大模型对齐与安全

Large Language Model's Multi-Capability Alignment in Biomedical Domain

Wentao Wu, Linqing Chen, Hanmeng Zhong, Weilei Wang

专题命中 安全训练 ：alignment(title,abstract)；safety(abstract)；分类 cs.AI

HarmonyGuard: Toward Safety and Utility in Web Agents via Adaptive Policy Enhancement and Dual-Objective Optimization

Yurun Chen, Xavier Hu, Yuhan Liu, Keting Yin, Juncheng Li, Zhuosheng Zhang, Shengyu Zhang

机构 * Zhejiang University（浙江大学） ； Xiamen University（厦门大学） ； Shanghai Jiao Tong University（上海交通大学） 纠错

专题命中 安全训练 ：safety(title,abstract)；分类 cs.CL、cs.AI

The Emotional Baby Is Truly Deadly: Does your Multimodal Large Reasoning Model Have Emotional Flattery towards Humans?

Yuan Xun, Xiaojun Jia, Xinwei Liu, Hua Zhang

机构 * Institute of Information Engineering, Chinese Academy of Sciences（中国科学院信息工程研究所） ； Nanyang Technological University（南洋理工大学） ； University of Chinese Academy of Sciences（中国科学院大学） 纠错

专题命中 安全训练 ：safety(abstract)；分类 cs.AI

Explainable AI Methods for Neuroimaging: Systematic Failures of Common Tools, the Need for Domain-Specific Validation, and a Proposal for Safe Application

Nys Tjade Siegel, James H. Cole, Mohamad Habes, Stefan Haufe, Kerstin Ritter, Marc-André Schulz

专题命中 安全训练 ：trustworthy(abstract)；分类 cs.LG