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Tag: unfairness

Bibliography items where occurs: 78
Regulation and NLP (RegNLP): Taming Large Language Models / 2310.05553 / ISBN:https://doi.org/10.48550/arXiv.2310.05553 / Published by ArXiv / Version released on 2023-10-09 / 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


Systematic AI Approach for AGI: Addressing Alignment, Energy, and AGI Grand Challenges / 2310.15274 / ISBN:https://doi.org/10.48550/arXiv.2310.15274 / Published by ArXiv / Version released on 2023-10-23 / 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


Kantian Deontology Meets AI Alignment: Towards Morally Grounded Fairness Metrics / 2311.05227 / ISBN:https://doi.org/10.48550/arXiv.2311.05227 / Published by ArXiv / Version released on 2024-02-26 / on (web) Publishing site


Fairness And Bias in Artificial Intelligence: A Brief Survey of Sources, Impacts, And Mitigation Strategies / 2304.07683 / ISBN:https://doi.org/10.48550/arXiv.2304.07683 / Published by ArXiv / Version released on 2023-12-07 / on (web) Publishing site


How Trustworthy are Open-Source LLMs? An Assessment under Malicious Demonstrations Shows their Vulnerabilities / 2311.09447 / ISBN:https://doi.org/10.48550/arXiv.2311.09447 / Published by ArXiv / Version released on 2024-04-02 / on (web) Publishing site


RAISE -- Radiology AI Safety, an End-to-end lifecycle approach / 2311.14570 / ISBN:https://doi.org/10.48550/arXiv.2311.14570 / Published by ArXiv / Version released on 2023-11-24 / on (web) Publishing site


Survey on AI Ethics: A Socio-technical Perspective / 2311.17228 / ISBN:https://doi.org/10.48550/arXiv.2311.17228 / Published by ArXiv / Version released on 2025-11-04 / on (web) Publishing site


Culturally-Attuned Moral Machines: Implicit Learning of Human Value Systems by AI through Inverse Reinforcement Learning / 2312.17479 / ISBN:https://doi.org/10.48550/arXiv.2312.17479 / Published by ArXiv / Version released on 2023-12-29 / on (web) Publishing site


Exploring the Frontiers of LLMs in Psychological Applications: A Comprehensive Review / 2401.01519 / ISBN:https://doi.org/10.48550/arXiv.2401.01519 / Published by ArXiv / Version released on 2025-04-20 / on (web) Publishing site


Towards Responsible AI in Banking: Addressing Bias for Fair Decision-Making / 2401.08691 / ISBN:https://doi.org/10.48550/arXiv.2401.08691 / Published by ArXiv / Version released on 2024-01-13 / on (web) Publishing site


The METRIC-framework for assessing data quality for trustworthy AI in medicine: a systematic review / 2402.13635 / ISBN:https://doi.org/10.48550/arXiv.2402.13635 / Published by ArXiv / Version released on 2024-02-21 / on (web) Publishing site


FATE in MMLA: A Student-Centred Exploration of Fairness, Accountability, Transparency, and Ethics in Multimodal Learning Analytics / 2402.19071 / ISBN:https://doi.org/10.48550/arXiv.2402.19071 / Published by ArXiv / Version released on 2024-02-29 / on (web) Publishing site


Legally Binding but Unfair? Towards Assessing Fairness of Privacy Policies / 2403.08115 / ISBN:https://doi.org/10.48550/arXiv.2403.08115 / Published by ArXiv / Version released on 2024-05-08 / on (web) Publishing site


Evaluation Ethics of LLMs in Legal Domain / 2403.11152 / ISBN:https://doi.org/10.48550/arXiv.2403.11152 / Published by ArXiv / Version released on 2024-03-17 / on (web) Publishing site


Trust in AI: Progress, Challenges, and Future Directions / 2403.14680 / ISBN:https://doi.org/10.48550/arXiv.2403.14680 / Published by ArXiv / Version released on 2024-04-04 / on (web) Publishing site


AI Ethics: A Bibliometric Analysis, Critical Issues, and Key Gaps / 2403.14681 / ISBN:https://doi.org/10.48550/arXiv.2403.14681 / Published by ArXiv / Version released on 2024-03-12 / on (web) Publishing site


The Pursuit of Fairness in Artificial Intelligence Models A Survey / 2403.17333 / ISBN:https://doi.org/10.48550/arXiv.2403.17333 / Published by ArXiv / Version released on 2024-03-26 / on (web) Publishing site


