. Copper has a short - term increase in fluctuations but maintains a long - term upward trend. Alumina runs weakly, and aluminum prices decline due to the cooling of market sentiment [73][76][78]. - In the shipping market, the spot freight rate shows an inflection point, and there are differences in the market's view on the strength of the pre - Spring Festival rush. The large - scale resumption of shipping on the European line is still difficult in the first half of the year [110][112]. - In the energy and chemical market, crude oil prices may be under pressure due to the fading of geopolitical premiums. Asphalt supply and demand are weakly operating, and fuel oil has large fluctuations due to geopolitical risks [115][118][120]. 3. Summary by Relevant Catalogs Financial Derivatives Stock Index Futures - **Core View**: The market is in a volatile period, with funds shifting from theme stocks to technology stocks. The futures basis has changed, and the net short position has increased [19][20]. - **Trading Strategy**: Short - term volatility, grid operation for single - side trading; IM\IC long 2606 + short ETF cash - and - carry arbitrage; double - selling strategy for options [20]. Treasury Futures - **Core View**: The bond market sentiment has recovered, but the short - term policy rate cut probability is not high, and the long - term yield downward momentum is insufficient [22][23]. - **Trading Strategy**: Temporarily wait and see for single - side trading; short the basis of the 30Y active bond for arbitrage [24]. Agricultural Products Protein Meal - **Core View**: The supply pressure increases, and the domestic cost side is under pressure. Although the spot has some support in the short term, the overall disk pressure still exists in the long term [27]. - **Trading Strategy**: A bearish mindset for single - side trading; expand the MRM spread for arbitrage; sell the wide - straddle strategy for options [27]. Sugar - **Core View**: The sugar price shows a pattern of strong overseas and weak domestic due to the large increase in imports in December. The international sugar price is expected to fluctuate at the bottom in the short term, and the domestic sugar price will maintain a volatile trend [30]. - **Trading Strategy**: Consider low - buying and high - selling in the range for single - side trading; wait and see for arbitrage; sell put options for options [31]. Vegetable Oil - **Core View**: The possible resumption of Sino - Canadian rapeseed trade may increase the supply, and the vegetable oil market will continue to fluctuate [34]. - **Trading Strategy**: High - selling and low - buying in the range for single - side trading; wait and see for arbitrage and options [35]. Black Metals Steel - **Core View**: The demand has support, and steel prices will continue to fluctuate before the Spring Festival. The market sentiment may affect the price [58]. - **Trading Strategy**: The steel price may be under pressure in a volatile manner for single - side trading; short the coil - coal ratio and hold the short coil - rebar spread for arbitrage; wait and see for options [59]. Coking Coal and Coke - **Core View**: The driving force is not obvious, and they will continue to fluctuate. The spot price increase is difficult to sustain [62]. - **Trading Strategy**: Fluctuate and operate for single - side trading; wait and see for arbitrage; sell out - of - the - money call options for options [63]. Iron Ore - **Core View**: The market expectation is repeated, and the iron ore price is treated with a bearish attitude at high levels due to the weakening of the domestic fundamentals [66]. - **Trading Strategy**: Lightly short at high levels for single - side trading; wait and see for arbitrage and options [66]. Ferroalloys - **Core View**: After adjustment, the bottom support is strong. Although affected by the overall market adjustment, the alloy valuation is not high, and the cost support is firm [67][68]. - **Trading Strategy**: Consider as a long - position allocation when the price is low for single - side trading; wait and see for arbitrage; sell put options when the price is high for options [70]. Non - Ferrous Metals Precious Metals (Gold and Silver) - **Core View**: Affected by multiple factors such as macro, policy, and emotion, the price fluctuates greatly. Silver may maintain a high - level and high - volatility pattern, and gold is relatively more stable [73][74]. - **Trading Strategy**: Adopt a low - buying strategy for Shanghai gold; protect profits for Shanghai silver. Use the bull call spread strategy for options [74]. Platinum and Palladium - **Core View**: The tariff expectation has failed, and they are in high - level oscillations. Platinum has stronger upward driving force than palladium [75][76]. - **Trading Strategy**: Long platinum at low levels; wait and see for palladium; wait and see for arbitrage and options [77]. Copper - **Core View**: Short - term fluctuations increase, but the long - term upward trend remains unchanged. The domestic