AI Catapulted Samsung’s Memory Business To New Heights; Now, It’s Pushing The Development Of A 4nm AI Accelerator SoC For PCs To Take On Qualcomm

Omar Sohail
Samsung is re-entering the PC market with its AI accelerator
It'll be 12 years since Samsung re-entered this category / Image credits - Samsung
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  • 0-20%: Unlikely - Lacks credible sources
  • 21-40%: Questionable - Some concerns remain
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RUMOR ASSESSMENT

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Plausible

The AI boom has favored Samsung like no other event, but this phase has also given the Korean giant motivation to challenge competitors it would typically steer clear of. Likely driven by a new confidence wave, a new report states that the Korean giant is now developing an AI accelerator using its 4nm process called “Gaia” and will enter the PC market by taking on Qualcomm and NVIDIA.

Prototypes of Gaia have already been shipped to potential customers, with the possibility that this AI accelerator is paired with Samsung’s next-generation DRAM

Sporting an optimized internal structure for its NPU, Samsung’s AI accelerator will be tailor-made for edge computing. According to Korea Economic Daily, prototypes of Gaia are already being tested by major companies like HP and Lenovo for verification, with mass production expected to begin as early as next year. With the improved 4nm lithography paired with Samsung’s next-generation DRAM technology called PIM (Processing-in-Memory), increased ‘performance per watt’ and increased AI performance of this SoC will be its forte.

Related Story Samsung Going Full Throttle With Exynos SoC Development, As Company Has Three Generations Of Releases Planned To Rid Itself Of Qualcomm

Unlike traditional processors, Gaia is designed for generative AI tasks and can become the cornerstone for powering AI agents and LLMs. It also marks the first time that Samsung has entered the PC market in 14 years. The last time this attempt was made, the chip giant introduced its Exynos range of chipsets to Chromebooks. Sadly, it couldn’t create the necessary dent to stay in competition for long.

However, with the AI boom, Samsung isn’t just benefiting from increased DRAM and NAND prices, but specifically-designed SoCs could be its next calling. In short, Gaia will now take on the likes of Qualcomm’s Snapdragon X2 Elite Extreme and NVIDIA’s RTX Spark, and if successful, Samsung’s LSI division could have a new growth driver.

Entering the AI PC race could create conflicts with NVIDIA and Qualcomm, who are Samsung’s customers

While certain clients and businesses are also rivals in other segments, Samsung should consider its position carefully. After all, its foundry sector only just started gaining momentum thanks to orders from NVIDIA and Qualcomm, and with the Korean titan’s AI accelerator seemingly in development, it could lead to a conflict of interest.

Qualcomm and NVIDIA could easily turn the tables by switching to TSMC as their exclusive foundry, cutting Samsung out of billions in earnings. Fortunately, there’s no confirmation that Gaia has been greenlit to enter mass production, and whatever the company’s plans are for its AI accelerator, we’ll update readers in due time.

News Source: Korea Economic Daily

Omar Sohail Photo

About the author: Omar Sohail is a reporter and analyst for Wccftech's mobile section, specializing in the technology and business of the mobile industry. His expertise lies in the intricate hardware supply chain, covering developments in semiconductor manufacturing, chip lithography, and camera sensor technology.

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