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With agents running 24 hours a day, seven days a week on increasingly complex tasks, efficient local compute matters even more. NVIDIA has collaborated with the open source community to enhance the top inference backends for agents, llama.cpp and vLLM. llama.cpp now delivers 2x performance on Qwen 3.5 and 3.6 27B dense models, and 1.6x performance on Qwen 3.5 and 3.6 35B mixture-of-expert (MoE) models. The following two techniques make this possible: Multi-Token Prediction (MTP): An advanced speculative decoding technique, where a smaller draft model proposes several tokens ahead that the targ
Build Personal AI Agents on Windows PCs with New Tools from Microsoft and NVIDIA | NVIDIA Technical BlogOne popular way to run AI locally has been to use multiple GPUs to access more memory and compute. While cloud frameworks like vLLM are well optimized for multiple GPUs thanks to their use in data centers, PC frameworks like llama.cpp and the ComfyUI implementation in PyTorch are not optimized for it. To solve this challenge, NVIDIA has collaborated with both llama.cpp and ComfyUI to enhance performance for RTX PCs with two equivalent GPUs. This enables you to run larger models and use the compute of both GPUs for better performance. llama.cpp now supports tensor parallelism (TP), fully utiliz
Build Personal AI Agents on Windows PCs with New Tools from Microsoft and NVIDIA | NVIDIA Technical Blog… NVIDIA's CEO, Jensen Huang, described the new platform as the end of 40 years of traditional computing in how users interact with PCs. At NVIDIA GTC Taipei , Team Green unveiled RTX Spark, a new superchip designed to transform Windows PCs into AI teammates. …
… Intelligent Edge Platforms Powering AI Innovation HP is also unveiling a new class of developer PCs for the agentic AI era: systems designed not just to use AI, but to help developers build it. …
… "Paired with our strategy of embedding the Stream Deck platform across a growing range of peripherals, Corsair offers one of the most valuable action layers for AI on the market today." Initial launch partners include NVIDIA Project G-Assist, the on-device AI assistant for GeForce RTX PCs, and Aitu… …
… NVIDIA and Microsoft don’t believe the next big upgrade for the PC is a faster keyboard shortcut or a redesigned app. They think AI agents that can do things for you will be the future of computing. At GTC Taipei, NVIDIA announced a new AI superchip for Windows PCs called RTX Spark. …
Agentic AI / Generative AI Build Personal AI Agents on Windows PCs with New Tools from Microsoft and NVIDIA Turnkey agent sandboxing on native Windows is now available, plus 2x faster agentic inference, new agent apps, and more Jun 02, 2026 By Annamalai Chockalingam and Gerardo Delgado Discuss 0 Di… …
… Top agentic and AI developer workloads like GitHub Copilot, Claude Code, ComfyUI, Cursor and more now run across all modern PC silicon – making Windows the ideal platform for AI-assisted development, or for leveraging the power of the GPU to train, optimize and evaluate models. …
… Media Contacts Raymond Deplazes Director Tech & Product Comms raymond.deplazes@arm.com Related Blog Mar 24, 2026 Announcing Arm AGI CPU: The silicon foundation for the agentic AI cloud era Mohamed Awad, Executive Vice President, Cloud AI Business Unit, Arm Podcast May 19, 2026 Inside Arm’s AGI CPU:… …
… Similar News Stories NVIDIA and Microsoft team up to bring secure on-device AI agents to Windows PCs Microsoft's vision for Windows in 2030 doesn't include a keyboard and mouse Meta to start recording employee mouse and keyboard actions for AI Microsoft exec says the future of Windows is AI agents … …
… With Microsoft Foundry on Windows, local AI is no longer a compromise – it is a platform for breakthrough developer experiences. From efficient small models to agentic reasoning to frontier coding, this is unmetered intelligence on Windows. …
… Announced the NVIDIA Vera Rubin platform, including the NVIDIA Vera CPU, the world's first processor purpose-built for agentic AI, and NVIDIA BlueField -4 STX, accelerated storage infrastructure for agentic AI factories. …