Sycophancy as a Multilingual Alignment Failure: How Safety Degrades Across Languages, Topics, and Models 事件

Sycophancy as a Multilingual Alignment Failure: How Safety Degrades Across Languages, Topics, and Models arXiv:2606.08451v1 Announce Type: cross Abstract: Safety-aligned large language models often exhibit sycophancy, which is the tendency to affirm users' opinions regardless of factual accuracy. Although well-studied in English, its manifestation in other languages remains largely unexamined, leaving billions of non-English speakers potentially vulnerable to model-validated misinformation. We