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Distributional AGI Safety
最新arXiv论文探讨分布式通用人工智能（AGI）的安全壁垒，为AI治理提供新视角。
arXiv:2512.16856v2 Announce Type: replace Abstract: AI safety and alignment research has predominantly been focused on methods for safeguarding indivi…
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Pessimistic Risk-Aware Policy Learning in Contextual Bandits
离线数据下的风险感知策略学习新框架，用悲观原则优化高风险场景的决策效果
arXiv:2605.15620v1 Announce Type: cross Abstract: We study risk-aware offline policy learning, aiming to learn a decision rule from logged data that i…
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Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation
利用引文演化图作为监督信号，突破静态检索局限，让大模型生成更具创新性的研究想法。
arXiv:2605.14790v1 Announce Type: cross Abstract: Research idea generation is the innovation-driving step of automated scientific research. Recently, …