[200MW/800MWh New-Type ESS Power Station Project Lands in Zhengzhou, Henan] Shenzhen Yichu Energy Technology Co., Ltd. announced on its official account that on June 10, Yichu Energy reached a strategic cooperation agreement with the People's Government of Shangjie District, Zhengzhou City, Henan Province. Both parties plan to jointly invest in and construct a new-type ESS power station project in the local area. According to the agreement, the project will be planned, invested, and constructed based on the local new energy development process, with an expected total construction scale of 200MW/800MWh. After the project is completed and put into operation, it will significantly enhance the peak shaving capacity of the local power grid, effectively improve the consumption level of new energy, and provide strong support for the optimization and stable supply of the regional energy structure.

In April 2024, SANY forged a strategic partnership with an Australian customer. Prior to this, SANY had already established the largest integrated hydrogen production and refueling station in China, and this collaboration marked its first foray into introducing relevant technologies to the international market. On May 20 this year, SANY officially delivered custom-developed 200 Nm³/h skid-mounted hydrogen production and refueling equipment to the customer, signifying a crucial step forward in the internationalization of its green energy products. Leading Technology Drives Efficient Hydrogen Refueling The project employs industry-leading flexible electrolysis water hydrogen production technology, paired with an integrated control system to ensure stable and efficient operation of the equipment. A single system boasts dual-stage hydrogen compression and storage capabilities at 50 MPa and 90 MPa, meeting the hydrogen refueling needs of both 35 MPa commercial vehicles and 70 MPa passenger vehicles. This means that whether it's freight vehicles or daily-use passenger vehicles, they can all be quickly and safely refueled at this integrated station. Adhering to Global Standards, Ensuring Safe and Compliant Implementation To successfully enter the Australian market, the project strictly adhered to local market standards during production and has obtained comprehensive certifications from Bureau Veritas (BV) and TÜV SÜD: AS 3000 Electrical Safety Certification: Achieving Australia's highest Level 2 standard. ASME/AS1200 Dual Certification: Pressure vessels comply with both US and Australian standards, holding ASME U3 stamp certification. Fatigue life exceeds 20,000 cycles. SAE J2601 Hydrogen Refueling Protocol Testing: Conforming to international fueling standards, capable of refueling 70 MPa passenger vehicles within 3 minutes. Design-Oriented Development and Rigorous Safety Analysis SANY adopts a forward development process based on fundamental design principles. During the development process, the project team conducted comprehensive risk assessment and management for the PEM (Proton Exchange Membrane) hydrogen production and purification system and the high-pressure hydrogen refueling system, covering hazard identification, hazard and operability analysis, safety integrity level assessment, and layer of protection analysis, among other aspects. These analytical methods facilitate the precise identification of risks at an early stage of the project, laying a solid foundation for creating safe, intelligent, and resilient hydrogen energy solutions. Leveraging advanced technology, stringent safety standards, and global collaboration, SANY's success in the Australian market will serve as a pivotal step in promoting sustainable development. SANY remains focused on the clean energy sector, continuously deepening its expertise and making breakthroughs in wind energy, solar energy, hydrogen energy, energy storage systems (ESS), and microgrid technologies. Xiang Wenbo, Chairman of SANY Heavy Industry, stated, "SANY is accelerating its transition towards decarbonization and green growth, committed to injecting momentum into the industry's green development.""

