1. Introduction 1.1 Background and Context 1.2 Research Objectives 1.3 Methodology 1.4 Significance of the Study 2. Historical Perspective on Warfare 2.1 Evolution of Warfare Technologies 2.2 The Role of AI in Recent Conflicts 2.3 Transition to Autonomous Systems 2.4 Case Studies in Autonomous Warfare 3. Philosophical Foundations 3.1 Definition of Ethics in Warfare 3.2 Theories of Just War 3.3 Ethical Frameworks in Philosophy 4. AI Technologies in Warfare 4.1 Current AI Capabilities 4.2 Development of Autonomous Weapons 4.3 Future Trends in Military AI 4.4 Limitations of AI in Warfare 5. Ethical Implications of AI 5.1 Decision-Making in Autonomous Systems 5.2 Accountability and Responsibility 5.3 Human Rights Considerations 5.4 Potential for Error and Malfunction 6. International Law and Regulation 6.1 Existing Legal Frameworks 6.2 Proposed Regulations for AI Warfare 6.3 Global Perspectives and Challenges 7. The Role of Human Oversight 7.1 Human-Machine Collaboration 7.2 Ensuring Ethical Compliance 7.3 Case Studies of Human Oversight 8. Conclusion and Recommendations 8.1 Summary of Findings 8.2 Ethical Guidelines for AI Deployment 8.3 Future Research Directions 8.4 Final Thoughts on AI in Warfare
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