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You are now here: AI Ethics Primer - search within the bibliography - version 0.4 of 2023-12-13
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The AI Index 2022 Annual Report / 2205.03468 / ISBN:https://doi.org/10.48550/arXiv.2205.03468 / Published by ArXiv / Version released on 2022-05-02 / on (web) Publishing site


Exciting, Useful, Worrying, Futuristic: Public Perception of Artificial Intelligence in 8 Countries / 2001.00081 / ISBN:https://doi.org/10.48550/arXiv.2001.00081 / Published by ArXiv / Version released on 2021-05-18 / on (web) Publishing site


A multilevel framework for AI governance / 2307.03198 / ISBN:https://doi.org/10.48550/arXiv.2307.03198 / Published by ArXiv / Version released on 2023-07-13 / on (web) Publishing site


Collect, Measure, Repeat: Reliability Factors for Responsible AI Data Collection / 2308.12885 / ISBN:https://doi.org/10.48550/arXiv.2308.12885 / Published by ArXiv / Version released on 2023-09-27 / on (web) Publishing site


The AI Incident Database as an Educational Tool to Raise Awareness of AI Harms: A Classroom Exploration of Efficacy, Limitations, & Future Improvements / 2310.06269 / ISBN:https://doi.org/10.48550/arXiv.2310.06269 / Published by ArXiv / Version released on 2023-10-10 / on (web) Publishing site


Specific versus General Principles for Constitutional AI / 2310.13798 / ISBN:https://doi.org/10.48550/arXiv.2310.13798 / Published by ArXiv / Version released on 2023-10-20 / on (web) Publishing site


Unpacking the Ethical Value Alignment in Big Models / 2310.17551 / ISBN:https://doi.org/10.48550/arXiv.2310.17551 / Published by ArXiv / Version released on 2023-10-26 / on (web) Publishing site


From Lab to Field: Real-World Evaluation of an AI-Driven Smart Video Solution to Enhance Community Safety / 2312.02078 / ISBN:https://doi.org/10.48550/arXiv.2312.02078 / Published by ArXiv / Version released on 2025-08-12 / on (web) Publishing site


Intelligence Primer / 2008.07324 / ISBN:https://doi.org/10.48550/arXiv.2008.07324 / Published by ArXiv / Version released on 2026-07-27 / on (web) Publishing site


Learning Human-like Representations to Enable Learning Human Values / 2312.14106 / ISBN:https://doi.org/10.48550/arXiv.2312.14106 / Published by ArXiv / Version released on 2024-11-08 / on (web) Publishing site


Moral Sparks in Social Media Narratives / 2310.19268 / ISBN:https://doi.org/10.48550/arXiv.2310.19268 / Published by ArXiv / Version released on 2024-04-22 / on (web) Publishing site


AI Alignment: A Comprehensive Survey / 2310.19852 / ISBN:https://doi.org/10.48550/arXiv.2310.19852 / Published by ArXiv / Version released on 2025-04-04 / on (web) Publishing site


How Ethical Should AI Be? How AI Alignment Shapes the Risk Preferences of LLMs / 2406.01168 / ISBN:https://doi.org/10.48550/arXiv.2406.01168 / Published by ArXiv / Version released on 2024-08-01 / on (web) Publishing site


Fair by design: A sociotechnical approach to justifying the fairness of AI-enabled systems across the lifecycle / 2406.09029 / ISBN:https://doi.org/10.48550/arXiv.2406.09029 / Published by ArXiv / Version released on 2024-06-13 / on (web) Publishing site


Has Multimodal Learning Delivered Universal Intelligence in Healthcare? A Comprehensive Survey / 2408.12880 / ISBN:https://doi.org/10.48550/arXiv.2408.12880 / Published by ArXiv / Version released on 2024-08-23 / on (web) Publishing site


