- Q4 2025 performance updateJAN 2026
- Q3 2025 allocation shiftOCT 2025
- Mid-2025 portfolio reviewJUL 2025
- Annual 2024 letter to investorsJAN 2025
Performance
Quarterly performance and risk reviews.
A quantitative trading firm built on exceptional research. We apply rigorous academic methodology to real-world trading problems.
We work on hard, testable questions at the edge of statistics, machine learning, and live markets. The work is empirical, production-facing, and judged by evidence rather than narrative.
Turn first-principles hypotheses into signals that survive noise, regime change, and out-of-sample testing.
Extract structure from high-dimensional market data while controlling for leakage, overfitting, and unstable correlations.
Convert independent signals into capacity-aware portfolios with explicit risk, liquidity, and execution constraints.
Every candidate signal is evaluated against three standards: independence, statistical evidence, and risk behaviour.
Return streams are tested for orthogonality to common factors, hidden beta, and crowded exposures before they earn portfolio weight.
Signals must survive out-of-sample tests, regime shifts, implementation costs, and live degradation.
Exposure, liquidity, and drawdown constraints are part of the investment idea from day one.
Updates across performance, research, and the giving commitment.
Quarterly performance and risk reviews.
Notes from live research and methodology.
Where the 5% commitment goes, and what it built.
We’re a scientific research team — trading is how we monetize our research.
Our team is at the heart of everything we do — mathematicians, statisticians, physicists, cryptographers, and data scientists who understand complex systems and apply their expertise to financial markets.
We believe in a simple core idea: bring together exceptional minds, equip them with the right tools, and success becomes a matter of time — not a question of possibility.