中国有机会克服之前语言、人才的短板，利用AI再造生产流程超越彭博。 金融资讯简单而言，包括数据、实时资讯、深度研究和分析工具。彭博独占鳌头的地方在于实时新闻 （它有自己的新闻采编）和分析工具。 金融资讯行业面临的挑战是：数据的准确性、广度、及时性和可获得性。 金融数据的准确性至关重要，虽然数据电子化已经极大降低了数据收集过程中的出错概率，但是依然面 临繁重的数据核查工作。国内万得数据库领先一步主要就是在数据准确性方面超过了对手。数据准确性 本质取决于生产车间的管理能力。以大模型为基座的AI智能体可以极大提高数据采集的效率和准确 性，将以人工为主的生产方式改变为以AI为主，可以将总的数据生产成本降低90%以上。 金融资讯的广度也是一个主要竞争力，同时也是国内金融资讯企业的短板，很大原因来自数据整理的语 言障碍。不同国家财务报表的整理，是一个非常专业和繁琐的工作。传统基于人力的方式，很难将金融 终端覆盖到全球数十个国家和市场。但是AI的出现已经极大改变了现状，中国的企业现在同样可以非 常轻松地合法获取诸如南非、尼日利亚、巴西或者挪威当地新闻来源的权威数据，语言障碍不再是问 题。 金融资讯的及时性方面，AI能助力的 ...

Group 1: Report Industry Investment Rating - The report does not mention the industry investment rating. Group 2: Core View of the Report - This week, all Treasury bond futures closed lower. The closing prices of the 30 - year (TL), 10 - year (T), 5 - year (TF), and 2 - year (TS) Treasury bond futures in the main contracts decreased by 1.54%, 0.32%, 0.17%, and 0.04% respectively compared to last week. The overall Treasury bond futures market showed a trend of rising first and then falling, with prices of all - term contracts declining. Due to the support of loose funding at the short - end, TF and TS performed better than TL and T. After the increase in equity risk appetite, Treasury bond futures were more likely to fall than rise. Although the weak economic data released on Friday morning supported a rebound in the morning session, the market then returned to the bearish direction [4]. Group 3: Summary by Related Catalogs Price and Volume - **Price**: The closing prices of TL, T, TF, and TS main contracts decreased by 1.54%, 0.32%, 0.17%, and 0.04% respectively compared to last week [4]. - **Open Interest**: The open interest of the main contracts continued to decline. The open interest of TL, T, TF, and TS main contracts decreased by 26.1%, 28%, 23.3%, and 19.6% respectively compared to last week. The total open interest of all contracts also decreased, with T, TL, TF, and TS decreasing by 0.7%, 1.3%, 5.6%, and 4.6% respectively compared to last week. The total open interest of all Treasury bond futures decreased by 2.83% compared to last week [4]. - **Trading Volume**: The trading volume of Treasury bond futures rebounded significantly compared to last week. The trading volumes of TL, T, TF, and TS main contracts increased by 28%, 21.1%, 8.3%, and 18.9% respectively compared to last week; the trading volumes of all contracts increased by 44.6%, 31.8%, 16.6%, and 20.9% respectively compared to last week [4]. Spread and Ratio - **Inter - delivery Spread**: Except for the unchanged inter - delivery spread of the T variety, the spreads of other varieties widened. From the 09 - 12 month spread, the inter - delivery spread of TL continued to widen, rising by 0.1 yuan; the spreads of TS and TF reversed, rising from a decline to 0.014 yuan and 0.055 yuan respectively; the spread of T remained unchanged compared to last week [4]. - **Long - Short Ratio**: The long - short ratios of the top 20 seats in the main contracts of TL, T, TF, and TS were 0.99, 1.03, 0.93, and 0.93 respectively, changing by - 0.018, + 0.027, - 0.001, and + 0.019 respectively compared to last week. Among them, the long - short ratios of T and TS improved [4]. IRR and Basis - **IRR**: From the perspective of IRR, the IRR corresponding to the CTD of the T and TF main contracts rebounded marginally this week. The IRR corresponding to the CTD of the TL, T, TF, and TS main contracts were - 1.2584%, 2.1507%, 1.5529%, and 1.1675% respectively, changing by - 2.6924%, + 0.7559%, + 0.0154%, and - 0.2929% respectively compared to last week. Among them, TL moved towards the lower extreme, T returned to the 3/4 quantile level of history, and TF and TS were at relatively low levels in history [4]. - **Basis**: The basis of TL and TS widened, while the basis of T and TF converged. The discount of the TL main contract widened by 0.2855 yuan compared to the closing price last week, and the widening of the discount may reflect that the market was more cautious about the future market trend [4]. Technical Analysis - Technically, the bearish sentiment dominated the market this week, and the price of the TL main contract broke through the support level. During the week, TL and T opened and closed lower, with significant declines compared to the closing price last Friday. Based on the trading volume distribution, the trading price of TL was mainly distributed (more than 80%) between about 117.52 - 118.43, while the trading price of T was distributed between about 108.31 - 108.48. According to the closing data on Friday, the prices of the T and TL main contracts both broke below the lower limit of the trading volume distribution center of gravity [4].

