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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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The AI Index 2022 Annual Report / 2205.03468 / on (web) Publishing site
Report highlights Chapter 1 Reseach and Development Chapter 2 Technical Performance Chapter 3 Technical AI Ethics Chapter 4 The Economy and Education Chapter 5 AI Policy and Governance Appendix
Exciting, Useful, Worrying, Futuristic:
Public Perception of Artificial Intelligence in 8 Countries / 2001.00081 / on (web) Publishing site
1 Introduction 4 Findings
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 6 Threats to validity 9 Appendices
AI Ethics Issues in Real World: Evidence from AI Incident Database / 2206.07635 / on (web) Publishing site
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 7 Threats to Validiity
A Framework for Ethical AI at the United Nations / 2104.12547 / on (web) Publishing site
Introductionn 1. Problems with AI 2. Defining 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 5 Discussion 6 Conclusion References
Beyond Near- and Long-Term: Towards a Clearer Account of Research Priorities in AI Ethics and Society / 2001.04335 / on (web) Publishing site
1 Introduction 4 A Clearer Account of Research Priorities and Disagreements
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
On the Current and Emerging Challenges of Developing Fair and Ethical AI Solutions in Financial Services / 2111.01306 / on (web) Publishing site
1 Introduction 3 Practical Challengesof Ethical AI
A primer on AI ethics via arXiv- focus 2020-2023 / Kaggle / on (web) Publishing site
Section 1: Introduction and concept Section 3: Current trends 2020-2023 Section 4: Considerations and conclusions
What does it mean to be a responsible AI practitioner: An ontology of roles and skills / 2205.03946 / on (web) Publishing site
Abstract 2 Background 3 Methodology 4 Proposed competency framework for responsible AI practitioners Appendix A supplementary material
GPT detectors are biased against non-native English writers / 2304.02819 / on (web) Publishing site
Abstract Introduction Results
Implementing Responsible AI: Tensions and Trade-Offs Between Ethics Aspects / 2304.08275 / on (web) Publishing site
II. Underlying Aspects III. Interactions between Aspects
QB4AIRA: A Question Bank for AI Risk Assessment / 2305.09300 / on (web) Publishing site
1 Introduction 2 The Question Bank: QB4AIRA
A multilevel framework for AI governance / 2307.03198 / on (web) Publishing site
1. Introductioon 4. Corporate Self-Governance 5. AI Literacy and Governance by Citizen 6. Psychology of Trust 9. Virtue Ethics
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
1. Introduction 2. Method 3. Results 4. Discussion and conclusion
The Ethics of AI Value Chains: An Approach for Integrating and Expanding AI Ethics Research, Practice, and Governance / 2307.16787 / on (web) Publishing site
1. Introduction 2. Value Chains 5. Directions for Future Research & Governance References
Perceptions of the Fourth Industrial Revolution and Artificial Intelligence Impact on Society / 2308.02030 / on (web) Publishing site
Literature Review Conclusion
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
2 Clarifying Terminologies of Article-5: Insights from Behavioral Economics and Psychology 3 Enhancing Protection for the General Public and Vulnerable Groups
From Military to Healthcare: Adopting and Expanding Ethical Principles for Generative Artificial Intelligence / 2308.02448 / on (web) Publishing site
Introduction What is Generative Artificial Intelligence? Applications in Military Versus Healthcare Identifying Ethical Concerns and Risks GREAT PLEA Ethical Principles for Generative AI in
Healthcare References
Ethical Considerations and Policy Implications for Large Language Models: Guiding Responsible Development and Deployment / 2308.02678 / on (web) Publishing site
Hallucination Generation-related References
Dual Governance: The intersection of centralized regulation and crowdsourced safety mechanisms for Generative AI / 2308.04448 / on (web) Publishing site
