Core Viewpoint - The 2025 Greater Bay Area Exchange Technology Conference emphasizes the transition to an "AI agent era," highlighting the evolution of artificial intelligence from passive response to proactive execution in various industries, particularly in finance [1] Group 1: Industry Trends - The financial industry is accelerating the adoption of artificial intelligence, driven by technological, industrial, policy, and business demand [1] - Challenges such as data governance, AI hallucination, computational power limitations, and insufficient domain knowledge are being addressed as the industry moves towards digital transformation [1] Group 2: Technological Achievements - Eight technological achievements were announced at the conference, showcasing significant advancements in AI applications within the capital markets [2] - Notable projects include the Shenzhen Stock Exchange's "Intelligent Monitoring of Abnormal Trading Behavior" and CITIC Securities' "Full-Chain Risk Control and Compliance Exploration" based on large model technology [2] - The overall impact of AI in capital markets is evident in cost reduction, efficiency enhancement, value creation, compliance risk control, and market governance [2]

Group 1 - The 2025 Greater Bay Area Exchange Technology Conference will be held on November 28-29, focusing on the theme "Towards the Era of Artificial Intelligence+" [1] - Key attendees include leaders from Shenzhen Stock Exchange, Hong Kong Stock Exchange, and Guangxi Futures Exchange, along with representatives from regulatory bodies, financial institutions, technology companies, and academic institutions [1] - Eight technological achievements were announced at the conference, including intelligent monitoring technology for abnormal trading behavior and a regulatory model from Shenzhen Stock Exchange, with contributions from major industry players like CITIC Securities and CICC [1] Group 2 - The Chief Engineer of Shenzhen Stock Exchange, Yu Huali, emphasized the commitment to implementing the spirit of the 20th Central Committee's Fourth Plenary Session, focusing on risk prevention, strong regulation, and promoting high-quality development [2] - The goal is to create a safe, efficient, and intelligent digital exchange to inject new momentum into the healthy and high-quality development of the capital market [2]

Group 1 - The 2025 Greater Bay Area Exchange Technology Conference was held on November 28-29, focusing on "Entering the Era of Artificial Intelligence+" and featured the release of 8 technological achievements [1][2] - The Shenzhen Stock Exchange (SZSE) aims to enhance risk prevention, strengthen regulation, and promote high-quality development during the 14th Five-Year Plan period, with a focus on six key areas to support the construction of a world-class exchange [1] - Key initiatives include building intelligent computing infrastructure, implementing cloud applications, integrating AI into core business areas, improving AI application architecture, enhancing intelligent innovation research, and strengthening AI governance [1] Group 2 - The year 2025 is referred to as the "Year of AI Agents," marking a shift in AI technology from passive response to proactive execution, deeply embedding into workflows to automate complex tasks [2] - The conference highlighted 8 technological achievements, with 2 from SZSE and 6 from industry institutions, including a project on intelligent monitoring of abnormal trading behaviors that has been implemented in the exchange's internal production environment [2] - SZSE, in collaboration with Huawei, developed an industry regulation model that addresses issues of timeliness, accuracy, and completeness in regulatory Q&A, which is currently available for trial on the industry cloud [2]

Core Insights - The conference on "Towards the Era of Artificial Intelligence+" was held by Shenzhen Stock Exchange, Hong Kong Stock Exchange, and Guangxi Futures Exchange, highlighting the rapid integration of AI technology in the financial sector [1][2] - Hong Kong Stock Exchange is actively exploring the use of AI to enhance financial regulatory digital transformation, aiming to improve efficiency in issuance review and market anomaly monitoring [1][3] - The Shenzhen Stock Exchange aims to build an internationally leading digital system during the 14th Five-Year Plan, focusing on digital infrastructure, platforms, capabilities, and ecosystems [2] Group 1 - The conference emphasized the significant breakthroughs in AI technology this year, which are transforming financial services and pushing the market into the "AI+" era [1] - The 2025 timeline is referred to as the "Year of AI Intelligence," with the financial industry accelerating its embrace of AI to overcome challenges such as data governance and computational power limitations [2] - The integration of AI in financial markets is seen as a critical path for responding to national strategies and developing new productive forces [3] Group 2 - The development of AI in capital markets requires a comprehensive push from exchanges and regulatory bodies, including the establishment of regulatory sandboxes for innovative applications [4] - Eight technological achievements were announced at the conference, showcasing the potential of AI in enhancing efficiency, compliance, and market governance within the capital market [4] - The focus on AI infrastructure investment is crucial, particularly in platform governance and talent development in the field of AI [4]

