Group 1 - Hong Kong's IPO market has regained its position as the world's largest, presenting significant opportunities for the financial industry [2][3] - Many mainland entrepreneurs are establishing family offices in Hong Kong to manage their assets after listing their companies [3] - Large institutions, including state-owned enterprises, are setting up treasury centers in Hong Kong, enhancing the connection between the investment promotion agency and these enterprises [3][5] Group 2 - The introduction of innovative insurance solutions, such as captive insurance companies and insurance-linked securities, addresses specific industry needs in Hong Kong [4][3] - The Hong Kong government is actively promoting collaboration between financial institutions and mainland enterprises to explore innovative financial products [5] Group 3 - The "Hong Kong Digital Asset Development Policy Declaration 2.0" has generated excitement in the ecosystem, focusing on a "LEAP" framework to enhance legal, regulatory, and product development [7] - The investment promotion agency is fostering close cooperation with the industry to avoid regulatory misalignment and enhance communication [8] Group 4 - Major technology firms are establishing a presence in Hong Kong, contributing to the development of the financial technology ecosystem [10] - The Hong Kong government has renamed its IT department to the Digital Policy Office, focusing on cross-border data flow and expanding pilot programs in finance and health sectors [10] Group 5 - The upcoming Hong Kong FinTech Week and StartmeupHK Festival will celebrate their tenth anniversary, featuring a strong lineup of participants and a focus on international collaboration [11] - The investment promotion agency has been actively engaging with countries along the Belt and Road Initiative, resulting in tangible business outcomes and partnerships [12]

二喵 发自 凹非寺 量子位 | 公众号 QbitAI "投资可以很简单很有趣。" 这是一个9岁开始炒股、10年前押中英伟达的投资老手——赖蕴琦Vakee，想传递给所有人的理念。 从复旦到帝国理工，从伦敦AI量化投资到百度凤巢、再到VC投资，Vakee换过很多身份，却始终没放下手里的爱好。 兜兜转转后，她决定要做一款让普通人也能轻松上手投资的产品，于是创立了RockFlow、开发了AI助手Bobby。 在她看来，投资的复杂性很大程度上是人为制造的壁垒，真正的投资应该回归本质： 把脑海中的灵感高效转化为交易机会。 如果你想知道AI Agent投资的门道、能力和局限在哪里，如何用AI把灵感秒变交易机会，以及专业的金融科技从业者如何看待"AI正在重塑投资"这件 事…… 于是Vakee后来在做的一系列事情，看起来都像是在"拆墙"——拆掉专业投资者和普通人之间的认知墙、信息墙、工具墙。 或许能从量子位AI沙龙这场长对话中，一定程度上得到答案。 （注：本文不构成个人投资建议，也未考虑到个别用户特殊的投资目标、财务状况或需要。市场有风险，投资需谨慎。） 从复旦到帝国理工，10年前押中英伟达 量子位：听说你现在不太为钱发愁了， ...

Group 1 - The core viewpoint of the article highlights that Hong Kong's IPO market has regained its position as the world's largest, presenting significant opportunities for the financial industry [5][6]. - The establishment of family offices by mainland entrepreneurs in Hong Kong is a trend, as they seek to manage family assets after listing [6]. - The CIES (Capital Investment Entrant Scheme) program has attracted many entrepreneurs and executives to invest in Hong Kong's innovative technology sector, indirectly boosting the local tech development [6]. Group 2 - The insurance industry in Hong Kong is witnessing innovations such as the establishment of captive insurance companies by new manufacturing sectors, addressing the inadequacies of traditional insurance in specialized industries [7]. - The introduction of Insurance-Linked Securities (ILS) allows insurance companies to share risks through securitization, enhancing the risk management landscape [7]. Group 3 - The "Hong Kong Digital Asset Development Policy Declaration 2.0" has introduced a LEAP framework aimed at optimizing legal and regulatory processes, expanding tokenized product offerings, advancing real-world applications, and fostering talent and partnerships [9][10]. - The "Web3 Harbor" initiative has been developed in collaboration with local and international experts to create a roadmap for expanding the digital asset ecosystem in Hong Kong [9]. Group 4 - The Hong Kong government is actively promoting cross-border data flow, with the Digital Policy Office leading initiatives to facilitate data circulation in the financial and health sectors [13]. - The upcoming Hong Kong FinTech Week and StartmeupHK Festival will celebrate their tenth anniversary, featuring a strong lineup of participants and a focus on international collaboration [15]. Group 5 - The Hong Kong Investment Promotion Agency has been instrumental in fostering cooperation with countries along the Belt and Road Initiative, resulting in tangible business outcomes such as orders and investments for local enterprises [16].

