Samsung Developing Dedicated AI Chip for PCs, HP and Lenovo Reportedly Testing Prototypes

The chip, codenamed GAIA, is a memory-centric accelerator designed to challenge Intel, AMD, and Qualcomm in the burgeoning AI PC market.

Nguyen Hoai Minh

23 days ago2 min

TechSpot

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Samsung is reportedly jumping back into the PC chip game with GAIA, a dedicated AI accelerator that could put the company on a collision course with Intel, AMD, and Qualcomm. According to multiple reports from Korea, electronics giants HP and Lenovo are already testing prototypes.

The new chip is being developed by Samsung's LSI division—the same team behind the Exynos mobile processors. If successful, this initiative could finally place Samsung's own silicon inside its Galaxy Book laptops and potentially those of other major manufacturers.

GAIA: A New Approach to PC AI

Unlike the integrated Neural Processing Units (NPUs) found in current chips, GAIA is designed as a dedicated companion processor. Built on a 4nm-class process, its primary goal is to offload demanding on-device generative AI workloads from the main CPU and GPU.

GAIA's real trick appears to be its "memory-centric" architecture. Samsung is designing the chip to place computation extremely close to memory, a strategy intended to crush data bottlenecks. This design is a natural fit for the company's long-developing Processing-in-Memory (PIM) technology, which performs computations directly inside the DRAM.

PIM has struggled to find a commercial application, but a dedicated NPU built from the ground up to leverage it could be the breakthrough Samsung needs. This uniquely positions the company to pair its custom AI logic with its own advanced memory, a vertical integration competitors can't easily match. It could also complement new memory like the LPDDR6 mobile DRAM chip it's developing.

Market Re-entry and Industry Implications

This marks Samsung's first serious shot at PC silicon since its Exynos-powered Chromebooks were discontinued back in 2014. Since then, its own laptops, including the latest Samsung Galaxy Book5 Edge 5G, have relied on chips from Intel and Qualcomm.

Reports suggest prototypes are already with HP in the US and Lenovo in China for performance validation. Mass production could begin as early as 2027, with the first GAIA-powered devices potentially arriving in late 2027 or early 2028.

Competing directly with its own customers in the burgeoning AI PC space could complicate relationships. Samsung's foundry business already produces chips for rivals like Nvidia and Qualcomm, even as it strengthens ties with others, such as the reported deal for Intel to use Samsung's 8nm foundry.

Samsung is betting that future on-device AI will require more power than today's integrated NPUs can provide.

For now, no performance metrics, power figures, or architectural details for GAIA are available. This makes it impossible to compare its potential against existing solutions from AMD, Intel, or Qualcomm.

Samsung Developing Dedicated AI Chip for PCs, HP and Lenovo Reportedly Testing Prototypes

GAIA: A New Approach to PC AI

Market Re-entry and Industry Implications

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Samsung Developing Dedicated AI Chip for PCs, HP and Lenovo Reportedly Testing Prototypes

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Market Re-entry and Industry Implications

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Samsung Developing Dedicated AI Chip for PCs, HP and Lenovo Reportedly Testing Prototypes

GAIA: A New Approach to PC AI

Market Re-entry and Industry Implications

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Samsung Developing Dedicated AI Chip for PCs, HP and Lenovo Reportedly Testing Prototypes

GAIA: A New Approach to PC AI

Market Re-entry and Industry Implications

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