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A black box trading strategy in quantitative finance refers to an algorithmic trading system that makes buy and sell decisions automatically based on mathematical models, machine learning, or statistical analysis. The "black box" aspect means that the internal decision-making process is not fully transparent, even to the user. Key Characteristics of Black Box Trading Strategies: Automated Execution – The strategy automatically places trades based on signals without human intervention. Data-Drive