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When Every Fund Has AI, Where Will Alpha Come From?
Artificial intelligence has rapidly become one of the most transformative technologies of our generation. Across virtually every industry, AI...
August 4, 20260 -
The Truth: Break-Even and Trailing Stops in Trading Systems
If there is one piece of trading advice that almost every new trader hears, it is this: “Always move...
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Why PnL Correlation Fails for Same-Market Strategy Portfolios
PnL Correlation vs. Overlap Detection – A Better Way to Think About Diversification? When building a portfolio of trading...
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Swap Fees – The Hidden Cost That Breaks Trading Systems
When traders talk about costs, the conversation almost always revolves around commissions and spreads. Systematic traders may go a...
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Adaptive Position Sizing in Algorithmic Trading
Introduction One of the most important challenges in algorithmic trading is controlling losses during drawdowns while maintaining upside potential....
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The Diminishing Benefits of Diversification
Diversification is a core principle in portfolio management, aimed at reducing risk by spreading investments across multiple instruments. However,...
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Reducing Position Sizing During Drawdowns
Managing risk is paramount in live trading, especially when your equity curve enters a drawdown phase. One of the...
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Skewness in Trading Strategy PnL Distributions
In trading, analyzing the distribution of profit and loss (PnL) can offer valuable insights into the performance characteristics and...
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Reward: Risk vs. Accuracy in Trading Strategies
In the world of trading and investing, two crucial metrics that determine the effectiveness and profitability of a trading...
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Calculating Value-at-Risk using Historical Simulation
The Historical Simulation Method is a straightforward approach to calculate Value at Risk (VaR) by using historical market data...