Artificial intelligence to advance Earth observation: : A review of models, recent trends, and pathways forward / 2305.08413 / ISBN:https://doi.org/10.48550/arXiv.2305.08413 / Published by ArXiv / Version released on 2024-09-16 / on (web) Publishing site


ValueCompass: A Framework for Measuring Contextual Value Alignment Between Human and LLMs / 2409.09586 / ISBN:https://doi.org/10.48550/arXiv.2409.09586 / Published by ArXiv / Version released on 2025-11-04 / on (web) Publishing site


Beyond Algorithmic Fairness: A Guide to Develop and Deploy Ethical AI-Enabled Decision-Support Tools / 2409.11489 / ISBN:https://doi.org/10.48550/arXiv.2409.11489 / Published by ArXiv / Version released on 2024-09-17 / on (web) Publishing site


Ethical and Scalable Automation: A Governance and Compliance Framework for Business Applications / 2409.16872 / ISBN:https://doi.org/10.48550/arXiv.2409.16872 / Published by ArXiv / Version released on 2024-12-05 / on (web) Publishing site


Responsible AI in Open Ecosystems: Reconciling Innovation with Risk Assessment and Disclosure / 2409.19104 / ISBN:https://doi.org/10.48550/arXiv.2409.19104 / Published by ArXiv / Version released on 2024-09-27 / on (web) Publishing site


DailyDilemmas: Revealing Value Preferences of LLMs with Quandaries of Daily Life / 2410.02683 / ISBN:https://doi.org/10.48550/arXiv.2410.02683 / Published by ArXiv / Version released on 2025-03-15 / on (web) Publishing site


Study on the Helpfulness of Explainable Artificial Intelligence / 2410.11896 / ISBN:https://doi.org/10.48550/arXiv.2410.11896 / Published by ArXiv / Version released on 2024-10-14 / on (web) Publishing site


Vernacularizing Taxonomies of Harm is Essential for Operationalizing Holistic AI Safety / 2410.16562 / ISBN:https://doi.org/10.48550/arXiv.2410.16562 / Published by ArXiv / Version released on 2024-10-21 / on (web) Publishing site


The Dark Side of AI Companionship: A Taxonomy of Harmful Algorithmic Behaviors in Human-AI Relationships / 2410.20130 / ISBN:https://doi.org/10.48550/arXiv.2410.20130 / Published by ArXiv / Version released on 2025-01-26 / on (web) Publishing site


The EU AI Act is a good start but falls short / 2411.08535 / ISBN:https://doi.org/10.48550/arXiv.2411.08535 / Published by ArXiv / Version released on 2024-12-09 / on (web) Publishing site


Examining Multimodal Gender and Content Bias in ChatGPT-4o / 2411.19140 / ISBN:https://doi.org/10.48550/arXiv.2411.19140 / Published by ArXiv / Version released on 2024-11-28 / on (web) Publishing site


Reviewing Intelligent Cinematography: AI research for camera-based video production / 2405.05039 / ISBN:https://doi.org/10.48550/arXiv.2405.05039 / Published by ArXiv / Version released on 2025-01-06 / on (web) Publishing site


Large Language Model Safety: A Holistic Survey / 2412.17686 / ISBN:https://doi.org/10.48550/arXiv.2412.17686 / Published by ArXiv / Version released on 2024-12-23 / on (web) Publishing site


Generative AI and LLMs in Industry: A text-mining Analysis and Critical Evaluation of Guidelines and Policy Statements Across Fourteen Industrial Sectors / 2501.00957 / ISBN:https://doi.org/10.48550/arXiv.2501.00957 / Published by ArXiv / Version released on 2026-03-10 / on (web) Publishing site


Uncovering Bias in Foundation Models: Impact, Testing, Harm, and Mitigation / 2501.10453 / ISBN:https://doi.org/10.48550/arXiv.2501.10453 / Published by ArXiv / Version released on 2025-01-14 / on (web) Publishing site


