Responsible AI

Follow this topic Ask about this topic

Momentum

6 papers in the last four weeks, down 14% on the four weeks before. 0.1% of all new papers.

Jul 13Week of Sep 28

Latest papers 82

All topics

Open Problems in AI Incident Governance
Jul 6, 2026Harleen Kaur Sidhu, Rebecca Scholefield, Nour Annan +5AI Governance Responsible AI
Independent · Sorbonne University · Rice University +4
Copewell: A Multi-Agent Swarm Architecture for Equitable Mental Wellness Support
Jul 2, 2026Seren Yenikent, Jack Vinijtrongjit, Katherine NgHuman-Centered AI Multi-Agent Systems
1*Copewell, Singapore.
Position: Align AI to Our Aspirations, Not Our Flaws
Jun 11, 2026Nikita Kazeev, Bui Nhat Huyen PhanAI Alignment Pluralistic Alignment
1National University of Singapore · 2Shopee Singapore.
Why Sampling Is Not Choosing: Intentionality, Agency, and Moral Responsibility in Large Language Models
Jun 11, 2026Joseph KeshetResponsible AI Agentic AI
Faculty of Electrical and Computer Engineering, Technion - Israel Institute of Technology, Haifa, Israel.
Fault Lines: Navigating Ethics and Responsible AI Where National Policy Meets Local Practice in Public Sector Transformation
Jun 11, 2026Sitong Lyu, Shabnam Taghiyeva, Mohit Kukadia +1AI Accountability AI Governance
Centre for Machine Intelligence, University of Sheffield · Blavatnik School of Government, University of Oxford
Democracy in the Era of Artificial Intelligence
Jun 11, 2026Evangelos Pournaras, Srijoni Majumdar, Carina Hausladen +1Deliberative Democracy AI Governance
School of Computer Science, University of Leeds, Leeds, UK. · School of Energy Systems, LUT University, Finland · Computational Social Science, University of Konstanz, Konstanz, Germany. +2
Towards Responsibly Non-Compliant Machines
Jun 10, 2026Marija Slavkovik, Marie Farrell, Louise Dennis +3AI Accountability AI Agent Safety
University of Manchester, Manchester, United Kingdom · University of Bergen Bergen, Norway · University of Manchester Manchester, United Kingdom
From Perception to Action: Can UI Interventions Foster Sustainable LLM Chatbot
Jun 9, 2026Nitish Patkar, Pooja Rani, Jack Glässer +2Human-AI Interaction Conversational Agents
University of Applied Sciences and Arts Northwestern Switzerland (FHNW), Windisch, Switzerland · University of Mannheim, Mannheim, Germany
Position: Preventing AI-Generated CSAM Necessitates New Approaches to AI Safety
Jun 9, 2026Neil Kale, Rebecca Portnoff, Pratiksha Thaker +5AI Safety Evaluation AI Safety
1Carnegie Mellon University · 2Thorn
AI Assurance in UK Defence: Challenges in Operationalising JSP 936
Jun 8, 2026Callum Cockburn, Sam FarrowAI Assurance AI Governance
Synoptix
Sustainability and Artificial Intelligence: Necessary, Challenging, and Promising Intersections
Jun 8, 2026Han-Teng Liao, Zijia WangResponsible AI
Higher Education Impact Assessment Center Sun Yat-Sen University Nanfang College Guangzhou, China
AI From the Margins (AIM): Rethinking Participatory AI Design Through the Lived Experience of Minoritized Communities
May 31, 2026Tijs Portegies, Laureanne Willems, Maaike Harbers +5Human-Centered AI Human-AI Co-Creation
University of Amsterdam · 2Rotterdam University of Applied Sciences · University of Toronto
Evaluation of ML Resource Utilization Requires Model Life Cycle Assessment
May 31, 2026Jared Fernandez, Clara Na, Yonatan Bisk +2Energy-Efficient ML Responsible AI
Language Technologies Institute, Carnegie Mellon University, Pittsburgh, PA, USA · Department of Civil and Environmental Engineering, Carnegie Mellon University, Pittsburgh, PA, USA · Wilton E. Scott Institute for Energy Innovation, Carnegie Mellon University, Pittsburgh, PA, USA
Developing an AI-Powered UX Research Point of View for Digital Health in A Regulatory Context: An Exemplar Case from MSM and Transgender HIV Care in Nigeria
May 29, 2026Emmanuel Oluwatosin Oluokun, Festus Fatai Adedoyin, Huseyin Dogan +5Healthcare Human-Centered AI
School of Computing and Engineering, Bournemouth University Poole, UK
Modularizing Educational LLM-Agency for Fostering Responsible Learning Assistance
May 28, 2026Julius Gabelmann, Felix Jahn, Kevin Baum +4AI in Education Generative AI in Education
1German Research Center for Artificial Intelligence (DFKI) · 2Saarland Informatics Campus, Germany · Center for European Research in Trusted AI (CERTAIN)
The Ethics of LLM Sandbox and Persona Dynamics
May 27, 2026Tim Gebbie, Stewart GebbieLLM Guardrails LLM Safety Alignment
Dept. Statistical Sciences, University of Cape Town, South Africa
The Illusion of Opting in AI-Mediated Consequential Decisions
May 27, 2026Eugene Yu JiHuman-Centered AI Human-AI Decision Making
