Investment Rating - The investment rating for the company is "Buy" and is maintained [7]. Core Views - The company has participated in establishing a technology investment fund, contributing RMB 66 million, which represents a 10.9963% stake in the fund with a total commitment of RMB 600.2 million [5][10]. - This investment is expected to enhance the company's long-term returns and improve its overall competitive strength and profitability [10]. - The company has also ventured into the digital culture industry, with its digital culture business contributing 18.09% to revenue as of mid-2025, indicating initial success in this area [10]. - The introduction of AI technologies has significantly improved the efficiency and value of engineering drawings and model data, with the launch of the "Graph-Model Space" product expected to generate incremental subscription revenue [10]. Summary by Sections Investment Overview - The company has invested in Shenzhen's technology investment partnership, aiming for long-term returns and enhanced competitive strength [5][10]. Business Development - The company has established subsidiaries in the digital culture sector, focusing on short drama production, which has shown promising revenue contributions [10]. Technological Advancements - The development of AI-related technologies has improved operational efficiencies, with the launch of a new product aimed at enhancing data utilization [10]. Financial Projections - The company anticipates steady revenue growth, with total revenue projected to increase from RMB 1,167 million in 2024 to RMB 1,315 million by 2027 [14].

Market Performance - The Sci-Tech 50 Index increased by 7.27% and the ChiNext Index rose by 8.05% over the last five trading days, while the large-cap value index grew by 1.30% and the large-cap growth index by 5.08% [1] - The Shanghai Stock Exchange 50 Index increased by 2.63%, and the small-cap index represented by the CSI 2000 rose by 3.58%. The telecommunications and electronics sectors performed well, while agriculture, forestry, animal husbandry, and food and beverage sectors lagged [1] Valuation Levels - As of October 24, 2025, the static PE ratio of the CSI All Share Index is at an 81% percentile, with the Shanghai 50 and CSI 300 at 76% and 73% respectively. The ChiNext Index is close to the 52% mark, while the CSI 500 and CSI 1000 are at 62% and 59% respectively, indicating that the ChiNext Index's valuation is relatively at the historical median level [1] Risk Premium - The risk premium, calculated as the inverse of the static PE of the CSI All Share Index minus the yield of ten-year government bonds, stands at 2.79% as of October 24, 2025. The two standard deviation boundary is at 4.75% [1] Fund Flows - In the last five trading days, ETF inflows amounted to 2.4 billion yuan, while margin trading decreased by approximately 6.2 billion yuan. The average daily trading volume across the two markets was 177.95 billion yuan [2] Thematic Indexes - The latest thematic allocations include the CSI Energy Index, CSI Banking Index, and CSI Coal Index, among others [2][3]

Market Performance - The Sci-Tech 50 Index decreased by 6.46% over the last five trading days, while the ChiNext Index fell by 5.71%. In contrast, the large-cap value stocks rose by 2.08%, and large-cap growth stocks declined by 3.90%. The Shanghai Stock Exchange 50 Index dropped by 0.24%, and the small-cap stocks represented by the CSI 2000 fell by 4.69%. The banking and coal sectors performed well, while electronics and media lagged behind [1]. Risk Premium and Valuation Levels - As of October 17, 2025, the static PE of the CSI All Share Index indicates a risk premium of 2.97%, calculated as the inverse of the PE minus the yield of ten-year government bonds. The two standard deviation boundary is set at 4.75%. The valuation levels show that the CSI All Share Index's PETTM is at the 77th percentile, with the Shanghai 50 and CSI 300 at 73% and 70%, respectively. The ChiNext Index is close to the 47th percentile, while the CSI 500 and CSI 1000 are at 60% and 54% [1]. Fund Flows and Trading Activity - In the last five trading days, ETF inflows amounted to 68.6 billion yuan, and the margin trading balance increased by approximately 70.5 billion yuan. The average daily trading volume across both markets was 2.1746 trillion yuan [2]. Thematic Indexes - The latest thematic allocations focus on low-carbon economy, new energy, and semiconductor materials. Specific indices include the CSI Mainland Low-Carbon Economy Theme Index, ChiNext New Energy Index, and the Shanghai Stock Exchange Sci-Tech Board Semiconductor Materials Equipment Theme Index [2][3]. Long-Term Market Sentiment - The report includes observations on the proportion of stocks above the 200-day moving average, indicating long-term market sentiment trends [13]. Financing Balance - The report tracks the financing balance, which reflects the overall leverage and risk appetite in the market [16].

