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You are now here: AI Ethics Primer - search within the bibliography - version 0.3 of 2023-08-13
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Ethics of AI: A Systematic Literature Review of Principles and Challenges / 2109.07906 / on (web) Publishing site
1 Introduction 2 Background 3 Research Method 5 Detail results and analysis 7 Conclusions and future directions References
AI Ethics Issues in Real World: Evidence from AI Incident Database / 2206.07635 / on (web) Publishing site
1Introduction 2 Related Work 4 Results 5 Discussion
The Different Faces of AI Ethics Across the World: A Principle-Implementation Gap Analysis / 2206.03225 / on (web) Publishing site
1 Introduction 5 Evaluation of Ethical Principle Implementations 6 Gap Mitigation References
A Framework for Ethical AI at the United Nations / 2104.12547 / on (web) Publishing site
1. Problems with AI 2. Defining ethical AI 3. Implementing ethical AI
Worldwide AI Ethics: a review of 200 guidelines and recommendations for AI governance / 2206.11922 / on (web) Publishing site
2 Related Work 3 Methodology 4 Results References
ESR: Ethics and Society Review of Artificial Intelligence Research / 2106.11521 / on (web) Publishing site
Abstract 1 Introduction 2 Related Work 3 The ESR Process 4 Deployment and Evaluation 5 Discussion A Appendix: Interview Protocol References
On the Current and Emerging Challenges of Developing Fair and Ethical AI Solutions in Financial Services / 2111.01306 / on (web) Publishing site
Abstract 3 Practical Challengesof Ethical AI 4 Conclusions & Outlook References
A primer on AI ethics via arXiv- focus 2020-2023 / Kaggle / on (web) Publishing site
Section 2: History and prospective Section 3: Current trends 2020-2023 Section 4: Considerations and conclusions Appendix B: Data and charts from arXiv
What does it mean to be a responsible AI practitioner: An ontology of roles and skills / 2205.03946 / on (web) Publishing site
Abstract 1 Introduction 2 Background 4 Proposed competency framework for responsible AI practitioners 5 Discussion References
GPT detectors are biased against non-native English writers / 2304.02819 / on (web) Publishing site
Results Discussion Materials and Methods
Implementing Responsible AI: Tensions and Trade-Offs Between Ethics Aspects / 2304.08275 / on (web) Publishing site
Abstract I. Introduction II. Underlying Aspects III. Interactions between Aspects IV. Concluding Remarks References
QB4AIRA: A Question Bank for AI Risk Assessment / 2305.09300 / on (web) Publishing site
2 The Question Bank: QB4AIRA 3 Evaluation 4 Conclusion References
A multilevel framework for AI governance / 2307.03198 / on (web) Publishing site
2. A Multilevel Approach to AI Governance for Trust-Enhancing Practices 4. Corporate Self-Governance 6. Psychology of Trust 7. Propensity to Trust References
From OECD to India: Exploring cross-cultural differences in perceived trust, responsibility and reliance of AI and human experts / 2307.15452 / on (web) Publishing site
The Ethics of AI Value Chains: An Approach for Integrating and Expanding AI Ethics Research, Practice, and Governance / 2307.16787 / on (web) Publishing site
Abstract 1. Introduction 2. Value Chains 4. Ethical Implications of AI Value Chains 5. Directions for Future Research & Governance References
Regulating AI manipulation: Applying Insights from behavioral economics and psychology to enhance the practicality of the EU AI Act / 2308.02041 / on (web) Publishing site
Abstract 2 Clarifying Terminologies of Article-5: Insights from Behavioral Economics and Psychology 3 Enhancing Protection for the General Public and Vulnerable Groups 4 Conclusion References
From Military to Healthcare: Adopting and Expanding Ethical Principles for Generative Artificial Intelligence / 2308.02448 / on (web) Publishing site
Abstract What is Generative Artificial Intelligence? Applications in Military Versus Healthcare GREAT PLEA Ethical Principles for Generative AI in
Healthcare Conclusion Acknowledgements Author Information References
Ethical Considerations and Policy Implications for Large Language Models: Guiding Responsible Development and Deployment / 2308.02678 / on (web) Publishing site
Introduction Image-related
Dual Governance: The intersection of centralized regulation and crowdsourced safety mechanisms for Generative AI / 2308.04448 / on (web) Publishing site
7 Limitations
Normative Ethics Principles for Responsible AI Systems: Taxonomy and Future Directions / 2208.12616 / on (web) Publishing site