Recently, the 0.8mm titanium pickling coil developed by Panzhihua Iron & Steel Group Xichang Panxin Vanadium-Titanium Metal Materials Co., Ltd. (hereinafter referred to as "Panxin Vanadium-Titanium") was successfully rolled off the production line. This product not only sets a new record for the thinnest specification of titanium pickling processed by Panzhihua Iron & Steel Group, but also marks a key technological leap forward in the high-end titanium processing sector for the Group. Since 2025, Panxin Vanadium-Titanium has focused on process upgrades and quality improvements, accelerating the iteration of product technologies and the development of new products. To overcome the bottleneck in processing thin-gauge titanium materials, the company established a special pickling task force, collaborating with technical teams such as the Panzhihua Iron & Steel Group Research Institute. Through a series of innovative measures, they overcame multiple technical barriers in continuous production. In terms of technological innovation, Panxin Vanadium-Titanium constructed a three-dimensional control system integrating "process parameters + equipment operation + quality monitoring," combined with an intelligent mapping model of "process parameters + quality indicators," achieving precise control over the entire production process. The company developed six core technologies, including precise weld seam control, dynamic tension compensation, and intelligent acid circulation, pushing the titanium coil pickling process beyond the 1mm design limit of the equipment unit and achieving a dual improvement in production efficiency and quality. Upon detection, the 0.8mm pickled titanium product rolled off the line achieved a 100% qualification rate, with a comprehensive finished product rate of 98.5% and a surface defect rate below 3%, surpassing the internationally accepted full-length control standard of 5%. A series of data highlights Panzhihua Iron & Steel Group's leading strength in the high-end titanium processing sector. According to the project leader, during the technological development process, the R&D team systematically refined a technical specification system of 15 key process standards, providing reliable technical support for the subsequent development of ultra-thin-gauge products and further promoting the application of Panzhihua Iron & Steel Group's titanium materials in high-end markets such as nuclear power, aviation, and marine engineering. Currently, Panxin Vanadium-Titanium has joined forces with institutions such as the Institute of Metal Research, Chinese Academy of Sciences, to launch the second phase of the technological breakthrough plan, focusing on the R&D of laser cleaning as an alternative to pickling processes. This technological innovation aims to drive the titanium processing industry towards greener and smarter upgrades, injecting new momentum into the construction of Ansteel Group's core supporting capabilities as the leader of the titanium and new materials industry chain. The breakthrough in the 0.8mm titanium pickling technology represents a significant milestone for Panzhihua Iron & Steel Group in the high-end titanium sector. Looking ahead, Panzhihua Iron & Steel Group will continue to prioritize innovation-driven development, deepen technological upgrades and product iterations, and contribute more "Panzhihua Iron & Steel Group solutions" to the high-quality development of China's titanium industry.

SMM News on May 15: In the mid-to-late April, many PV industry chain enterprises successively released their performance reports for the full year of 2024 and Q1 2025. Among them, three PV inverter enterprises, including Sungrow, Deye Technology, and Sineng Electric, all achieved remarkable performance. SMM has compiled the performance of these three PV inverter enterprises, as detailed below: Sungrow's Net Profit Surpasses 10 Billion Yuan for the First Time, Achieving a Strong Start in Q1 According to Sungrow's annual report data, in 2024, Sungrow achieved a total revenue of 77.857 billion yuan, up 7.76% YoY. The net profit attributable to shareholders of the publicly listed firm reached 11.036 billion yuan, up 16.92% YoY. It is worth mentioning that although the growth rate of its annual performance slowed down, from the perspective of net profit, achieving a net profit surpassing 10 billion yuan for the first time is truly remarkable in the current PV industry chain, which is in a downturn cycle. During an investor activity survey, Sungrow also mentioned that amidst slowing industry growth, intensified competition, and widespread losses, it was not easy for the company to still achieve growth in revenue and profit. This was mainly due to the continuous prominence of the company's core competitiveness, the continuous expansion of its brand influence, its consistent focus on the main track, its adherence to in-depth development, the implementation of a full-coverage strategy for core businesses, and the full play of its advantages in the global marketing and service network, leading to continuous improvements in brand power, marketing power, product power, and service power. In terms of business segments, Sungrow's profits mainly come from three major businesses: PV inverters, ESS, and new energy investment and development. Specifically, in terms of PV inverters, the company's PV inverter business achieved stable growth in 2024, with shipments of 147GW in 2024, up 13% YoY, maintaining a leading position in the industry. In terms of ESS, the company's ESS shipments in 2024 reached 28GWh, up 167% YoY, with a slight improvement in profitability. This was mainly due to the strong global market demand and the company's deep cultivation of the ESS market, which has formed a good reputation and brand image. In terms of new energy investment and development, although revenue slightly decreased in 2024, profitability maintained positive growth. This was mainly due to the company's further strengthening of its refined management capabilities throughout the entire project development process, its adherence to low-cost, high-quality, and systematic development in domestic projects, its focus on producing based on sales in household PV, its continuous optimization of refined channel management, and the shortening of grid connection cycles. In terms of gross profit margins, the