. Emotion AI in Job Interviews: Injustice, Emotional Labor, Identity, and Privacy
. Justified Evidence Collection for Argument-based AI Fairness Assurance
. Auditing the Audits: Lessons for Algorithmic Accountability from Local Law 144's Bias Audits
. Examining the Expanding Role of Synthetic Data Throughout the AI Development Pipeline
. Hype, Sustainability, and the Price of the Bigger-is-Better Paradigm in AI
. From Efficiency Gains to Rebound Effects: The Problem of Jevons' Paradox in AI's Polarized Environmental Debate
. Time Can Invalidate Algorithmic Recourse
. Designing Speech Technologies for Australian Aboriginal English: Opportunities, Risks and Participation
. Anticipatory Technology Ethics Reflection By Eliciting Creative AI Imaginaries Through Fictional Research Abstracts
. C2Explainer: Customizable Mask-based Counterfactual Explanation for Graph Neural Networks
. FairTranslate: an English-French Dataset for Gender Bias Evaluation in Machine Translation by Overcoming Gender Binarity
. Regulating Emotion AI in the United States: Insights from Empirical Inquiry
. Formalising Anti-Discrimination Law in Automated Decision Systems
. Classifying Hate: Legal and Ethical Evaluations of ML-Assisted Hate Crime Classification and Estimation in Sweden
. Recourse, Repair, Reparation, & Prevention: A Stakeholder Analysis of AI Supply Chains
. “It’s not a representation of me”: Examining Accent Bias and Digital Exclusion in Synthetic AI Voice Services
. The World Wide recipe: A community-centred framework for fine-grained data collection and regional bias operationalisation
. Robustness and Cybersecurity in the EU Artificial Intelligence Act
. Understanding the Effects of Explaining Predictive but Unintuitive Features in Human-XAI Interaction
. Using collective dialogues and AI to find common ground between Israeli and Palestinian peacebuilders
. African Data Ethics: A Discursive Framework for Black Decolonial AI
. The Gaps that Never Were: Reconsidering Responsible AI’s Principle-Practice Problem
. To Trust or Distrust AI: A Questionnaire Validation Study
. WEIRD Audits? Research Trends, Linguistic and Geographical Disparities in the Algorithm Audits of Online Platforms - A Systematic Literature Review
. Data Ecofeminism
. Red Teaming AI Policy: A Taxonomy of Avoision and the EU AI Act
. Artifacts of Idiosyncracy in Global Street View Data
. Agonistic Image Generation: Unsettling the Hegemony of Intention
. Aggregating Concepts of Fairness and Accuracy in Prediction Algorithms
. ‘Stewardship’ as a Fair, Accountable and Transparent Model for Free and Open-Source Software Governance? Looking Beyond the EU’s Cyber Resilience Act
. Identities are not Interchangeable: The Problem of Overgeneralization in Fair Machine Learning
. Distinguishing Emotion AI: Factors Shaping Perceptions Including Input Data, Emotion Data Recipients, and Identity
. In the Picture: Medical Imaging Datasets, Artifacts, and their Living Review
. “It is unfair, and it would be unwise to expect the user to know the law!” – Evaluating reporting mechanisms under the Digital Services Act
. Regulating Algorithmic Management: A Multi-Stakeholder Study of Challenges in Aligning Software and the Law for Workplace Scheduling
. Position is Power: System Prompts as a Mechanism of Bias in Large Language Models (LLMs)
. Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers.
. Pragmatic Fairness: Evaluating ML Fairness Within the Constraints of Industry
. Social Perception of Faces in a Vision-Language Model
. Group Fair Rated Preference Aggregation: Ties Are (Mostly) All You Need
. Push and Pull: A Framework for Measuring Attentional Agency on Digital Platforms
. Normative Evaluation of Large Language Models with Everyday Moral Dilemmas
. Not Like Us, Hunty: Measuring Perceptions and Behavioral Effects of Minoritized Anthropomorphic Cues in LLMs
. Measuring Machine Learning Harms from Stereotypes Requires Understanding Who Is Harmed by Which Errors in What Ways
. The Reality of AI and Biorisk
. Legacy Procurement Practices Shape How U.S. Cities Govern AI: Understanding Government Employees' Practices, Challenges, and Needs
. Missing Pieces: How Do Designs that Expose Uncertainty Longitudinally Impact Trust in AI Decision Aids? An In Situ Study of Gig Drivers
. LEAD: Towards Learning-Based Equity-Aware Decarbonization in Ridesharing Platforms
. How to investigate algorithmic-driven risks in online platforms and search engines? A narrative review through the lens of the EU Digital Services Act
. Policy-as-Prompt: Rethinking Content Moderation in the Age of Large Language Models
. Who Gets Heard? Calling Out the "Hard-to-Reach" Myth for Non-WEIRD Populations' Recruitment and Involvement in Research
. The Double-Edged Sword of Behavioral Responses in Strategic Classification: Theory and User Studies
. Understanding experiences with compulsory immigration surveillance in the U.S.