Bias in Decision-Making for AI's Ethical Dilemmas: A Comparative Study of ChatGPT and Claude / 2501.10484 / ISBN:https://doi.org/10.48550/arXiv.2501.10484 / Published by ArXiv / Version released on 2025-10-30 / on (web) Publishing site


FairT2I: Mitigating Social Bias in Text-to-Image Generation via Large Language Model-Assisted Detection and Attribute Rebalancing / 2502.03826 / ISBN:https://doi.org/10.48550/arXiv.2502.03826 / Published by ArXiv / Version released on 2025-08-15 / on (web) Publishing site


Cognitive AI framework 2.0: advances in the simulation of human thought / 2502.04259 / ISBN:https://doi.org/10.48550/arXiv.2502.04259 / Published by ArXiv / Version released on 2026-01-21 / on (web) Publishing site


The Odyssey of the Fittest: Can Agents Survive and Still Be Good? / 2502.05442 / ISBN:https://doi.org/10.48550/arXiv.2502.05442 / Published by ArXiv / Version released on 2025-07-15 / on (web) Publishing site


Prioritization First, Principles Second: An Adaptive Interpretation of Helpful, Honest, and Harmless Principles / 2502.06059 / ISBN:https://doi.org/10.48550/arXiv.2502.06059 / Published by ArXiv / Version released on 2025-12-27 / on (web) Publishing site


Agentic AI for Scaling Diagnosis and Care in Neurodegenerative Disease / 2502.06842 / ISBN:https://doi.org/10.48550/arXiv.2502.06842 / Published by ArXiv / Version released on 2025-12-23 / on (web) Publishing site


On the Trustworthiness of Generative Foundation Models: Guideline, Assessment, and Perspective / 2502.14296 / ISBN:https://doi.org/10.48550/arXiv.2502.14296 / Published by ArXiv / Version released on 2026-05-15 / on (web) Publishing site


Surgical Scene Understanding in the Era of Foundation AI Models: A Comprehensive Review / 2502.14886 / ISBN:https://doi.org/10.48550/arXiv.2502.14886 / Published by ArXiv / Version released on 2025-11-03 / on (web) Publishing site


Why do we do this?: Moral Stress and the Affective Experience of Ethics in Practice / 2502.18395 / ISBN:https://doi.org/10.48550/arXiv.2502.18395 / Published by ArXiv / Version released on 2025-02-25 / on (web) Publishing site


Comprehensive Analysis of Transparency and Accessibility of ChatGPT, DeepSeek, And other SoTA Large Language Models / 2502.18505 / ISBN:https://doi.org/10.48550/arXiv.2502.18505 / Published by ArXiv / Version released on 2025-02-21 / on (web) Publishing site


Vision Language Models in Medicine / 2503.01863 / ISBN:https://doi.org/10.48550/arXiv.2503.01863 / Published by ArXiv / Version released on 2025-02-24 / on (web) Publishing site


AI Governance InternationaL Evaluation Index (AGILE Index) 2024 / 2502.15859 / ISBN:https://doi.org/10.48550/arXiv.2502.15859 / Published by ArXiv / Version released on 2025-07-17 / on (web) Publishing site


Detecting Dataset Bias in Medical AI: A Generalized and Modality-Agnostic Auditing Framework / 2503.09969 / ISBN:https://doi.org/10.48550/arXiv.2503.09969 / Published by ArXiv / Version released on 2025-03-13 / on (web) Publishing site


AI Family Integration Index (AFII): Benchmarking a New Global Readiness for AI as Family / 2503.22772 / ISBN:https://doi.org/10.48550/arXiv.2503.22772 / Published by ArXiv / Version released on 2025-03-28 / on (web) Publishing site


Ethical AI on the Waitlist: Group Fairness Evaluation of LLM-Aided Organ Allocation / 2504.03716 / ISBN:https://doi.org/10.48550/arXiv.2504.03716 / Published by ArXiv / Version released on 2025-03-29 / on (web) Publishing site


