Title
Understanding AI Trustworthiness: A Scoping Review of AIES & FAccT Articles Siddharth Mehrotra Jin Huang Xuelong Fu Roel Dobbe Clara I. Sánchez Maarten de Rijke 196 0 0 24 Oct 2025
Speculative Model Risk in Healthcare AI: Using Storytelling to Surface Unintended Harms Xingmeng Zhao Dan Schumacher Veronica Rammouz Anthony Rios 116 0 0 16 Oct 2025
Measuring What Matters: Connecting AI Ethics Evaluations to System Attributes, Hazards, and Harms Shalaleh Rismani Renee Shelby Leah Davis Negar Rostamzadeh AJung Moon 84 1 0 11 Oct 2025
Taxonomy of User Needs and Actions Renee Shelby Fernando Diaz Vinodkumar Prabhakaran 153 1 0 07 Oct 2025
Datasets for Navigating Sensitive Topics in Recommendation SystemsThe Web Conference (WWW), 2025 Amelia Kovacs Jerry Chee Kimia Kazemian Sarah Dean 52 0 0 08 Sep 2025
Who Owns The Robot?: Four Ethical and Socio-technical Questions about Wellbeing Robots in the Real World through Community Engagement Minja Axelsson Jiaee Cheong Rune Nyrup Hatice Gunes 138 2 0 01 Sep 2025
The AI Model Risk Catalog: What Developers and Researchers Miss About Real-World AI Harms Pooja S. B. Rao S. Šćepanović Dinesh Babu Jayagopi Mauro Cherubini Daniele Quercia 101 1 0 21 Aug 2025
"Accessibility people, you go work on that thing of yours over there": Addressing Disability Inclusion in AI Product Organizations Sanika Moharana Cynthia L. Bennett Erin Buehler Michael Madaio Vinita Tibdewal Shaun K. Kane 84 1 0 12 Aug 2025
Towards Experience-Centered AI: A Framework for Integrating Lived Experience in Design and Development Sanjana Gautam Mohit Chandra Ankolika De Tatiana Chakravorti Girik Malik M. D. Choudhury 74 0 0 09 Aug 2025
OneShield -- the Next Generation of LLM Guardrails Chad DeLuca Anna Lisa Gentile Shubhi Asthana Bing Zhang Pawan Chowdhary Kellen Cheng Basel Shbita Pengyuan Li Guang-Jie Ren Sandeep Gopisetty 206 2 0 25 Jul 2025
How Deep Is Representational Bias in LLMs? The Cases of Caste and Religion Agrima Seth Monojit Choudhary Sunayana Sitaram Kentaro Toyama Aditya Vashistha Kalika Bali 76 2 0 22 Jul 2025
"Just a strange pic": Evaluating 'safety' in GenAI Image safety annotation tasks from diverse annotators' perspectives Ding Wang Mark Díaz Charvi Rastogi Aida Mostafazadeh Davani Vinodkumar Prabhakaran ... Zoe C. Ashwood M. Paganini Tian Huey Teh Verena Rieser Lora Aroyo 77 0 0 21 Jul 2025
What Is the Point of Equality in Machine Learning Fairness? Beyond Equality of OpportunityACM Journal on Responsible Computing (JRC), 2025 Youjin Kong FaML 185 0 0 20 Jun 2025
Ming-Omni: A Unified Multimodal Model for Perception and Generation Inclusion AI Biao Gong Cheng Zou C. Zheng Chunluan Zhou ... Zipeng Feng Zhijiang Fang Zhihao Qiu Ziyuan Huang Z. He MLLM AuLLM 190 20 0 11 Jun 2025
Position is Power: System Prompts as a Mechanism of Bias in Large Language Models (LLMs)Conference on Fairness, Accountability and Transparency (FAccT), 2025 Anna Neumann Elisabeth Kirsten Muhammad Bilal Zafar Jatinder Singh 280 8 0 27 May 2025
Fairness in Federated Learning: Fairness for Whom? Afaf Taik Khaoula Chehbouni G. Farnadi FedML 169 1 0 27 May 2025
Reality Check: A New Evaluation Ecosystem Is Necessary to Understand AI's Real World Effects Reva Schwartz Rumman Chowdhury Akash Kundu Heather Frase Marzieh Fadaee ... Andrew Thompson Maya Carlyle Qinghua Lu Matthew Holmes Theodora Skeadas 274 7 0 24 May 2025