Market Performance - The Sci-Tech 50 Index decreased by 1.48% over the last five trading days, while the ChiNext Index fell by 3.79%. In contrast, the large-cap value stocks rose by 1.03%, and the large-cap growth stocks declined by 0.67%. The Shanghai 50 Index increased by 1.13%, and the small-cap index represented by the CSI 2000 dropped by 0.15%. The sectors of non-ferrous metals and steel performed well, while media and communication lagged behind [1]. Risk Premium and Valuation Levels - As of October 10, 2025, the risk premium, calculated as the inverse of the static PE of the CSI All Share Index minus the yield of ten-year government bonds, stood at 2.84%. The two-standard-deviation boundary is 4.76%. The valuation levels indicate that the CSI All Share Index's PETTM is at the 80th percentile, with the Shanghai 50 and CSI 300 both at 71%. The ChiNext Index is close to the 50th percentile, while the CSI 500 and CSI 1000 are at 63% and 61%, respectively. The ChiNext Index's valuation is relatively at the historical median level [1]. ETF Fund Flows - In the last five trading days, ETF inflows amounted to 68.6 billion yuan, and the margin trading balance increased by approximately 15.3 billion yuan. The average daily trading volume across the two markets was 233.17 billion yuan [2]. Industry Focus - The latest thematic allocation focuses on semiconductor materials, chips, and information technology. This includes specific indices such as the CSI Semiconductor Industry Index, the Shanghai Stock Exchange Sci-Tech Board Semiconductor Materials Equipment Theme Index, the CSI Semiconductor Materials Equipment Index, the Shanghai Stock Exchange Sci-Tech Board Chip Index, and the Shanghai Stock Exchange Sci-Tech Board New Generation Information Technology Index [2][3]. Long-term Market Sentiment - The report includes observations on the proportion of stocks above the 200-day long-term moving average, indicating market sentiment trends [13]. Financing Balance - The report tracks the financing balance, which is a critical indicator of market liquidity and investor sentiment [16]. Individual Stock Performance - There is a statistical distribution of individual stocks based on their year-to-date performance across different return intervals, providing insights into stock performance trends [18]. Oversold Indices - The report highlights indices that are currently considered oversold, which may present potential investment opportunities [20].

Market Performance - The Sci-Tech 50 Index increased by 6.47% over the last five trading days, while the ChiNext Index rose by 1.96%. In contrast, the large-cap value index fell by 0.34%, and the large-cap growth index increased by 2.48%. The SSE 50 Index saw a gain of 1.07%, while the small-cap index represented by the CSI 2000 declined by 1.27%. The sectors of electric equipment and non-ferrous metals performed well, whereas social services and comprehensive sectors lagged behind [1]. Valuation Levels - As of September 26, 2025, the static PE of the CSI All Share Index is at a percentile of 77%. The SSE 50 and CSI 300 are at 70% and 69%, respectively, while the ChiNext Index is close to 51%. The CSI 500 and CSI 1000 are at 62% and 58%, respectively. The valuation of the ChiNext Index is relatively at the historical median level [1]. Risk Premium - The risk premium, calculated as the inverse of the static PE of the CSI All Share Index (EP) minus the yield of ten-year government bonds, stands at 2.88% as of September 26, 2025. The two standard deviation boundary is at 4.76% [1]. ETF Fund Flows - In the last five trading days, ETF inflows amounted to 17.8 billion yuan, while the margin trading balance increased by approximately 41.7 billion yuan. The average daily trading volume across the two markets was 22,921 billion yuan [2]. Thematic Indexes - The latest thematic allocations focus on semiconductor materials, chips, and information technology, including the SSE Sci-Tech Board Semiconductor Materials Equipment Index, CSI Semiconductor Industry Index, SSE Sci-Tech Board Chip Index, and SSE Sci-Tech Board New Generation Information Technology Index [2][3]. Long-term Market Sentiment - The report includes observations on the proportion of stocks above the 200-day moving average, indicating long-term market sentiment [12]. Financing Balance - The report tracks the financing balance, which reflects the risk appetite for equity assets compared to bond assets [15]. Individual Stock Performance - There is a statistical distribution of individual stocks based on their year-to-date return ranges, providing insights into performance trends [18]. Oversold Indices - The report notes instances of indices being oversold, which may present potential investment opportunities [19].

