Nvidia(US:NVDA) EBSCN·2026-03-02 08:45Investment Rating - The report maintains a "Buy" rating for the high-end manufacturing industry, indicating an expected investment return exceeding 15% over the next 6-12 months compared to the market benchmark [5]. Core Insights - The introduction of the Language Processing Unit (LPU) by Nvidia is expected to significantly increase the demand for PCB equipment and drilling needles due to the enhanced requirements for PCB area and materials [2][3]. - The LPU's architecture, which complements GPUs in AI workflows, marks a shift from general computing to specialized inference, indicating a growing market for AI computing power [2]. - The anticipated growth in AI computing demand and the need for low-latency inference will likely extend the industry's prosperity into the PCB equipment sector, creating a high-demand environment for PCB drilling needles and related technologies [4]. Summary by Sections LPU Technology Impact - LPU technology is designed for AI inference with low latency and high bandwidth, achieving a bandwidth of up to 80TB/s and reducing first-word latency to approximately 100 milliseconds, outperforming H100 GPUs by about 10 times in inference speed [2]. - The deployment of multiple LPU units will require significantly larger PCB areas and higher-grade materials, leading to increased consumption of PCB drilling needles [3]. PCB Equipment Demand - The demand for PCB equipment is expected to rise due to the increased area requirements and material upgrades necessitated by LPU technology, with a projected significant increase in PCB drilling needle consumption [3]. - Nvidia's Prefill-Decode Disaggregation technology aims to optimize the deployment of GPUs and LPUs, which will further enhance the requirements for advanced packaging and precision in PCB assembly [3]. Investment Opportunities - The report suggests focusing on key manufacturers in the PCB equipment sector, including: 1. High-precision drilling and exposure equipment manufacturers such as Dazhong CNC, Inno Laser, and Dier Laser [4]. 2. High-precision assembly equipment producers like Kaige Precision and Jintuo Co., Ltd. [4]. 3. High-end PCB drilling needle manufacturers such as Dingtai High-Tech, World, and Sifangda [4]. 4. Advanced plating technology firms like Dongwei Technology [4].