Market Overview - As of August 18, 2025, the A-share market remains strong, with multiple indices reaching multi-year highs, including the Shanghai Composite Index up 0.85% to 3728.03 points, and the Shenzhen Component Index up 1.73% to 11919.57 points, marking a two-year high [1] - The trading volume for the day was 2.81 trillion yuan, significantly higher than the previous trading day [1] AI Models and Market Predictions - Despite the rapid development of AI, no public large model has successfully predicted the recent market rally, raising questions about the predictive capabilities of these models [1] - Financial large models, such as BloombergGPT, have been developed to analyze historical market data and identify signals of market trends, but they struggle to predict future bull or bear markets accurately [1][2] Development of Financial AI Models - BloombergGPT, launched in 2023, utilizes proprietary financial text data to perform specialized tasks in finance, such as sentiment analysis and entity recognition [2] - The emergence of various open-source and commercial large models in 2024 has lowered the technical barriers for financial model development, yet improvements in predictive capabilities remain limited [5] Challenges in Financial Predictions - The disconnect between technological advancements and financial effectiveness is attributed to the low signal-to-noise ratio in financial data, leading to overfitting in models [5][6] - By 2025, the focus has shifted from unrealistic market predictions to enhancing workflows with AI agents, which can automate complex financial analysis processes [6][7] New Developments in AI Financial Tools - In August 2025, Tsinghua University released an open-source project called Kronos, aimed at predicting financial market trends using time series models [8] - Despite its innovative approach, users have expressed dissatisfaction with the predictive accuracy of Kronos, highlighting a deeper issue of trust in model outputs [9] Alpha Decay in Financial Strategies - The concept of "Alpha decay" explains why many strategies fail to maintain profitability over time, as market participants quickly exploit any discovered patterns [10][12] - Effective trading strategies often rely on unique insights or proprietary data, which are not easily replicated by open-source models [15] Conclusion on Financial AI Tools - The success of models like BloombergGPT lies in their ability to provide high-quality data processing rather than direct trading strategies, emphasizing the importance of proprietary insights in achieving sustainable alpha [15][16]

中国2亿散户长期受困于"信息不对称、专业能力弱、风险抵御差"，传统投顾服务成本高、覆盖有限， 头部机构垄断智能投研资源，散户成市场波动中的"被收割者"。东方智谷资本研究院以"东方智谷资本 运营中心（香港）、东方智谷智能AI研究所（新加坡）、东方智谷财富私享会"三位一体架构，打造"技 术驱动+资源整合+生态共建"方案，用AI技术与去中心化模式，为散户破局。 一、三位一体架构：协同破解痛点 1.资本运营中心：保障生态稳健 作为公司"中枢"，资本运营中心构建严谨财务体系，确保投资收益核算透明，全程防控投融资风险。其 独创10%收益分成机制（5%会员分红、5%公司运营），既保障投资者利益，又支撑技术研发与市场拓 展。目前已沉淀20亿元资金，形成风险缓冲与分红储备。增强会员粘性，实现生态良性循环。 2.AI研究所：技术核心引擎 新加坡AI研究所是"技术心脏"，研发的东方灯塔智慧财富系统，整合机器学习、自然语言处理技术，打 造多模态融合预测模型。该模型实时抓取股价、舆情、宏观经济数据，提升预测精度，最大回撤控制能 力超传统方法40%。同时构建三层防护体系：整合多维度数据、识别财务造假与政策风险、实时监控对 冲，为投资安全 ...

