AI 大模型

大模型对齐与安全

大模型对齐、安全、越狱、红队、提示注入和可信评测。

2025-09-03 至 2025-09-03 共收录 6 篇信号源：cs.CL, cs.AI, cs.CY, cs.LG

1. AI治理与伦理 6 篇

2509.00673 2025-09-03 cs.CL cs.AI cs.IR 88%

Confident, Calibrated, or Complicit: Probing the Trade-offs between Safety Alignment and Ideological Bias in Language Models in Detecting Hate Speech

Sanjeeevan Selvaganapathy, Mehwish Nasim

机构 * School of Physics, Mathematics and Computing（物理、数学与计算学系）； Network Analysis and Social Influence Modelling (NASIM) Lab（网络分析与社会影响建模实验室）； The University of Western Australia（西澳大学）

专题命中 AI治理与伦理：alignment(title,abstract)；safety(title,abstract)；分类 cs.CL、cs.AI

2502.16534 2025-09-03 cs.CL cs.AI cs.CY 82%

Multilingual != Multicultural: Evaluating Gaps Between Multilingual Capabilities and Cultural Alignment in LLMs

Jonathan Rystrøm, Hannah Rose Kirk, Scott Hale

机构 * Oxford Internet Institute（牛津互联网研究所）； University of Oxford（牛津大学）

专题命中 AI治理与伦理：alignment(title,abstract)；分类 cs.CL、cs.AI、cs.CY

Comments Accepted at OMMM@RANLP2025

2509.02133 2025-09-03 cs.CL 74%

AMBEDKAR-A Multi-level Bias Elimination through a Decoding Approach with Knowledge Augmentation for Robust Constitutional Alignment of Language Models

Snehasis Mukhopadhyay, Aryan Kasat, Shivam Dubey, Rahul Karthikeyan, Dhruv Sood, Vinija Jain, Aman Chadha, Amitava Das

机构 * Indian Institute of Information Technology, Kalyani（印度信息技术学院，卡里尼）； BITS Pilani Goa（比尔·斯图尔特学院，果阿）； IIT Madras（马德拉斯理工学院）； DTU（达丁理工大学）； Artificial Intelligence Institute, University of South Carolina（南卡罗来纳大学人工智能研究所）； Meta AI ； Amazon GenAI（亚马逊生成人工智能）

专题命中 AI治理与伦理：alignment(title)；分类 cs.CL

2509.00085 2025-09-03 cs.CR cs.AI cs.CY 73%

Private, Verifiable, and Auditable AI Systems

Tobin South

机构 * MIT Media Lab（麻省理工学院媒体实验室）

专题命中 AI治理与伦理：safety(abstract)；AI safety(abstract)；分类 cs.AI、cs.CY

Comments PhD thesis

2509.01576 2025-09-03 cs.AI cs.CY cs.SY eess.SY 62%

Structured AI Decision-Making in Disaster Management

Julian Gerald Dcruz, Argyrios Zolotas, Niall Ross Greenwood, Miguel Arana-Catania

专题命中 AI治理与伦理：safety(abstract)；分类 cs.AI、cs.CY

Comments 40 pages, 14 figures, 16 tables. To be published in Nature Scientific Reports

2509.02007 2025-09-03 cs.AI 57%

mFARM: Towards Multi-Faceted Fairness Assessment based on HARMs in Clinical Decision Support

Shreyash Adappanavar, Krithi Shailya, Gokul S Krishnan, Sriraam Natarajan, Balaraman Ravindran

专题命中 AI治理与伦理：alignment(abstract)；分类 cs.AI