ESS business ranked first among Sungrow's three major businesses with a gross profit margin of 36.69%. The gross profit margin for power electronic conversion equipment such as PV inverters was 30.9%, and the gross profit margin for new energy investment and development was 19.4%. In Q1 2025, amid a complex and ever-changing external environment, Sungrow continued to achieve a strong start to the year. The company's revenue in Q1 was 19 billion yuan, up 50% YoY, and its net profit attributable to shareholders of publicly listed firms was 3.83 billion yuan, up 82% YoY. Sungrow stated that, in terms of revenue structure, inverters maintained healthy growth YoY, energy storage systems (ESS) achieved rapid growth, and revenue from new energy investment and development business declined, primarily due to an increase in the proportion of low-margin residential PV business revenue. Previously, the US's reciprocal tariff continued to impact the market. Some investors inquired about the company's shipment pace and price changes. Sungrow indicated that PV inverters were being shipped normally. For the ESS business in the US market, shipments had recently been suspended, but the market remained intact, merely postponed; in other markets, the shipment pace was generally in line with expectations. Overall prices remained stable with a slight decline. Regarding the shipment target for the ESS market in 2025, Sungrow stated that the company's global ESS shipment target for 2025, set at the beginning of the year, was 40-50 GWh. Given the current uncertainties surrounding US tariffs, it is difficult to predict the volume in the US. If the US's high tariff policy persists, it could impact annual shipments by 4-5 GWh compared to the initial target under extreme circumstances, but the overall impact on shipments would be limited. When discussing its outlook for the future development of the industry, Sungrow stated that it believes the main drivers of industry development remain unchanged. Firstly, the goal of carbon neutrality remains unchanged. Under this goal, clean energy is expected to continue its steady and sustainable development in the long term. Secondly, in terms of development space, the global share of primary energy consumption from wind and solar power is still low, with renewable energy accounting for only about 14% of global primary energy consumption, of which PV and wind power account for about 5%, indicating significant room for future growth. Thirdly, with the future large-scale development of new energy and technological progress, the levelized cost of electricity (LCOE) will continue to decline, and economic viability will continue to improve, making new energy a cost-effective power source that is expected to maintain rapid growth in the future. Driven by rapid growth in overseas PV ESS business, Sineng Electric's 2024 net profit increased by over 46% YoY Sineng Electric, which also operates in the PV inverter industry, delivered notable net profit performance in both 2024 and Q1 2025. According to its annual report data, in 2024, Sineng Electric achieved operating revenue of approximately 4.773 billion yuan, a decrease of 3.23% YoY, primarily due to the company's reduction in domestic ESS integration business; the corresponding net profit attributable to shareholders of publicly listed firms was approximately 419 million yuan, up 46.49% YoY, mainly driven by the rapid growth of the company's overseas PV ESS business. According to the "2023 Global PV Inverter Shipment Ranking" released by S&P Global, the company ranked fourth globally in PV inverter shipments in 2023, maintaining its position among the top ten in the industry for many years. In Q1 2025, the company achieved revenue of 831 million yuan, up 16.8% YoY; net profit attributable to shareholders of the publicly listed firm was 87.65 million yuan, up 71.6% YoY. Deye Co., Ltd. Achieves Record High Performance in 2024, with Inverter Business Showing Sustained Significant Growth in Recent Years Deye Co., Ltd.'s performance for the full year of 2024 and Q1 2025 was also remarkable. Against the backdrop of most companies in the PV industry struggling with performance, Deye Co., Ltd. achieved a record high in 2024, with total revenue of 11.206 billion yuan, up 49.82% YoY; net profit attributable to shareholders of the publicly listed firm was 2.96 billion yuan, up 65.29% YoY. In terms of Q1 2025 performance, the company continued its positive trend, achieving operating revenue of 2.566 billion yuan, up 36.24% YoY; net profit attributable to shareholders of the publicly listed firm was 706 million yuan, up 62.98% YoY. Deye Co., Ltd. stated that over the past three years, the company's inverter business has shown sustained significant growth, while ESS inverters have driven a substantial increase in ESS battery pack business. The company's multi-market layout overseas has shown clear results, and cost reduction and efficiency improvement have maintained high profit margins, leading to overall improvement in major accounting data and financial indicators. Public information shows that PV inverters are core components of PV systems, and their growth is mainly driven by global new PV installation demand and replacement demand for inverters in existing PV power plants. The growth in global new PV installations will drive rapid growth in the PV inverter market demand. When asked about the company's outlook for the PV industry, Sungrow stated that long-term demand for PV will continue to grow, but the compound annual growth rate from 2024 to 2030 is expected to be over 10%. This is due to the large base and the impact of US tariffs and China's Document No. 136, which may delay the market. The company expects that due to the large base, domestic PV growth this year will face significant pressure, but the following years should be more optimistic. National leaders have recently reaffirmed their commitment to the "dual carbon" goals and their firm confidence in green development. The European PV market remains relatively stable, while the US market may face growth pressure this year. PV markets in other regions such as Southeast Asia, the Middle East, and South America are still growing. Overall, this year may be relatively challenging, but after this year, adjustments and corrections are expected, and the long-term outlook remains confident.