Transforming Science with Large Language Models: A Survey on AI-assisted Scientific Discovery, Experimentation, Content Generation, and Evaluation / 2502.05151 / ISBN:https://doi.org/10.48550/arXiv.2502.05151 / Published by ArXiv / Version released on 2026-03-05 / on (web) Publishing site


Auditing the Ethical Logic of Generative AI Models / 2504.17544 / ISBN:https://doi.org/10.48550/arXiv.2504.17544 / Published by ArXiv / Version released on 2025-04-24 / on (web) Publishing site


LLM Ethics Benchmark: A Three-Dimensional Assessment System for Evaluating Moral Reasoning in Large Language Models / 2505.00853 / ISBN:https://doi.org/10.48550/arXiv.2505.00853 / Published by ArXiv / Version released on 2025-05-01 / on (web) Publishing site


Emotions in the Loop: A Survey of Affective Computing for Emotional Support / 2505.01542 / ISBN:https://doi.org/10.48550/arXiv.2505.01542 / Published by ArXiv / Version released on 2025-05-02 / on (web) Publishing site


WorldView-Bench: A Benchmark for Evaluating Global Cultural Perspectives in Large Language Models / 2505.09595 / ISBN:https://doi.org/10.48550/arXiv.2505.09595 / Published by ArXiv / Version released on 2025-05-14 / on (web) Publishing site


TEDI: Trustworthy and Ethical Dataset Indicators to Analyze and Compare Dataset Documentation / 2505.17841 / ISBN:https://doi.org/10.48550/arXiv.2505.17841 / Published by ArXiv / Version released on 2025-05-23 / on (web) Publishing site


Can we Debias Social Stereotypes in AI-Generated Images? Examining Text-to-Image Outputs and User Perceptions / 2505.20692 / ISBN:https://doi.org/10.48550/arXiv.2505.20692 / Published by ArXiv / Version released on 2025-05-27 / on (web) Publishing site


Social Scientists on the Role of AI in Research / 2506.11255 / ISBN:https://doi.org/10.48550/arXiv.2506.11255 / Published by ArXiv / Version released on 2025-06-12 / on (web) Publishing site


Foundation of Affective Computing and Interaction / 2506.15497 / ISBN:https://doi.org/10.48550/arXiv.2506.15497 / Published by ArXiv / Version released on 2025-06-18 / on (web) Publishing site


Towards the Digital Me: A vision of authentic Conversational Agents powered by personal Human Digital Twins / 2506.23826 / ISBN:https://doi.org/10.48550/arXiv.2506.23826 / Published by ArXiv / Version released on 2025-06-30 / on (web) Publishing site


Strategic Alignment Patterns in National AI Policies / 2507.05400 / ISBN:https://doi.org/10.48550/arXiv.2507.05400 / Published by ArXiv / Version released on 2025-07-07 / on (web) Publishing site


Artificial Intelligence Governance for Businesses / 2011.10672 / ISBN:https://doi.org/10.48550/arXiv.2011.10672 / Published by ArXiv / Version released on 2025-07-16 / on (web) Publishing site


The Evolving Role of Large Language Models in Scientific Innovation: Evaluator, Collaborator, and Scientist / 2507.11810 / ISBN:https://doi.org/10.48550/arXiv.2507.11810 / Published by ArXiv / Version released on 2025-07-16 / on (web) Publishing site


Strategic Motivators for Ethical AI System Development: An Empirical and Holistic Model / 2507.20218 / ISBN:https://doi.org/10.48550/arXiv.2507.20218 / Published by ArXiv / Version released on 2025-07-25 / on (web) Publishing site


Development of management systems using artificial intelligence systems and machine learning methods for boards of directors (preprint, unofficial translation) / 2508.03769 / ISBN:https://doi.org/10.48550/arXiv.2508.03769 / Published by ArXiv / Version released on 2025-08-05 / on (web) Publishing site


