In conclusion, AI compute chips do not directly require optical modules. However, in large-scale, high-speed distributed computing environments, optical modules are essential for fully utilizing the computational power of AI chips. In intelligent computing centers built around large-scale GPU clusters, network bandwidth, latency, and reliability directly determine the efficiency of AI training, big data processing, and other tasks. Understanding their role is key to building efficient, scalable AI systems. The Role of Optical Modules Optical modules are primarily responsible for electrical-to-optical. Nvidia, Broadcom, and Marvell sell optical interface products, with Marvell enjoying a strong lead in 800-gigabit interconnects. LPO (Linear-drive Pluggable Optics), NPO (Near Package Optics), and CPO (Co-Packaged Optics) architectures are becoming core areas of industry focus. Since the rapid growth of ChatGPT by January 2023, the software application developed by OpenAI has won unprecedented attention and favor from users worldwide.