大模型对齐与安全

2510.18193 2025-10-23 cs.AI cs.CV cs.LG stat.ML 62%

FST.ai 2.0: An Explainable AI Ecosystem for Fair, Fast, and Inclusive Decision-Making in Olympic and Paralympic Taekwondo

Keivan Shariatmadar, Ahmad Osman, Ramin Ray, Kisam Kim

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

Comments 23 pages, 12 figures

2510.19196 2025-10-23 cs.CY 57%

Integration of AI in STEM Education, Addressing Ethical Challenges in K-12 Settings

Shaouna Shoaib Lodhi, Shoaib Lodhi

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

Comments This paper pursues three goals: (1) analyzing ethical challenges in AI-driven STEM education, (2) evaluating AI and ethics curricula for STEM relevance, and (3) proposing a research-based framework for responsible integration that bridges teacher readiness gaps and promotes equity through STEM-focused strategies

2408.08878 2025-10-23 cs.HC 50%

Knowledge Prompting: How Knowledge Engineers Use Large Language Models

Elisavet Koutsiana, Johanna Walker, Michelle Nwachukwu, Bohui Zhang, Albert Meroño-Peñuela, Elena Simperl

专题命中 AI治理与伦理：trustworthy(abstract)

2506.16895 2025-10-23 cs.CV cs.AI cs.LG 81%

With Limited Data for Multimodal Alignment, Let the STRUCTURE Guide You

Fabian Gröger, Shuo Wen, Huyen Le, Maria Brbić

机构 * EPFL（瑞士联邦理工学院）； University of Basel（巴塞尔大学）； HSLU（苏黎世联邦理工学院）

专题命中其他安全：alignment(title,abstract)；分类 cs.AI、cs.LG

Comments NeurIPS 2025 camera-ready

2412.12718 2025-10-23 cs.CV cs.MM 78%

ASAP: Advancing Semantic Alignment Promotes Multi-Modal Manipulation Detecting and Grounding

Zhenxing Zhang, Yaxiong Wang, Lechao Cheng, Zhun Zhong, Dan Guo, Meng Wang

机构 * School of Computer Science and Information Engineering, Hefei University of Technology, China（计算机科学与信息工程学院，合肥工业大学，中国）； Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, China（人工智能研究所，合肥综合性国家科学中心，中国）

专题命中其他安全：alignment(title,abstract)

Comments 12 pages, 6 figures

2510.19779 2025-10-23 cs.CL cs.AI cs.LG 67%

AdaSPEC: Selective Knowledge Distillation for Efficient Speculative Decoders

Yuezhou Hu, Jiaxin Guo, Xinyu Feng, Tuo Zhao

机构 * University of California, Berkeley（加州大学伯克利分校）； Tsinghua University（清华大学）； Georgia Institute of Technology（佐治亚理工学院）

专题命中其他安全：alignment(abstract)；分类 cs.CL、cs.AI、cs.LG

2510.19546 2025-10-23 cs.CL 57%

Conditions for Catastrophic Forgetting in Multilingual Translation

Danni Liu, Jan Niehues

机构 * Karlsruhe Institute of Technology, Germany（卡尔斯鲁厄理工大学）

专题命中其他安全：alignment(abstract)；分类 cs.CL

Comments Multilingual Representation Learning (MRL) Workshop 2025

2510.19438 2025-10-23 cs.SE 50%

AutoMT: A Multi-Agent LLM Framework for Automated Metamorphic Testing of Autonomous Driving Systems

Linfeng Liang, Chenkai Tan, Yao Deng, Yingfeng Cai, T. Y Chen, Xi Zheng

专题命中其他安全：safety(abstract)

2510.19434 2025-10-23 astro-ph.HE astro-ph.IM 50%

Application and development of advanced mathematical tools for population and time series analysis in pulsar astrophysics

C. R. García

专题命中其他安全：alignment(abstract)

Comments PhD thesis defended at the Autonomous University of Barcelona (UAB) on September 4, 2025. Advisors: Diego F. Torres and Alessandro Patruno

2510.19148 2025-10-23 physics.optics 50%

Fully automatic fabrication of fibre Bragg gratings using an AI-powered femtosecond laser inscription system

Wenbo Liu, Guiyuan Cao, Zian Liu, Hongyang Chen, Hao Zhang, Renjie Li, Keng-Te Lin, Han Lin, Baohua Jia