1 Introduction 3 Taxonomy of ethics principles 4 Previous operationalisation of ethical principles References
Bad, mad, and cooked: Moral responsibility for civilian harms in human-AI military teams / 2211.06326 / on (web) Publishing site
Abstract Introduction Responsibility in War Computers, Autonomy and Accountability Moral Injury Human Factors AI Workplace Health and Safety Framework References
The Future of ChatGPT-enabled Labor Market: A Preliminary Study / 2304.09823 / on (web) Publishing site
1 Introduction 2 Results 3 Discussion
A Survey of Safety and Trustworthiness of Large Language Models through the Lens of Verification and Validation / 2305.11391 / on (web) Publishing site
1 Introduction 2 Large Language Models 3 Vulnerabilities, Attack, and Limitations 5 Falsification and Evaluation 6 Verification 7 Runtime Monitor 8 Regulations and Ethical Use 9 Discussions Reference
Getting pwn'd by AI: Penetration Testing with Large Language Models / 2308.00121 / on (web) Publishing site
1 Introduction References
Artificial Intelligence across Europe: A Study on Awareness, Attitude and Trust / 2308.09979 / on (web) Publishing site
Targeted Data Augmentation for bias mitigation / 2308.11386 / on (web) Publishing site
1 Introduction 3 Targeted data augmentation 4 Experiments
AIxArtist: A First-Person Tale of Interacting with Artificial Intelligence to Escape Creative Block / 2308.11424 / on (web) Publishing site
Abstract Introduction Case study Reflections References
Exploring the Power of Creative AI Tools and Game-Based Methodologies for Interactive Web-Based Programming / 2308.11649 / on (web) Publishing site
2 Advancements in AI and Web-Based Programming 3 Emergence of Creative AI Tools and Game-Based Methodologies 4 Enhancing User Experience through Creative AI Tools 5 Engaging Web-Based Programming with Game-Based Approaches 6 Unveiling the Potential: Benefits of Interactive Web-Based
Programming 7 Navigating Constraints: Limitations of Creative AI and
GameBased Techniques 8 Real-World Applications: Showcasing Innovative
Implementations 9 Ethical Considerations in Integrating AI and Game Elements 11 Bias Awareness: Navigating AI-Generated Content in Education 12 The Future Landscape: Creative AI Tools and Game-Based
Methodologies in Education 13 Case Study Example: Learning Success with Creative AI and
Game-Based Techniques References
Collect, Measure, Repeat: Reliability Factors for Responsible AI Data Collection / 2308.12885 / on (web) Publishing site
Abstract 1 Introduction 2 Related Work on Data Excellence 4 Published Annotation Tasks and Datasets 6 Discussion 7 Conclusions References
Building Trust in Conversational AI: A Comprehensive Review and Solution Architecture for Explainable, Privacy-Aware Systems using LLMs and Knowledge Graph / 2308.13534 / on (web) Publishing site
I. Introduction III. Comprehensive review of state-of-the-art LLMs IV. Applied and technology implications for LLMs V. Market analysis of LLMs and cross-industry use cases VI. Solution architecture for privacy-aware and trustworthy conversational AI VII. Discussions Appendix A industry-wide LLM usecases
The Promise and Peril of Artificial Intelligence -- Violet Teaming Offers a Balanced Path Forward / 2308.14253 / on (web) Publishing site
Abstract 1 Introduction 4 Integrating red teaming, blue teaming, and ethics with violet teaming 6 A pathway for balanced AI innovation 7 Violet teaming to address dual-use risks of AI in biotechnology 9 The path forward 10 Supplemental & additional details References
Rethinking Machine Ethics -- Can LLMs Perform Moral Reasoning through the Lens of Moral Theories? / 2308.15399 / on (web) Publishing site
1 Introduction
The AI Revolution: Opportunities and Challenges for the Finance Sector / 2308.16538 / on (web) Publishing site
3 Benefits of AI use in the finance sector 5 Challenges 6 Regulation of AI and regulating through AI 7 Recommendations References
Ethical Framework for Harnessing the Power of AI in Healthcare and Beyond / 2309.00064 / on (web) Publishing site
1 Introduction 3 Bias and fairness 4 Human-centric AI 5 Ethical concerns and value alignment 6 Way forward 7 Conclusion References
The Impact of Artificial Intelligence on the Evolution of Digital Education: A Comparative Study of OpenAI Text Generation Tools including ChatGPT, Bing Chat, Bard, and Ernie / 2309.02029 / on (web) Publishing site
2. Related work 3. ChatGPT Training Process 5. Discussion Funding References