2.4 Luck Is Not a Strategy. Why Monte Carlo Analysis Is Mandatory.
Most investors look at a backtest and see a single,…
2.3 The Ghost of the Past. Why Out-of-Sample Testing Is Indispensable.
Anyone can "predict" the past. Give a teenager a laptop and…
2.2 The Optimization Trap. Why Parameter Stability Is the Only Metric That Matters.
Most traders spend hundreds of hours tweaking parameters to…
The Backtest Is Not a Strategy. Why Every System Needs a Clear Market Assumption.
Most traders spend weeks torturing historical data until it…
1.10 If You Can’t Explain It, You Won’t Trade It. Why Explainability Is Your Only Shield.
Most traders worship the "Black Box"—a complex algorithm…
Diversification Is a Fair-Weather Friend. Why Correlations Explode in a Crash.
Most traders believe their portfolio is protected because…
Trading Without Context Is Just Blind Execution. Why Regime Models Are Mandatory.
Most traders apply the same rules regardless of what the…
Complexity Is a Cloak for Fragility: Why Simple Rules Win in Algorithmic Trading
Every additional rule in a trading strategy is a new way…
Optimization Is a Trap. Robustness Is Survival.
Traders who fine-tune their strategies until the backtest…
The Bell Curve Is a Lie: Why Markets Don’t Care About Normal
Most investors build their risk models on the Normal…