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Artificial Intelligence (AI) has been widely adopted by industries around the world to improve efficiency, productivity, and decision-making. AI has been particularly beneficial in the healthcare sector, with improvements in medical diagnoses, mental health assessments, and faster treatment discoveries. However, the use of AI in healthcare poses a risk to privacy and compliance with regulatory frameworks such as HIPAA. This article discusses protocols to ensure AI systems remain compliant with HIPAA and maintain patient trust. AI is an umbrella term that encompasses a variety of technologies, including machine learning, which is a type of AI application that automatically learns from data.