Core Insights - The report from GF Securities highlights that the demand for single-node computing density, bandwidth, and low-latency interconnects is rising due to AI training and inference, making the enhancement of single-machine performance a priority for data center investments [1] - The rapid development of Scale up networks is directly driving the demand for Scale up switches, switch chips, interconnect chips, PCBs, and ODMs [1] - The transition from "AI's iPhone moment" to "AI's fission moment" and then to "AI's offensive moment" suggests a focus on core beneficiaries within the industry chain [1] Industry Trends - Scale up has become the core trend for computing power expansion in the AI era, with three main interconnects surrounding GPUs: business network interconnect, Scale out network interconnect, and Scale up network interconnect [1] - Scale up enhances computing density and data access efficiency, with GPU interconnects first focusing on Scale up before Scale out, indicating its importance for future AI scalability [1] Protocol Development - The Scale up protocol is diversifying, with various manufacturers launching self-developed or deeply customized switch chips and interconnect protocols, including PCIe, NVLINK, UALINK, and SUE [2] - There are two main paths for Scale up: high-density single-cabinet GPU solutions and multi-cabinet optical interconnects, with NVIDIA and Google being key representatives in these developments [2] - As GPU interconnects extend beyond single cabinets, optical interconnects are becoming essential for achieving efficient connections, benefiting upstream components like Scale up switches, switch chips, interconnect chips, PCBs, and ODMs [2]

Group 1 - The core viewpoint of the article emphasizes the strategic focus of Aima Technology on the "her economy," targeting female consumers in the two-wheeler market, while the three-wheeler business is expected to contribute additional growth [27][28]. Group 2 - The article outlines a series of upcoming online meetings covering various topics, including the progress of the AI industry in the US, analysis of the current housing sales system, and insights into the global interconnect chip leader, Lanqi Technology [27][28].

Investment Rating - The investment rating for Marvell Technology (MRVL US) is maintained at "Buy" with a target price of $85.20 [7][8]. Core Insights - Marvell has significantly raised its forecast for the global accelerated computing chip market to $349 billion by 2028, an increase of 103%, driven by major cloud computing companies and emerging AI compute builders increasing their data center CAPEX [2]. - The company also revised its forecast for the AI custom chip market to $55.4 billion by 2028, reflecting a 29% increase, with custom chips expected to account for 25% of the AI computing chip market [2]. - Marvell aims to maintain a 20% market share in the data center potential market, which is projected to grow to $94 billion by 2028, up 26% from previous estimates [3]. Summary by Sections Market Potential - The global accelerated computing chip market is expected to reach $349 billion by 2028, with XPU and XPU supporting chips projected to be $221 billion [2]. - The AI custom chip market is anticipated to grow to $55.4 billion by 2028, with a notable increase in the market for custom XPU supporting chips, expected to rise from $6 million in 2023 to $146 million by 2028 [2]. Competitive Advantage - Marvell has established a differentiated advantage in core IP technologies such as Serdes, custom SRAM, and custom HBM, enhancing its competitive position in custom chips and data center interconnect chips [3]. - The company has secured 18 AI custom chip projects, including five XPU projects, indicating strong engagement with major clients for next-generation projects [3]. Financial Projections - Adjusted net profit forecasts for Marvell are $2.53 billion for FY2026, $3.23 billion for FY2027, and $4.02 billion for FY2028, reflecting a robust growth trajectory [4]. - The target price of $85.20 suggests a potential upside from the current closing price of $74.95, indicating a favorable investment opportunity [8].