| 2022 | The Opacity of Automated Decision-Making Systems (ADMS) and its Challenges for Political Legitimacy in a Democracy. | Mara Carolina Jimnez |
| 2022 | The Worst of Both Worlds: A Comparative Analysis of Errors in Learning from Data in Psychology and Machine Learning. | Jessica Hullman, Sayash Kapoor, Priyanka Nanayakkara, Andrew Gelman, Arvind Narayanan |
| 2022 | Diversity by Design?: Balancing the Inclusion and Protection of Users in an Online Social Platform. | Paula Helm, Loizos Michael, Laura Schelenz |
| 2022 | Learning Fairer Interventions. | Yuzi He, Keith Burghardt, Siyi Guo, Kristina Lerman |
| 2022 | FairCanary: Rapid Continuous Explainable Fairness. | Avijit Ghosh, Aalok Shanbhag, Christo Wilson |
| 2022 | Understanding Decision Subjects' Fairness Perceptions and Retention in Repeated Interactions with AI-Based Decision Systems. | Meric Altug Gemalmaz, Ming Yin |
| 2022 | An Ontology for Fairness Metrics. | Jade S. Franklin, Karan Bhanot, Mohamed F. Ghalwash, Kristin P. Bennett, Jamie P. McCusker, Deborah L. McGuinness |
| 2022 | Causal Framework of Artificial Autonomous Agent Responsibility. | Matija Franklin, Hal Ashton, Edmond Awad, David A. Lagnado |
| 2022 | How to Design Smart Homes for Older Persons: The Somatic Capability Assessment as an Answer to Current Design Challenges. | Nadine Andrea Felber |
| 2022 | Stochastic Policies in Morally Constrained (C-)SSPs. | Charles Evans, Claire Benn, Ignacio Ojea Quintana, Pamela Robinson, Sylvie Thibaux |
| 2022 | Computational Philosophy. | Hubert Etienne |
| 2022 | Social Media Profiling Continues to Partake in the Development of Formalistic Self-Concepts. Social Media Users Think So, Too. | Severin Engelmann, Valentin Scheibe, Fiorella Battaglia, Jens Grossklags |
| 2022 | Does AI De-Bias Recruitment?: Race, Gender, and AI's 'Eradication of Differences Between Groups'. | Eleanor Drage, Kerry Mackereth |
| 2022 | Hijacking Epistemic Agency: How Emerging Technologies Threaten our Wellbeing as Knowers. | John Dorsch |
| 2022 | Exploitation and Algorithmic Pricing: Regressive Distributive Outcomes in Consumer-to-Business Transactions. | Arianna Dini |
| 2022 | Responsible AI Systems: Who are the Stakeholders? | Advait Deshpande, Helen Sharp |
| 2022 | Ethical Recommenders in the Public Library Sector. | Savvina Daniil |
| 2022 | Fairness via Explanation Quality: Evaluating Disparities in the Quality of Post hoc Explanations. | Jessica Dai, Sohini Upadhyay, Ulrich Avodji, Stephen H. Bach, Himabindu Lakkaraju |
| 2022 | Counterfactual Explanations for Prediction and Diagnosis in XAI. | Xinyue Dai, Mark T. Keane, Laurence Shalloo, Elodie Ruelle, Ruth M. J. Byrne |
| 2022 | Fairness in Agreement With European Values: An Interdisciplinary Perspective on AI Regulation. | Alejandra Bringas Colmenarejo, Luca Nannini, Alisa Rieger, Kristen M. Scott, Xuan Zhao, Gourab K. Patro, Gjergji Kasneci, Katharina Kinder-Kurlanda |
| 2022 | A Survey of the Potential Long-term Impacts of AI: How AI Could Lead to Long-term Changes in Science, Cooperation, Power, Epistemics and Values. | Sam Clarke, Jess Whittlestone |
| 2022 | Ordinary People as Moral Heroes and Foes: Digital Role Model Narratives Propagate Social Norms in China's Social Credit System. | Mo Chen, Severin Engelmann, Jens Grossklags |
| 2022 | AI Alignment Dialogues: An Interactive Approach to AI Alignment in Support Agents. | Pei-Yu Chen |
| 2022 | Governing AI Applications To Monitoring and Managing Our Global Environmental Commons. | Melissa Chapman |
| 2022 | Piecemeal Knowledge Acquisition for Computational Normative Reasoning. | Ilaria Canavotto, John F. Horty |