Proceedings of the AAAI/ACM Conference on AI Ethics and Society 2026: all accepted papers
- FedFAn: Federated Learning for Facial Animation ↗Jack Parry, Vinay Namboodiri
- Five Obstacles to AI Trustworthiness Alignment and How to Deal with Them: Introducing the DELIB-TRUST Framework ↗Pascal Koenig, Siddharth Mehrotra
- Follow the Norm: Accounting for Fine-Tuning and Prompt Effects on Model Rationales ↗Long Hoang Nguyen, Brice Valentin Kok-Shun, Guangyu Du et al.
- Frictionless Validation: Exploring AI Sycophancy and Developmental Risks ↗Junfeng Jiao, Abhejay Murali, Saleh Afroogh
- From Compliance to Contextual Legitimacy: A Sociotechnical Framework for Evaluating AI Systems ↗Giuditta Bellosi, Roberta Calegari
- From Fair Representation to Just Recognition in Generative AI ↗Severin Engelmann, Daniel Susser
- From Forensics to Ecosystems: Rethinking Watermarks for Generative AI Oversight ↗Daniel Susser, John Thickstun, Gili Vidan
- From Oracles to Productive Friction: Designing for Meaningful Human Oversight in Clinical AI ↗Elisa Rubegni, Chiara Natali, Clara Valsecchi et al.
- From Prediction Markets To Capability Markets: Epistemic Extractivism In Generative AI ↗Glen Berman, James Smithies
- From Values to Benchmarks: Evaluating Large Language Models for Governmental Use in Dutch ↗Laurens Samson, Iva Gornishka, Gossa Lô et al.
- From a River in Gilead to the Inference Distributions of Large Language Models: Covert Dialect Bias and Linguistic Profiling at ScaleChowdhury Mohammad Abdullah, Rita Orjiour summary
- Fundamentally Unfair: Analysis of Gendered Discourse in U.S. Capital Trials ↗Camille Harris, Emma Harvey, Andrea W Wen-Yi et al.
- Gender Bias and Sonic Gender Performance in AI-Generated Music: Representation, Expression, and Perception ↗Minyeong Bae, Hyunjae Kim, Kyung Myun Lee
- Govern, Map, Measure, Absorb: The Legibility Trap in Public Sector Participatory AI Governance ↗Srijan Pandey, Devansh Saxena
- Governing AI by Standards: Mapping AI Governance Themes in ISO/IEC and National AI Standards ↗Marta Lasek-Markey, Delaram Golpayegani, Aphra Kerr et al.
- Governing by Proxy: How Regulatory Intermediaries Shape EU AI Act Compliance in Practice ↗Simon Jarvers, Orestis Papakyriakopoulos
- Grounded but Misleading: Evaluating Semantic Alignment in AI-Generated Security Explanations ↗Heajun An, Connor Ng, Sandesh Sharma Dulal et al.
- Hands-Off or Hands-On? Variation in Area Chair Practices and Implications for AI Support ↗Inès Arous, Neha Nayak Kennard, Andrei Mircea et al.
- Hardware Is an AI Ethics Problem: Expert Visions for a Sustainable and Equitable Semiconductor Industry ↗Naira Paola Arnez Jordan, Chiara Ullstein, Michel Hohendanner et al.
- Hidden Errors in Big Data: The Case of Property Records ↗Evelyn Smith, Emma Harvey, Jacob S. Goldin et al.
- How Are Emerging Adults Using ChatGPT in the Wild? ↗Marx Wang, Jade Li, Songling Ngo et al.
- How to Catalyze Policy Guardrails against AI Chatbots' Potential Social-Emotional Harm: Lessons from Analogous Cases (Extended Abstract) ↗Ned Cooper, Ibrahim Emara, Qian Yang
- Human Rights by Design for AI Technologies: Towards Outlining and Operationalizing an Emerging Field of Research and Practice ↗Leonardo Iwaya, Samuel Wairimu, Tara Mehrabi et al.
- Improving AI Guard Rails with Moral Trust ↗Taylor Olson
- Investigating Feature Substitution in Algorithmic Worker-Scoring Models ↗Abdulrahman Ababneh
- Is This AI? Longitudinal Analysis of Strategies Used for AI Detection on Two Subreddits ↗Christina Yeung, Galen Weld, Jaron Mink et al.
- L2-Bench: An Evaluation Benchmark for Measuring LLM Capabilities in Second Language Education (Extended Abstract) ↗James Edgell, Wm. Matthew Kennedy, Ben Knight et al.