PrinciplismQA: A Philosophy-Grounded Approach to Assessing LLM-Human Clinical Medical Ethics Alignment / 2508.05132 / ISBN:https://doi.org/10.48550/arXiv.2508.05132 / Published by ArXiv / Version released on 2026-07-26 / on (web) Publishing site


The AI-Fraud Diamond: A Novel Lens for Auditing Algorithmic Deception / 2508.13984 / ISBN:https://doi.org/10.48550/arXiv.2508.13984 / Published by ArXiv / Version released on 2025-08-19 / on (web) Publishing site


Augmentation Technologies and AI - An Ethical Design Futures Framework / 2508.16615 / ISBN:https://doi.org/10.48550/arXiv.2508.16615 / Published by ArXiv / Version released on 2025-08-13 / on (web) Publishing site


Human-aligned AI Model Cards with Weighted Hierarchy Architecture / 2510.06989 / ISBN:https://doi.org/10.48550/arXiv.2510.06989 / Published by ArXiv / Version released on 2026-04-15 / on (web) Publishing site


FairAIED: Navigating Fairness, Bias, and Ethics in Educational AI Applications / 2407.18745 / ISBN:https://doi.org/10.48550/arXiv.2407.18745 / Published by ArXiv / Version released on 2025-11-02 / on (web) Publishing site


Understanding AI Trustworthiness: A Scoping Review of AIES & FAccT Articles / 2510.21293 / ISBN:https://doi.org/10.48550/arXiv.2510.21293 / Published by ArXiv / Version released on 2025-10-28 / on (web) Publishing site


Justice Lens on Fairness and Ethics Courses in Computing Education: LLM-Assisted Multi-Perspective and Thematic Evaluation / 2510.18931 / ISBN:https://doi.org/10.48550/arXiv.2510.18931 / Published by ArXiv / Version released on 2025-10-21 / on (web) Publishing site


Integration of AI in STEM Education, Addressing Ethical Challenges in K-12 Settings / 2510.19196 / ISBN:https://doi.org/10.48550/arXiv.2510.19196 / Published by ArXiv / Version released on 2025-10-22 / on (web) Publishing site


Cultural Dimensions of Artificial Intelligence Adoption: Empirical Insights for Wave 1 from a Multinational Longitudinal Pilot Study / 2510.19743 / ISBN:https://doi.org/10.48550/arXiv.2510.19743 / Published by ArXiv / Version released on 2025-10-22 / on (web) Publishing site


Designing and Evaluating Malinowski's Lens: An AI-Native Educational Game for Ethnographic Learning / 2511.07682 / ISBN:https://doi.org/10.48550/arXiv.2511.07682 / Published by ArXiv / Version released on 2025-11-10 / on (web) Publishing site


SciSciGPT: Advancing Human-AI Collaboration in the Science of Science / 2504.05559 / ISBN:https://doi.org/10.48550/arXiv.2504.05559 / Published by ArXiv / Version released on 2025-11-27 / on (web) Publishing site


Lean 5.0: A Predictive, Human-AI, and Ethically Grounded Paradigm for Construction Management / 2511.18651 / ISBN:https://doi.org/10.48550/arXiv.2511.18651 / Published by ArXiv / Version released on 2025-11-23 / on (web) Publishing site


Copyright Detection in Large Language Models: An Ethical Approach to Generative AI Development / 2511.20623 / ISBN:https://doi.org/10.48550/arXiv.2511.20623 / Published by ArXiv / Version released on 2025-11-25 / on (web) Publishing site


Decentralized Social Media and Artificial Intelligence in Digital Public Health Monitoring / 2512.04232 / ISBN:https://doi.org/10.48550/arXiv.2512.04232 / Published by ArXiv / Version released on 2025-12-03 / on (web) Publishing site


Ethics Readiness of Artificial Intelligence: A Practical Evaluation Method / 2512.09729 / ISBN:https://doi.org/10.48550/arXiv.2512.09729 / Published by ArXiv / Version released on 2025-12-10 / on (web) Publishing site


