Optical modules convert electrical signals into light to move data quickly and reliably in AI systems, enabling fast and smooth data processing. High performance electro-optical systems optimised with mission specific capabilities. Optical modules. However, LLMs are considered to be general-purpose models for NLP tasks, which may encounter challenges when applied to complex tasks in specialized fields such as optical networks. In this study, we propose a framework of LLM-empowered optical networks, facilitating intelligent control of the. Autonomous driving stacks are basically a high-speed rumor mill: cameras, LiDAR, radar, and compute all need to talk, fast, and without drama. You will. First Demonstration of Autonomous Fault Diagnosis with AI-Embedded Optical Modules in Passive WDM Systems for Front-Haul Network Xinyu Chen, Zixi Liu, Liuyan Han, Yuan Yuan, Ke Wang, Dechao Zhang, and Han Li X.