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Belief-Trajectory Energy: Measuring the Path to a Prediction

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Summary

Researchers introduce Belief-Trajectory Energy, a metric that tracks how large language models revise predictions across layers. The method achieves 0.998 macro-AUROC for detecting human-written text.

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