Local AI
7 pieces on Local AI.
News & Analysis
Choosing Local AI: Memory, Tools and Data Boundaries
Use documented Meta and NVIDIA deployments to plan memory and evaluate local AI without assuming a local model makes the whole application private.
Meta's Muse for Mac Brings Agent Control Over Files, Mail and Calendar
Meta's Muse for Mac lets an AI agent read and act across Files, Mail, Messages, Calendar and Notes, with a Sentinel VM gating every outbound action.
NVIDIA PAIR Routes Local AI Requests Across Nodes, Cuts Demo Time 2x
NVIDIA's PAIR beta distributes inference across local GPU nodes via Ollama and LM Studio, showing ~2x faster completion in a three-node demo.
Nvidia PAIR Federates Idle Home Computers Into Local AI Clusters
Nvidia's free, open-source PAIR software links idle home PCs and Macs into a distributed local inference cluster, announced at IFA 2026.
zg Unifies ripgrep, BM25, and Vector Search in Two MCP Tools
Qwen developers release zg (zvec-grep), an Apache 2.0 npm tool that puts ripgrep, BM25, and on-device vector search behind two MCP tools — no GPU required.
Four-Layer Local AI Stack Runs SLMs With No Cloud Dependency
A practical framework for serving, IDE integration, terminal automation, and retrieval — assembling open-weight 1B–14B models into a real development workflow.
Muse Glimmer 30B Hits 127 tok/s Locally via DFlash Speculative Decoding
Meta's Muse Glimmer 30B runs at up to 127 tokens/second on an RTX 3090 using llama.cpp, DFlash speculative decoding, and the Pi coding agent.