
Underdog demos 32MB Woof speech model for edge devices
The 32MB Woof model runs locally in browsers and supports typing to speech without internet.
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The 32MB Woof model runs locally in browsers and supports typing to speech without internet.
AtomicChat releases 763B DeepSeek-V4.1-Flash-1017 uncensored GGUF quantized for single 12GB GPU with Strata.

DGX Spark 64GB systems start shipping October 23, eight-unit clusters are supported, and Windows DGX Station is due in December.

NVIDIA RTX Spark Windows laptops with Blackwell GPUs and up to 128GB memory are now on sale from $2,399.

The Verge tested Nvidia's Arm RTX Spark N1X laptops for local AI, apps, and gaming.

NVIDIA invites fans to Oct. 16 events launching RTX Spark PCs for local AI, creators, and gaming.

Microsoft tuned Windows on Arm for Nvidia RTX Spark laptops, including local AI agents and Prism emulation.

NVIDIA prepares RTX Spark PCs for an Oct. 16 launch with local AI agents and Nemotron 3.5 Bolt 74B.
Janas streams LLM experts from SSD so models larger than RAM can run locally.

Verge tester runs 125B Qwen locally via Hermes Agent on a 256GB Mac Studio.
Google launched offline Mac note-taker AI Edge Foresight, using on-device EmbeddingGemma 2 and Gemma 4.

NVIDIA and Microsoft unveiled RTX Spark Windows PCs and agent infrastructure, plus a Windows DGX Station.
NVIDIA announced a 64GB DGX Spark desktop with up to 1 petaFLOP FP4 for local agents and fine-tuning.

NVIDIA is offering a 64GB DGX Spark from PC partners, starting at $4,999 on October 23.

Parrot 0.24.2 is an open-source Mac meeting recorder that suggests answers from local documents during calls.

A local uncensored Qwen model revised an LSASS dumper until two lab EDRs no longer detected it.

A MacStories review finds the M5 Ultra Mac Studio with 256GB RAM excellent for running local AI agents and models via MLX at near-cloud responsiveness.
An uncensored GGUF version of Qwen-Image-2.1 for local image generation is trending, featuring no content filters and optimized for ComfyUI.

Perplexity launches Portable Computer local AI agent on Windows for NVIDIA RTX PCs with 24GB+ VRAM, keeping sensitive work on-device.

System76 launches the Thelio Mira AI Linux workstation from $3,299 with dual NVIDIA RTX Pro 6000 GPUs and 192 GB GPU memory for local AI workloads.

NVIDIA announces local AI push at IFA 2026 with faster llama.cpp/vLLM inference, PAIR routing tool, and October RTX Spark PCs.
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