Discussion Session #1 — Monday, 10:00am
Chair: Tracie Farrell
Shifting Power in AI Ecosystems
| 98 | The Silicon Sovereignty Paradox: Navigating Fluid State-Corporate Power Dynamics in the Age of AI | Maanya Singh; Anka Reuel |
| 438 | AI Policy for Whom? Reclaiming Governance from Capitalist Capture | Petter Ericson; Rachele Carli; Jason Tucker; Virginia Dignum |
| 611 | $100,000 or the robot gets it! Tech Workers’ Resistance Guide: Tech Worker Actions, History, Risks, Impacts, and the Case for a Radical Flank | Mohamed Abdalla |
| 126 | Algorithmic Fairness Beyond Legally Protected Groups and When Group Labels Are Unknown | Abdoul Jalil Djiberou Mahamadou, Judy Wawira Gichoya and Artem A. Trotsyuk |
Paper Session #1 — Monday, 11:45am
Chair: Nicholas Mattei
Redescribing AI
| 225 | The Stories We Govern By: AI, Risk, and the Power of Imaginaries | Ninell Oldenburg; Gleb Papyshev |
| 534 | Why (not) use AI? Analyzing People’s Reasoning and Conditions for AI Acceptability | Jimin Mun; Wei Bin Au Yeong; Wesley Hanwen Deng; Jana Schaich Borg; Maarten Sap |
| 644 | Responsible AI Practices: Histories, Definitions, Barriers and Future Directions | Lorenn P. Ruster |
| 799 | Measuring What Matters: Connecting AI Ethics Evaluations to System Attributes, Hazards, and Harms | Shalaleh Rismani; Renee Shelby; Leah Davis; Negar Rostamzadeh; AJung Moon |
Discussion Session #2 — Monday, 3:15pm
Chair: Kristel Clayville
Evaluating LLMs in the context of patient autonomy and human rights
| 70 | Privacy in Image Datasets: A Case Study on Pregnancy Ultrasounds | Rawisara Lohanimit; Yankun Wu; Amelia Katirai; Yuta Nakashima; Noa Garcia |
| 487 | Assessing Human Rights Risks in AI: A Framework for Model Evaluation | Vyoma Raman; Camille Chabot; Betsy Popken |
| 497 | Write on Paper, Wrong in Practice: Why LLMs Still Struggle with writing clinical notes | Kristina L. Kupferschmidt; Kieran O’Doherty; Joshua A. Skorburg |
| 513 | Principles and Policy Recommendations for Comprehensive Genetic Data Governance | Vivek Ramanan; Ria Vinod; Cole Williams; Sohini Ramachandran; Suresh Venkatasubramanian |
Paper Session #2 — Monday 5:00pm
Chair: Mark Riedl
Mitigating Bias
| 135 | Fairness of Automatic Speech Recognition: Looking Through a Philosophical Lens | Anna Seo Gyeong Choi; Hoon Choi |
| 306 | Biased AI Outputs Can Impact Humans’ Implicit Bias: A Case Study of the Impact of Gender-Biased Text-to-Image Generators | Mattea Sim; Natalie Grace Brigham; Tadayoshi Kohno; Tessa E. S. Charlesworth; Aylin Caliskan |
| 542 | Collective Agency in Art-making: Towards Community-centric Design of Text-to-Image (T2I) AI Tools | Abdullah Hasan Safir; Noshin Tahsin; Pratyasha Saha; Dipannita Nandi; Zulkarin Jahangir; Cecily Morrison; Syed Ishtiaque Ahmed; Nusrat Jahan Mim |
| 833 | Exposing AI Bias by Crowdsourcing: Democratizing Critique of Large Language Models | Hangzhi Guo; Pranav Narayanan Venkit; Eunchae Jang; Mukund Srinath; Wenbo Zhang; Bonam Mingole; Vipul Gupta; Kush R. Varshney; S. Shyam Sundar; Amulya Yadav |
Paper Session #3 — Tuesday, 10:00am
Chair: Carlos Castillo
Navigating differences and vulnerability
| 159 | Toward A Taxonomy of Algorithmic Harms for Disability: A Systematic Review | Lining Wang; Vaishnav Kameswaran; Hernisa Kacorri |
| 347 | Documenting Patterns of Exoticism of Marginalized Populations within Text-to-Image Generators | Sourojit Ghosh; Sanjana Gautam; Pranav Narayanan Venkit; Avijit Ghosh |
| 721 | Disability Across Cultures: A Human-Centered Audit of Ableism in Western and Indic LLMs | Mahika Phutane; Aditya Vashistha |
| 845 | Govern With, Not For: Understanding the Stuttering Community’s Preferences and Goals for Speech AI Data Governance in the US and China | Jingjin Li; Peiyao Liu; Rebecca Lietz; Ningjing Tang; Norman Makoto Su; Shaomei Wu |
Paper Session #4 — Tuesday, 12:45pm
Chair: Umang Bhatt
Dataset Creation and Knowledge Production
| 168 | From Sandbox to Laboratory: Refractive and Ethical Human / AI Knowledge Co-Production Through Game-ful Research Practices | Lea Stöter |
