当多元价值并存，成对比较为何失效？一篇挑战决策底层逻辑的硬核论文，值得深读。
arXiv:2607.02672v1 Announce Type: new Abstract: Local pairwise comparisons are a standard tool for learning how people want decision rules to work, e.…
探讨AI多元主义主流框架的遗漏之处，质疑“表征多样性”这一常见视角的深层局限。
arXiv:2606.16167v1 Announce Type: new Abstract: AI pluralism is often framed as a problem of representing diverse values, preferences, users, or outpu…
LLM多元性新评估方法：通过潜在视角分析模型多样性的前沿研究。
arXiv:2606.13254v1 Announce Type: new Abstract: The growing need to represent diverse perspectives has increased interest in pluralistic LLM generatio…
批判当前AI多元对齐仅依赖偏好聚合，提出必须主动暴露分歧以实现真正价值多元主义。
arXiv:2605.14912v1 Announce Type: new Abstract: Pluralistic alignment is typically operationalised as preference aggregation: producing responses that…