A Critical Survey on Fairness Benefits of Explainable AI / 2310.13007 / ISBN:https://doi.org/10.1145/3630106.3658990 / Published by ArXiv / Version released on 2024-05-07 / 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


Regulating AI-Based Remote Biometric Identification. Investigating the Public Demand for Bans, Audits, and Public Database Registrations / 2401.13605 / ISBN:https://doi.org/10.48550/arXiv.2401.13605 / Published by ArXiv / Version released on 2024-05-06 / on (web) Publishing site


A Survey on Large Language Models for Critical Societal Domains: Finance, Healthcare, and Law / 2405.01769 / ISBN:https://doi.org/10.48550/arXiv.2405.01769 / Published by ArXiv / Version released on 2024-11-21 / on (web) Publishing site


Trustworthy AI-Generative Content in Intelligent 6G Network: Adversarial, Privacy, and Fairness / 2405.05930 / ISBN:https://doi.org/10.48550/arXiv.2405.05930 / Published by ArXiv / Version released on 2024-05-09 / on (web) Publishing site


RAI Guidelines: Method for Generating Responsible AI Guidelines Grounded in Regulations and Usable by (Non-)Technical Roles / 2307.15158 / ISBN:https://doi.org/10.48550/arXiv.2307.15158 / Published by ArXiv / Version released on 2024-06-04 / on (web) Publishing site


The Narrow Depth and Breadth of Corporate Responsible AI Research / 2405.12193 / ISBN:https://doi.org/10.48550/arXiv.2405.12193 / Published by ArXiv / Version released on 2026-01-28 / on (web) Publishing site


Responsible AI for Earth Observation / 2405.20868 / ISBN:https://doi.org/10.48550/arXiv.2405.20868 / Published by ArXiv / Version released on 2024-05-31 / on (web) Publishing site


Evaluating AI fairness in credit scoring with the BRIO tool / 2406.03292 / ISBN:https://doi.org/10.48550/arXiv.2406.03292 / Published by ArXiv / Version released on 2024-06-05 / on (web) Publishing site


An Empirical Design Justice Approach to Identifying Ethical Considerations in the Intersection of Large Language Models and Social Robotics / 2406.06400 / ISBN:https://doi.org/10.48550/arXiv.2406.06400 / Published by ArXiv / Version released on 2024-06-12 / on (web) Publishing site


Justice in Healthcare Artificial Intelligence in Africa / 2406.10653 / ISBN:https://doi.org/10.48550/arXiv.2406.10653 / Published by ArXiv / Version released on 2024-06-15 / on (web) Publishing site


Documenting Ethical Considerations in Open Source AI Models / 2406.18071 / ISBN:https://doi.org/10.48550/arXiv.2406.18071 / Published by ArXiv / Version released on 2024-07-03 / on (web) Publishing site


AI for All: Identifying AI incidents Related to Diversity and Inclusion / 2408.01438 / ISBN:https://doi.org/10.48550/arXiv.2408.01438 / Published by ArXiv / Version released on 2024-07-19 / on (web) Publishing site


The Responsible Foundation Model Development Cheatsheet: A Review of Tools & Resources / 2406.16746 / ISBN:https://doi.org/10.48550/arXiv.2406.16746 / Published by ArXiv / Version released on 2024-09-03 / on (web) Publishing site


Speculations on Uncertainty and Humane Algorithms / 2408.06736 / ISBN:https://doi.org/10.48550/arXiv.2408.06736 / Published by ArXiv / Version released on 2024-08-13 / on (web) Publishing site


Don't Kill the Baby: The Case for AI in Arbitration / 2408.11608 / ISBN:https://doi.org/10.48550/arXiv.2408.11608 / Published by ArXiv / Version released on 2025-03-22 / on (web) Publishing site


Catalog of General Ethical Requirements for AI Certification / 2408.12289 / ISBN:https://doi.org/10.48550/arXiv.2408.12289 / Published by ArXiv / Version released on 2024-11-15 / on (web) Publishing site


Is Generative AI the Next Tactical Cyber Weapon For Threat Actors? Unforeseen Implications of AI Generated Cyber Attacks / 2408.12806 / ISBN:https://doi.org/10.48550/arXiv.2408.12806 / Published by ArXiv / Version released on 2024-08-23 / on (web) Publishing site


Trustworthy and Responsible AI for Human-Centric Autonomous Decision-Making Systems / 2408.15550 / ISBN:https://doi.org/10.48550/arXiv.2408.15550 / Published by ArXiv / Version released on 2024-09-02 / on (web) Publishing site