Core Viewpoint - The conference held by the Shenzhen Stock Exchange, Hong Kong Stock Exchange, and Guangxi Futures Exchange focuses on the theme of "Entering the Era of Artificial Intelligence+" and highlights the accelerating integration of AI technology in the financial sector [1][3]. Group 1: Event Overview - The conference took place on November 28-29, 2023, and was attended by key figures from various financial institutions and technology companies, emphasizing the collaborative efforts in the Greater Bay Area [1][2]. - The event marks a significant moment for the three major exchanges in the Greater Bay Area to deepen their cooperation on AI applications in capital markets [3]. Group 2: AI in Financial Services - Hong Kong Stock Exchange CEO, Charles Li, noted that AI technology is transforming global financial services, enhancing efficiency and regulatory capabilities [3]. - The Shenzhen Stock Exchange aims to build an internationally leading digital system by focusing on digital infrastructure and capabilities during the 14th Five-Year Plan [4]. Group 3: Technological Achievements - Eight technological achievements were announced at the conference, including the Shenzhen Stock Exchange's intelligent monitoring technology for abnormal trading behaviors and various AI applications from other financial institutions [5][6]. - The intelligent monitoring project led by the Shenzhen Stock Exchange has significantly improved the regulatory capabilities and digital application levels in the industry [4][6]. Group 4: Future Directions - The conference participants discussed the potential of AI in the financial sector, emphasizing the need for overcoming challenges such as data governance and computational power limitations [9][10]. - Experts highlighted the importance of integrating AI into capital market construction and suggested developing regulatory sandboxes to encourage innovative applications of AI in compliance scenarios [10].

Core Insights - The Shenzhen Stock Exchange (SZSE) has developed advanced technologies for monitoring abnormal trading behaviors, addressing the complexities of modern market activities [2][3][4] - The "Intelligent Monitoring and Detection Technology for Abnormal Trading Behaviors in Securities Markets" project has successfully completed its implementation phase, enhancing regulatory capabilities [2][3] - The industry regulation model aims to improve the accuracy and completeness of regulatory responses, leveraging AI to address the challenges of traditional methods [7][8] Group 1: Intelligent Monitoring Technologies - The project has produced three core technologies: investor trading behavior classification, insider trading detection, and a securities market simulation system [2][3][4] - The investor trading behavior classification technology utilizes a comprehensive label system to analyze trading behaviors across six dimensions, significantly improving the precision of investor profiling [3] - The insider trading detection technology employs a large-scale trading behavior graph to identify suspicious trading patterns, enhancing regulatory efficiency and transitioning to a proactive monitoring approach [4] Group 2: Securities Market Simulation System - The securities market simulation system integrates historical trading data to create parameterized behavioral models, allowing for the simulation of various trading strategies [5][6] - This system addresses the limitations of traditional empirical research by providing tools for risk assessment and strategy validation, thus shortening the development cycle for trading strategies [6] Group 3: Industry Regulation Model - The industry regulation model, developed in collaboration with Huawei, aims to enhance the understanding and accuracy of regulatory inquiries through an intelligent Q&A platform [7][8] - The platform has been deployed for internal use and is being trialed by regulatory and market institutions, showing significant improvements in response accuracy and completeness [7][8] - The model serves as a pilot for future task models in the industry, supporting various regulatory functions and contributing to the legal foundation of the capital market [8]

Core Viewpoint - The conference held by the Shenzhen Stock Exchange, Hong Kong Stock Exchange, and Guangxi Futures Exchange focuses on the theme of "Entering the Era of Artificial Intelligence+" and highlights the accelerating integration of AI technology in the financial sector [2][4]. Group 1: Conference Overview - The conference took place on November 28-29, 2023, and was attended by key figures from various financial institutions and technology companies, emphasizing the importance of AI in capital markets [1][2]. - The event marked a significant collaboration among the three major exchanges in the Greater Bay Area, showcasing their commitment to leveraging AI for enhancing financial services [4][5]. Group 2: AI Applications in Financial Markets - The Hong Kong Stock Exchange has been exploring AI to improve regulatory efficiency and market monitoring, aiming to enhance its international competitiveness [4][5]. - The Shenzhen Stock Exchange has made substantial progress in digital transformation, focusing on building a "smart" exchange through various digital initiatives [5][6]. Group 3: Technological Achievements - Eight technological achievements were announced during the conference, including the "Intelligent Monitoring Technology for Abnormal Trading Behavior" led by the Shenzhen Stock Exchange [6][7]. - The conference highlighted the successful application of AI in areas such as compliance, risk management, and market governance, indicating a positive trend in the financial sector [9][10]. Group 4: Future Outlook - The year 2025 is anticipated to be a pivotal moment for AI in finance, with expectations for AI to evolve from a tool to a core element reshaping industry paradigms [11][12]. - Experts emphasized the need for regulatory frameworks and infrastructure investments to support the integration of AI in capital markets, advocating for a balanced approach to innovation and compliance [12].

