[Reflections on a new paradigm for clinical pathology residency training in the era of artificial intelligence]

Clinical pathology, as a core discipline of medical diagnosis, is experiencing unprecedented changes and challenges, with the growing acceptance of artificial intelligence in medicine, especially the introduction of foundation models in pathology. The emergence of these intelligent models will change the workflow of pathology, change the learning and diagnostic mode of pathologists, and also put forward new requirements and provide new paths for the training of clinical pathology residents. In this paper, the current status of the application of artificial intelligence in clinical pathology, its impact on residency training, the construction of the new paradigm, and the future development, will be discussed in this paper.