On April 10, 2025, Continental AG announced the successful rollout of its first locally produced sixth-generation millimeter-wave radar, the ARS620, from its manufacturing facility in China.

Macro News 1. President Xi Jinping and President Putin signed the "Joint Statement of the People's Republic of China and the Russian Federation on Further Deepening the Comprehensive Strategic Partnership of Coordination for a New Era between China and Russia on the Occasion of the 80th Anniversary of the Victory of the Chinese People's War of Resistance against Japanese Aggression, the Great Patriotic War of the Soviet Union, and the Founding of the United Nations." 2. At the regular press conference held by the Ministry of Commerce (MOFCOM) on the afternoon of May 8, a reporter asked about the high-level economic and trade talks between China and the US. He Yadong, the spokesperson for MOFCOM, stated that if the US side wants to resolve issues through negotiations, it must face up to the serious negative impacts of unilateral tariff measures on itself and the world, respect international economic and trade rules, fairness, justice, and the rational voices of all sectors, and demonstrate sincerity in negotiations. It should be prepared to take actions to correct erroneous practices and cancel unilateral tariff hikes, work in the same direction as China, and resolve mutual concerns through equal consultations. 3. At the regular press conference held by MOFCOM yesterday, a reporter asked whether the "second phase" of the China-US trade agreement would be proposed during the talks. MOFCOM stated that China has repeatedly emphasized that the door to negotiations remains open, but any dialogue or negotiations must be conducted on the premise of mutual respect, equal consultations, and mutual benefit. 4. On the 8th local time, the UK and the US reached an agreement on the terms of a tariff and trade deal. The UK government agreed to make concessions on importing US food and agricultural products in exchange for the US reducing tariffs on British car exports. 5. In response to the US Fed's decision on interest rates, the Hong Kong Monetary Authority (HKMA) stated that the US Fed's decision to maintain interest rates unchanged was in line with market expectations. The HKMA emphasized that it would continue to closely monitor market changes and maintain monetary and financial stability. Industry News 1. Zhang Guoqing, Member of the Political Bureau of the CPC Central Committee and Vice Premier of the State Council, conducted research on food safety, market supervision, and other work in Henan from the 7th to the 8th. Zhang Guoqing emphasized the need to strengthen supervision capabilities throughout the entire food safety chain by focusing on daily work and maintaining strict standards at all times. 2. The Shenzhen Securities Regulatory Bureau issued the latest bulletin on the supervision of private equity funds in Shenzhen. The bulletin pointed out that in recent years, during routine supervision, the Shenzhen Securities Regulatory Bureau has discovered that some private equity fund managers in the jurisdiction have engaged in investment operations that violate laws, regulations, and fund contract agreements. The Shenzhen Securities Regulatory Bureau requires that investment operations must comply with regulatory rules and fund contract agreements and must not harm the legitimate rights and interests of investors. 3. The magazine "Qizhi" recently published an article titled "Vigorously Boost Consumption, Expand Domestic Demand in All Aspects, and Promote Sustained Economic Rebound and Improvement" by Wang Wentao, Secretary of the Party Leadership Group and Minister of the Ministry of Commerce.The article points out that efforts should be made to expand service consumption and tap into incremental consumption potential. It also advocates for promoting "AI + consumption" and "IP + consumption" to cultivate a number of AI-driven consumer brands. 4. The Ministry of Industry and Information Technology (MIIT) has publicly solicited opinions, proposing to strengthen the safety logic of automotive exterior door handles in accident scenarios such as collisions and vehicle fires. It calls for the addition of safety redundancy design requirements, such as mechanical or power-off protection, to ensure that the door system can be opened during power outages, collisions, and other accidents, thereby facilitating rescue and escape activities. 5. A research team from China has developed a long-lasting and stable in-situ expansion force monitoring technology for lithium-ion batteries. According to the researchers, this technology opens up new avenues for the design of smart batteries, with its low cost, high precision, and long lifespan making it particularly suitable for vehicle battery management systems. 