. Liberatory Collections and Ethical AI: Reimagining AI Development from Black Community Archives and Datasets
. Comparing Apples to Oranges: A Taxonomy for Navigating the Global Landscape of AI Regulation
. On Calibration in Multi-Distribution Learning
. Un-Straightening Generative AI: How Queer Artists Surface and Challenge Model Normativity
. Rethinking AI Safety: Provocations from the History of Community-based Practices of Road and Driver Safety
. From Lived Experience to Insight: Unpacking the Psychological Risks of Using AI Conversational Agents
. Dangerous Criminals and Beautiful Prostitutes? Investigating Harmful Representations in Dutch Language Models
. Component-Based Fairness in Face Attribute Classification with Bayesian Network-informed Meta Learning
. Towards Effective Discrimination Testing for Generative AI
. Reward Model Interpretability Via Optimal and Pessimal Tokens
. Stakeholder Participation for Responsible AI Development: Disconnects Between Guidance and Current Practice
. Perils of Label Indeterminacy: A Case Study on Prediction of Neurological Recovery After Cardiac Arrest
. Secondary Stakeholders in AI: Fighting for, Brokering, and Navigating Agency
. When Predictions are More Than Predictions: Self-Fulfilling Performativity and the Road Towards Morally Responsible Predictive Systems
. Technical Solutions to Emotion AI's Privacy Harms: A Systematic Literature Review
. Are Measures of Children's Parasocial Relationships Ready for Conversational AI?
. Oh the Prices You’ll See: Designing a Fair Exchange System to Mitigate Personalized Pricing
. AI Trust Reshaping Administrative Burdens: Understanding Trust-Burden Dynamics in LLM-Assisted Benefits Systems
. A Toolkit for Compliance, a Toolkit for Justice: Drawing on Cross-sectoral Expertise to Develop a Pro-justice EU AI Act Toolkit
. Disclosure without Engagement: An Empirical Review of Positionality Statements at FAccT
. Promising Topics for US–China Dialogues on AI Risks and Governance
. AI Attitudes Among Marginalized Populations in the U.S.: Nonbinary, Transgender, and Disabled Individuals Report More Negative AI Attitudes
. Labor, Power, and Belonging: The Work of Voice in the Age of AI Reproduction
. AI Narrative Breakdown. A Critical Assessment of Power and Promise
. It's only fair when I think it's fair: How Gender Bias Alignment Undermines Distributive Fairness in Human-AI Collaboration
. The Problem of Generics in LLM Training
. Crediting Humans: A Systematic Assessment of Influencing Factors for Human-in-the-Loop Figurations in Consumer Credit Lending Decisions
. Opening the Scope of Openness in AI
. "As an individual, I suppose you can't really do much": Environmental Sustainability Perceptions of Machine Learning Practitioners
. Search Engines in the AI Era: A Qualitative Understanding to the False Promise of Factual and Verifiable Source-Cited Responses in LLM-based Search
. A Day in Their Shoes: Using LLM-Based Perspective-Taking Interactive Fiction to Reduce Stigma Toward Dirty Work
. A Trustworthiness-based Metaphysics of Artificial Intelligence Systems
. Historical Methods for AI Evaluations, Assessments, and Audits
. What do Large Language Models Say About Animals? Investigating Risks of Animal Harm in Generated Text
. TIDEs: A Transgender and Nonbinary Community-Labeled Dataset and Model for Transphobia Identification in Digital Environments
. Envisioning Stakeholder-Action Pairs to Mitigate Negative Impacts of AI: A Participatory Approach to Inform Policy Making
. Lost in Transplantation: Characterizing Racial Gaps in Physician Organ Offer Acceptance
. Algorithmic Collective Action with Two Collectives
. Not Even Nice Work If You Can Get It; A Longitudinal Study of Uber's Algorithmic Pay and Pricing
. Hidden Conflicts in Neural Networks and their Implications for Explainability
. Minimizing Risk Through Minimizing Model-Data Interaction: A Protocol For Relying on Proxy Tasks When Designing Child Sexual Abuse Imagery Detection Models
. Value-Driven Design for Public Administration: Insights from a Generative Chatbot in a Housing Application Case Study
. LExT: Towards Evaluating Trustworthiness of Natural Language Explanations
. SHAP-based Explanations are Sensitive to Feature Representation
. Deepfakes on Demand
. People cannot distinguish GPT-4 from a human in a Turing test
. One Bad NOFO? AI Governance in Federal Grantmaking
. Discrimination Induced by Algorithmic Recourse Objectives
. Estimating the Electoral Consequences of Legislative Redistricting in France
. Gender Trouble in Language Models: An Empirical Audit Guided by Gender Performativity Theory
. Algorithmic Fairness, Decision Thresholds, and the Separateness of Persons
. What Remains Opaque in Transparency Initiatives: Visualizing Phantom Reductions through Devious Data Analysis
. Ties of Trust: a bowtie model to uncover trustor-trustee relationships in LLMs
. Explain it like I'm me: User characteristics in XAI decision-making