market has entered the inventory accumulation period, and the LME inventory will increase [78]. - **Trading Strategy**: Pay attention to profit protection in the short term and control positions; wait and see for arbitrage and options [78]. Alumina - **Core View**: It runs weakly. The increase in warehouse receipts and the downward trend of cost drag the price [82]. - **Trading Strategy**: Oscillate weakly for single - side trading; wait and see for arbitrage and options [84]. Electrolytic Aluminum - **Core View**: The market sentiment cools down, and the aluminum price回调. There are uncertainties in geopolitics and tariffs [85]. - **Trading Strategy**: Be vigilant against the callback risk in the short term and be optimistic in the medium term for single - side trading; wait and see for arbitrage and options [85][86]. Shipping Container Shipping - **Core View**: The spot freight rate shows an inflection point, and there are differences in the market's view on the strength of the rush. The large - scale resumption of shipping on the European line is difficult in the first half of the year [110][112]. - **Trading Strategy**: Wait and see for single - side trading; go long 6 - 10 contracts for cash - and - carry arbitrage when the price is low [113]. Energy and Chemicals Crude Oil - **Core View**: The geopolitical premium fades, and the oil price may be under pressure. It is expected to fluctuate widely [115]. - **Trading Strategy**: Fluctuate widely for single - side trading; wait and see for arbitrage and options [116]. Asphalt - **Core View**: The supply and demand are weakly operating, and the price is in high - level oscillations due to the large fluctuation of crude oil cost [118]. - **Trading Strategy**: High - level oscillations for single - side trading; pay attention to the BU4 - 6 cash - and - carry arbitrage; wait and see for options [119]. Fuel Oil - **Core View**: The geopolitical risk fluctuates greatly, and the single - side fluctuation of fuel oil increases. The high - sulfur fundamentals are expected to be weakly stable in the first quarter [120]. - **Trading Strategy**: Strong oscillations, be vigilant against geopolitical risks for single - side trading; pay attention to the FU59 cash - and - carry arbitrage; wait and see for options [121].

Report Industry Investment Rating - No information provided Core View of the Report - The report maintains a judgment of range - bound movement for stock index futures [1] Summary by Relevant Catalogs 1. Stock Index Futures Data Tracking - **Closing Prices and Fluctuations**: On January 16, the closing prices of the four major stock index futures' current - month contracts showed mixed trends. IF fell 0.17%, IH fell 0.64%, IC rose 0.48%, and IM rose 0.31%. The closing price of CSI 300 was 4731.9, down 0.41%; the closing price of SSE 50 was 3079.8, down 0.83%; the closing price of CSI 500 was 8232.7, up 0.11%; the closing price of CSI 1000 was 8232.7, down 0.10% [1] - **Transaction Volume and Open Interest**: On the trading day, the total trading volume of stock index futures rebounded, indicating an increase in investors' trading enthusiasm. Specifically, the total trading volume of IF increased by 8710 lots, IH increased by 6213 lots, IC decreased by 7691 lots, and IM decreased by 5426 lots. In terms of open interest, the total open interest of IF decreased by 11232 lots, IH increased by 60 lots, IC decreased by 12031 lots, and IM decreased by 16189 lots [1][2] - **Basis**: The basis of different contracts of various stock index futures varied. For example, the basis of IF2601 was 5.13, and that of IF2602 was - 6.07 [1] - **Positions of the Top 20 Members**: The changes in the long and short positions of the top 20 members of different contracts of various stock index futures were different. For example, for IF2601, the long positions decreased by 14893, and the short positions decreased by 12296 [5] 2. Trend Strength - The trend strength of IF and IH is 1, and the trend strength of IC and IM is 1. The trend strength ranges from - 2 to 2, with - 2 being the most bearish and 2 being the most bullish [6] 3. Important Drivers - **Policy - related**: The CSRC held the 2026 system work conference, emphasizing stability, starting the in - depth reform of the ChiNext, promoting the implementation of the STAR Market reform, and promoting the optimization plan for qualified overseas investors. The CSRC also solicited public opinions on the "Derivatives Transaction Supervision and Management Measures (Trial)". The State Council held an executive meeting to discuss consumption promotion, debt settlement, and other matters [7][8] - **Market Performance**: A - shares opened higher and closed lower, with the Shanghai Composite Index barely holding the 4100 - point mark. The Hong Kong Hang Seng Index and related sub - indices also showed certain fluctuations. The power grid equipment, power, and chip sectors were strong, while the AI application theme was weak [7]

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