6. According to the Hefei Housing Authority, recent investigations based on netizen reports and patrols have revealed that a small number of self-media accounts on platforms such as Weibo, Douyin, and WeChat Video Accounts have been using exaggerated and sensational headlines to attract followers and drive traffic. These accounts have been illegally publishing false information, misleading the public, and disrupting market order. Multiple departments in Hefei have jointly summoned self-media accounts in the real estate sector to address false statements such as "the money you spend on buying a house this year can buy two houses next year." 7. Caixin reporters have noticed that several banks have recently launched limited-time promotional offers for cash installment services, with some banks offering interest discounts as low as 17%. After the discounts, the annualized interest rates for cash installment products, which traditionally have higher interest rates than general loans, have fallen below 3%, with the lowest rate reported at 2.76%. Corporate News 1. China Merchants Bank announced its intention to establish a financial asset investment company with a capital injection of 15 billion yuan. 2. Semiconductor Manufacturing International Corporation (SMIC) released its Q1 financial report, showing a year-on-year increase of 167% in net profit. It is expected that revenue in Q2 will decline by 4% to 6% QoQ, with a gross profit margin of 18% to 20%. 3. China State Shipbuilding Corporation Limited announced that its application for a major asset restructuring has been accepted. 4. Jinhe Biotechnology stated on an interactive platform that it has increased the terminal selling prices in the US market. 5. Guoke Hengtai announced that four shareholders intend to collectively reduce their holdings by no more than 4.7% of the company's shares. 6. Zhucheng Technology announced that its controlling shareholder and actual controller, Zhang Jianchun, and Shi Lefen have dissolved their marriage and are undergoing property division. 7. Sichuan Changhong announced its intention to repurchase company shares worth 250 million to 500 million yuan for equity incentives. 8. Shandong Molong announced that from May 7 to May 8, Zhimeng Holdings and its concerted actors cumulatively reduced their holdings of the company's H shares by 107 million shares, accounting for 13.3866% of the company's total share capital. 9. Ningbo Huaxiang announced a collaboration with Xiangshan Industrial Investment and Shanghai Zhiyuan to strengthen cooperation in areas such as robotics. 10. China CITIC Bank announced plans to establish a wholly-owned subsidiary, CITIC Financial Asset Investment Co., Ltd., with a registered capital of 10 billion yuan. 11. Donghua Software announced that its actual controller and concerted action parties plan to reduce their holdings by no more than 1% of the company's shares. Global Markets 1. The three major US stock indices closed higher collectively. The Nasdaq rose 1.07%, the Dow Jones Industrial Average rose 0.62%, and the S&P 500 rose 0.58%. Tesla and Intel both rose more than 3%. ARM fell more than 6% as the company's earnings guidance fell short of expectations. Novavax rose approximately 12% after the company issued higher-than-expected sales guidance for fiscal 2025. QBTS surged more than 51%, marking its best single-day performance since May 2023 and leading a group of quantum computing concept stocks. Most popular Chinese ADRs rose, with the Nasdaq Golden Dragon China Index closing up 0.97%. The three major European stock indices closed with mixed results, with the German DAX rising 1.02%. 2. International crude oil futures settlement prices rose approximately 3%. The June contract for WTI crude oil futures rose 3.17%, and the July contract for Brent crude oil futures rose 2.81%. 3. COMEX gold futures fell 2.4% to $3,310.4 per ounce; COMEX silver futures fell 0.58% to $32.6 per ounce. 4. On the 8th, US President Trump announced at the White House that the US and the UK had reached a new trade agreement, partially withdrawing tariffs in specific areas and further expanding market access for each other's products. Investment Opportunities Reference 1. Another company launches AI agent products; institutions say the commercialization of AI agents both domestically and internationally continues to evolve. Media reports indicate that IBM recently unveiled a series of hybrid cloud technology innovations at its annual Think conference, which are expected to break the long-standing barriers to the large-scale application of enterprise-grade artificial intelligence (AI) and help enterprises build and deploy advanced AI agents using their own data. IBM has developed a comprehensive, enterprise-ready agent toolkit based on watsonxOrchestrate to achieve this goal. An agent is a system capable of autonomous perception, decision-making, and execution, with characteristics such as autonomy, interactivity, reactivity, and adaptability, enabling it to independently complete tasks in complex and dynamic environments. The emergence of agents marks a step forward for AI towards higher levels of autonomous intelligence. Shanghai Securities believes that the commercialization of AI agents both domestically and internationally continues to evolve, with a broad market space. On the enterprise (B2B) side, Microsoft, Google, Salesforce, Zoom, Baidu, Alibaba, Tencent, ByteDance, and others continue to increase their investments, driving the commercialization of AI agents.C-side, domestic and overseas Agents have emerged impressively. OpenAI released AI agents Operator and DeepResearch; Zhipu launched two major systems, AutoGLM and GLM-PC, covering mobile devices and desktops, and introduced AutoGLM Meditation; Anthropic released the Computeruse feature. The AI Agent market has vast potential. According to MarketsandMarkets, the global AI Agent market is expected to grow from $5.1 billion in 2024 to $47.1 billion in 2030, with a compound annual growth rate of 44.8%. 