Core Viewpoint - The rise of quantitative funds in China is attributed to a combination of foresight in artificial intelligence, a stable strategy framework, and a commitment to innovation and risk management, as exemplified by the success of the Guojin Quantitative Multi-Factor Fund, which won the 22nd Fund Industry Golden Bull Award for five-year performance [1][2][3]. Group 1: Strategic Development - The Guojin Quantitative team began focusing on artificial intelligence strategies between 2016 and 2020, distinguishing themselves from competitors who were primarily engaged in multi-factor frameworks and high-frequency trading [2]. - The team developed the MLP neural network model, which has significantly improved the efficiency of strategy iteration, reducing the time required for updates from one year to just one hour due to advancements in hardware and algorithms [2][3]. - The transition to public funds in 2020 was facilitated by the team's accumulated experience and a robust strategy framework that emphasizes data-driven results over traditional multi-factor models [3]. Group 2: Market Performance and Adaptation - The Guojin Quantitative Multi-Factor Fund performed exceptionally well from 2022 to 2023, benefiting from favorable market conditions and a focus on quantifying stock selection rather than subjective predictions [4][5]. - The team has implemented systematic upgrades to risk management in response to rapid growth in fund size, including strict standard deviation limits on style exposure and refined controls based on individual stock liquidity [4][5]. Group 3: Industry Evolution and Challenges - The Chinese quantitative investment industry has evolved from a niche market to a diverse landscape, with the rise of public quantitative products reflecting a shift in competitive advantages as private funds face diminishing returns from high-frequency strategies [5][6]. - The industry is experiencing a transition from a focus on high-frequency trading to a more comprehensive competition that includes data breadth, algorithm depth, computational power, strategy diversity, and refined risk control [5][6]. - Challenges such as the "scale curse" and potential strategy convergence pose risks to excess returns as management scales increase, necessitating a focus on unique strategies to maintain market diversity and reduce systemic risk [6][7]. Group 4: Future Outlook and Responsibilities - The industry is expected to play a crucial role in the high-quality development of the fund sector, with quantitative strategies acting as stabilizers in the market by absorbing volatility and providing liquidity [7][8]. - The importance of clear performance attribution in quantitative investment is emphasized, as it helps investors set realistic expectations and focus on long-term stable excess returns rather than short-term rankings [7][8]. - The call for a diverse ecosystem in the quantitative investment industry highlights the need for strategies that avoid homogenization, ensuring a healthy market environment and compliance with regulatory frameworks [8].

- The report does not contain any specific quantitative models or factors, nor their construction, evaluation, or backtesting results. The content primarily focuses on market performance, style indices, valuation, and other financial metrics without detailing any quantitative models or factors[1][2][3]

金银价格的飙涨，形成巨大的财富效应。 这些日子，你不谈谈黄金白银，都显得自己out了。 然而，这几天金价和银价的大跌，像一盘冷水，浇在每个人头上。 似乎在说明一个简单到不能再简单的道理： 有涨就会跌！ 而且，涨得越疯狂，下跌的时点和幅度就越大，而且越不可预测。 不过，也必须承认，就跟道理都懂，但依然过不好人生一样，没有谁能够阻止人性的疯狂，这似乎已经 成为一种宿命。 回顾历史，黄金和白银，从未真正离开过人类财富舞台的中心。 那些在金融市场上与金银共舞的人们，其命运比今天的炒金炒银者，更加多元与戏剧化。 01 黑色星期一的黄金先知 1987年10月19日，纽约证券交易所陷入恐慌，道琼斯指数单日暴跌22.6%，创造了"黑色星期一"的历 史。 但在这场灾难中，一位34岁的基金经理却获得了62%的年回报率。 他就是保罗·都铎·琼斯。 琼斯的秘密武器之一是黄金。 在股市崩盘前，他注意到黄金与股市之间的反向关系正在加强。 通过分析历史数据，他发现自1971年布雷顿森林体系解体以来，每次重大股市危机时，黄金都会成为避 险天堂。 琼斯建立了复杂的模型，配置了大量黄金期货和黄金矿业股的空头头寸作为对冲。 "黑色星期一"后，琼斯 ...

作者 | 深鹏 数据支持 | 勾股 大数 据（www.gogudata.com） 金银价格的飙涨，形成巨大的财富效应。 这些日子，你不谈谈黄金白银，都显得自己 out 了。 然而，这几天金价和银价的大跌，像一盘冷水，浇在每个人头上。 似乎在说明一个简单到不能再简单的道理： 有涨就会跌！ 而且，涨得越疯狂，下跌的时点和幅度就越大，而且越不可预测。 不过，也必须承认，就跟道理都懂，但依然过不好人生一样，没有谁能够阻止人性的疯狂，这 似乎已经成为一种宿命。 回顾历史， 黄金和白银 ， 从未真正离开过人类财富舞台的中心。 那些在金融市场上与金银共舞的人们，其命运 比今天的炒金炒银者， 更加多元与戏剧化。 01 黑色星期一的黄金先知 1987 年 10 月 19 日，纽约证券交易所陷入恐慌，道琼斯指数单日暴跌 22.6% ，创造了"黑 色星期一"的历史。 但 在这场灾难中，一位 34 岁的基金经理却获得了 62% 的年回报率。 他就是保罗 ·都铎·琼斯。 琼斯的秘密武器之一是 黄金 。 在股市崩盘前，他注意到黄金与股市之间的反向关系正在加强。 通过分析历史数据，他发现自 1971 年布雷顿森林体系解体以来，每次重大股市 ...

