Emerging studies highlight both the potential and challenges of artificial intelligence (AI) in healthcare. New AI-powered platforms like InfEHR use deep geometric learning to enhance clinical phenotyping from electronic health records, promising improved precision medicine. Simultaneously, critical analyses reveal trust issues surrounding AI in healthcare, emphasizing risks for vulnerable populations. There are also concerns about AI’s psychological impacts, particularly in mental health applications with evolving models like GPT-5.