1. Introduction 1.1. Background Information 1.2. Objectives of the Study 1.3. Significance of the Study 2. Overview of Artificial Intelligence 2.1. Definition and Scope 2.2. AI in Media 2.3. Advances in AI Technology 3. Media Landscape in Lebanon and Ghana 3.1. Historical Context 3.2. Current Media Practices 3.3. Key Media Outlets 4. AI in Framing News 4.1. Concept of News Framing 4.2. Role of AI in News Production 4.3. Case Studies 5. Ethical Frameworks 5.1. Overview of Ethical Theories 5.2. Ethical Challenges in AI 5.3. Industry Guidelines 6. Ethical Implications in Lebanese Media 6.1. Case Analysis 6.2. Stakeholder Perspectives 6.3. Regulatory Framework 7. Ethical Implications in Ghanaian Media 7.1. Case Analysis 7.2. Stakeholder Perspectives 7.3. Regulatory Framework 8. Comparative Analysis of Ethical Concerns 8.1. Common Ethical Issues 8.2. Differences in Media Practices 8.3. Cultural Influences on Ethics 9. Conclusion 9.1. Summary of Findings 9.2. Recommendations for Future Research 9.3. Final Thoughts on Ethics in AI
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