Market Overview - The A-share market showed a rebound today, with the Shanghai Composite Index rising by 0.55% to 3976.52 points and the Shenzhen Component Index increasing by 0.19% to 13404.06 points. The total trading volume exceeded 2.1 trillion yuan, with over 3500 stocks gaining. The market sentiment is shifting from profit improvement expectations to verification of profit improvements, indicating a change in market style. A-shares remain undervalued compared to global markets, and the liquidity is expected to improve as the USD enters a rate-cutting cycle, maintaining a slow bull market outlook for A-shares [1]. Coal Industry - The coal industry saw an increase of 2.52% today. The fundamentals suggest that coal supply will strengthen in Q4, with resilient demand, making coal prices likely to rise. The coal sector has strong valuation certainty and significant dividend advantages, and as coal prices and performance elasticity materialize, the sector may benefit from a Davis double effect. In the medium to long term, the industry is expected to benefit from favorable factors such as "anti-involution" and state-owned enterprise market value management. It is recommended to pay attention to the Coal ETF (515220) for investment opportunities [1]. Hong Kong Stock Market - The Hong Kong stock market rose by 0.97% to 26158.36 points, with a general strength in new energy vehicle companies. Sector-wise, the valuations of information technology, consumer discretionary, and utilities in the Hong Kong market are relatively low compared to A-shares and US stocks. The Hang Seng Technology Index offers good value. With external liquidity improving and capital inflows supporting the market, the outlook for Hong Kong stocks remains positive. It is recommended to continue allocating to the Hong Kong Technology ETF (513020) and the Hong Kong Stock Connect 50 ETF (159712) [1]. Photovoltaic Industry - The Photovoltaic 50 ETF (159864) increased by 3.73% today. Recently, 17 leading polysilicon companies are set to establish a joint platform, marking substantial progress in supply-side reforms. The recent quarterly reports from major companies in the photovoltaic supply chain show a continuous narrowing of losses, with several leading firms exceeding performance expectations for Q3 2025. Policy-wise, the "14th Five-Year Plan" suggests unifying market rules to eliminate local protectionism and market fragmentation, addressing "involution" competition. The combination of policy support, market clearing, and technological iteration is expected to support the industry’s return to healthy operations. The end of the year may serve as a critical observation point for the implementation of "anti-involution" policies, with potential developments in silicon material mergers and production limits. Investors interested in this sector should keep an eye on the Photovoltaic 50 ETF (159864) [2]. Technology Sector - As Q4 begins, the sentiment for technology growth has fluctuated, leading to increased market volatility and a retreat in equity risk appetite, with some funds shifting from aggressive to defensive strategies. The dividend index, which has a high resource weight, is more sensitive to the leading gains in coal and oil & gas sectors. In the short term, the value of dividend-style allocations is highlighted during market fluctuations. In the long term, the new "National Nine Articles" guidance, combined with a decline in risk-free yields, indicates a higher allocation value for dividend assets. The Dividend State-Owned Enterprise ETF (510720) and Cash Flow ETF (159399) are recommended for ongoing evaluation of dividends [2].

Core Viewpoint - The article discusses the current market sentiment around a potential bull market, emphasizing the importance of learning from historical market cycles and adopting prudent investment strategies to navigate the evolving landscape [2][22]. Group 1: Historical Bull Markets - The article reflects on three significant bull markets in China's A-share history, highlighting the lessons learned from each cycle [3][12]. - The 2007 bull market saw the Shanghai Composite Index peak at 6124 points, with a cumulative increase of over 600% over 606 days, driven by a combination of global economic growth and domestic demand expansion [5][6]. - The 2015 bull market was characterized by high leverage and speculative trading, leading to a rapid increase in margin financing and a peak index of 5178 points [13][14]. - The 2021 structural bull market was marked by significant sector rotation, with core assets like liquor and pharmaceuticals leading the charge, while the overall index did not experience extreme fluctuations [16][21]. Group 2: Market Phases and Investor Behavior - The article outlines six phases of market sentiment that investors typically experience during a bull market, from disbelief in rising prices to eventual acceptance and participation [22][23]. - It emphasizes the psychological barriers that prevent investors from acting rationally, often leading to missed opportunities or excessive risk-taking [24][30]. Group 3: Investment Strategies - The article advocates for cautious use of leverage, highlighting the risks associated with high leverage during market downturns [27][29]. - It stresses the importance of overcoming the fear of missing out (FOMO) by establishing a disciplined investment plan with clear entry and exit strategies [30][32]. - The article recommends index-based investing as a more stable approach compared to chasing individual stocks, suggesting that a diversified portfolio can better withstand market volatility [33]. - Asset allocation is emphasized as a critical strategy, with a focus on maintaining a balanced portfolio to manage risk effectively [34]. Group 4: Recommendations for Different Investor Profiles - For experienced investors, the article suggests maintaining a disciplined approach and being prepared for market fluctuations [36]. - For novice investors, it recommends starting with index fund investments, controlling initial exposure, and gradually building knowledge of financial principles [36].

在去年高增长、高基数的基础上，2024年生成式AI业务依然保持了极高的增速。这不仅彰显了以大模 型技术为基础的业务所具有的强劲生命力，也验证了商汤"AI基础设施(大装置)-大模型(日日新)-应用"三 位一体战略的可行性。该战略构建了完整的商业闭环：AI大装置为应用落地提供算力支撑，应用反馈 又指导基础设施升级；大模型能力与基础设施相互促进，实现算力效率的持续优化；同时，多元化的技 术路径加速了应用场景渗透，而应用实践又推动大模型向精细化方向发展。 特别值得关注的是，2024年生成式AI业务在总收入中的占比从34.8%提升至63.7%，是商汤集团最大的 业务收入。这标志着公司彻底完成从视觉AI向生成式AI战略转型的全面胜利，其收入结构变革已形成 不可逆的良性发展态势。 一、"三位一体"战略持续巩固技术领先地位，训练效率优于DeepSeek公开报告 商汤科技依托"大装置-大模型-应用"的深度协同创新，形成核心技术差异化优势，并持续巩固技术领先 地位。 2024年，商汤生成式AI业务收入突破24亿元，同比增长103.1%，连续两年保持三位数增长。这一强劲 表现推动商汤2024年全年收入同比增长10.8%，达到37. ...