How AI is transforming digital twins and shaking up the S&P 500.
In the world of finance and information overload, knowledge is power. We hope you find the RIPPL Insights for May 2025 useful.
Research IP delivers RIPPL Insights to serve as your monthly go-to source of compiled content in three focus areas – behavioural finance, investment, and technology.
 | Visualised: The Top Uses of AI in Digital Twins The most common use case, reported by 59% of businesses, is processing front-end data. AI-driven analytics streamline data handling, ensuring more accurate simulations and better decision-making. #technology READ MORE |
| Behavioural Finance and Factor Investing This paper explores the intersection of behavioural finance and factor investing, providing an overview of the foundational theories in behavioural finance and their implications for asset pricing. #behaviouralfinance READ MORE |  |
 | The S&P 500 Is Getting More Concentrated 📈 The share of the top 10 stocks in the S&P 500’s total market capitalisation over time, from 1880 to 2024. #investment READ MORE |
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Credits: Voronoi by Visual Capitalist, The Digital Twin Industry Report Hexagon 2024, Finaeon S&P500 Citi Global Insights, Shi, Chuan, Behavioural Finance and Factor Investing (February 14, 2025), and Peshkova from Getty Images
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