近日，百亿私募启林投资的一则公告，让整个金融圈陷入悲痛。公司创始合伙人沈显兵与世长辞，年仅40岁，距离他的40岁生日仅剩6个月。 量化投资圈突发噩耗，又一位顶尖大佬匆匆落幕。 死因或与贵金属暴跌有关？ 启林投资的公告中，并未提及沈显兵的具体死因，这也引发了市场的诸多猜测，其中最受关注的，便是近期贵金属市场的极端崩盘行情。 九宮九技叔爵涅槃 13小时削 江苏 大概率是黄金自银爆仓了 3 条回复 > 7 142 0 日日新,又日新。 10小时前 北京 新闻报道就不能多说一句死因吗? 新启点新征程 6分钟前 福建 重仓多单白银被爆了? 回复 > ♡ 赞 (1) 乐乎 11小时前 山西 怎么走的?真是应了那句话了:人走了钱没花 了,太可惜了! 诚心奉劝那些量化大佬们,一定 要保重身体,不能要钱不要命啊! 2 条回复 > C 71 C 3条回复 > 714 (2) 疯狂枪迷 11小时前 广东 量化确实害人,这个也体现了人的方面。君子爱 财取之有道,少点量化,多点自然! 1条回复 > C 47 C 勇者微 11小时前 陕西 搞量化交易♀ 殊途同归,包括支持量化交易的管 tel 列号 | 火山诗话 沈显兵的最后一条朋友圈， ...

1月27日，高盈量化在香港隆重举行职场乔迁仪式，标志着其国际化发展进入新里程。新职场坐落于香 港核心商务区，坐拥维港景致与完善商务配套，将成为公司深化业务协同、拓展全球市场的重要战略支 点。 活动当天，高盈量化董事长吴超，清华大学五道口金融学院特聘教授、中国人民银行货币政策委员会委 员黄海洲，清华大学五道口金融学院院长助理、清华校友总会五道口金融学院分会副会长张伟，清华五 道口金融EMBA香港同学会会长、伟仕佳杰控股董事局主席李佳林，清华大学五道口金融学院特聘教 授、凯丰投资(香港)创始人、CEO兼联席CIO高滨，旭辉控股董事局主席林中，德商控股副总裁王美 荣，德商奇点科技CEO常帅，德商奇点科技COO Lily，德商奇点科CMO Joy等学界专家及业界合作伙伴 齐聚现场，共贺乔迁之喜。 剪彩仪式上，高盈量化董事长吴超与特邀嘉宾、合作伙伴代表共同为新职场揭幕。作为高盈量化推进国 际化与专业化战略的关键一步，此次乔迁不仅是办公空间的全面升级，更是公司发展视野与格局的重要 提升。新职场将作为清华五道口金融学院学术交流与科研的重要平台，也是高盈量化与德商产投、威富 吴超董事长在活动致辞中表示，高盈量化作为一家融合了 ...

H *本图片部分内容由Al生成 基金有风险,投资须谨慎(中国建设银行代销) "低利率环境下,投资如何升级?" "股票、债券、商品、海外 …… 该如何做资产配置?" "全市场上万只基金,该怎么选?" 面对投资中的各种难题 "专业基金买手" -- FOF都能轻松破解! · 投资市能 "P « FOF助力一步到位! FOF,即基金中基金,顾名思义,是一种投资于其 他基金的基金,其核心优势在于: 横跨多元资产 FOF天然具备多元资产配置属性,投资范围覆盖股 票、债券、商品、海外及另类资产等,可实现跨资 产、跨市场、跨地域的分散配置,可作为低利率时代 基金投资选择。 另类资产 商示 债 超外 专业投资管理 FOF由专业团队在全市场筛选和评估，选择具有潜力 的基金合理搭配、布局,目定期进行组合再平衡,提 升了投资者自主挑选基金与多元资产配置的体验。 投资相对分散 普通基金主要投资于股票、债券等大类资产,而FOF 以"一篮子"基金为投资对象,形成"FOF->基金 ->资产"双层分散效果。 基金 贺声 FOF诸多优势,可以直接"抄作业"、 模仿FOF的持仓吗? 三思而后行! 因为FOF公布的持仓情况往往有一定的局限性和滞后 ...

