Viewpoint

Discover how developed and emerging market corporate bonds may offer stability, diversification, and alpha opportunities. With yields at multi-year highs and improving fundamentals, our experts believe now is the time to unlock the hidden potential of corporate bonds in your portfolio.

AI models don’t have to be black boxes. In the final article of our Expl(AI)ning series, discover how SHAP values reveal the contributions behind model predictions, enhancing transparency and trust in AI-powered investing. See how we use these insights within our AI Powered process.

Rising concentration in the S&P 500 has made markets more sensitive to a handful of mega-cap stocks driving performance. While technology remains dominant, this imbalance raises questions around volatility, diversification, and market resilience. The Solutions team explores how concentration has evolved and what it means for investors navigating today’s equity landscape.

Leaders in the video game industry, such as Tencent Holdings, NetEase, and Capcom, offer a distinct blend of predictability and growth through a combination of "Evergreen" titles and new game pipelines. These firms have generated recurring revenues and compounded earnings at approximately 20% annually over the past decade.

Can the top 2% make all the difference? The quantitative team tested an AI-powered stock picker across 20 years of data. By analysing hit rates alongside market concentration and dispersion, they uncovered fresh insights into portfolio management. Discover how AI reshapes investing in our latest article.

AI-driven momentum trades and non-US value dominated markets in 2025. However, the sustainability of these trends remains uncertain, particularly given unproven ROI of AI investments. Amid this backdrop, quality stocks emerge as a prudent choice, offering both resilience and steady growth potential.

Backtests can mislead—or unlock real edge. In Part II of our mini-series, we show how to avoid common pitfalls, cut through bias, and turn backtests into a reliable tool for decision-making. Practical, actionable, and built for real-world investing.

Backtesting can reveal powerful insights—or create dangerous illusions. In Part I of our mini-series, we show how biases and shortcuts can inflate results, using a simple momentum strategy as an example. Learn why careful design matters before moving from simulation to real-world investing.

With rising temperatures, many investors are drawn to companies that offer adaptation solutions. While adaptation is essential, mitigating climate change and decarbonizing the economy also remain vital. Discover where adaptation and mitigation intersect – particularly in the realm of cooling – and how they can interact to create a more sustainable world.

As investors face tariffs, muted growth, and geopolitical risk, the Fixed Income team explains how emerging-market investment-grade bonds can provide yield and global diversification.

International equities offer long-term structural growth opportunities. Europe is undergoing an economic transformation through defense, technology, and infrastructure investments. In our view, rising US risks, like fiscal deficits, underscore the need for diversification.

How can machine learning ensembles be built in practice? From Bagging and Boosting to Stacking, this article explores different ensemble strategies and the role of model diversity. We also examine how ensembles are being applied in financial forecasting, drawing on both academic research and industry experience. Discover how combining models tends to deliver stronger, more resilient predictions in finance.