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Mar 23
Explainer: Why Nvidia's Groq LPU runs on Samsung silicon— Groq's scale and inference strategy
Nvidia CEO Jensen Huang highlighted at GTC 2026 that AI has shifted from early model training to an era defined by inference and agent computing. To meet growing inference demands, Nvidia integrated its strategic acquisition of Groq and launched the Groq 3 LPU Rack as a token accelerator designed for ultra-low latency inference tasks, with Huang announcing that the LPU chip is manufactured by Samsung Electronics.

Nvidia is expanding its role in artificial intelligence (AI) infrastructure by designing server racks that can accommodate processors from its competitors, according to a report by The Information, citing people familiar with the matter.

Tata Semiconductor Manufacturing's US$735 million loan package could accelerate India's domestic chip ambitions, but it also highlights execution and supply-chain risks for global technology supply chains. Lenders have insisted on brand continuity and majority control over the company while accepting leased land valued at zero as collateral, according to Mint and The Economic Times.
Huawei has officially launched its Ascend 950PR processor and introduced the Atlas 350 AI accelerator card equipped with this chip, marking the commercial debut of its next-generation inference computing platform. At Huawei China Partner Conference 2026, the company showcased the Ascend 950PR AI chip, highlighting that a single Atlas 350 card delivers up to 2.87x the compute power of Nvidia's H20, emphasizing its FP4 low-precision inference capabilities, a rare feature among AI accelerators in the Chinese market.
Taiwanese semiconductor and electronics suppliers face clearer incentives and growing opportunities in India following a budgetary push that prioritizes localized supply chains and higher-value-added segments. The developments could prompt more firms to reassess investment feasibility, though large foundry players have so far remained cautious.
Zeiss is significantly intensifying its investment in Taiwan, positioning the island as a premier global hub for its optical and semiconductor technologies. This strategic shift, marked by the appointment of Henry Cai as the new General Manager of Zeiss Taiwan, signals a move beyond product distribution toward deep-tier research and development collaboration.
Over the past three years, Nvidia founder and CEO Jensen Huang has returned to the same two-axis chart at each annual GTC conference — but the story that chart tells has shifted dramatically, from a technical argument aimed at engineers to a financial argument aimed at CEO and boards of directors. That evolution is not accidental. It is a deliberate, multi-year strategy to elevate Nvidia's compute platform procurement from a line item in an IT budget to a question of corporate competitiveness.
Alibaba Group has been quietly building something big. Over recent years, it has pushed steadily into in-house chip development — moving from design and research all the way to large-scale commercialization, all in a bid to cut reliance on external suppliers.
The upcoming SelectUSA investment summit is approaching, and Taiwanese firms are expected to be a major presence as they seek to integrate more closely with the US market. As the Taiwanese government continues encouraging its companies to "go east" by investing in the US to drive business growth, many firms are eager to seize this opportunity to better understand the American market and how to manage local supply chains.
As semiconductor advanced processes continue to evolve, the factors affecting yield and equipment stability have grown increasingly complex. One long-standing challenge troubling chipmakers such as Samsung Electronics, SK Hynix, and TSMC is wafer wobbling. Korean smart equipment solution provider GSF Solution has introduced a new integrated approach — combining sensing, algorithms, and edge AI — to address the problem.
Power semiconductor design company Inergy Technology expects strong growth momentum in its cooling and power device businesses in 2026, supported by rising demand from artificial intelligence (AI) data centers, with AI server-related products projected to account for 25% of its portfolio.
Chunghwa Precision Test, a supplier of semiconductor testing interfaces, is seeing a surge in demand driven by high-performance computing and mobile application processors, as orders for advanced testing solutions continue to accelerate.