1. Introduction. – 2. Literature Review on EU policy regarding personal data and health policy in artificial intelligence (AI) management and governance. – 3. Methodology and research methods. – 4. Results and discussions. – 4.1. EU new legal trilogue (2024): Generative AI, European Artificial Intelligence Office (EU AIO) and Council Regulation (EU) 2024/1732. – 4.2. General overview of Artificial Intelligence Act. – 4.3. Ethical AI. – 4.4. Legal areas and high risks AI systems. – 4.5. Medical Devices Regulation and Artificial Intelligence Act: legal and policy considerations. – 4.6. Research and development (R&D) in Artificial Intelligence Act. – 4.7. Latest legal reform and regulations of AI sector: Case-Law in Ukraine (2024) and Republic of Moldova (2024). – 4.7.1. Legal provisions of non-original objects and sui generis right in Law of Ukraine “On Copyright and Related Rights” (2022). – 4.7.2. Scope of application and regulation of AI in the Republic of Moldova (2024). – 4.7.3. Scope of application and regulation of AI in Ukraine (2024). – 5. Conclusions.