NumLeak detects high-fidelity recall of public numeric time series in frontier LLMs, with correlations of 0.97-0.99 on Fama-French data and similar patterns on economic indicators.
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NumLeak: Public Numeric Benchmarks as Latent Labels in Foundation Models
NumLeak detects high-fidelity recall of public numeric time series in frontier LLMs, with correlations of 0.97-0.99 on Fama-French data and similar patterns on economic indicators.