Quantitative Systems
When Backtests Lie: The Hidden Costs of Overfitting
A strategy that performs brilliantly in backtesting and fails in live deployment is not a trading system — it is a historical artefact. We explore the methodological discipline required to build systems that actually work.
Macro Research
Commodity Supercycles and the Patient Investor
The structural case for commodities has been building for a decade. We examine the supply constraints, demand dynamics, and positioning signals that suggest the cycle is entering its most rewarding phase.
Risk Management
Tail Risk in Practice: Beyond Value at Risk
VaR tells you what you lose 99% of the time. It says nothing about the 1%. For high-wealth investors, the 1% is the only number that matters. We outline a more complete framework for thinking about downside.
Alternative Data
Satellite Imagery as a Market Signal: What the Data Actually Shows
Alternative data is only as valuable as the analytical framework applied to it. We examine three years of satellite-derived supply chain data and what it has — and has not — predicted about equity returns.
Quantitative Systems
Execution Alpha: The Edge Most Systematic Traders Ignore
Strategy design captures most of the attention in systematic trading. Execution captures most of the slippage. We quantify the performance gap between average and optimal execution across liquid equity markets.
February 2026·10 min read
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The Sovereign Debt Reckoning: Timing the Untimable
Developed market sovereign debt levels are at historic extremes. The question is not whether this resolves — it is when, and through which mechanism. We map the scenarios and their implications for capital allocation.
January 2026·13 min read
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