Better questions.
Sharper systems.
Deep technical research on the methods moving systematic trading forward. Mathematical formulations, reproducible experiments, execution architecture, and the sources behind every claim.
PRIMARY SOURCES / EXPLICIT ASSUMPTIONS / REPRODUCIBLE RESEARCH9 perspectives
Execution research that reconciles: quantities, costs and decision clocks
A reproducible execution-research workflow connecting FIFO quantity accounting, price-volatility units, broker event handling and fair cost-aware comparisons.
TECHNICAL RESEARCH · 9 PRIMARY SOURCES · 2,018 WORDSThe strategy architecture map: signals, models, execution and evidence.
A technical comparison of momentum, statistical arbitrage, ML ranking, regimes, foundation models and adaptive execution — with equations, causal data rules and platform design.
TECHNICAL RESEARCH · 20 PRIMARY SOURCES · 2,170 WORDSFrom portfolio constraints to QUBO: a benchmark-first quantum workflow.
Derive the QUBO and Ising coefficients, verify a synthetic portfolio exactly, inspect QAOA and mixer assumptions, and compare the complete workflow with classical solvers.
TECHNICAL RESEARCH · 14 PRIMARY SOURCES · 1,999 WORDSAI can accelerate research. Evidence still decides.
Inside the shift toward AI-assisted factor discovery — and the validation that makes it useful.
A stronger forecast is only the beginning.
Foundation models, changing market regimes, and the distance between a prediction and a tradable system.
The quantum frontier starts with a classical benchmark.
A grounded look at hybrid optimization, portfolio constraints, and what quantum research can actually tell us.
Adaptive execution has to earn its complexity.
Reinforcement learning, order allocation, and the practical importance of realistic fills.
A market regime is context, not a crystal ball.
Use probabilistic state estimates to ask better questions about exposure and strategy selection.
Validation is a design decision, not a final checkbox.
Reproducible experiments, leakage checks, and clear baselines for AI-assisted trading research.