大模型对齐与安全

ARCHED: A Human-Centered Framework for Transparent, Responsible, and Collaborative AI-Assisted Instructional Design

Hongming Li, Yizirui Fang, Shan Zhang, Seiyon M. Lee, Yiming Wang, Mark Trexler, Anthony F. Botelho

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

Comments Accepted to the iRAISE Workshop at AAAI 2025. To be published in PMLR Volume 273

Path To Gain Functional Transparency In Artificial Intelligence With Meaningful Explainability

Md. Tanzib Hosain, Mehedi Hasan Anik, Sadman Rafi, Rana Tabassum, Khaleque Insia, Md. Mehrab Siddiky

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

Comments Hosain, M. T., Anik, M. H., Rafi, S., Tabassum, R., Insia, K., & Sıddıky, M. M. (2023). Path to gain functional transparency in artificial intelligence with meaningful explainability. Journal of Metaverse, 3(2), 166-180

Journal ref Journal of Metaverse, 3(2), 166-180 (2023)

FairSense-AI: Responsible AI Meets Sustainability

Shaina Raza, Mukund Sayeeganesh Chettiar, Matin Yousefabadi, Tahniat Khan, Marcelo Lotif

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

Is On-Device AI Broken and Exploitable? Assessing the Trust and Ethics in Small Language Models

Kalyan Nakka, Jimmy Dani, Nitesh Saxena

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

Comments 26 pages, 31 figures and 5 tables

Towards Developing Ethical Reasoners: Integrating Probabilistic Reasoning and Decision-Making for Complex AI Systems

Nijesh Upreti, Jessica Ciupa, Vaishak Belle

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

Responsible AI Agents

Deven R. Desai, Mark O. Riedl

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

A Critical Review of Predominant Bias in Neural Networks

Jiazhi Li, Mahyar Khayatkhoei, Jiageng Zhu, Hanchen Xie, Mohamed E. Hussein, Wael AbdAlmageed

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

Comments 31 pages, 8 figures, 13 tables

Artificial Intelligence-Driven Clinical Decision Support Systems

Muhammet Alkan, Idris Zakariyya, Samuel Leighton, Kaushik Bhargav Sivangi, Christos Anagnostopoulos, Fani Deligianni

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

Comments Added acknowledgements for the corresponding author, updated Figure 4, 5 & 6

Self-Reflection Makes Large Language Models Safer, Less Biased, and Ideologically Neutral

Fengyuan Liu, Nouar AlDahoul, Gregory Eady, Yasir Zaki, Talal Rahwan

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

Enabling Novel Mission Operations and Interactions with ROSA: The Robot Operating System Agent

Rob Royce, Marcel Kaufmann, Jonathan Becktor, Sangwoo Moon, Kalind Carpenter, Kai Pak, Amanda Towler, Rohan Thakker, Shehryar Khattak

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

Comments Preprint. Accepted at IEEE Aerospace Conference 2025, 16 pages, 12 figures

Global Perspectives of AI Risks and Harms: Analyzing the Negative Impacts of AI Technologies as Prioritized by News Media

Mowafak Allaham, Kimon Kieslich, Nicholas Diakopoulos

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

Comments Under review

Powering LLM Regulation through Data: Bridging the Gap from Compute Thresholds to Customer Experiences

Wesley Pasfield

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

Comments Presented at the 2nd Workshop on Regulatable ML at NeurIPS 2024

From Principles to Practice: A Deep Dive into AI Ethics and Regulations

Nan Sun, Yuantian Miao, Hao Jiang, Ming Ding, Jun Zhang

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

Comments Submitted to JAIR

Demographic Benchmarking: Bridging Socio-Technical Gaps in Bias Detection

Gemma Galdon Clavell, Rubén González-Sendino, Paola Vazquez

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

Cross-Cultural Fashion Design via Interactive Large Language Models and Diffusion Models

Spencer Ramsey, Amina Grant, Jeffrey Lee

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

The Dark Side of AI Companionship: A Taxonomy of Harmful Algorithmic Behaviors in Human-AI Relationships

Renwen Zhang, Han Li, Han Meng, Jinyuan Zhan, Hongyuan Gan, Yi-Chieh Lee

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

Usage Governance Advisor: From Intent to AI Governance

Elizabeth M. Daly, Sean Rooney, Seshu Tirupathi, Luis Garces-Erice, Inge Vejsbjerg, Frank Bagehorn, Dhaval Salwala, Christopher Giblin, Mira L. Wolf-Bauwens, Ioana Giurgiu, Michael Hind, Peter Urbanetz

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

Comments 9 pages, 8 figures, AAAI workshop submission

An Empirically-grounded tool for Automatic Prompt Linting and Repair: A Case Study on Bias, Vulnerability, and Optimization in Developer Prompts

Dhia Elhaq Rzig, Dhruba Jyoti Paul, Kaiser Pister, Jordan Henkel, Foyzul Hassan

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

Hire Me or Not? Examining Language Model's Behavior with Occupation Attributes

Damin Zhang, Yi Zhang, Geetanjali Bihani, Julia Rayz

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

Comments COLING 2025

Journal ref Proceedings of the 31st International Conference on Computational Linguistics (2025)

Understanding and Evaluating Trust in Generative AI and Large Language Models for Spreadsheets

Simon Thorne

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

Journal ref Proceedings of the EuSpRIG 2024 Conference "Spreadsheet Productivity & Risks" ISBN : 978-1-905404-59-9

DVM: Towards Controllable LLM Agents in Social Deduction Games

Zheng Zhang, Yihuai Lan, Yangsen Chen, Lei Wang, Xiang Wang, Hao Wang

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

Comments Accepted by ICASSP 2025

Decentralized Governance of Autonomous AI Agents

Tomer Jordi Chaffer, Charles von Goins, Bayo Okusanya, Dontrail Cotlage, Justin Goldston

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

Datasheets for Healthcare AI: A Framework for Transparency and Bias Mitigation

Marjia Siddik, Harshvardhan J. Pandit

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

Comments Irish Conference on Artificial Intelligence and Cognitive Science (AICS), December 2024, Ireland

Integrating LLMs with ITS: Recent Advances, Potentials, Challenges, and Future Directions

Doaa Mahmud, Hadeel Hajmohamed, Shamma Almentheri, Shamma Alqaydi, Lameya Aldhaheri, Ruhul Amin Khalil, Nasir Saeed

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

Comments Accepted for publication in IEEE Transactions on Intelligent Transportation Systems

AI-Driven Scenarios for Urban Mobility: Quantifying the Role of ODE Models and Scenario Planning in Reducing Traffic Congestion

Katsiaryna Bahamazava

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

Enhancing Workplace Productivity and Well-being Using AI Agent

Ravirajan K, Arvind Sundarajan

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

A Paragraph is All It Takes: Rich Robot Behaviors from Interacting, Trusted LLMs

OpenMind, Shaohong Zhong, Adam Zhou, Boyuan Chen, Homin Luo, Jan Liphardt

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

Comments 10 pages, 1 figure

More is Less? A Simulation-Based Approach to Dynamic Interactions between Biases in Multimodal Models

Mounia Drissi

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

Comments 9 pages, 3 figures

Beyond Incompatibility: Trade-offs between Mutually Exclusive Fairness Criteria in Machine Learning and Law

Meike Zehlike, Alex Loosley, Håkan Jonsson, Emil Wiedemann, Philipp Hacker

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

Montague semantics and modifier consistency measurement in neural language models

Danilo S. Carvalho, Edoardo Manino, Julia Rozanova, Lucas Cordeiro, André Freitas

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