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Your Backtest Can Pass Every Unit Test and Still Know the Future
A two-timestamp schema and a future-corruption test can catch silent look-ahead leakage in financial feature pipelines. A backtest does not need an obvious bug to cheat. The feature calculations can be correct. The train/test split can be chronological. Every unit test can pass. Yet the model may…