Researchers propose a platform that uses AI to suggest improved surgical paths for novice surgeons during training. The platform is based on a deep convolutional neural network pre-trained with data from various surgeries. It extracts skill characteristics from tool tip motion and develops a reference model to predict an optimal path for the trainee surgeon, resulting in at least a 20% improvement in their movement path while maintaining their intended objective. --- Why it matters: This research matters because it aims to reduce surgical training risks and expenses by automating the training process. The proposed platform could potentially improve the efficiency of surgical training programs, which is crucial for addressing the shortage of skilled surgeons worldwide. Source: https://arxiv.org/abs/2608.21441