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most citedSHAP zero Explains Biological Sequence Models with Near-zero Marginal Cost for Future Queries

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cs.AI2026

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

Harry Mayne, Justin Singh Kang, Dewi Gould +3

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 faithful…