A Fast and Effective Solution to the Problem of Look-ahead Bias in LLMs

Humzah Merchant, Bradford Levy

Applying LLMs to predictive tasks in finance is challenging due to look-ahead bias resulting from their training on long time-series data. This precludes the backtests typically em…