- LLMs as Narrators of Lived Experience: A Study of Generative Hermeneutical Epistemic Injustice in ADHD Sense-Making ↗Anne Arzberger, Dongying Zhang
- LLMs on the Political Compass: Prompt-Conditioned Positioning and Directional Drift ↗Rim Ben Salem, Antonio Vincent Romeo, Esma Aı̈meur
- Law of Large Numbers: Accuracy as Statistical Measure for Compliance and Competition ↗Rabanus Derr, Alina Wernick, Robert C. Williamson
- Learning by Chatting? Investigating the Impact of Generative AI on Information Seeking and Learning ↗Shravika Mittal, Su Lin Blodgett, Q. Vera Liao
- Let’s Unlearn Stereotypes Before Decision-Making: The Impact of Intrinsic Bias Mitigation on Downstream Fairness in LLMs ↗Mina Arzaghi', Alireza Dehghanpour Farashah, Florian Carichon et al.
- Limits of Interventions in AI-Assisted Decision Making ↗Shikha Shrestha, Eunhye Ahn, Yevgeniy Vorobeychik
- Linguistic Triggers of Gender and Racial Bias in Open-Weight LLMs Applied to Recruitment ↗Kosuke Kitahara, Nobuhiro Yamaguchi
- Locating Translation as a Craft in the Age of AI ↗Daniel Chechelnitsky, Sireesh Gururaja, Seyi Olojo et al.
- Lost in Translation: How Universal Ethical Values Fail to Translate Across Global Contexts ↗Ozioma Collins Oguine, Munachimso Blessing Oguine, César Cervera et al.
- Manipulation-Proof Oblivious Audits Against Deceptive Model Providers ↗Augustin Godinot, Sofiane Azogagh, Julien Ferry et al.
- Model Multiplicity and Predictive Arbitrariness in Recidivism Risk Assessment ↗Ashwin Singh, Carlos Castillo
- MonitrLLM: A Community-Centered Evaluation Infrastructure for Large Language Models ↗Victor Ojewale, Ro Encarnación, Suresh Venkatasubramanian et al.
- Moral Missions: Sustaining Responsible Practice by Surfacing Practitioner Moral Decision-Making Procedures ↗Teanna Barrett, B. Biira, Jainaba Jawara et al.
- Nationwide AI Models for Depression Prediction: Regional Generalizability and Culturally Sensitive Variable Selection ↗Alissa Valentine, Helen Coupland, Eike Petersen et al.
- Negotiating Risk Boundaries in AI for Policing Through Mixed-Stakeholder Deliberation ↗Mackenzie Jorgensen, Jo Reilly, Alex Sutherland et al.
- No More Plaudits for Algorithm Audits: A Provocation ↗Alicia DeVrio, David Gray Widder
- No One to Blame: A Framework of Constitutive AI Unaccountability ↗Long Hoang Nguyen, Eva Späthe, Sebastian Lins et al.
- On Seeding Watermarks to Detect Verbatim LLM Copy-Paste Responses ↗Aizierjiang Aiersilan, Artin Yousefi, Robert Pless
- On the Generalizability of Fair Representations ↗Tosca Lechner, Shai Ben-David, Ruth Urner
- Open Science, Closed Models: How Funding Shapes AI in Science ↗Ana Trišović, Janakan Sivaloganathan
- Ordinary, Reasonable Chatbots: Do AI Models Track Human Legal Judgments? ↗Nirav Patel, Emily Wenger, Christopher J. Buccafusco
- Parental Notification Gaps in ChatGPT-5: An Empirical Study ↗Kerem Ersoz, Saleh Afroogh, David Atkinson et al.
- Participatory Moral AI Is Not Neutral: The Invisible Hand of Developers ↗Taenyun Kim, Edyta P. Bogucka, Daniele Quercia
- People Are Not Just Their Countries. Disentangling Social Determinants of LLM Value Alignment Across Europe ↗Maria-Louisa Wightman, Guillaume Bied, Tijl De Bie
- Personality Without Persons? A Psychometric Critique of Big Five Testing in Large Language Models ↗Kim Zierahn, Cristina Cachero, Anna Korhonen et al.
- Personalizing AI to Align with the Better You ↗Jakob Stenseke, Jian Zhu, Dylan Hadfield-Menell
- Pragmatic Explainable Machine Learning ↗Sakina Hansen
- Prediction Laundering: The Sociotechnical Production of Truth on Polymarket ↗Yasaman Rohanifar, Syed Ishtiaque Ahmed, Sharifa Sultana
- Protecting the Underrepresented: Data Debiasing via Asymmetric Adversarial Encoding for Fair Machine Learning ↗Deepanshu Aggarwal, Puspita Majumdar
- Qualifying and Quantifying Risk Under the EU AI Act ↗Gustavo Gil Gasiola, Sarah Huiyi Cen, Frederike Zufall
- Quantifying System-Level Harms from AI Adoption in Complex Sociotechnical Systems ↗Paul Vautravers, Oliver Chalkley, Gabriel Downer et al.
- RCTs & Human Uplift Studies: Methodological Challenges and Practical Solutions for Frontier AI Evaluation ↗Patricia Paskov, Kevin Wei, Shen Zhou Hong et al.