. Fairness-Guided Pruning of Decision Trees
. Reflexive Prompt Engineering
. Applying Data Feminism Principles to Assess Bias in English and Arabic NLP Research
. When Testing AI Tests Us: Safeguarding Mental Health on the Digital Frontlines
. The Medium is the Message: How Non-Clinical Information Shapes Clinical Decisions in LLMs
. Misabstraction in sociotechnical systems
. Bias Delayed is Bias Denied? Assessing the Effect of Reporting Delays on Disparity Assessments
. Gone With the Bits: Revealing Racial Bias in Low-Rate Neural Compression for Facial Images
. Achieving Socio-Economic Parity through the Lens of EU AI Act
. What TikTok Claims, What Bold Glamour Does: A Filter’s Paradox
. Uncovering the Linguistic Roots of Bias: Insights and Mitigation in Large Language Models
. “Cold, Calculated, and Condescending”: How AI Identifies and Explains Ableism Compared to Disabled People
. DeceptiLens: an Approach supporting Transparency in Deceptive Pattern Detection based on a Multimodal Large Language Model
. Centralized Trust in Decentralized Systems: Unveiling Hidden Contradictions in Blockchain and Cryptocurrency
. Characterizing the Default Persona During Design: Mental Representations of Technology Users are Gendered
. Vulnerability in the EU AI Act: building an interpretation
. Now you see it, Now you don’t: Damage Label Agreement in Drone & Satellite Post-Disaster Imagery
. Distributive Epistemic Injustice in AI Ethics: A Co-productionist Account of Global North-South Politics in Knowledge Production
. A Framework for Auditing Chatbots for Dialect-Based Quality of Service Harms
. Allocation Multiplicity: Evaluating the Promises of the Rashomon Set
. Evaluating the Contextual Integrity of False Positives in Algorithmic Travel Surveillance
. Algorithms in the Stacks: Investigating automated, for-profit diversity audits in public libraries
. Beyond Consistency: Nuanced Metrics for Individual Fairness
. Investigating Youth AI Auditing
. hyperFA*IR: A hypergeometric approach to fair rankings with finite candidate pool
. Scalable Fairness
. The Value of Disagreement in AI Design, Evaluation, and Alignment
. Randomness, Not Representation: The Unreliability of Evaluating Cultural Alignment in LLMs
. Frameworks, Methods and Shared Tasks: Connecting Participatory AI to Trustworthy AI Through a Systematic Review of Global Projects
. Location matching on shaky grounds: Re-evaluating algorithms for refugee allocation
. Crossing Boundaries: Leveraging Semantic Divergences to Explore Cultural Novelty in Cooking Recipes
. From Confusion to Clarity: ProtoScore - A Framework for Evaluating Prototype-Based XAI
. Benefits of the Federation? Analyzing the Impact of Fair Federated Learning at the Client Level
. Lost in Machine Translation: The Sociocultural Implications of Language Technologies in Nigeria
. Rights Out of Sight: Data Practices and Transparency Gaps in Smart Consumer IoT Ecosystems
. Towards Uncertainty Aware Task Delegation and Human-AI Collaborative Decision-Making
. AI constructs gendered struggle narratives: Implications for self-concept and systems design.
. Agent Allocation of Moral Decisions in Human-Agent Teams: Raise Human Involvement and Explain Potential Consequences
. Exploring Language Patterns of Prompts in Text-to-Image Generation and Their Impact on Visual Diversity
. Auditing Political Exposure Bias: Algorithmic Amplification on Twitter/X During the 2024 U.S. Presidential Election
. Nteasee: Understanding Needs in AI for Health in Africa - A Mixed-Methods Study of Expert and General Population Perspectives
. Breaking Down Bias: On The Limits of Generalizable Pruning Strategies
. Blind Faith? User Preference and Expert Assessment of AI-Generated Religious Content
. Is It Fair Enough? Supporting Equitable Group Work Assignment with Work Division Dashboard
. From policy to practice in data governance and responsible data stewardship: system design for data intermediaries
. Responsible AI in the Global Context: Maturity Model and Survey
. Neglected Risks: The Disturbing Reality of Children’s Images in Datasets and the Urgent Call for Accountability
. Discrimination Exposed? On the Reliability of Explanations for Discrimination Detection
. Understanding and Mitigating Risks of Generative AI in Financial Services
. Understanding Gender Bias in AI-Generated Product Descriptions
. External Evaluation of Discrimination Mitigation Efforts in Meta's Ad Delivery
. Performance Differentials in Deployed Biometric Systems Caused by Open-Source Face Detectors
. Auditing for Bias in Ad Delivery Using Inferred Demographic Attributes
. From Margins to the Table: Charting the Potential for Public Participatory Governance of Algorithmic Decision Making
. The Hard Problem of AI Alignment: Value Forks in Moral Judgment
. Difficult Lessons on Social Prediction from Wisconsin Public Schools
. Responsible AI in Education: Understanding Teachers’ Priorities and Contextual Challenges
. Do People Think Fast or Slow When Training AI?
