According to Andrew Ng, a new course on how Transformer LLMs work has been announced, created in collaboration with Jay Alammar and Maarten Gr, co-authors of 'Hands-On Large Language Models'. This course provides an in-depth exploration of the transformer architecture, which is crucial for understanding the technology behind large language models.