University of Waterloo · Mila – Quebec AI Institute
BIRDS: Characterizing and Understanding Biodiversity Impact of Large Language Model Serving
May 26, 2026Tianyao Shi, Yi DingLLM Serving Responsible AI
Purdue University
Generative artificial intelligence and the marginalization of minoritized knowledges in higher education: the case of disability
May 26, 2026Fatiha Tali-OtmaniGenerative AI in Education Algorithmic Bias
EFTS, Grhapes · Université Toulouse Jean Jaurès-UMR EFTS
Causality as the Statistical Conscience of Artificial Intelligence: From Pearl's Ladder to Trustworthy Machines
May 22, 2026Ernest FokouéCausal Inference Responsible AI
School of Mathematics and Statistics, College of Science Rochester Institute of TechnologyMay Rochester, New York 14623, USA
Whose Good, Whose Place? The Moral Geography of Agentic AI for Social Good
May 21, 2026Poli Nemkova, Haeshitha Indukuri, Jaedon CharlesAI Accountability AI Agent Governance
University of North Texas · Florida International University
Responsible Agentic AI Requires Explicit Provenance
May 16, 2026Jinwei Hu, Xinmiao Huang, Qisong He +3Data Provenance Algorithmic Accountability
School of Computer Science and Informatics, University of Liverpool, UK · Department of Computer Science, Mohamed bin Zayed University of Artificial Intelligence, UAE
Multi-Dimensional Model Integrity and Responsibility Assessment Index and Scoring Framework
May 14, 2026Phuc Truong Loc Nguyen, Thanh Hung Do, Truong Thanh Hung Nguyen +1Tabular ML Responsible AI
† Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany · ‡ University of New Brunswick, Canada
Metacognition Should Be the Scientific Framework for Bounded and Effective Self-Governance in Generative AI
May 13, 2026Eugene Yu Ji, Igor Grossmann, Amir-Hossein KarimiAI Governance Responsible AI
University of Waterloo
Synthetic Sociality: How Generative Models Privatize the Social Fabric
May 13, 2026Ana Dodik, Moira WeigelHuman-AI Interaction Generative Modeling
MIT CSAIL, USA, Cambridge, MA · Harvard University, USA, Cambridge, MA
Embodied AI in Action: Insights from SAE World Congress 2026 on Safety, Trust, Robotics, and Real-World Deployment
May 11, 2026Jan-Mou Li, Paul Schmitt, Wei Tong +4AI Governance Trust in AI
What if AI systems weren't chatbots?
May 8, 2026Sourojit Ghosh, Pranav Narayanan Venkit, Sanjana Gautam +1Human-AI Interaction AI Governance
University of Washington Seattle, USA · Salesforce Research, USA · Microsoft, USA +2
Eigenism: Ethics for a Human-AI Future
May 8, 2026Dan HendrycksAI Alignment Responsible AI
From Review to Design: Ethical Multimodal Driver Monitoring Systems for Risk Mitigation, Incident Response, and Accountability in Automated Vehicles
May 7, 2026Bilal Khana, Waseem Shariff, Rory Coyne +2AI Accountability Autonomous Driving
C3I Imaging Lab, School of Engineering, University of Galway · Royal College of Surgeons in Ireland
Position: the Stochastic Parrot in the Coal Mine. Model Collapse is a Threat to Low-Resource Communities
May 5, 2026Devon Jarvis, Richard Klein, Benjamin Rosman +2Model Collapse Responsible AI
School of Computer Science and Applied Mathematics, University of the Witwatersrand, Johannesburg, South Africa · Machine Intelligence and Neural Discovery Institute, University of the Witwatersrand, Johannesburg, South Africa · Data Science and AI, Computer Science and Engineering, Chalmers University of Technology and University of Gothenburg

Jul 6, 2026, cs.CYJ/K move · Enter open · S save

Open Problems in AI Incident Governance

Harleen Kaur Sidhu, Rebecca Scholefield, Nour Annan, Kevin Hernandez+4

Independent · Sorbonne University · Rice University+4

AI Governance Responsible AI

Open paper AskPDF arXiv

AI systems may produce failures after deployment that pre-deployment safety assessments do not anticipate. Managing these failures requires what we refer to as adequate \textit{AI incident governance}, where having good definitions, taxonomies, monitoring practices, reporting mechanisms, and incident analysis is essential. We examine existing frameworks related to AI incident governance by regulatory bodies and independent efforts, and find that while there are frameworks that describe how individual functions can be performed, there is a lack of consistency within the aspects of definitions, classification, monitoring, and reporting. These inconsistencies apply to the types of incident data that is collected and reported, the ways in which they are categorised, and as a result, the depth, representativeness, and accuracy of analysis that can be performed.

Momentum

Related topics

Latest papers 82