Report Summary 1. Report Industry Investment Ratings No specific industry investment ratings are provided in the report. 2. Core Viewpoints - In the context of anti - involution narratives and expectations of incremental policies, the overall stock and commodity markets remain strong, while long - term bonds are under pressure. The market is affected by factors such as trade negotiations, central bank policies, and supply - demand relationships in different sectors [2]. 3. Summary by Categories Equity Index - There is an obvious high - low rotation among sectors. It is recommended to gradually take profits on long positions in IM futures and switch to a small amount of short positions in put options on MO with a strike price of 6000 in the 08 contract, and reduce positions, maintaining a moderately bullish stance. On the unilateral strategy, it is advisable to stay on the sidelines in the short term and pay attention to the capital situation and incremental policies [2]. Treasury Bonds - The risk assets suppress long - term bonds. With the tightening of the capital market, the short - selling sentiment in the bond futures market has increased, and the redemption pressure on bond funds may start to rise, which still suppresses the bond market. In terms of the curve strategy, it is possible to continue to bet on the steepening [2]. Precious Metals - Gold is supported by the weakening of the US dollar's credit and its commodity attributes, and it oscillates above the 60 - day moving average. Silver has further upside potential due to the general rise of domestic industrial products and capital inflows, and long positions can be held. Gold continues to correct as the European Central Bank pauses rate cuts for the first time in a year and the risk - aversion sentiment eases [2]. Shipping Index (European Line) - The EC main contract rebounds slightly. With the increasing expectation of anti - involution, the price continues to oscillate strongly. It is recommended to hold short positions in the 08 contract or short the 10 contract at high prices [2]. Steel and Iron Ore - The iron ore has insufficient upward momentum as the molten iron output slightly decreases and the port inventory slightly increases. It is recommended to go long on coking coal and short on iron ore. The steel price continues to oscillate strongly, and long positions can be held [2]. Coking Coal and Coke - The expectation of production - restriction documents is rising, the resumption of coal mines is lagging, the spot market is strong, and the transaction is picking up. The third round of price increases by mainstream coking plants has started, and there is still an expectation of price increases. It is recommended to take profits on long positions step by step at high prices [2]. Non - ferrous Metals - Copper: The short - term sentiment fades, and high copper prices suppress demand. - Aluminum: The market sentiment is bullish, and the aluminum price oscillates at a high level, but the expectation of inventory accumulation in the off - season is still strong. - Other non - ferrous metals also have different market trends and corresponding trading suggestions based on factors such as macro - sentiment, inventory, and supply - demand [2]. Energy and Chemicals - Crude oil: The macro - sentiment eases, and the demand expectation recovers, pushing up the oil price. - Other energy and chemical products such as urea, PX, PTA, etc., have different market trends and trading suggestions according to factors such as supply - demand, macro - environment, and cost [2]. Agricultural Products - Different agricultural products such as soybeans, corn, palm oil, etc., have different market trends and trading suggestions based on factors such as supply - demand, weather, and policy [2]. Special Commodities - Glass: The document on air pollution prevention boosts market sentiment, and the spot transaction is strong. - Rubber: The macro - sentiment is positive, and supply disruptions due to rainy weather in overseas production areas and conflicts between Thailand and Cambodia drive up the rubber price. - Other special commodities also have corresponding market trends and trading suggestions [2]. New Energy - Polysilicon futures oscillate and rise to a new high, but attention should be paid to the risk of a pullback due to the increase in warehouse receipts. - Recycled lithium: The market sentiment is boosted, but the fundamental change is not significant. It is recommended to be cautious and stay on the sidelines [2].