Group 1: Market Performance - The China Securities Financial Technology Theme Index (930986) decreased by 0.59% as of August 29, 2025, with component stocks showing mixed performance [3] - The Financial Technology ETF (516860) fell by 0.52%, with the latest price at 1.72 yuan, but has seen a 4.42% increase over the past week, ranking in the top third among comparable funds [3] - The Financial Technology ETF's latest scale reached 2.178 billion yuan, marking a new high in nearly a year [4] Group 2: Fund Flows and Investment Trends - The Financial Technology ETF experienced continuous net inflows over the past four days, with a peak single-day net inflow of 220 million yuan, totaling 304 million yuan, averaging 75.92 million yuan in daily net inflow [6] - Leveraged funds have been actively investing, with a financing net purchase amount of 1.2921 million yuan this month and a latest financing balance of 111 million yuan [6] Group 3: Performance Metrics - The Financial Technology ETF's net value increased by 184.43% over the past year, ranking 2nd out of 2071 index stock funds, placing it in the top 0.10% [6] - The ETF has a maximum monthly return of 55.92% since inception, with the longest consecutive monthly gain of 3 months and an average monthly return of 10.10% [6] - The Sharpe ratio for the Financial Technology ETF over the past year is 2.01, indicating strong risk-adjusted returns [7] Group 4: Fee Structure and Tracking Accuracy - The management fee for the Financial Technology ETF is 0.50%, and the custody fee is 0.10%, which are among the lowest in comparable funds [9] - The tracking error for the ETF over the past six months is 0.037%, the highest tracking precision among comparable funds [9] - The ETF closely tracks the China Securities Financial Technology Theme Index, which includes listed companies involved in financial technology [9] Group 5: Industry Developments - The National Data Bureau is forming a new infrastructure system aimed at releasing data value, focusing on high-quality standards and large-scale facility deployment to support digital economy development [4] - The establishment of the Shanghai Artificial Intelligence Security Working Committee aims to promote "AI + security" technology collaboration and innovation to address new threats [4] - Longjiang Securities highlights investment opportunities in China's AI industry, anticipating accelerated commercialization and application as the 2027 milestone approaches [4]

Core Insights - The document outlines the release of the "Opinions on Deepening the Implementation of 'Artificial Intelligence+' Action," which aims to promote the intelligent transformation of software information service companies and the development of AI application service providers [1] - Yuxin Technology's CTO Zhang Ning emphasizes the company's transition from a traditional banking IT service provider to an AI-driven fintech company, with a focus on integrating AI capabilities into its services by 2027 [1][2] Group 1: AI Strategy and Development - Yuxin Technology plans to incorporate AI capabilities into all its technical services within three years, positioning AI as a core competitive advantage [2] - The company is focusing on "knowledge" as a soft power aspect of its AI capabilities, differentiating itself from conventional fintech AI solutions that primarily emphasize algorithms and computing power [2] - Yuxin Technology has launched the "Star-Digital Management Platform," which integrates AI mixed models and ChatBI capabilities to enhance data analysis efficiency for clients [3] Group 2: Product Development and Market Adaptation - The company is exploring a combination of unmanned and human services in the financial and software sectors, aiming to address industry pain points with flexible AI solutions [4] - Yuxin Technology's products are designed to be adaptable to existing client platforms, enhancing deployment flexibility and meeting personalized client needs [5] - The design philosophy of Yuxin's AI products focuses on creating intelligent agents that can operate similarly to human employees, accumulating knowledge and logic over time [6] Group 3: Market Validation and Collaboration - The company recognizes the necessity of validating its technology through market practice, requiring comprehensive product, business, customer, and partner strategies [7] - Yuxin Technology has been recognized in the "AI Agent Industry Map" by the China Academy of Information and Communications Technology, alongside major tech firms like Huawei and Tencent Cloud [7] - Zhang Ning asserts that the intelligent agent sector represents a transformative opportunity for traditional industries, moving beyond mere hype [7]

证 券 研 究 报 告 联易融科技-W（09959.HK）2025 年中报点评 推荐（维持） 拟大额回购彰显公司信心，国际业务有望打 造第二增长曲线 事项： ❖ 联易融科技发布 2025 年中报。25H1 实现营业收入 3.75 亿元（同比-9.3%）， 归母净利润-3.80 亿元，经调整净利润-3.72 亿元（24H1 为-1.89 亿元）。 评论： （1）电子债权凭证业务：25H1，促成融资额 1592.2 亿元（同比+38.6%），主 要由于聚焦于非地产客户的多级流转云融资额持续高增。多级流转云（客户为 核心企业）融资额为 1332.3 亿元（同比+54.4%），占 25H1 总融资额比例提升 至 65.5%。报告期内，为多家企业落地了订单融资等"弱信用链接解决方案"； E 链云（客户为金融机构）融资额为 259.9 亿元（同比-9.2%），主要由于公司 主动压降了 E 链云的部分低毛利业务。同时加速推进 AI Agent 核心模块迭代， 已在超过 24 家金融机构进行 SaaS 或本地化部署交付。 （2）资产证券化业务：25H1，促成融资额为 395.0 亿元（同比-3.8%）。AMS 云（客户为核心 ...

