大模型对齐与安全

One-shot Optimized Steering Vectors Mediate Safety-relevant Behaviors in LLMs

Jacob Dunefsky, Arman Cohan

机构 * Department of Computer Science（计算机科学系） ； Yale University（耶鲁大学） 纠错

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

Comments Published at COLM 2025. 30 pages, 7 figures. Code is available at https://github.com/jacobdunefsky/one-shot-steering-repro and https://github.com/jacobdunefsky/one-shot-steering-misalignment

From Hard Refusals to Safe-Completions: Toward Output-Centric Safety Training

Yuan Yuan, Tina Sriskandarajah, Anna-Luisa Brakman, Alec Helyar, Alex Beutel, Andrea Vallone, Saachi Jain

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

Barriers on the EDGE: A scalable CBF architecture over EDGE for safe aerial-ground multi-agent coordination

Viswa Narayanan Sankaranarayanan, Achilleas Santi Seisa, Akshit Saradagi, Sumeet Satpute, George Nikolakopoulos

机构 * Robotics and Artificial Intelligence Group of the Department of Computer Science, Electrical and Space Engineering at Luleå University of Technology（鲁内斯大学机器人与人工智能小组） 纠错

专题命中 安全训练 ：safety(abstract)

Comments 6 pages, 2 figures, first draft of a paper currently under review