1. Report Industry Investment Rating - The 2509 contract of Treasury bond futures is rated neutral [3] 2. Core Viewpoints of the Report - The stock - bond seesaw effect is obvious, and Treasury bond futures closed down across the board. Affected by the strong stock market, the risk appetite has recovered, suppressing the bond market. The delay of the Fed's interest - rate cut expectation and the increase in global trade uncertainty have added uncertainty to foreign capital inflows. Overall, the bond market fluctuates between stable - growth and easing expectations, and short - term attention should be paid to policy signals at the end of the month [1][2] 3. Summary by Relevant Catalogs 3.1 Interest Rate Pricing Tracking Indicators - Price indicators: China's CPI (monthly) has a month - on - month change of - 0.10% and a year - on - year change of 0.10%; China's PPI (monthly) has a month - on - month change of - 0.40% and a year - on - year change of - 3.60% [8] - Monthly economic indicators: Social financing scale is 430.22 trillion yuan, with a month - on - month increase of 4.06 trillion yuan and a growth rate of 0.95%; M2 year - on - year is 8.30%, with a month - on - month increase of 0.40% and a growth rate of 5.06%; Manufacturing PMI is 49.70%, with a month - on - month increase of 0.20% and a growth rate of 0.40% [9] - Daily economic indicators: The US dollar index is 97.86, with a month - on - month decrease of 0.60 and a decline rate of - 0.61%; The US dollar against the offshore RMB is 7.1795, with a month - on - month decrease of 0.004 and a decline rate of - 0.05%; SHIBOR 7 - day is 1.48, with a month - on - month decrease of 0.02 and a decline rate of - 1.14%; DR007 is 1.49, with a month - on - month decrease of 0.02 and a decline rate of - 1.10%; R007 is 1.68, with a month - on - month increase of 0.04 and a growth rate of 2.35%; The 3 - month inter - bank certificate of deposit (AAA) is 1.54, with a month - on - month increase of 0.00 and a growth rate of 0.22%; The AA - AAA credit spread (1Y) is 0.08, with a month - on - month increase of 0.00 and a growth rate of 0.22% [9] 3.2 Treasury Bonds and Treasury Bond Futures Market Overview - On July 21, 2025, the closing prices of TS, TF, T, and TL were 102.42 yuan, 105.96 yuan, 108.76 yuan, and 119.97 yuan respectively, with price changes of - 0.01%, - 0.05%, - 0.05%, and - 0.46% respectively. The average net basis of TS, TF, T, and TL was - 0.018 yuan, - 0.001 yuan, - 0.031 yuan, and - 0.044 yuan respectively [2] 3.3 Money Market Fundamentals - On July 21, 2025, the central bank conducted 170.7 billion yuan of 7 - day reverse repurchase operations at a fixed interest rate of 1.4%. The main - term repurchase rates of 1D, 7D, 14D, and 1M were 1.366%, 1.477%, 1.571%, and 1.534% respectively, and the repurchase rates have recently declined [1] 3.4 Spread Overview - The report presents various spread - related charts, including the inter - period spread trends of Treasury bond futures varieties, and the relationships between spot - bond term spreads and futures cross - variety spreads [41][43][44] 3.5 Two - Year Treasury Bond Futures - The report shows charts of the implied interest rate of the TS main contract and the Treasury bond yield to maturity, and the relationship between the TS main contract's IRR and the fund interest rate [46][49] 3.6 Five - Year Treasury Bond Futures - The report shows charts of the implied interest rate of the TF main contract and the Treasury bond yield to maturity, the TF main contract's IRR and the fund interest rate, and the TF main contract's basis and net basis trends in the past three years [55][58] 3.7 Ten - Year Treasury Bond Futures - The report shows charts of the implied interest rate of the T main contract and the Treasury bond yield to maturity, the T main contract's IRR and the fund interest rate, and the T main contract's basis and net basis trends in the past three years [63][66] 3.8 Thirty - Year Treasury Bond Futures - The report shows charts of the implied interest rate of the TL main contract and the Treasury bond yield to maturity, the TL main contract's IRR and the fund interest rate, and the TL main contract's basis and net basis trends in the past three years [71][74][76]

