Redefining Investment Strategies Through Innovation

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  • View profile for Mikhail Gorelkin

    Principal AI Systems Architect

    11,611 followers

    𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈 𝐟𝐨𝐫 𝐅𝐢𝐧𝐚𝐧𝐜𝐞: In the dynamic and data-driven landscape of financial markets, this paper introduces MarketSenseAI, a novel AI-driven framework leveraging the advanced reasoning capabilities of GPT-4 for scalable stock selection. MarketSenseAI incorporates Chain of Thought and In-Context Learning methodologies to analyze a wide array of data sources, including market price dynamics, financial news, company fundamentals, and macroeconomic reports emulating the decision making process of prominent financial investment teams. The development, implementation, and empirical validation of MarketSenseAI are detailed, with a focus on its ability to provide actionable investment signals (buy, hold, sell) backed by cogent explanations. A notable aspect of this study is the use of GPT-4 not only as a predictive tool but also as an evaluator, revealing the significant impact of the AI-generated explanations on the reliability and acceptance of the suggested investment signals. In an extensive empirical evaluation with S&P 100 stocks, MarketSenseAI outperformed the benchmark index by 13%, achieving returns up to 40%, while maintaining a risk profile comparable to the market. These results demonstrate the efficacy of Large Language Models in complex financial decision-making and mark a significant advancement in the integration of AI into financial analysis and investment strategies. This research contributes to the financial AI field, presenting an innovative approach and underscoring the transformative potential of AI in revolutionizing traditional financial analysis investment methodologies. SOURCE: https://lnkd.in/gnhZUCSg

  • View profile for Andrew Barrett

    Wealth Management Leader Focused On AUM Growth, Culture and the Client Experience.

    3,247 followers

    The Biggest Fintech Trend No One Is Talking About: Embedded Wealth Management Investing is no longer just about buying conventional financial assets episodically. Fintech has already transformed payments, lending, and banking—now, it’s moving rapidly into wealth management in ways we see every day but rarely talk about: Embedded Wealth Management. This is the seamless integration of investing and advisory services into everyday platforms. If you have teenage kids, you’ll know they’re product- and brand-savvy. Like many in their generation, they want to express their investing behavior in non-traditional ways. So what’s happening? 🔹 Payroll investing: Companies have long allowed employees to allocate a portion of their paycheck to company stock—now, it’s expanding to all investments. 🔹 E-commerce & social investing: Investing in fractional shares while shopping or scrolling? It’s already happening with large multinationals in Asia. 🔹 Tokenization of assets: Private equity, real estate, and even art are being broken into investable digital tokens. 🔹 AI-powered micro-advisory: When you make a large purchase, an AI-driven advisory tool may instantly suggest portfolio reallocation based on your full financial picture. Why does this matter? Banks and traditional wealth managers must rethink their strategies. Tech giants are already eyeing this space, and fintech startups are building API-first solutions that could redefine wealth management as we know it. The larger players that are tech-forward—SS&C Technologies and FNZ, for example—are already leading the way with embedded wealth solutions. The future of investing isn’t in an app—it’s everywhere. #Fintech #WealthManagement #Investing #EmbeddedFinance #DigitalTransformation #WealthTech inCadense Corp.

  • View profile for Jeffrey Rosenberg, CFA

    Senior Portfolio Manager, Systematic Fixed Income

    2,777 followers

    Redefining investing, reimagining alpha. A new investing environment has challenged the traditional role fixed income plays for investors. With less reliable diversification properties, innovations from BlackRock Systematic Fixed Income applying a disciplined, data-driven approach led to the creation of "defensive alpha" strategies—return streams that tend to be strongest in down equity markets, but with no market, beta, or factor exposure, as an alternative form of diversification.  Such strategies lie at the heart of our liquid alternative solutions for clients. By continuously evolving our models to reflect these ever-changing market dynamics and harnessing new data sources and new techniques, systematic investing innovations can help solve critical investor challenges. And what sets systematic investing apart is its durability. Insights are embedded in models, not reliant on individual decisions—making the process scalable, repeatable, and resilient. It’s a living system, built on collaboration and continuous innovation, designed to adapt as markets evolve. Learn more about how we’re reimagining alpha: https://1blk.co/43SOkGI

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