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A Positive Case for Faithfulness: LLM Self-Explanations Help Predict Model Behavior

Mayne, Harry et al.
arXiv (All) · Papers
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machine-learning
LLM self-explanations are often presented as a promising tool for AI oversight, yet their faithfulness to the model's true reasoning process is poorly understood. Existing faithfulness metrics have critical limitations, typically relying on identifying unfaithfulness via adversarial prompting or det
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