1
证监会主席吴清：提升投资运作稳健性 努力为投资者创造更可持续的中长期收益
证监会官网发布吴清主席在中国证券投资基金业协会第四届会员代表大会上的致辞。吴清表示，要坚持客户为本，始终注重投资者利益优先。无论是公募基金还是私募基金，都要坚守“受人之托、代客理财”的信义义务，持续强化制度约束和利益重构，加快实现从“重规模”向“重回报”的转型。当前公募基金改革迎来了“棋至中盘”的关…
2
Generating Robust Portfolios of Optimization Models using Large Language Models
用大语言模型自动生成优化模型组合，提升稳健性，ICML 研讨会论文揭示前沿思路。
arXiv:2605.27013v1 Announce Type: new Abstract: Mathematical optimization is a powerful tool for structured decision-making across domains such as res…
3
Stop Drawing Scientific Claims from LLM Social Simulations Without Robustness Audits
微调提示词就能颠覆LLM社会模拟结论，稳健性审计刻不容缓。
arXiv:2605.18890v1 Announce Type: cross Abstract: The scientific claims drawn from LLM social simulations should be no stronger than the robustness au…
4
Moral Susceptibility and Robustness under Persona Role-Play in Large Language Models
研究大语言模型在角色扮演中的道德易感性与稳健性，揭示AI如何随人设改变道德判断。
arXiv:2511.08565v3 Announce Type: replace-cross Abstract: Large language models (LLMs) increasingly operate in social contexts, motivating analysis of…