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News
Perplexity Ships Portable Computer on NVIDIA DGX Spark: Local Harness, OS-Enforced Sandbox, and Zero Per-Token Cost for Local Steps
2+ week, 5+ day ago (352+ words) Gmail, Outlook, Slack and GitHub connectors route through the local orchestrator....On its 53-task Local Knowledge Work Bench — spanning deep research, financial analysis and document creation...On Terminal Bench 2.1, the fully local run scored 59.6% at effectively zero marginal cost; adviser…...
ROCm vs Vulkan for AMD Local LLM Hosting: 2026 Guide
2+ day, 4+ hour ago (1662+ words) ROCm and Vulkan both accelerate AMD GPUs for local LLM hosting, but they are not interchangeable....In local LLM hosting the two backends sit at different layers....must form a compatible set; when they do, ROCm provides far more than…...
Run Muse Glimmer for Local Vibe Coding with llama.cpp, DFlash, and Pi
3+ week, 3+ day ago (704+ words) Muse Glimmer is gaining attention in the local AI community and is being compared with Qwen's 27B-class...In many cases, it is performing better, especially for local coding and agentic workflows....guide, we will run Muse Glimmer with llama.cpp,…...
Apple's new Mac minis are primed for local AI. I specced one for $2,899
2+ week, 5+ day ago (430+ words) The Mac mini became the surprise local AI hero earlier this year, packing a relatively large pool of...What I can do is tell you the Mac mini system I’d be eyeing as a local AI user, assuming I were…...
Qualcomm and HUMAIN show a local-AI laptop aimed at enterprise users
1+ week, 6+ day ago (359+ words) Qualcomm said the device has an 18-core Oryon CPU and is designed to run local AI workloads alongside...The local-versus-cloud balance is the important part of the announcement....model governance, encryption, application support and the cost of any cloud…...
Best Mini PC for Local AI in 2026: Same Chip, Different Box
3+ day, 12+ hour ago (1609+ words) Choosing the best mini PC for local AI in 2026 is stranger than it looks, because nearly every 128GB...
Perplexity Portable Computer Turns NVIDIA DGX Spark Into An Out-Of-The-Box Local AI Agent
2+ week, 5+ day ago (42+ words) HotHardware...Perplexity Portable Computer Turns NVIDIA DGX Spark Into An Out-Of-The-Box Local AI Agent What Devices...
Why Hyundai is raising its local sourcing goal in North America
4+ day, 40+ min ago (415+ words) The company plans to source 80% of parts for vehicle manufacturing in the region from local suppliers...
AMD tests Ryzen AI Halo on local enterprise AI agent
2+ week, 2+ day ago (368+ words) AMD said its Ryzen AI Halo system completed a local AI agent workflow 15% faster than NVIDIA’s DGX Spark...
META’s Latest Local Model Is Good and Only Needs 24GB of Ram
3+ week, 5+ day ago (24+ words) Muse Glimmer 30B is Meta's open-weight local AI model for 24GB GPUs, combining coding agents, multimodal...