. Adultification Bias in LLMs and Text-to-Image Models
. Our Collective Voices: The Social and Technical Values of a Grassroots Chinese Stuttered Speech Dataset
. Beyond Semantics: Examining Gender Bias in LLMs Deployed within Low-resource Contexts in India
. Detecting Linguistic Indicators for Stereotype Assessment with Large Language Models
. Characterizing Bias: Benchmarking Large Language Models in Simplified versus Traditional Chinese
. Who Speaks for Ethics? How Demographics Shape Ethical Advocacy in Software Development
. Understanding Gen Alpha's Digital Language: Evaluation of LLM Safety Systems for Content Moderation
. Privacy of Groups in Dense Street Imagery
. XAI-Units: Benchmarking Explainability Methods with Unit Tests
. How Misclassification Severity and Timing Influence User Trust in AI Image Classification: User Perceptions of High- and Low-Stakes Contexts
. Entangled Pregnancies: Expectants' Experiences of Using Pregnancy Apps
. Social Bias in Vision Transformers: A Comparative Study Across Architectures and Learning Paradigms
. When Collaborative Filtering is not Collaborative: Unfairness of PCA for Recommendations
. The ``Who'', ``What'', and ``How'' of Responsible AI Governance: A Systematic Review and Meta-Analysis of (Actor, Stage)-Specific Tools
. Gender Bias in Explainability: Investigating Performance Disparity in Post-hoc Methods
. Interrogating LLM design under copyright law
. AI Alignment at Your Discretion
. The Data Minimization Principle in Machine Learning
. The Root Shapes the Fruit: On the Persistence of Gender-Exclusive Harms in Aligned Language Models
. M²FGB: A Min-Max Gradient Boosting Framework for Subgroup Fairness
. "Ownership, Not Just Happy Talk": Co-Designing a Participatory Large Language Model for Journalism
. If Deceptive Patterns are the problem, are Fair Patterns the solution?
. Fairness of Deep Ensembles: On the interplay between per-group task difficulty and under-representation
. In Which Areas of Technical AI Safety Could Geopolitical Rivals Cooperate?
. “You Cannot Sound Like GPT": Signs of language discrimination and resistance in computer science publishing
. FADE: Federated Aggregation with Discrimination Elimination
. Detecting Prefix Bias in LLM-based Reward Models
. Bridging Voting and Deliberation with Algorithms: Field Insights from vTaiwan and Kultur Komitee
. The Brief and Wondrous Life of Open Models
. How Do Users Identify and Perceive Stereotypes? Understanding User Perspectives on Stereotypical Biases in Large Language Models
. “Since Lawyers are Males..”: Examining Implicit Gender Bias in Hindi Language Generation by LLMs
. Human-Centered Evaluation of Aesthetic Quality Assessment Models Using a Smartphone Camera Application
. Fairness beyond the Algorithmic Frame: Actionable Recommendations for an Intersectional Approach
. Trustworthy ML Regulation as a Principal-Agent Problem
. Actions Speak Louder than Words: Agent Decisions Reveal Implicit Biases in Language Models
. Epistemic Injustice in Algorithmic Systems and the Limits of Civil Rights Law
. Consistently Arbitrary or Arbitrarily Consistent: Navigating the Tensions Between Homogenization and Multiplicity in Algorithmic Decision-Making
. Reconciling Predictive Multiplicity in Practice
. Impact of Agent-Generated Rationales on Online Social Conformity
. “I Hadn't Thought About That”: Creators of Human-like AI Weigh in on Ethics & Neurodivergence
. Evaluating Model Explanations without Ground Truth
. AI, Normality, and Oppressive Things
. Can Domain Experts Rely on AI Appropriately? A Case Study on AI-Assisted Prostate Cancer MRI Diagnosis
. What Is the Point of Equality in Machine Learning Fairness? Beyond Equality of Opportunity
. The Pragmatics of Spurious Correlations in Machine Learning: Interpreting How and Why They Matter
. End-to-End Fairness Optimization with Fair Decision Focused Learning
. Decoupling in AI Ethics: Learning how to Walk the Talk