AI技术对量化投资的赋能,不仅体现为量化策略收益能力的提升,更深度贯穿于投资全流程,在风险控制环 节发挥着不可替代的核心作用。星阔投资研发了一套基于人工智能的风控预警系统,通过深度解析多维 度市场数据,精准预判风险因子收益的短期变动趋势,实时动态监控组合风险暴露;当系统监测到潜在的风 险因子异动时,将自动触发预警,收紧风控约束并生成调仓指令,真正实现从风险识别、预警至应对的全流 程智能化管理,为投资组合的动态调仓与稳健运行筑牢坚实安全防线。这种"AI赋能收益提升+AI筑牢风 控稳健"的双重布局,将AI技术优势切实转化为星阔投资在量化领域的核心竞争力。 邓剑坦言:"由ChatGPT引领的这轮大模型浪潮,推动人工智能从'鹦鹉学舌'的浅层模仿迈入'自主思考'的 深层智能阶段,为量化投资领域开辟了全新的技术赋能路径,同时也让行业直面训练范式适配性不足、模 型对数据噪声高度敏感、推理链路繁琐等核心共性挑战。"对此,星阔投资始终坚守技术创新与稳健落地 的平衡原则,既积极拥抱大模型浪潮下的行业机遇,持续加码研发投入、探索技术应用边界,亦坚守量化投 资的底层核心逻辑,以严谨的专业态度应对行业共性难题,在金融科技的浪潮中行稳致 ...

Core Viewpoint - The "fixed income +" products are a key focus for brokerage asset management this year, as residents continue to shift their asset allocation towards financial assets, balancing stability and aggressiveness [1] Group 1: Challenges Facing "Fixed Income +" Products - "Fixed income +" products are currently facing dual pressures from declining bond yields and increasing difficulty in enhancing equity components, leading to a deep transformation of related strategies [2][3] - The traditional operation model of "fixed income +" strategies is challenged by low bond yields and structural market conditions, reducing the safety net function of bonds and complicating equity enhancement due to market differentiation [3][4] - The volatility of bond yields has increased, impacting the stability of portfolios, while the structural differentiation in the equity market has raised the difficulty of stock selection, leading to decreased certainty in overall strategy returns [4][5] Group 2: Iteration and Upgrading of "Fixed Income +" Products - Brokerage asset management firms are advancing the iteration of "fixed income +" products through multiple dimensions, including expanding asset boundaries, enhancing quantitative tools, and improving risk control [5][6] - Expanding asset boundaries involves incorporating low-correlation alternative assets to enhance portfolio resilience against cycles, moving beyond the traditional stock-bond framework [5][6] - Strengthening quantitative and systematic investment capabilities is essential, with firms utilizing data-driven methods to avoid over-reliance on single market opportunities and to construct long-term effective strategies [6] Group 3: Market Outlook for 2026 - Institutions generally expect bond market performance to improve compared to last year, with yields anticipated to remain volatile, while the equity market is expected to strengthen amidst fluctuations [7][8] - The bond market is projected to present more investment opportunities in 2026, with a potential steepening of the yield curve and increased trading value in long-term bonds [7] - In the equity market, structural opportunities are anticipated, with a focus on sectors such as technology, cyclical stocks, and emerging themes like AI, as well as recommendations for specific industries to target [9]

Core Insights - Shuanglong Investment, established in 2007, has evolved from commodity futures arbitrage to a focus on CTA strategies, emphasizing the importance of "letting go" in its strategic choices [1][2] Group 1: Return to CTA Main Business - The company shifted its strategy focus to stock index futures after the launch of stock index futures in 2010, achieving a management scale of approximately 5 billion yuan by 2015 [2] - In 2016, due to restrictions on stock index futures trading, the company faced challenges and ultimately decided to abandon its stock strategy in early 2020, refocusing on its core CTA expertise [2] - This strategic retreat was based on deep research reflection and a commitment to investor responsibility, moving away from overly ambitious performance metrics [2] Group 2: Comprehensive Strategy Matrix - After returning to its main business, Shuanglong Investment developed a comprehensive CTA strategy system covering various asset classes, including commodities, stock indices, and options [3] - The strategy incorporates multiple factors, including price-volume, term structure, and fundamental analysis, with a focus on both short-term and long-term positions [3] - The diversified strategy framework allows for the continuous performance of certain factors in different market environments, smoothing overall returns [3] Group 3: Compliance and Stability - The investment research team is structured to facilitate efficient research and development, with a focus on both breadth and depth in strategy iteration [4] - The company believes that the current domestic futures market has ample capital, and its diversified strategies mitigate capacity issues, allowing for continued focus on strategy improvement [5] - Shuanglong Investment plans to increase investments in factor sources and utilize AI technology to enhance multi-dimensional factor integration by 2026 [5]