Report Industry Investment Rating No relevant content provided. Core View of the Report - Last week, Treasury bond futures first rose and then fluctuated. The rise was mainly due to the policy benefits brought by the simultaneous reduction of LPR and deposit rates, which strengthened the market's expectation of a further decline in the interest rate center and boosted medium - and long - term interest - rate bonds. However, after the policy was implemented, along with the increasing game sentiment on the progress of Sino - US negotiations and future economic data, the risk preference recovered, increasing the upward pressure on long - bond yields, and the futures bond trends became more differentiated and volatile. The approaching supply of ultra - long - term special treasury bonds on the fiscal side also intensified market concerns about duration pressure. Overall, the subsequent trend still depends on the performance of economic data and the rhythm of fiscal policies [3] Summary by Directory 1. Interest Rate Pricing Tracking Indicators - **Price Indicators**: China's monthly CPI had a 0.10% month - on - month change and a - 0.10% year - on - year change; China's monthly PPI had a - 0.40% month - on - month change and a - 2.70% year - on - year change [9] - **Monthly Economic Indicators**: The social financing scale was 424.00 trillion yuan, with a month - on - month increase of 1.04 trillion yuan (+0.25%); M2 year - on - year was 8.00%, with a month - on - month increase of 1.00% (+14.29%); the manufacturing PMI was 49.00%, with a month - on - month decrease of 1.50% (-2.97%) [9] - **Daily Economic Indicators**: The US dollar index was 99.57, with a month - on - month increase of 0.60 (+0.61%); the offshore US dollar to RMB exchange rate was 7.1865, with a month - on - month increase of 0.017 (+0.23%); SHIBOR 7 - day was 1.60, with a month - on - month increase of 0.02 (+1.20%); DR007 was 1.62, with a month - on - month decrease of 0.04 (-2.17%); R007 was 1.76, with a month - on - month decrease of 0.21 (-10.82%); the 3 - month inter - bank certificate of deposit (AAA) was 1.69, with a month - on - month increase of 0.02 (+1.10%); the AA - AAA credit spread (1Y) was 0.10, with a month - on - month increase of 0.01 (+1.10%) [9] 2. Overview of Treasury Bonds and Treasury Bond Futures Market - **Market Data**: On May 27, 2025, the closing prices of TS, TF, T, and TL were 102.41 yuan, 106.03 yuan, 108.74 yuan, and 119.46 yuan respectively, with price changes of - 0.02%, - 0.03%, - 0.11%, and - 0.26% respectively. The average net basis of TS, TF, T, and TL was - 0.086 yuan, - 0.073 yuan, - 0.001 yuan, and 0.250 yuan respectively [2] 3. Overview of the Money Market Funding Situation - **Central Bank Operations**: On May 27, 2025, the central bank conducted a 448 - billion - yuan 7 - day reverse repurchase operation at a fixed interest rate of 1.5% [2] - **Money Market Rates**: The repurchase rates for 1D, 7D, 14D, and 1M were 1.452%, 1.598%, 1.667%, and 1.614% respectively, and the repurchase rates had recently declined [2] 4. Spread Overview - The report provides various spread data through multiple figures, including the inter - period spread trends of Treasury bond futures varieties, the term spread of spot bonds and the cross - variety spread of futures, etc. [36][41][42] 5. Two - Year Treasury Bond Futures - The report presents data on the implied interest rate of the TS main contract and the Treasury bond yield to maturity, the IRR of the TS main contract and the funding rate, and the basis and net basis trends of the TS main contract in the past three years through figures [44][46][57] 6. Five - Year Treasury Bond Futures - The report shows data on the implied interest rate of the TF main contract and the Treasury bond yield to maturity, the IRR of the TF main contract and the funding rate, and the basis and net basis trends of the TF main contract in the past three years through figures [53][56][59] 7. Ten - Year Treasury Bond Futures - The report provides data on the implied interest rate of the T main contract and the Treasury bond yield to maturity, the IRR of the T main contract and the funding rate, and the basis and net basis trends of the T main contract in the past three years through figures [64][67] 8. Thirty - Year Treasury Bond Futures - The report gives data on the implied interest rate of the TL main contract and the Treasury bond yield to maturity, the IRR of the TL main contract and the funding rate, and the basis and net basis trends of the TL main contract in the past three years through figures [71][76][78] Strategies - **Unilateral Strategy**: With the decline of repurchase rates and the fluctuating prices of Treasury bond futures, the 2509 contract is neutral [4] - **Arbitrage Strategy**: Pay attention to the widening of the basis [4] - **Hedging Strategy**: There is medium - term adjustment pressure, and short - sellers can use far - month contracts for appropriate hedging [4]