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3.1 When AI Starts Picking Favorites: A Cautionary Tale

3.2 Expert Roundtable: What the Leaders Are Saying

3.3 Checklist: The 12-Point Ethical AI Audit Template

3.4 Regulatory Deep Dive: EU vs. US AI Laws

3.5 Case Study: AI in Healthcare — From Bias to Fairness

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