Navigating LLM Ethics: Advancements, Challenges, and Future Directions / 2406.18841 / ISBN:https://doi.org/10.48550/arXiv.2406.18841 / Published by ArXiv / Version released on 2025-06-15 / 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


Persuasion with Large Language Models: a Survey / 2411.06837 / ISBN:https://doi.org/10.48550/arXiv.2411.06837 / Published by ArXiv / Version released on 2024-11-11 / on (web) Publishing site


Towards a Practical Ethics of Generative AI in Creative Production Processes / 2412.03579 / ISBN:https://doi.org/10.48550/arXiv.2412.03579 / Published by ArXiv / Version released on 2024-11-18 / on (web) Publishing site


Digital Democracy in the Age of Artificial Intelligence / 2412.07791 / ISBN:https://doi.org/10.48550/arXiv.2412.07791 / Published by ArXiv / Version released on 2024-11-26 / on (web) Publishing site


Shaping AI's Impact on Billions of Lives / 2412.02730 / ISBN:https://doi.org/10.48550/arXiv.2412.02730 / Published by ArXiv / Version released on 2024-12-11 / 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


Fairness in Multi-Agent AI: A Unified Framework for Ethical and Equitable Autonomous Systems / 2502.07254 / ISBN:https://doi.org/10.48550/arXiv.2502.07254 / Published by ArXiv / Version released on 2025-02-11 / on (web) Publishing site


Multi-Agent Risks from Advanced AI / 2502.14143 / ISBN:https://doi.org/10.48550/arXiv.2502.14143 / Published by ArXiv / Version released on 2025-02-19 / on (web) Publishing site


Can AI Model the Complexities of Human Moral Decision-Making? A Qualitative Study of Kidney Allocation Decisions / 2503.00940 / ISBN:https://doi.org/10.48550/arXiv.2503.00940 / Published by ArXiv / Version released on 2025-03-02 / on (web) Publishing site


Ethical Implications of AI in Data Collection: Balancing Innovation with Privacy / 2503.14539 / ISBN:https://doi.org/10.48550/arXiv.2503.14539 / Published by ArXiv / Version released on 2025-03-17 / on (web) Publishing site


BEATS: Bias Evaluation and Assessment Test Suite for Large Language Models / 2503.24310 / ISBN:https://doi.org/10.48550/arXiv.2503.24310 / Published by ArXiv / Version released on 2025-03-31 / 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


A Design Framework for operationalizing Trustworthy Artificial Intelligence in Healthcare: Requirements, Tradeoffs and Challenges for its Clinical Adoption / 2504.19179 / ISBN:https://doi.org/10.48550/arXiv.2504.19179 / Published by ArXiv / Version released on 2025-04-27 / on (web) Publishing site


Beyond Individual UX: Defining Group Experience(GX) as a New Paradigm for Group-centered AI / 2505.12780 / ISBN:https://doi.org/10.48550/arXiv.2505.12780 / Published by ArXiv / Version released on 2025-05-19 / on (web) Publishing site


Aligning Trustworthy AI with Democracy: A Dual Taxonomy of Opportunities and Risks / 2505.13565 / ISBN:https://doi.org/10.48550/arXiv.2505.13565 / Published by ArXiv / Version released on 2026-01-13 / on (web) Publishing site


Kaleidoscope Gallery: Exploring Ethics and Generative AI Through Art / 2505.14758 / ISBN:https://doi.org/10.48550/arXiv.2505.14758 / Published by ArXiv / Version released on 2025-05-20 / on (web) Publishing site


AI Literacy for Legal AI Systems: A practical approach / 2505.18006 / ISBN:https://doi.org/10.48550/arXiv.2505.18006 / Published by ArXiv / Version released on 2025-05-23 / on (web) Publishing site


Opacity as a Feature, Not a Flaw: The LoBOX Governance Ethic for Role-Sensitive Explainability and Institutional Trust in AI / 2505.20304 / ISBN:https://doi.org/10.48550/arXiv.2505.20304 / Published by ArXiv / Version released on 2025-05-18 / on (web) Publishing site


Locating Risk: Task Designers and the Challenge of Risk Disclosure in RAI Content Work / 2505.24246 / ISBN:https://doi.org/10.48550/arXiv.2505.24246 / Published by ArXiv / Version released on 2025-09-30 / on (web) Publishing site


Regulating Next-Generation Implantable Brain-Computer Interfaces: Recommendations for Ethical Development and Implementation / 2506.12540 / ISBN:https://doi.org/10.48550/arXiv.2506.12540 / Published by ArXiv / Version released on 2025-07-21 / on (web) Publishing site


