A systematic critique showing temporal leakage and extrapolation flaws can undermine claims that LLM forecasters match or beat humans.
A backtesting protocol in the era of machine learning
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Pitfalls in Evaluating Language Model Forecasters
A systematic critique showing temporal leakage and extrapolation flaws can undermine claims that LLM forecasters match or beat humans.