Market Performance - The Sci-Tech 50 Index increased by 13.31% over the last five trading days, while the ChiNext Index rose by 5.85%. The large-cap value index grew by 1.56%, and the large-cap growth index increased by 4.77%. The Shanghai 50 Index and the CSI 2000 Index, representing small caps, saw gains of 3.38% and 3.47%, respectively. The telecommunications and electronics sectors performed well, while real estate and coal sectors lagged behind [1]. Risk Premium Analysis - The static PE of the CSI All Index minus the yield of ten-year government bonds indicates a risk premium. Historical extreme bottoms have shown this data to be at two standard deviations above the mean, with notable instances in 2012, 2018, and 2020. As of January 19, 2024, the indicator reached 4.11%, marking the fifth occurrence since 2016 to exceed 4%. As of August 22, 2025, the indicator stands at 3.03%, with the two standard deviation boundary at 4.77% [1]. Valuation Levels - As of August 22, 2025, the CSI All Index's PE TTM percentile is at 76%. The Shanghai 50 and CSI 300 indices are at 72% and 68%, respectively, while the ChiNext Index is close to 39%. The CSI 500 and CSI 1000 indices are at 58% and 57%, indicating that the ChiNext Index's valuation is relatively low compared to historical averages [2]. Long-term Market Trends - The Shenzhen 100 Index has experienced bear markets approximately every three years, followed by bull markets. The current adjustment cycle began in Q1 2021, suggesting a potential upward cycle from the bottom based on historical patterns [2]. Fund Flow and Trading Activity - In the last five trading days, ETF inflows totaled 24.7 billion yuan, and the margin financing increased by approximately 90.1 billion yuan. The average daily trading volume across both markets was 25.463 billion yuan [3]. AI and Neural Network Analysis - A convolutional neural network (CNN) has been utilized to model price and volume data, mapping learned features to industry themes. The latest focus is on sectors such as telecommunications [8].

Market Performance - The Sci-Tech 50 Index decreased by 1.47% over the last five trading days, while the ChiNext Index fell by 0.88%. In contrast, the large-cap value stocks rose by 0.48%, and the large-cap growth stocks declined by 0.40% [1] - The medical and biological sectors performed well, while the computer and machinery equipment sectors lagged behind [1] Risk Premium Analysis - The static PE of the CSI All Share Index minus the yield of 10-year government bonds indicates a risk premium. Historical extreme bottoms have shown this data to be at two standard deviations above the mean, with recent peaks at 4.17% on April 26, 2022, and 4.11% on January 19, 2024. As of May 23, 2025, the indicator stands at 3.84%, with the two standard deviation boundary at 4.76% [1] Valuation Levels - As of May 23, 2025, the CSI All Share Index's TTM PE is at the 51st percentile, with the SSE 50 and CSI 300 at 62% and 49%, respectively. The ChiNext Index is close to 11%, indicating a relatively low valuation level compared to historical averages [2] Long-term Market Trends - The Shenzhen 100 Index has experienced bear markets approximately every three years, followed by bull markets. The current adjustment, which began in Q1 2021, has shown sufficient time and space for a potential upward cycle [2] Fund Flow and Trading Activity - In the last five trading days, ETF funds saw an outflow of 24 billion yuan, while margin financing decreased by approximately 20 million yuan. The average daily trading volume across both markets was 1.1376 trillion yuan [3] AI and Machine Learning Applications - A convolutional neural network (CNN) has been utilized to model price and volume data, mapping learned features to industry themes. The latest focus is on sectors such as banking and dividends [2][10]