| 261 | Disciplinary Practices in the Generation of Text Synthetic Data: A Critical Discourse Analysis | Adriana Alvarado Garcia; Nishanshi Atulkumar Shukla; Muneeza Azmat; Marisol Wong-Villacres |
| 576 | From Big Data to Valued Data: A Dataset Value Taxonomy for AI-Native Empirical Research | Scott Seidenberger; Anindya Maiti |
| 739 | Methodological Considerations for Centering Data Workers’ Epistemic Authority | Milagros Miceli; Adio-Adet Dinika; Krystal Kauffman; Camilla Salim Wagner; Laurenz Sachenbacher; Alex Hanna; Timnit Gebru |
Discussion Session #3 — Tuesday, 3:15pm
Chair: Sanmay Das
Alignment with Whom? AI, Lay Judgment, and Expertise
| 11 | Diverse Human Value Alignment for Large Language Models via Ethical Reasoning | Jiahao Wang; Songkai Xue; Jinghui Li; Xiaozhen Wang |
| 451 | Aggregation Problems in Machine Ethics and AI Alignment | Kevin Baum; Marija Slavkovik |
| 564 | Against AI Jurisprudence: Large Language Models and the False Promises of Empirical Judging | Dasha Pruss; Jessie Allen |
| 661 | Do Your Guardrails Even Guard? Method for Evaluating Effectiveness of Guardrails in Aligning LLM Outputs with Expert User Expectations | Anindya Das Antar; Xun Huan; Nikola Banovic |
Paper Session #5 — Tuesday, 5pm
Chair: Shannon Vallor
AI and the Relational Self
| 57 | Toward an Ethic of Synthetic Relationality: Identity, Intimacy, and Risk in AI-Mediated Roleplay Environments | Maalvika Bhat |
| 422 | Anthropomorphism as Social Affordance: Charting the Co-Animation of Chatbots into Social “Agents” | Takuya Maeda; Luke Stark |
| 801 | The Intercepted Self: How Generative AI Challenges the Dynamics of the Relational Self | Sandrine R. Schiller; Camilo Miguel Signorelli; Filippos Stamatiou |
| 826 | The Heterogeneous Effects of AI Companionship: An Empirical Model of Chatbot Usage and Loneliness and a Typology of User Archetypes | Auren R. Liu; Pat Pataranutaporn; Pattie Maes |
Discussion Session #4 — Wednesday, 9:00am
Chair: Andrés Páez
Stereotypes, fairness, and oppression in LLM-based social interactions
| 101 | AI, Normality, and Oppressive Things | Ting-an Lin; Linus Ta-Lun Huang |
| 175 | Interactional Fairness in Large Language Model Multi-Agent Systems: An Evaluation Framework | Ruta Binkyte |
| 195 | Social Misattributions in Conversations with Large Language Models | Andrea Ferrario; Alberto Termine; Alessandro Facchini |
| 213 | SESGO: Spanish Evaluation of Stereotypical Generative Outputs | Melissa Robles; Catalina Bernal; Denniss Raigoso; Mateo Dulce Rubio |
Paper Session #6 — Wednesday, 11:45am
Chair: Rachel Ostrand
Integrating AI into the Workplace
| 164 | AI Self-preferencing in Algorithmic Hiring: Empirical Evidence and Insights | Jiannan Xu; Gujie Li; Jane Yi Jiang |
| 296 | No Thoughts Just AI: Biased Hiring Recommendations Alter Human Decision Making and Limit Human Autonomy | Kyra Wilson; Mattea Sim; Anna-Maria Gueorguieva; Aylin Caliskan |
| 355 | How LLM Counselors Violate Ethical Standards in Mental Health Practice: A Practitioner-Informed Framework | Zainab Iftikhar; Amy Xiao; Sean Ransom; Jeff Huang; Harini Suresh |
| 787 | The ‘Wild West’ of Medicine: Exploring the emergence of ‘grassroots’ AI governance in radiology | Bhargavi Ganesh; Daniel S. Schiff; Stuart Anderson |
Paper Session #7 — Wednesday, 4:45pm
Chair: Aylin Caliskan
Risk Management
| 71 | Bubble, Bubble, AI’s Rumble: Why Global Financial Regulatory Incident Re-porting is Our Shield Against Systemic Stumbles | Anchal Gupta; Gleb Papyshev; James T. Kwok |
| 183 | A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents | Megan Li; Wendy Bickersteth; Ningjing Tang; Lorrie Cranor; Jason Hong; Hong Shen; Hoda Heidari |
| 314 | The Model Hears You: Audio Language Model Deployments Should Consider the Principle of Least Privilege | Luxi He; Xiangyu Qi; Michel Liao; Inyoung Cheong; Prateek Mittal; Danqi Chen; Peter Henderson |
| 641 | When in Doubt, Cascade: Towards Building Efficient and Capable Guardrails | Manish Nagireddy; Inkit Padhi; Soumya Ghosh; Prasanna Sattigeri |