Delve into the transformative realm of meta-learning, where AI models are trained to learn how to learn, transcending traditional data limitations. Explore recent advancements in few-shot learning, transfer learning, and model-agnostic meta-learning, unveiling the potential for agile, adaptive AI systems across diverse domains.