This issue of the Singapore Medical Journal explores the clinical applications and challenges of artificial intelligence (AI) in medicine. The articles highlight the potential of AI to improve diagnostic efficiency, such as the study by Jiang et al. on deep learning models for small bowel capsule endoscopy. They also discuss the integration of digital health solutions in emergency medicine and the ethical and social implications of AI in healthcare. The issue emphasizes the need for responsible AI development and use, addressing concerns such as privacy, autonomy, health equity, and the impact on medical practice. Topics include video-based monitoring for Parkinson's patients, the benefits and risks of AI in healthcare delivery, and the concept of individualized digital medicine. The articles stress the importance of ethical oversight in AI implementation to ensure patient safety and effective healthcare delivery. The inaugural International Conference on AI in Medicine, held in August 2023, discussed the future of AI in medicine, focusing on enhancing patient experience, improving outcomes, reducing costs, and promoting health equity. The conference highlighted the potential of AI to advance healthcare objectives, especially in the context of population health. The rapid advancement of AI in medicine and medical education is reshaping pedagogy and residency training. The introduction of AI-assisted and AI-integrated paradigms in medical education addresses challenges such as limited faculty and the need for uniformity in expanding medical knowledge. However, the integration of AI into medical school curricula must be approached cautiously, with a focus on optimizing AI translation while considering best evidence medical education practices and patient safety. The issue concludes with a call for collaboration and careful adaptation to the AI revolution in medicine, ensuring that AI complements rather than replaces human expertise. The authors express gratitude to the guest editors for their contributions to this timely and thought-provoking issue.This issue of the Singapore Medical Journal explores the clinical applications and challenges of artificial intelligence (AI) in medicine. The articles highlight the potential of AI to improve diagnostic efficiency, such as the study by Jiang et al. on deep learning models for small bowel capsule endoscopy. They also discuss the integration of digital health solutions in emergency medicine and the ethical and social implications of AI in healthcare. The issue emphasizes the need for responsible AI development and use, addressing concerns such as privacy, autonomy, health equity, and the impact on medical practice. Topics include video-based monitoring for Parkinson's patients, the benefits and risks of AI in healthcare delivery, and the concept of individualized digital medicine. The articles stress the importance of ethical oversight in AI implementation to ensure patient safety and effective healthcare delivery. The inaugural International Conference on AI in Medicine, held in August 2023, discussed the future of AI in medicine, focusing on enhancing patient experience, improving outcomes, reducing costs, and promoting health equity. The conference highlighted the potential of AI to advance healthcare objectives, especially in the context of population health. The rapid advancement of AI in medicine and medical education is reshaping pedagogy and residency training. The introduction of AI-assisted and AI-integrated paradigms in medical education addresses challenges such as limited faculty and the need for uniformity in expanding medical knowledge. However, the integration of AI into medical school curricula must be approached cautiously, with a focus on optimizing AI translation while considering best evidence medical education practices and patient safety. The issue concludes with a call for collaboration and careful adaptation to the AI revolution in medicine, ensuring that AI complements rather than replaces human expertise. The authors express gratitude to the guest editors for their contributions to this timely and thought-provoking issue.