Abstract 2 Background 3 Policy scope 4 Centralized regulation in the US
context 6 The dual governance framework 7 Limitations
Normative Ethics Principles for Responsible AI Systems: Taxonomy and Future Directions / 2208.12616 / on (web) Publishing site
1 Introduction 2 Methodology 3 Taxonomy of ethics principles 4 Previous operationalisation of ethical principles References A Methodology
Bad, mad, and cooked: Moral responsibility for civilian harms in human-AI military teams / 2211.06326 / on (web) Publishing site
Introduction Responsibility in War Computers, Autonomy and Accountability Moral Injury AI Workplace Health and Safety Framework Conclusion
The Future of ChatGPT-enabled Labor Market: A Preliminary Study / 2304.09823 / on (web) Publishing site
2 Results
A Survey of Safety and Trustworthiness of Large Language Models through the Lens of Verification and Validation / 2305.11391 / on (web) Publishing site
Abstract 1 Introduction 2 Large Language Models 3 Vulnerabilities, Attack, and Limitations 5 Falsification and Evaluation 6 Verification 7 Runtime Monitor 9 Discussions Reference
Getting pwn'd by AI: Penetration Testing with Large Language Models / 2308.00121 / on (web) Publishing site
Targeted Data Augmentation for bias mitigation / 2308.11386 / on (web) Publishing site
Abstract 2 Related works 3 Targeted data augmentation 5 Conclusions
AIxArtist: A First-Person Tale of Interacting with Artificial Intelligence to Escape Creative Block / 2308.11424 / on (web) Publishing site
Reflections
Exploring the Power of Creative AI Tools and Game-Based Methodologies for Interactive Web-Based Programming / 2308.11649 / on (web) Publishing site
1 Introduction 2 Advancements in AI and Web-Based Programming 4 Enhancing User Experience through Creative AI Tools 6 Unveiling the Potential: Benefits of Interactive Web-Based
Programming 7 Navigating Constraints: Limitations of Creative AI and
GameBased Techniques 9 Ethical Considerations in Integrating AI and Game Elements 10 Privacy Concerns in Interactive Web-Based Programming for Education 11 Bias Awareness: Navigating AI-Generated Content in Education 12 The Future Landscape: Creative AI Tools and Game-Based
Methodologies in Education 14 Conclusion & Discussion
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 5 Results 6 Discussion
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 II. Methods and training process of LLMs III. Comprehensive review of state-of-the-art LLMs V. Market analysis of LLMs and cross-industry use cases VI. Solution architecture for privacy-aware and trustworthy conversational AI VII. Discussions References 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
2 The evolution of artificial intelligence: from theory to general capabilities 3 Emerging dual-use risks and vulnerabilities in AI systems 6 A pathway for balanced AI innovation 7 Violet teaming to address dual-use risks of AI in biotechnology 8 Macrostrategy for responsible technology trajectories 9 The path forward 10 Supplemental & additional details References
Artificial Intelligence in Career Counseling: A Test Case with ResumAI / 2308.14301 / on (web) Publishing site
3 Methods 4 Results and discussion
Rethinking Machine Ethics -- Can LLMs Perform Moral Reasoning through the Lens of Moral Theories? / 2308.15399 / on (web) Publishing site
Abstract 2 Related works 3 Theory and method 4 Experiment Ethical statement A Details of datasets
The AI Revolution: Opportunities and Challenges for the Finance Sector / 2308.16538 / on (web) Publishing site
Executive summary 1 Introduction 2 Key AI technology in financial services 3 Benefits of AI use in the finance sector 4 Threaths & potential pitfalls 5 Challenges 6 Regulation of AI and regulating through AI References
Ethical Framework for Harnessing the Power of AI in Healthcare and Beyond / 2309.00064 / on (web) Publishing site
Abstract 1 Introduction 3 Bias and fairness 4 Human-centric AI 5 Ethical concerns and value alignment 6 Way forward 7 Conclusion
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
3. ChatGPT Training Process 4. Methods 5. Discussion 6. Conclusion References