<p>Description of the participants.</p>

Medical and nursing students widely use ChatGPT and other artificial intelligence (AI) for their educational and learning needs. However, there are concerns of misuse and abuse of AI tools in medical education. We explored the experiences of medical students with the use of ChatGPT and other AI tools in education. This was a qualitative descriptive study to explore experiences of medical students, including students of Bachelor of Medicine and Surgery, Bachelor of Science in Nursing, and Bachelor of Science in Anaethesia at Busitema University in Uganda. We conducted five focus group discussions comprising 8–10 participants and 7 in-depth interviews. Participants were purposively selected across the three programs and were spread across the different years of study. Data were analyzed using thematic analysis with the aid of Atlas ti.9 software. Four themes were identified: 1) experiences of students with the use of AI; 2) perceived benefits of AI tools; 3) concerns regarding AI use; and 4) recommendations for responsible AI use. Students noted experiences with using AI as an initial source of information, while some used it as a last resort or concurrently with other traditional sources of information. AI was used for various learning needs, including preparing for tutorials and examinations, writing research proposals, and answering examination questions. Perceived benefits included enhanced learning, readily access to accurate and simplified information, saves time, provides immediate feedback, and improving scholarly writing and preparation for examinations. Students’ concerns with AI use included questionable accuracy, credibility, unreliability, inherent AI limitations, and problems arising from over-reliance on AI. Modifying examinations and assessments, changing attitude towards AI use, and using other resources alongside AI were recommended to result in responsible AI use. Participants had positive perceptions about the use of AI but also expressed fears regarding its use in medical education. Structured curricula, formal policies, and guidelines are needed to adequately prepare medical students for the integration of AI in medical education.