Making the Right Thing: Bridging HCI and Responsible AI in Early-Stage AI Concept Selection / 2506.17494 / ISBN:https://doi.org/10.48550/arXiv.2506.17494 / Published by ArXiv / Version released on 2025-06-20 / on (web) Publishing site


On the Surprising Efficacy of LLMs for Penetration-Testing / 2507.00829 / ISBN:https://doi.org/10.48550/arXiv.2507.00829 / Published by ArXiv / Version released on 2025-07-01 / on (web) Publishing site


AI Human Impact: Toward a Model for Ethical Investing in AI-Intensive Companies / 2507.07703 / ISBN:https://doi.org/10.48550/arXiv.2507.07703 / Published by ArXiv / Version released on 2025-07-10 / on (web) Publishing site


Advances in LLMs with Focus on Reasoning, Adaptability, Efficiency and Ethics / 2506.12365 / ISBN:https://doi.org/10.48550/arXiv.2506.12365 / Published by ArXiv / Version released on 2025-07-31 / on (web) Publishing site


Multi-Agent LLMs as Ethics Advocates for AI-Based Systems / 2507.08392 / ISBN:https://doi.org/10.48550/arXiv.2507.08392 / Published by ArXiv / Version released on 2025-08-26 / 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


Advancing Responsible Innovation in Agentic AI: A study of Ethical Frameworks for Household Automation / 2507.15901 / ISBN:https://doi.org/10.48550/arXiv.2507.15901 / Published by ArXiv / Version released on 2025-07-21 / on (web) Publishing site


EthicAlly: a Prototype for AI-Powered Research Ethics Support for the Social Sciences and Humanities / 2508.00856 / ISBN:https://doi.org/10.48550/arXiv.2508.00856 / Published by ArXiv / Version released on 2025-07-15 / on (web) Publishing site


A Methodological Framework and Questionnaire for Investigating Perceived Algorithmic Fairness / 2508.05281 / ISBN:https://doi.org/10.48550/arXiv.2508.05281 / Published by ArXiv / Version released on 2025-08-07 / on (web) Publishing site


The Fair Game: Auditing & Debiasing AI Algorithms Over Time / 2508.06443 / ISBN:https://doi.org/10.48550/arXiv.2508.06443 / Published by ArXiv / Version released on 2025-08-08 / on (web) Publishing site


The User-first Approach to AI Ethics: Preferences for Ethical Principles in AI Systems across Cultures and Contexts / 2508.11327 / ISBN:https://doi.org/10.48550/arXiv.2508.11327 / Published by ArXiv / Version released on 2025-09-17 / on (web) Publishing site


Logging Requirement for Continuous Auditing of Responsible Machine Learning-based Applications / 2508.17851 / ISBN:https://doi.org/10.48550/arXiv.2508.17851 / Published by ArXiv / Version released on 2025-08-25 / on (web) Publishing site


A five-layer framework for AI governance: integrating regulation, standards, and certification / 2509.11332 / ISBN:https://doi.org/10.48550/arXiv.2509.11332 / Published by ArXiv / Version released on 2025-09-14 / on (web) Publishing site


Perceptions of AI Across Sectors: A Comparative Review of Public Attitudes / 2509.18233 / ISBN:https://doi.org/10.48550/arXiv.2509.18233 / Published by ArXiv / Version released on 2025-09-22 / on (web) Publishing site


An Analysis of the New EU AI Act and A Proposed Standardization Framework for Machine Learning Fairness / 2510.01281 / ISBN:https://doi.org/10.48550/arXiv.2510.01281 / Published by ArXiv / Version released on 2025-09-30 / 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


Fully Autonomous AI Agents Should Not be Developed / 2502.02649 / ISBN:https://doi.org/10.48550/arXiv.2502.02649 / Published by ArXiv / Version released on 2025-10-20 / on (web) Publishing site


The Scales of Justitia: A Comprehensive Survey on Safety Evaluation of LLMs / 2506.11094 / ISBN:https://doi.org/10.48550/arXiv.2506.11094 / Published by ArXiv / Version released on 2025-10-30 / on (web) Publishing site


How Can AI Augment Access to Justice? Public Defenders' Perspectives on AI Adoption / 2510.22933 / ISBN:https://doi.org/10.48550/arXiv.2510.22933 / Published by ArXiv / Version released on 2025-10-27 / on (web) Publishing site