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In the contemporary digital landscape, AI systems navigate intricate data regulations such as the European Union’s GDPR and the US’s CCPA. The chapter discusses these regulations, highlighting their main tenets and the critical role they play in shaping ethical and transparent AI data management practices. Readers will gain insights into the core principles of these regulations, their implications for AI, and the vital strategies for ensuring compliance. By adhering to these regulations, organizations can bolster trust, fortify their AI systems’ efficacy, and avert potential legal and reputational pitfalls.