Research Integrity and Academic Authority in the Age of Artificial Intelligence: From Discovery to Curation? / 2601.05574 / ISBN:https://doi.org/10.48550/arXiv.2601.05574 / Published by ArXiv / Version released on 2026-01-09 / on (web) Publishing site


Academic journals' AI policies fail to curb the surge in AI-assisted academic writing / 2512.06705 / ISBN:https://doi.org/10.48550/arXiv.2512.06705 / Published by ArXiv / Version released on 2026-01-20 / on (web) Publishing site


Semantic Alignment Between Normative Theories of Ethics and the European Union Artificial Intelligence Act: A Transformer-Based Semantic Textual Similarity Analysis / 2601.13372 / ISBN:https://doi.org/10.48550/arXiv.2601.13372 / Published by ArXiv / Version released on 2026-05-08 / on (web) Publishing site


Futuring Social Assemblages: How Enmeshing AIs into Social Life Challenges the Individual and the Interpersonal / 2602.03958 / ISBN:https://doi.org/10.48550/arXiv.2602.03958 / Published by ArXiv / Version released on 2026-02-03 / on (web) Publishing site


Reliable and Responsible Foundation Models: A Comprehensive Survey / 2602.08145 / ISBN:https://doi.org/10.48550/arXiv.2602.08145 / Published by ArXiv / Version released on 2026-02-04 / on (web) Publishing site


CogniAlign: Survivability-Grounded Multi-Agent Moral Reasoning for Safe and Transparent AI / 2509.13356 / ISBN:https://doi.org/10.48550/arXiv.2509.13356 / Published by ArXiv / Version released on 2026-02-21 / on (web) Publishing site


Dark and Bright Side of Participatory Red-Teaming with Targets of Stereotyping for Eliciting Harmful Behaviors from Large Language Models / 2602.19124 / ISBN:https://doi.org/10.48550/arXiv.2602.19124 / Published by ArXiv / Version released on 2026-02-22 / on (web) Publishing site


Bridging the Gap in the Responsible AI Divides / 2603.14495 / ISBN:https://doi.org/10.48550/arXiv.2603.14495 / Published by ArXiv / Version released on 2026-03-15 / on (web) Publishing site


Ghosting the Machine: Stop Calling Human-Agent Relations Parasocial / 2604.05197 / ISBN:https://doi.org/10.48550/arXiv.2604.05197 / Published by ArXiv / Version released on 2026-04-14 / on (web) Publishing site


Persuade Me if You Can: A Framework for Evaluating Persuasion Effectiveness and Susceptibility Among Large Language Models / 2503.01829 / ISBN:https://doi.org/10.48550/arXiv.2503.01829 / Published by ArXiv / Version released on 2026-05-27 / on (web) Publishing site


Artificial Intelligence, conceptual metaphors and conceptual engineering: Are AI-based framings of human behaviour and cognition successful? / 2504.07756 / ISBN:https://doi.org/10.48550/arXiv.2504.07756 / Published by ArXiv / Version released on 2026-05-18 / on (web) Publishing site


Beyond Binary Moral Judgment: Modeling Ethical Pluralism in AI / 2605.28707 / ISBN:https://doi.org/10.48550/arXiv.2605.28707 / Published by ArXiv / Version released on 2026-05-27 / on (web) Publishing site


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Frankenstein in the Pipeline: Computational Epistemicide in Facial Recognition / 2606.07628 / ISBN:https://doi.org/10.1145/3805689.3812284 / Published by ArXiv / Version released on 2026-05-30 / on (web) Publishing site


Bad company corrupts good morals: Understanding and Measuring Narrative-Induced Moral Reasoning Degradation in LLMs / 2606.28981 / ISBN:https://doi.org/10.48550/arXiv.2606.28981 / Published by ArXiv / Version released on 2026-06-27 / on (web) Publishing site