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AMD's Lemonade SDK For Local AI Adds NVIDIA CUDA Support Written by Michael Larabel in AMD on 10 June 2026 at 12:25 PM EDT. Add A Comment Lemonade, the local AI server solution developed by AMD that is designed to work across their CPUs, GPUs, and NPUs, is out with a new version today that also adds NVIDIA CUDA support. THe Lemonade SDK provides local AI server capabilities in an API-compliant ma

NVIDIA Accelerates Google DeepMind’s DiffusionGemma for Local AI The new Diffusion Gemma open model generates text in parallel — not one token at a time — and is optimized to run on the NVIDIA RTX PRO platform, NVIDIA DGX Spark systems and GeForce RTX GPUs. June 10, 2026 by Michael Fukuyama 0 Share Today, Google DeepMind released DiffusionGemma — an experimental open model built for exceptional

Apple's M5 Pro signals a broader shift in laptop processors, with implications for global device makers, developers, and AI users. A teardown suggests Apple is combining chiplet-style packaging, higher memory bandwidth, and GPU-based AI acceleration to strengthen on-device computing while reshaping how premium PCs approach local AI workloads.

At Computex, Dell and Acer both introduced systems starting with 8GB of RAM to compete with the MacBook Neo, following a rush to 16GB systems in the last two years to bolster local AI.

The rise of autonomous, long-running AI agents has introduced a new class of compute demand, namely tasks that maintain large context windows, spawn concurrent subagents, and iterate continuously without cloud dependency. Security and privacy concerns are also accelerating the shift toward local agents.  Developers, by running autonomous agents on hardware they own with NVIDIA NemoClaw orchestrat

AI: Nvidia & Microsoft focus on local AI computers. AI-RTZ #1104 ...bridging its AI 'mainframes' to local AI 'RTX Spark' computers MICHAEL PAREKH JUN 01, 2026 2 Share Nvidia founder/CEO Jensen Huang kicked off its GTC 2026 Computex show in Taipei, Taiwan with a keynote again. Last year he outlined his clockwork like AI Infrastructure roadmap from Blackwell to Vera Rubin to Feynman and beyond. A

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An Nvidia-powered Arm PC running Windows could inspire new local AI experiences beyond Copilot+.