Google wants your next AI agent running locally on a 16GB laptop

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Google is pitching Gemma 4 12B as a multimodal AI model powerful enough for agentic workflows while still being lightweight enough to run locally on consumer laptops with 16GB of memory. The company’s encoder-free design could make this one of its more interesting AI releases yet.

Surface RTX Spark Dev Box is the coolest Microsoft hardware in years

Surface RTX Spark Dev

Microsoft finally announced a Surface device that feels genuinely exciting again. The new Surface RTX Spark Dev Box combines NVIDIA Blackwell graphics, 128GB unified memory, and local AI development power in a compact desktop design that could appeal to developers, AI researchers, and even Linux enthusiasts.

Microsoft unveils Surface Laptop Ultra with NVIDIA RTX Spark and local AI ambitions

Surface Laptop Ultra

Microsoft has officially unveiled Surface Laptop Ultra, a high-end AI-focused Windows laptop powered by NVIDIA RTX Spark. With up to 128GB unified memory, CUDA support, and the ability to run massive local AI models, Microsoft is clearly betting big on the future of on-device artificial intelligence.

Silicon Motion says AI PCs need a new kind of SSD controller

SM2524XT

Silicon Motion believes AI PCs are about to change what matters most in SSD performance. The company’s new SM2524XT PCIe Gen5 DRAMless controller focuses heavily on random IOPS, low latency, and AI inference workloads instead of just traditional sequential benchmark numbers.

UGREEN wants your private cloud to think for itself with new AI NAS lineup

UGREEN ai Nas

UGREEN is expanding its NAS portfolio with a new AI powered iDX Series that processes data locally. With up to 96 TOPS of compute and 64GB RAM, the company is betting that private cloud storage should not just store your files, but understand them.