Group 1: Company Developments - Meituan's international delivery brand Keeta officially launched in Doha, Qatar, aiming to support Qatar National Vision 2030 and collaborate with local businesses [2] - Pop Mart plans to open its first Middle East store in Doha by the end of 2025, expanding its overseas presence from 140 to over 200 stores [2] - Konvision won a contract for Qatar National TV's ultra-high-definition project, supplying 130 4K monitors for broadcast vehicles [3] Group 2: Investment and Economic Growth - Qatar ranked 12th globally in the 2024 Foreign Direct Investment (FDI) performance index, rising 21 places from the previous year, indicating improved competitiveness and a favorable business environment [5] - The infrastructure market in Qatar is projected to grow from $33.4 billion in 2025 to $41.3 billion by 2030, driven by ongoing development projects and investment incentives [5] - Qatar's AI market is expected to grow at a compound annual growth rate of 28.66%, increasing from 1.56 billion Qatari riyals in 2024 to 7.07 billion riyals by 2030 [6] Group 3: Tourism and Real Estate - Qatar's tourism sector saw a 3% increase in international visitors in the first half of 2025, with over 2.6 million tourists contributing approximately $15 billion to GDP [7] - The real estate sector recorded a strong performance in Q2 2025, with transaction values reaching 8.9 billion Qatari riyals, a 29.8% year-on-year increase [9] Group 4: Financial Sector Developments - The Qatar Financial Centre reported a 64% year-on-year increase in new registered companies in the first half of 2025, totaling 828, attributed to streamlined registration processes [10] - Qatar's fintech sector is rapidly developing, with contactless payments accounting for 96% of offline transactions [11] Group 5: Policy and Regulatory Changes - Qatar introduced a new law to support innovation and scientific research, establishing a fund to enhance the country's knowledge economy [13] - A comprehensive regulatory reform involving 27 laws was initiated to attract foreign investment, resulting in a 640% increase in newly registered foreign companies in Q2 2025 [14]

Report Summary 1) Report Industry Investment Rating - Not provided in the given content 2) Core Viewpoints of the Report - RWA, which digitizes real - world assets through blockchain tokenization, is a significant development at the intersection of fintech and capital markets. It enhances asset liquidity, reduces transaction costs, and promotes financial inclusiveness. It has entered a rapid expansion phase globally and is expected to become an important part of the global financial market in the next decade [1][4][16] - Despite its rapid growth, RWA's healthy development depends on the improvement of regulatory systems, risk management of underlying assets, and continuous guarantee of technical security [16] 3) Summary by Relevant Sections Introduction - RWA is a frontier direction where fintech and capital markets meet. It maps illiquid and high - barrier assets onto the blockchain, providing new investment and financing paths and showing a large - scale development trend [4] RWA's Basic Principles - RWA refers to digitizing real - world physical or financial assets and putting them on the blockchain through tokenization for decentralized ownership, transfer, and trading. Its core is asset tokenization, connecting traditional finance and decentralized finance and enhancing asset efficiency and inclusiveness [5] - RWA significantly improves asset liquidity by allowing fragmented ownership and 24/7 global trading, reducing entry barriers and stimulating secondary - market activity. It also has transparency and security advantages through distributed ledger technology and promotes financial inclusiveness, especially in emerging markets [6] RWA's Development Status - As of August 2025, the global RWA asset total (excluding stablecoins) is $26.7 billion, with over 300,000 asset holders and more than 250 asset issuers. The main underlying assets are private credit, US Treasuries, and commodities. The market has grown by over 50% compared to the same period in 2024, and is expected to expand further this year. BCG predicts it could exceed $16 trillion by 2030, about 10% of global GDP [7][9] - In terms of regulation, the US leads in practice, Europe has a unified regulatory framework with the MiCA Act, and Asian countries like Singapore, Japan, and South Korea are actively piloting. China Hong Kong has launched an RWA regulatory sandbox. However, RWA faces challenges such as regulatory compliance, asset credit risks, and technical security issues [12] Conclusion and Outlook - RWA is changing the asset - allocation landscape. It has entered a rapid expansion phase globally and is expected to be an important part of the global financial market in the next decade. In the future, it can provide a low - threshold way for Chinese residents to participate in alternative assets, and Hong Kong's pilot may gradually develop in areas such as securities, green RWA, and trade and supply - chain finance [16]