Systematic and Hybrid investment approaches: July 2024

The 2026 Large Language Models Outlook examines the current state of artificial intelligence as it relates to LLMs, highlighting diversity, specialization, and global competition. Learn how open- and closed-weight models, regulatory approaches, and strategic deployment are shaping industries today, from finance to mathematics, and explore the trends likely to define AI’s trajectory in the year ahead.

As we approach 2026, high equity valuations, shifting inflation dynamics, and rising cross-asset dispersion are reshaping the investment landscape. With traditional portfolio strategies like the 60/40 model facing new challenges, diversification is becoming a practical necessity. The Solutions team from the Quantitative Investments Boutique explores how these structural shifts are driving the return of the multi-asset cycle and what it means for investors navigating this new market regime.

AI is expanding what systematic investing can achieve — from unlocking deeper insights in complex data to building more adaptive, responsive portfolios. This piece explores the shift from classical quant to Quant 2.0 and what a more adaptive, data-driven future could look like.

Government bonds are primarily driven by moves in their underlying interest rates – and these rates are highly correlated. In this QuantaByte, we show how correlated interest rates really are, and what conclusions an investor can draw to tackle this problem.

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.