Local AI

Satya Nadella and Jensen Huang beside a display of Windows laptops

How Microsoft is changing Windows for Nvidia's RTX Spark laptops

Nine compact desktop systems arranged on a white background above a green NVIDIA Local AI label

Nvidia's DGX Spark gets a 64GB unified memory version this month

Nvidia's 64GB DGX Spark arrives October 23 from partner manufacturers, starting at $4,999. Its 100-billion-parameter claim needs a closer memory-budget check.

The AI Feed Desk

By The AI Feed Desk

A compact local model core links a laptop, phone, and edge device inside a privacy boundary

Liquid AI releases LFM2.5-2.6B for on-device agents

Liquid AI released LFM2.5-2.6B, a small local model trained for tool calling, multi-step workflows, and 128K-token context.

The AI Feed Desk

By The AI Feed Desk

A large model press turns a blank specification card into a small adapter chip for a local interpreter

Program-as-Weights turns fuzzy functions into local adapters

A new arXiv paper proposes compiling natural-language fuzzy functions into small local adapters, shifting some LLM work from repeated API calls to reusable artifacts.

The AI Feed Desk

By The AI Feed Desk

Editorial illustration of a local text model generating many tokens in parallel on a GPU

Google releases DiffusionGemma for faster local text generation

Google's DiffusionGemma is an experimental open text-diffusion model that generates blocks of text in parallel for lower-latency local workflows.

The AI Feed Desk

By The AI Feed Desk

Google's official Gemma 4 quantization-aware training hero image

Google releases Gemma 4 QAT checkpoints for local models

Google's Gemma 4 QAT release adds Q4_0 and mobile checkpoints, cutting Gemma 4 E2B to a 1GB memory footprint for local and on-device use.

The AI Feed Desk

By The AI Feed Desk

Google's official Gemma 4 12B Unified Transformer launch image

Google releases Gemma 4 12B for local multimodal agents

Google's Gemma 4 12B is a 12B-parameter open model for local multimodal work, with 16GB memory guidance, native audio inputs, and a 256K-token context window.

The AI Feed Desk

By The AI Feed Desk

NVIDIA's official COMPUTEX article card for RTX Spark and local AI agents

NVIDIA announces RTX Spark PCs for local AI agents

RTX Spark puts 1 petaflop of AI performance and up to 128GB of unified memory into Windows PCs designed for local agents.

The AI Feed Desk

By The AI Feed Desk