Unverified50% confidenceOpinionExact time
英语训练语料尤其来自互联网论坛和社交媒体的内容包含更多直接、简洁甚至带有争论性的交流方式，导致模型英语对话默认人格更干练直接
1
Sources
50%
Confidence
Long-term
Relevance
7/16/2026
First Seen
Sources
Related Claims
UnverifiedEnglish content in mainstream large language model training corpora typically exceeds 50%, leading to significant performance gaps for non-English languages.69% similarVerifiedThe internet's supply of high-quality text data for training large language models has been largely consumed.67% similar
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