2. MIIT stated that China's software and information technology service industry revenue in Q1 increased by 10.6% YoY According to media reports, data from the Ministry of Industry and Information Technology shows that in Q1 this year, China's software and information technology service industry revenue reached 3,147.9 billion yuan, up 10.6% YoY, with total profit maintaining double-digit growth, and software export growth turning from negative to positive. Information technology service revenue maintained double-digit growth. In Q1, information technology service revenue was 2,082 billion yuan, up 11.0% YoY, accounting for nearly 70% of the industry's total revenue. Among them, cloud computing and big data services generated 354 billion yuan, up 11.1% YoY, and integrated circuit design revenue was 90.6 billion yuan, up 19.7% YoY. Additionally, information security revenue growth accelerated. In Q1, information security product and service revenue was 48.1 billion yuan, up 8.6% YoY. According to the First New Voice Research Institute, the market size of the domestic innovation industry is expected to accelerate in the future, reaching 2,655.9 billion yuan by 2026. Dongguan Securities stated that in recent years, the Chinese government has continuously strengthened policy support and financial guarantees in the domestic innovation field, and the accelerated pace of publishing safety and reliability evaluation results is expected to boost downstream customers' purchasing enthusiasm. Under the catalysis of multiple factors, China's domestic innovation industry is expected to usher in new development opportunities. 3. Domestic and overseas industrial sectors have seen intensive catalysts, and the humanoid robot industry chain has entered a stage of "a hundred flowers blooming and a hundred schools of thought contending" It is reported that in the first working week after the Labour Day holiday, humanoid robots made in Foshan will also start "working" in factories. On May 6, a special "send-off ceremony" was held at Midea's global packaging center, with the main character being the company's self-developed humanoid robot, which will head to Midea's washing machine factory in Jingzhou, Hubei, to "start work" and begin its labor journey. Shanghai Securities believes that recently, domestic and overseas industrial sectors have seen intensive catalysts, with a significant increase in industry entrants. Domestic automakers and tech producers such as Huawei, ByteDance, BYD, Xiaomi, GAC, and Ant have increased their investments in embodied intelligence, while overseas companies like Tesla, 1X, and Figure AI have accelerated the pace of commercial mass production. The emergence of DeepSeek Artificial Intelligence Company has promoted the development of general-purpose robot models, helping humanoid robots achieve embodied intelligence. The humanoid robot industry chain has entered a stage of "a hundred flowers blooming and a hundred schools of thought contending." Currently, humanoid robots entering industrial scenarios have become a highly certain application trend both domestically and overseas, and the commercial landing of humanoid robots is promising. It is recommended to pay attention to the benefiting domestic parts producers. 4. Another AI event hosted by Volcengine is about to kick off. AI is expected to reshape the gaming industry in terms of development, interaction, and commercialization. The 2025 Volcengine ForceLink AI Innovation Tour - Shanghai Station will commence on May 13. Ding Chaofan, General Manager of Giant AI Business Unit, will deliver a speech titled "AI Reshaping the Boundaries of Gaming, Unlocking Infinite Possibilities for Innovation." AI is expected to reshape gaming in terms of development, interaction, and commercialization. Specifically, Kaiyuan Securities believes that: (1) From auxiliary tools to core drivers, AI is reshaping the game development process: AI technology has been widely applied in various aspects of game development, from auxiliary tasks such as early-stage art asset generation and code-assisted writing, gradually penetrating into core creative areas such as gameplay design, narrative architecture, and intelligent NPCs. This is expected to continuously improve game R&D efficiency and expand content supply. (2) Intelligent NPCs, dynamic narratives, and personalized gameplay bring about interaction innovation: Intelligent NPCs can make the narrative development more immersive and random. AI-driven dynamic narrative generation systems can automatically generate subsequent narratives based on players' real-time decisions, breaking the limitations of linear storytelling, greatly enhancing game replayability, and further expanding the game's revenue potential. (3) New opportunities may arise for business models such as subscription, in-app purchases, and advertising monetization: Based on AI's ability to continuously update high-quality content, the subscription-based business model may become more feasible. AI can accurately recommend in-app purchase items to players, increasing their willingness to pay. Additionally, AI can achieve precise matching of advertising content with players' interests, improving ad click-through rates and conversion rates.