Core Insights - The 2025 Greater Bay Area Exchange Technology Conference focuses on the theme "Towards the Era of Artificial Intelligence+" [1][2] - The conference highlights the transition of artificial intelligence from traditional perception and generation to intelligent agents, emphasizing proactive execution and deep integration into workflows [2] Group 1: Conference Overview - The conference was attended by key figures including Shenzhen's Vice Mayor and executives from various exchanges, aiming to foster consensus on AI applications in capital markets [1] - The event showcased eight technological achievements related to AI applications in the financial sector, indicating significant progress in cost reduction, efficiency enhancement, value creation, compliance risk control, and market governance [2] Group 2: Future Directions - The conference emphasized the need to align AI capabilities with the governance requirements of capital markets, advocating for systematic planning of AI empowerment strategies [3] - There is a call for strengthening AI security capabilities to better support market development, regulatory enforcement, and internal management, contributing positively to the construction of a strong financial nation [3]

Core Viewpoint - The Shenzhen Stock Exchange (SZSE) is collaborating with the Hong Kong Stock Exchange (HKEX) and the Guangxi Futures Exchange to host the 2025 Greater Bay Area Exchange Technology Conference, focusing on advancements in the era of Artificial Intelligence [1] Group 1: Conference Details - The conference will take place from November 28 to 29 and will feature the release of 8 industry technology achievements, with 2 from SZSE and 6 from industry institutions [1] Group 2: Key Achievements - The first achievement is a result of a national key research and development project led by SZSE, which includes three main components: 1. Investor trading behavior classification analysis technology, which provides a comprehensive profile of investor trading behavior 2. Intelligent detection technology for insider trading, enabling the discovery of hidden relationships in investor trading behavior 3. An intelligent simulation system for securities market trading, which creates a simulated trading environment based on investor behavior [1] - The second achievement is a regulatory model developed by SZSE in collaboration with Huawei, aimed at addressing issues related to the timeliness, accuracy, and completeness of regulatory Q&A, thereby enhancing the intelligent application of legal compliance in the industry [1]

Core Insights - The 2025 Greater Bay Area Exchange Technology Conference will be held on November 28-29, focusing on the theme "Towards the Era of Artificial Intelligence+" [1] - Eight industry technology achievements will be presented, with two from the Shenzhen Stock Exchange and six from industry institutions [1] Group 1: Shenzhen Stock Exchange Achievements - The first achievement is a key national R&D project led by the Shenzhen Stock Exchange, which includes technologies for intelligent monitoring of abnormal trading behaviors, investor trading behavior classification analysis, insider trading detection, and a simulation system for capital market trading [1] - The second achievement is a regulatory model developed in collaboration with Huawei, aimed at improving the timeliness, accuracy, and completeness of regulatory Q&A, enhancing the intelligent application of compliance in the industry [1] Group 2: Industry Institutions Achievements - The third achievement is from CITIC Securities, focusing on a full-chain risk control and compliance exploration platform based on AI large model technology [2] - The fourth achievement is from CICC, introducing the Jiuzhang Intelligent Platform, which opens a new paradigm for institutional intelligent services [2] - The fifth achievement is from Huatai Securities, presenting AI Zhangle, the industry's first AI-native application and intelligent investment partner [2] - The sixth achievement is from CITIC Jianan Securities, featuring the "Gatekeeper" digital comprehensive business platform, marking a significant transition from manual to intelligent control in investment banking [2] - The seventh achievement is from Guojin Securities, showcasing a full-stack innovative environment for federated learning and a multimodal large model platform, initiating a new paradigm for intelligent collaboration in securities [2] - The eighth achievement is from Tianhong Fund, which has developed the FinAgent financial intelligent agent system based on large models, establishing a new paradigm for financial intelligence [2]