Systematic and Hybrid investment approaches: July 2024

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 from the Quantitative Investments Boutique explores how concentration has evolved and what it means for investors navigating today’s equity landscape.

Can the top 2% make all the difference? The Quantitative Investments 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.

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.

Have you been following Digital Asset Treasuries (DATs)? Once promoted as “intelligent leverage” on Bitcoin, they gave investors simple exposure through listed shares. But with ETFs now offering easier and cleaner access, the model faces growing pressure. In this piece, we explore whether DATs are here to stay—or fading fast.