Sociotechnical Harms of Algorithmic Systems: Scoping a Taxonomy for Harm Reduction

11 October 2022

Papers citing "Sociotechnical Harms of Algorithmic Systems: Scoping a Taxonomy for Harm Reduction"

50 / 88 papers shown

Title
Crowding Out The Noise: Algorithmic Collective Action Under Differential Privacy Rushabh Solanki Meghana Bhange Ulrich Aïvodji Elliot Creager 14 0 0 09 May 2025
Opening the Scope of Openness in AI Tamara Paris AJung Moon Jin Guo 24 0 0 09 May 2025
What Is AI Safety? What Do We Want It to Be? Jacqueline Harding Cameron Domenico Kirk-Giannini 53 0 0 05 May 2025
MetaHarm: Harmful YouTube Video Dataset Annotated by Domain Experts, GPT-4-Turbo, and Crowdworkers Wonjeong Jo Magdalena Wojcieszak 19 0 0 22 Apr 2025
Taxonomizing Representational Harms using Speech Act Theory Emily Corvi Hannah Washington Stefanie Reed Chad Atalla Alexandra Chouldechova ... Nicholas Pangakis Emily Sheng Dan Vann Matthew Vogel Hanna M. Wallach 37 0 0 01 Apr 2025
The Backfiring Effect of Weak AI Safety Regulation Benjamin Laufer Jon Kleinberg Hoda Heidari 41 0 0 26 Mar 2025
The Case for "Thick Evaluations" of Cultural Representation in AI Rida Qadri Mark Díaz Ding Wang Michael Madaio 39 2 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 40 0 0 21 Mar 2025
A Survey on Personalized Alignment -- The Missing Piece for Large Language Models in Real-World Applications Jian-Yu Guan J. Wu J. Li Chuanqi Cheng Wei Yu Wu LM&MA 69 0 0 21 Mar 2025
More of the Same: Persistent Representational Harms Under Increased Representation Jennifer Mickel Maria De-Arteaga Leqi Liu Kevin Tian 34 0 0 01 Mar 2025
AI Mismatches: Identifying Potential Algorithmic Harms Before AI Development Devansh Saxena Ji-Youn Jung J. Forlizzi Kenneth Holstein J. Zimmerman 55 0 0 25 Feb 2025
Addressing the regulatory gap: moving towards an EU AI audit ecosystem beyond the AI Act by including civil society David Hartmann José Renato Laranjeira de Pereira Chiara Streitbörger Bettina Berendt 86 6 0 20 Feb 2025
Why human-AI relationships need socioaffective alignment Hannah Rose Kirk Iason Gabriel Chris Summerfield Bertie Vidgen Scott A. Hale 35 6 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 37 4 0 13 Jan 2025
Mitigating Trauma in Qualitative Research Infrastructure: Roles for Machine Assistance and Trauma-Informed Design Emily Tseng Thomas Ristenpart Nicola Dell 62 1 0 22 Dec 2024
Beyond the Safety Bundle: Auditing the Helpful and Harmless Dataset Khaoula Chehbouni Jonathan Colaço-Carr Yash More Jackie CK Cheung G. Farnadi 71 0 0 12 Nov 2024
Harmful YouTube Video Detection: A Taxonomy of Online Harm and MLLMs as Alternative Annotators Claire Wonjeong Jo Miki Wesołowska Magdalena Wojcieszak 18 4 0 06 Nov 2024
"It's a conversation, not a quiz": A Risk Taxonomy and Reflection Tool for LLM Adoption in Public Health Jiawei Zhou Amy Z. Chen Darshi Shah Laura Schwab Reese Munmun De Choudhury 20 2 0 04 Nov 2024
Towards Leveraging News Media to Support Impact Assessment of AI Technologies Mowafak Allaham Kimon Kieslich Nicholas Diakopoulos 27 0 0 04 Nov 2024
Troubling Taxonomies in GenAI Evaluation Glen Berman Ned Cooper Wesley Hanwen Deng Ben Hutchinson 36 0 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 48 558 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 31 1 0 17 Oct 2024
Building Solidarity Amid Hostility: Experiences of Fat People in Online Communities Blakeley H. Payne Jordan Taylor Katta Spiel Casey Fiesler 13 0 0 06 Oct 2024
Generative AI and Perceptual Harms: Who's Suspected of using LLMs? Kowe Kadoma D. Metaxa Mor Naaman 32 3 0 01 Oct 2024
'Simulacrum of Stories': Examining Large Language Models as Qualitative Research Participants Shivani Kapania William Agnew Motahhare Eslami Hoda Heidari Sarah E Fox 34 4 0 28 Sep 2024
Lessons for Editors of AI Incidents from the AI Incident Database Kevin Paeth Daniel Atherton Nikiforos Pittaras Heather Frase Sean McGregor 13 1 0 24 Sep 2024
AI Suggestions Homogenize Writing Toward Western Styles and Diminish Cultural Nuances Dhruv Agarwal Mor Naaman Aditya Vashistha 29 13 0 17 Sep 2024
Acceptable Use Policies for Foundation Models Kevin Klyman 26 14 0 29 Aug 2024