AI LEGO: Scaffolding Cross-Functional Collaboration in Industrial Responsible AI Practices during Early Design Stages Muzhe Wu Yanzhi Zhao Shuyi Han Michael Xieyang Liu Hong Shen 328 1 0 15 May 2025
Formalising Human-in-the-Loop: Computational Reductions, Failure Modes, and Legal-Moral Responsibility Maurice Chiodo Dennis Müller Paul Siewert Jean-Luc Wetherall Zoya Yasmine John Burden 182 7 0 15 May 2025
Crowding Out The Noise: Algorithmic Collective Action Under Differential Privacy Rushabh Solanki Meghana Bhange Ulrich Aïvodji Elliot Creager 159 3 0 09 May 2025
Opening the Scope of Openness in AIConference on Fairness, Accountability and Transparency (FAccT), 2025 Tamara Paris AJung Moon Jin Guo 185 3 0 09 May 2025
What Is AI Safety? What Do We Want It to Be?Philosophical Studies (Philos. Stud.), 2025 Jacqueline Harding Cameron Domenico Kirk-Giannini 273 0 0 05 May 2025
Understanding and Mitigating Risks of Generative AI in Financial ServicesConference on Fairness, Accountability and Transparency (FAccT), 2025 Sebastian Gehrmann Claire Huang Xian Teng Sergei Yurovski Iyanuoluwa Shode ... Naveen Thomas John Doucette David S. Rosenberg Mark Dredze David Rabinowitz SILM 122 3 0 25 Apr 2025
MetaHarm: Harmful YouTube Video Dataset Annotated by Domain Experts, GPT-4-Turbo, and CrowdworkersInternational Conference on Web and Social Media (ICWSM), 2025 Wonjeong Jo Magdalena Wojcieszak 115 1 0 22 Apr 2025
Taxonomizing Representational Harms using Speech Act TheoryAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Emily Corvi Hannah Washington Stefanie Reed Chad Atalla Alexandra Chouldechova ... Nicholas Pangakis Emily Sheng Dan Vann Matthew Vogel Hanna M. Wallach 223 3 0 01 Apr 2025
The Backfiring Effect of Weak AI Safety Regulation Benjamin Laufer Jon Kleinberg Hoda Heidari 422 3 0 26 Mar 2025
The Case for "Thick Evaluations" of Cultural Representation in AI Rida Qadri Mark Díaz Ding Wang Michael Madaio 224 13 0 24 Mar 2025
In-House Evaluation Is Not Enough: Towards Robust Third-Party Flaw Disclosure for General-Purpose AI Shayne Longpre Kevin Klyman Ruth E. Appel Sayash Kapoor Rishi Bommasani ... Victoria Westerhoff Yacine Jernite Rumman Chowdhury Percy Liang Arvind Narayanan ELM 349 7 0 21 Mar 2025
A Survey on Personalized Alignment -- The Missing Piece for Large Language Models in Real-World ApplicationsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Jian Guan Jian Wu Jia-Nan Li Chuanqi Cheng Wei Wu LM&MA 587 11 0 21 Mar 2025
More of the Same: Persistent Representational Harms Under Increased Representation Jennifer Mickel Maria De-Arteaga Leqi Liu Kevin Tian 283 3 0 01 Mar 2025
Detecting Linguistic Indicators for Stereotype Assessment with Large Language ModelsConference on Fairness, Accountability and Transparency (FAccT), 2025 Rebekka Görge Michael Mock Héctor Allende-Cid 225 2 0 26 Feb 2025
AI Mismatches: Identifying Potential Algorithmic Harms Before AI DevelopmentInternational Conference on Human Factors in Computing Systems (CHI), 2025 Devansh Saxena Ji-Youn Jung Jodi Forlizzi Kenneth Holstein John Zimmerman 280 8 0 25 Feb 2025
Addressing the regulatory gap: moving towards an EU AI audit ecosystem beyond the AI Act by including civil societyAI and Ethics (AI & Ethics), 2024 David Hartmann José Renato Laranjeira de Pereira Chiara Streitbörger Bettina Berendt 309 15 0 20 Feb 2025
