
Insights into the Future of AI Chips from the 'Chip Olympics': Interconnect Bottlenecks Emerge as Packaging Innovation Becomes the Next Battleground

As HBM4 bandwidth approaches its limits and GPU scales continue to expand, bottlenecks in chip-to-chip communication and memory bandwidth are becoming increasingly apparent, driving the rapid convergence of solutions such as optical interconnects, CPO, DWDM, and UCIe. NVIDIA, Broadcom, Marvell, and other vendors have clarified their next-generation data center interconnect roadmaps, while TSMC's aLSI, Intel's UCIe-S, and multiple AI accelerator initiatives are competing around advanced packaging. Overall, computing power growth is increasingly dependent on system-level packaging and interconnect innovation, making packaging the core battlefield for AI chip competition
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