- Responsible AI as Hegemony: Epistemic Exclusion, Technosolutionist Conformity, and Performative Compliance Among AI Practitioners in India ↗A. Ghoshal, Arshia Dutta, Ruba Abu-Salma et al.
- Rethinking Agentic AI: A Sociotechnical Framework for Agents in Emergent Social Contexts ↗Marcelina A Przespolewska
- Rethinking Robot Ownership: Comparing Public, Corporate, and Private Ownership Models ↗Isaac Sheidlower, T. Lazovich, Harini Suresh et al.
- Rules or Character? Scaling Laws for AI Safety Design (Extended Abstract) ↗Satoshi Takahashi, Nobuji Kouno, Masaaki Komatsu et al.
- Safer On-Premise Medical AI: A Hybrid Framework for Hallucination Detection in Local LLMs ↗Sanne Wielinga, Clara Maathuis, Natasha Alechina
- Safety Drift After Fine-Tuning: Evidence from High-Stakes Domains ↗Emaan Bilal Khan, Amy Winecoff, Miranda Bogen et al.
- Same Question, Different Answers: Auditing Persona-Dependent Variation in Six LLMs on Smoking-Cessation Advice ↗Artin Yousefi, Aizierjiang Aiersilan, Lorien C. Abroms et al.
- Scaling, Lock-In, and Proxy Compliance: A Political Economy of Responsible AI ↗Florian A. D. Burnat, Brittany I. Davidson
- Secure Human Oversight of AI: Threat Modeling in a Socio-Technical Context ↗Jonas C. Ditz, Veronika Lazar, Elmar Lichtmeß et al.
- Selective Overconfidence: How Large Language Models Underserve Social Welfare Law Across Jurisdictions ↗Shera Potka, Alex Thomo, Paula Helm et al.
- Shaping the Future of Generative AI for Black Communities: A Frame Analysis of Public Discourse and Empirical Scholarly Research ↗Angela D. R. Smith, Gabriella Thompson, Christopher L. Dancy et al.
- Silent Updates: Measuring and Closing the Post-Deployment Disclosure Gap ↗Sophia Abraham, Ben Bucknall
- Simulation as Alibi — How the Social Order Gets Outsourced to LLM Agents ↗Shiyun Tang, Zezheng Lin
- Small-world Networks of Agents Brainstorm AI Risks to Support Ideation ↗Ke Zhou, Edyta P. Bogucka, Daniele Quercia
- Sources of Inequity and Fairness Risks in Wellbeing Sensing ↗Han Zhang, Vedant Das Swain, Koustuv Saha et al.
- Sovereignty Theater: Why Sovereign AI Falls Short of Cultural Self-Determination ↗Bruria Friedman Feldman, Tyler Smith, Victor Wu et al.
- Speech in the Panaudikon: On the Relationship Between Speech Processing Research and Surveillance ↗Vasilisa Rudykh, Peter Bell, Zeerak Talat
- Spotting (and Missing) Algorithmic Bias: Investigating User Understanding in a Fairness Assessment Tool ↗Anna Verheyden, Yizhe Zhang, Robin De Croon et al.
- Structure, Meaning, and the Answerability of Automated Systems ↗Mattias Brännström
- Studying People to Study AI: Expert Perspectives on the Epistemic Fit and Barriers of Human Research in AI Safety & Ethics ↗Jessica Y. Bo, Paula Akemi Aoyagui, Shalaleh Rismani et al.
- SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs ↗Debopriyo Banerjee, Kapil Rajesh Kavitha, Angana Borah et al.
- Synthetic Sources?: Auditing Generative Search Engine Citations for Evidence of AI-Generated Sources ↗Mowafak Allaham, Nicholas A. Diakopoulos
- Test-Time Collective Action: Proxy-Based Perturbations for Correcting Algorithmic Harms ↗Meghana Bhange, Ulrich Aïvodji, Elliot Creager
- The AI Assessment Sandbox Configurator: A Framework to Support Technical Assessment in AI Regulatory Sandboxes ↗Alessio Buscemi, German Castignani, Daniele Pagani et al.
- The Algorithmic Flattening of Sound: Computational Evidence and Justice Implications of AI Music Homogenization ↗Zoe Slendebroek, Danaë Metaxa
- The Artificial Moral Machine: Do LLMs Mirror Human Moral Diversity or Merely Caricature It? ↗Davide Liga, Yu Liuwen, Marija Slavkovik et al.
- The Beginning of ChatGPT Ads ↗Emma Lurie, Ro Encarnación, Sorelle A. Friedler et al.
- The Benchmark Trap: Structures of Power and Injustice in AI Evaluations ↗Jason Branford, Angelie Kraft
- The Disciplinary Language Transfer Problem: How Psychological Vocabulary Produces Governance Failures in AI Agent Deployment ↗Kymberly Lasser-Chere, Tyler Akidau, Marc Millstone
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