1
AI Alignment From Social Choice Perspectives
从社会选择理论切入AI对齐，为多智能体价值观协调提供全新数学框架
arXiv:2606.21550v1 Announce Type: new Abstract: Alignment from human feedback uses human judgments about model outputs to steer the behavior of langua…
2
Truthful Online Preference Aggregation for LLM Fine-Tuning in Mobile Crowdsourcing
提出在线偏好聚合方法，用于移动众包中LLM微调，解决真实性问题。
arXiv:2605.24052v1 Announce Type: cross Abstract: To better serve users' demands in mobile applications (e.g., navigation), mobile crowdsourcing platf…
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From Sycophantic Consensus to Pluralistic Repair: Why AI Alignment Must Surface Disagreement
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…