windows

Skip to main content

Tag: windows

Frontier Intelligence Goes Local

Frontier Intelligence Goes Local

At IFA 2026, NVIDIA, Microsoft and their partners are unveiling faster inference capabilities and simplified tools for running AI agents locally on NVIDIA hardware. New compact NVIDIA RTX Spark Windows PCs arrive in October, offering AI enthusiasts, developers and creators local, secure agent deployment. Simplified Local AI Support and Performance Improvements Simplified local AI support for NVIDIA GPUs is coming to Hermes Agent, OpenClaw and Perplexity Portable Computer. Up to 1.9x faster local inference — New llama.cpp and vLLM optimizations are available now directly through LM Studio...

Continue reading

A MacBook, iPhone, iPad, Apple Watch, and Vision Pro display updated software interfaces against a black background.

Apple’s software update brings Visual Intelligence to Siri, Safari and Vision Pro

With Visual Intelligence, users on iPhone, iPad, or Mac can now ask Siri about what they're looking at on the screen, and Vision Pro users can search, ask questions, and take action simply by looking at their surroundings and asking Siri. The feature also enables adding a custom pass to Wallet. In Safari, Apple Intelligence powers new tools that automatically organize a user's tabs into topics; notify them of website changes, like product restocks or price drops; and enable the creation of custom extensions based on a description. Call Context surfaces relevant information, like a...

Continue reading

Perplexity and NVIDIA logos side by side on a black background with a green "NVIDIA Local AI" button below.

Perplexity Portable Computer Windows NVIDIA RTX

As local models become more capable, AI agents can handle more work directly on a PC while keeping sensitive information on the device. Portable Computer Portable Computer is a local version of the agent Perplexity Computer that plans and carries out multistep tasks. Accelerated by NVIDIA GPUs, it uses local models to analyze data, bring together information across files, and handle recurring work. Sensitive information stays on device, and locally completed work doesn't consume Perplexity Computer credits. Users can also orchestrate work to cloud models for more advanced research and...

Continue reading

Glowing green network links connect laptops and devices in a distributed system on a dark reflective surface.

NVIDIA PAIR: Distributed AI Inference for Home Networks

AI agents are learning to work together more effectively. A lead agent can break complex tasks into smaller jobs and assign them to specialized subagents, with users increasingly running multiple agent sessions simultaneously. Multi-agent workflows are becoming more common, but this approach can bottleneck the system as many requests flood the GPU at once. NVIDIA Personal AI Router (PAIR) addresses this problem by leveraging local hardware to distribute inference requests across available systems on a home network. PAIR routes each independent request to an available machine and works with...

Continue reading

  • 1
  • 2