Market Performance - The recent 5 trading days saw the Sci-Tech 50 Index increase by 0.24%, the ChiNext Index rise by 4.13%, large-cap value stocks up by 1.55%, large-cap growth stocks up by 2.05%, the SSE 50 Index up by 1.46%, and the small-cap represented by the CSI 2000 up by 3.77% [1] - The defense and military industry, as well as the communication sector, performed well, while steel and retail sectors lagged behind [1] Risk Premium Analysis - The static PE of the CSI All Index minus the yield of 10-year government bonds indicates a risk premium, which has historically reached extreme levels at two standard deviations above the mean during significant market bottoms, such as in 2012, 2018, and 2020 [1] - As of April 26, 2022, the risk premium reached 4.17%, and on October 28, 2022, it was 4.08%, with a recent reading of 4.11% on January 19, 2024, marking the fifth occurrence since 2016 of exceeding 4% [1] Valuation Levels - As of May 9, 2025, the CSI All Index's PETTM is at the 50th percentile, with the SSE 50 and CSI 300 at 61% and 47% respectively, while the ChiNext Index is close to 11% [2] - The ChiNext Index's valuation is relatively low compared to historical averages [2] Long-term Market Trends - The technical analysis of the Deep 100 Index indicates a pattern of bear markets every three years followed by bull markets, with previous declines ranging from 40% to 45% [2] - The current adjustment cycle began in Q1 2021, suggesting a potential for upward movement from the bottom [2] Fund Flow and Trading Activity - In the last 5 trading days, ETF funds saw an outflow of 17.9 billion yuan, while margin trading increased by approximately 4.4 billion yuan [2] - The average daily trading volume across both markets was 1.2918 trillion yuan [2] AI and Machine Learning Insights - A convolutional neural network (CNN) was utilized to model price and volume data, mapping learned features to industry themes, with a current focus on banking [2][7] Market Sentiment - The proportion of stocks above the 200-day moving average is being tracked to gauge market sentiment [9] Equity and Bond Risk Preference - Ongoing monitoring of risk preferences between equity and bond assets is being conducted [11]

Market Performance - The recent 5 trading days saw the Sci-Tech 50 Index decline by 1.29%, and the ChiNext Index drop by 1.12%, while the large-cap value index rose by 0.28% and the large-cap growth index increased by 0.04% [1] - The healthcare and agriculture sectors performed well, whereas the computer and defense industries lagged behind [1] Risk Premium Analysis - The static PE of the CSI All Share Index minus the yield of 10-year government bonds indicates a risk premium, which has historically reached extreme levels at two standard deviations above the mean during significant market bottoms [1] - As of January 19, 2024, the risk premium indicator was at 4.11%, marking the fifth occurrence since 2016 of exceeding 4% [1] Valuation Levels - As of March 28, 2025, the CSI All Share Index's PE TTM percentile was at 53%, with the SSE 50 and CSI 300 at 58% and 48% respectively, while the ChiNext Index was close to 14% [2] - The ChiNext Index's valuation is relatively low compared to historical averages [2] Long-term Market Trends - The Shenzhen 100 Index has experienced bear markets approximately every three years, followed by bull markets, with declines ranging from 40% to 45% [2] - The current adjustment cycle, which began in Q1 2021, appears to have sufficient time and space for a potential upward trend [2] Fund Flow and Trading Activity - In the last 5 trading days, ETF inflows totaled 16.2 billion yuan, while margin financing decreased by approximately 24.8 billion yuan [3] - The average daily trading volume across both markets was 1.2346 trillion yuan [3] Thematic Investment Focus - As of March 28, 2025, the recommended investment themes include construction materials and low-volatility dividend stocks [2][8]