Research Insight: System-level design, energy efficiency, and TCO drive AI hardware competition

Digitimes
By Jingyue HsiaoJan 17, 2026, 10:16 am113 pts
AMD introduced its Helios system platform at CES 2026, marking a significant move in cloud AI computing competition from traditional single-chip performance to full rack-scale solutions. This development follows Nvidia's GB200 NVL series release and Google's TPU-based rack product plans disclosed by Broadcom,…

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