In the following section, some of the key components of the ARCANA framework are explained to underscore their contribution to the overall efficacy and reliability of the model. This includes an exploration of attention mechanisms, a teacher forcing scheduler, methods to quantify predictive uncertainty, a strategic early stopping protocol, a training procedure, and evaluation metrics.