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News
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…...
Best Mini PC for Local AI in 2026: Same Chip, Different Box
3+ day, 7+ hour ago (1609+ words) Choosing the best mini PC for local AI in 2026 is stranger than it looks, because nearly every 128GB...What you are really buying is a BIOS setting, a network port and this week's memory price....
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…...
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
1+ day, 22+ 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, 2+ 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,…...
AI Designs Real Chip in 14 Days, Bypassing CUDA
1+ week, 6+ day ago (1085+ words) wrote only a high-level specification in natural language, and within two weeks, the AI generated a real...Moreover, this chip has successfully run open-source large models on an FPGA, with real-world performance...
Orchestrator — a purpose-built GPU OS for real-time inference
3+ week, 12+ hour ago (137+ words) Real-time serving needs a third option: an operating system for the fleet, built purely around inference...Slurm schedules batch jobs, this schedules models It is designed around four commitments: Running real-time...
The Real Risks
3+ week, 4+ day ago (1602+ words) overclocking warnings, and used-GPU horror stories everywhere, it can be hard to tell normal wear from a real...
Zhang Yiming Is Personally Building ByteDance's Real-Time World Model
6+ day, 20+ hour ago (256+ words) Bloomberg reports ByteDance founder Zhang Yiming is personally overseeing a real-time world model built...ByteDance founder Zhang Yiming is personally steering a real-time "world model" built on the company's...