Why human-AI relationships need socioaffective alignmentHumanities and Social Sciences Communications (HSSC), 2025 Hannah Rose Kirk Iason Gabriel Chris Summerfield Bertie Vidgen Scott A. Hale 200 45 0 04 Feb 2025
Lessons From Red Teaming 100 Generative AI Products Blake Bullwinkel Amanda Minnich Shiven Chawla Gary Lopez Martin Pouliot ... Pete Bryan Ram Shankar Siva Kumar Yonatan Zunger Chang Kawaguchi Mark Russinovich AAML VLM 235 17 0 13 Jan 2025
Mitigating Trauma in Qualitative Research Infrastructure: Roles for Machine Assistance and Trauma-Informed Design Emily Tseng Thomas Ristenpart Nicola Dell 251 1 0 22 Dec 2024
Beyond the Safety Bundle: Auditing the Helpful and Harmless DatasetNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Khaoula Chehbouni Jonathan Colaço-Carr Yash More Jackie CK Cheung G. Farnadi 500 7 0 12 Nov 2024
Harmful YouTube Video Detection: A Taxonomy of Online Harm and MLLMs as Alternative Annotators Claire Jo Miki Wesołowska Magdalena Wojcieszak 212 7 0 06 Nov 2024
Towards Leveraging News Media to Support Impact Assessment of AI Technologies Mowafak Allaham Kimon Kieslich Nicholas Diakopoulos 142 0 0 04 Nov 2024
A Risk Taxonomy and Reflection Tool for Large Language Model Adoption in Public HealthProceedings of the ACM on Human-Computer Interaction (PACMHCI), 2024 Jiawei Zhou Amy Z. Chen Darshi Shah Laura Schwab Reese Munmun De Choudhury 314 2 0 04 Nov 2024
Troubling Taxonomies in GenAI Evaluation Glen Berman Ned Cooper Wesley Hanwen Deng Ben Hutchinson 149 1 0 30 Oct 2024
GPT-4o System Card OpenAI OpenAI : Aaron Hurst Adam Lerer Adam P. Goucher ... Yuchen He Yuchen Zhang Yujia Jin Yunxing Dai Yury Malkov MLLM 538 2,570 0 25 Oct 2024
Sound Check: Auditing Audio Datasets William Agnew Julia Barnett Annie Chu Rachel Hong Michael Feffer Robin Netzorg Harry H. Jiang Ezra Awumey Sauvik Das 326 2 0 17 Oct 2024
Building Solidarity Amid Hostility: Experiences of Fat People in Online Communities Blakeley H. Payne Jordan Taylor Katta Spiel Casey Fiesler 107 5 0 06 Oct 2024
Generative AI and Perceptual Harms: Who's Suspected of using LLMs?International Conference on Human Factors in Computing Systems (CHI), 2024 Kowe Kadoma D. Metaxa Mor Naaman 203 9 0 01 Oct 2024
'Simulacrum of Stories': Examining Large Language Models as Qualitative Research ParticipantsInternational Conference on Human Factors in Computing Systems (CHI), 2024 Shivani Kapania William Agnew Motahhare Eslami Hoda Heidari Sarah E Fox 167 18 0 28 Sep 2024
Lessons for Editors of AI Incidents from the AI Incident DatabaseAAAI Conference on Artificial Intelligence (AAAI), 2024 Kevin Paeth Daniel Atherton Nikiforos Pittaras Heather Frase Sean McGregor 138 3 0 24 Sep 2024
AI Suggestions Homogenize Writing Toward Western Styles and Diminish Cultural NuancesInternational Conference on Human Factors in Computing Systems (CHI), 2024 Dhruv Agarwal Mor Naaman Aditya Vashistha 360 49 0 17 Sep 2024
Acceptable Use Policies for Foundation ModelsAAAI/ACM Conference on AI, Ethics, and Society (AIES), 2024 Kevin Klyman 223 22 0 29 Aug 2024
Bridging Research and Practice Through Conversation: Reflecting on Our ExperienceConference on Equity and Access in Algorithms, Mechanisms, and Optimization (EAAMO), 2024 Mayra Russo Mackenzie Jorgensen Kristen M. Scott Wendy Xu Di H. Nguyen Jessie Finocchiaro Matthew Olckers 227 5 0 25 Aug 2024