Bridging Research and Practice Through Conversation: Reflecting on Our Experience Mayra Russo Mackenzie Jorgensen Kristen M. Scott Wendy Xu Di H. Nguyen Jessie Finocchiaro Matthew Olckers 17 1 0 25 Aug 2024
Misfitting With AI: How Blind People Verify and Contest AI Errors Rahaf Alharbi P. Lor Jaylin Herskovitz S. Schoenebeck Robin Brewer 29 10 0 13 Aug 2024
Supporting Industry Computing Researchers in Assessing, Articulating, and Addressing the Potential Negative Societal Impact of Their Work Wesley Hanwen Deng Solon Barocas Jennifer Wortman Vaughan 23 2 0 02 Aug 2024
Co-designing an AI Impact Assessment Report Template with AI Practitioners and AI Compliance Experts Edyta Bogucka Marios Constantinides S. Šćepanović Daniele Quercia 16 4 0 24 Jul 2024
AI Safety in Generative AI Large Language Models: A Survey Jaymari Chua Yun Yvonna Li Shiyi Yang Chen Wang Lina Yao LM&MA 34 12 0 06 Jul 2024
Exploring LGBTQ+ Bias in Generative AI Answers across Different Country and Religious Contexts L. Vicsek Anna Vancsó Mike Zajko Judit Takacs 14 0 0 03 Jul 2024
A Collaborative, Human-Centred Taxonomy of AI, Algorithmic, and Automation Harms Gavin Abercrombie Djalel Benbouzid Paolo Giudici Delaram Golpayegani Julio Hernandez ... Ushnish Sengupta Arthit Suriyawongful Ruby Thelot Sofia Vei Laura Waltersdorfer 24 5 0 01 Jul 2024
Leveraging Ontologies to Document Bias in Data Mayra Russo Maria-Esther Vidal 28 1 0 29 Jun 2024
AI Alignment through Reinforcement Learning from Human Feedback? Contradictions and Limitations Adam Dahlgren Lindstrom Leila Methnani Lea Krause Petter Ericson Ínigo Martínez de Rituerto de Troya Dimitri Coelho Mollo Roel Dobbe ALM 23 2 0 26 Jun 2024
Data-Centric AI in the Age of Large Language Models Xinyi Xu Zhaoxuan Wu Rui Qiao Arun Verma Yao Shu ... Xiaoqiang Lin Wenyang Hu Zhongxiang Dai Pang Wei Koh Bryan Kian Hsiang Low ALM 40 2 0 20 Jun 2024
GPT is Not an Annotator: The Necessity of Human Annotation in Fairness Benchmark Construction Virginia K. Felkner Jennifer A. Thompson Jonathan May 19 9 0 24 May 2024
Push and Pull: A Framework for Measuring Attentional Agency on Digital Platforms Zachary Wojtowicz Shrey Jain Nicholas Vincent 17 0 0 23 May 2024
Simulating Policy Impacts: Developing a Generative Scenario Writing Method to Evaluate the Perceived Effects of Regulation Julia Barnett Kimon Kieslich Nicholas Diakopoulos 24 3 0 15 May 2024
Who's in and who's out? A case study of multimodal CLIP-filtering in DataComp Rachel Hong William Agnew Tadayoshi Kohno Jamie Morgenstern 27 9 0 13 May 2024
The Psychosocial Impacts of Generative AI Harms Faye-Marie Vassel Evan Shieh Cassidy R. Sugimoto T. Monroe-White 34 1 0 02 May 2024
"I'm Not Sure, But...": Examining the Impact of Large Language Models' Uncertainty Expression on User Reliance and Trust Sunnie S. Y. Kim Q. V. Liao Mihaela Vorvoreanu Steph Ballard Jennifer Wortman Vaughan 32 49 0 01 May 2024
Near to Mid-term Risks and Opportunities of Open-Source Generative AI Francisco Eiras Aleksandar Petrov Bertie Vidgen Christian Schroeder de Witt Fabio Pizzati ... Paul Röttger Philip H. S. Torr Trevor Darrell Y. Lee Jakob N. Foerster 33 5 0 25 Apr 2024
Holistic Safety and Responsibility Evaluations of Advanced AI Models Laura Weidinger Joslyn Barnhart Jenny Brennan Christina Butterfield Susie Young ... Sebastian Farquhar Lewis Ho Iason Gabriel Allan Dafoe William S. Isaac ELM 19 8 0 22 Apr 2024
The Fall of an Algorithm: Characterizing the Dynamics Toward Abandonment Nari Johnson Sanika Moharana Christina Harrington Nazanin Andalibi Hoda Heidari Motahhare Eslami 19 6 0 21 Apr 2024
Laissez-Faire Harms: Algorithmic Biases in Generative Language Models Evan Shieh Faye-Marie Vassel Cassidy R. Sugimoto T. Monroe-White 30 3 0 11 Apr 2024
GUARD-D-LLM: An LLM-Based Risk Assessment Engine for the Downstream uses of LLMs Sundaraparipurnan Narayanan Sandeep Vishwakarma 26 3 0 02 Apr 2024
From Representational Harms to Quality-of-Service Harms: A Case Study on Llama 2 Safety Safeguards Khaoula Chehbouni Megha Roshan Emmanuel Ma Futian Andrew Wei Afaf Taik Jackie CK Cheung G. Farnadi 27 7 0 20 Mar 2024