Generative AI's increasing reliance on large datasets raises privacy concerns globally. Key jurisdictions, including China, the EU, and the GCC, emphasize compliance with privacy laws, user consent, and data protection. Best practices involve data minimization, transparency, and risk assessments for AI applications.