Unverified50% confidenceFactExact time

The gap between selection and generation exceeds 50 percentage points, revealing that reliability is far lower than benchmarks suggest when users need the model to directly write out kinship terms.

1

Sources

50%

Confidence

Long-term

Relevance

9/24/2026

First Seen

Sources

Recognize But Can't Generate: The Evaluation Blind Spot in LLMs for Cultural Kinship Terms

Related Claims

UnverifiedAnthropic的研究显示，即使面对毫无根据的质疑，在某些测试中模型被用户简单反驳后放弃正确答案的比例超过50%76% similar UnverifiedResearch shows that when the false positive rate exceeds 50%, the practical value of quality tools approaches zero.72% similar Unverified推测解码中当草稿通过率低于50%时，实际加速效果会大打折扣甚至产生负优化70% similar

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