Unverified50% confidenceFactExact time
Causal sensitivity is a metric for explanation faithfulness: it examines the proportion of cases in which the final output changes accordingly when intermediate reasoning steps are artificially altered.
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10/23/2026
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UnverifiedThe research community refers to the phenomenon of the same model giving answers of significantly varying quality in response to subtly differently worded instructions as 'prompt sensitivity'.71% similarUnverifiedSensitivity stemming from the evaluation method may arise from the scoring rubric favoring certain phrasings, a single reference answer format, or an automatic evaluator that parses output format too rigidly.71% similarUnverifiedEvaluating problem-setting quality can be transformed into evaluating the gain of the hint, i.e., the difference in pass rate for the same solver with and without the hint.69% similarUnverifiedSpecificity and measurability are the core indicators that distinguish good prompts from bad prompts.69% similar
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