Thursday, 29 October 2026

Microsoft shows Windows becoming an agentic OS with local Copilot

Microsoft wants AI agents to run on your PC, not just in the cloud. Its showcase is a $2,599 Surface Laptop Ultra with Nvidia's RTX Spark chip.

A tech event stage with screens showing Windows and AI concepts

The short version

  • At an October 7 event in San Francisco, Microsoft laid out a plan to make Windows a home for AI agents that mix local and cloud AI.
  • It calls the approach hybrid intelligence, with Windows routing each task to a local model or the cloud depending on the job.
  • A new security layer, Microsoft Execution Containers, controls what each agent can touch and is now generally available.
  • The flagship device is the Surface Laptop Ultra with Nvidia RTX Spark, from $2,599.99, which can run AI models of up to 120 billion parameters locally.
Quick read · 2 min

Microsoft wants Windows to become an "agentic OS", a platform where AI agents can carry out tasks on your PC. At an October 7 event in San Francisco, it described hybrid intelligence: Windows sends each AI job either to a local model on your machine or to the cloud, saving money and keeping some data on the device.

A security layer called Microsoft Execution Containers limits what each agent can access and logs what it does. Agents such as GitHub Copilot and OpenAI's Codex already support it.

  • The flagship device is the Surface Laptop Ultra with Nvidia RTX Spark, from $2,599.99.
  • It can run AI models of up to 120 billion parameters locally.
  • Regular users get a faster, redesigned Windows Search.

For now, the biggest benefits go to developers and creators, not everyday PC owners.

Microsoft wants your next PC to do AI work without sending everything to the cloud. At a Windows and Surface event in San Francisco on October 7, it laid out a plan to turn Windows into an “agentic OS”: an operating system built to host AI agents, software helpers that can carry out tasks on your behalf, using AI models that run on your own machine as well as online.

Why should you care? Cloud AI is billed by the token, the small chunks of text a model reads and writes, and those costs add up fast for heavy users. Running models locally can be cheaper, quicker and more private. But for now, the hardware that makes this possible is expensive, and the clearest winners are developers and creators rather than everyday Windows users.

01

What a Windows agentic OS actually means

An agentic OS is one that lets AI agents work inside it, opening files, using apps and finishing jobs, with the operating system keeping track of what each agent is allowed to do. Microsoft’s version rests on what it calls hybrid intelligence.

The idea is that Windows decides where each AI task should run. Some work goes to a local model on your PC, and some goes to a more powerful model in the cloud. Windows chief Pavan Davuluri said Microsoft is bringing frontier-class abilities to local PCs, so services such as GitHub can route work intelligently. He framed it as a way for customers to stretch their budgets while keeping access to the AI they need.

CEO Satya Nadella said the company is starting to think about the frontier ecosystem taking slightly different shapes. Much of his pitch focused on security, identity and management, which sounded aimed at businesses as much as at regular users.

A sleek laptop on a desk with a modern setup
02

What Microsoft showed on stage

Davuluri’s demos covered several pieces of the plan:

  • Local coding. GitHub Copilot writing code on the laptop itself, without paying for cloud tokens.
  • Local models. A long list of AI models that can now run directly on Windows.
  • Third-party agents. Examples including Perplexity, Hermes and OpenClaw running on Windows.
  • A smarter Copilot. Copilot in Windows will be able to use context from your PC, take actions for you and tap local models.

For everyday users, the most practical change was a redesigned Windows Search. It is faster, shows results in line, and lets you run actions straight from the taskbar, more like an app launcher than a search box.

03

How Windows keeps agents in check

Letting software act on your behalf raises an obvious worry: what stops a rogue agent from reading files it should not? Microsoft’s answer is Microsoft Execution Containers, or MXC, now generally available. It is a containment layer that lets IT teams decide which files and resources each agent can reach, and it records which agent performed which action.

Microsoft’s approach separates agent activity from the user’s own activity, so security teams can watch and restrict agents without touching the person’s account. Agents already supporting MXC include OpenAI’s Codex, GitHub Copilot, LM Studio, Replit and OpenClaw. Microsoft says Anthropic’s Claude Code, Perplexity and Manus are among those coming next, and Meta’s Muse is planned as a native Windows app.

Computer chip
04

The Surface Laptop Ultra and RTX Spark PCs

The showcase device is the Surface Laptop Ultra, the flagship PC built on Nvidia’s new RTX Spark platform. It pairs an Arm-based Nvidia processor with up to 20 cores, Nvidia Blackwell graphics and up to 128GB of unified memory, a shared pool the processor and graphics can both use, which helps with large AI models. Microsoft says it can run models with up to 120 billion parameters locally.

It has a 15-inch mini-LED touchscreen and starts at $2,599.99 in the US, with 24GB of memory and 512GB of storage. Similar RTX Spark laptops are coming from Asus, Dell, HP, Lenovo and MSI, and some RTX Spark PCs reach $6,999. Preorders opened on the day of the event.

Microsoft built it for developers and creators, many of whom use a MacBook Pro today. For them, the pitch is simple: run big models on your own machine and save on cloud token bills.

05

What it means for regular Windows users

If you use your PC for email, browsing and Office, little changes yet. The agentic features that matter today are aimed at people building and running AI, and the hardware that makes local AI shine costs thousands of dollars.

There is also history to weigh. Two years ago, Copilot Plus PCs promised that built-in NPUs (chips for AI tasks) would change how people use AI on laptops. Only a handful of photo, video and productivity tools ended up using them, and the much-hyped Recall feature was delayed by privacy concerns. RTX Spark has Nvidia’s graphics power behind it, which may help, but for agentic Windows to matter to most people, these abilities will need to reach cheaper, less powerful PCs.

The quiet stakes are high for Microsoft. AI agents that run in the cloud on Linux could make Windows less essential. Making Windows the easiest and safest place for agents to work is how Microsoft hopes to keep the PC at the center of computing.

06

Quick answers

What is an agentic OS?

It is an operating system designed to host AI agents that can act on your behalf, with built-in controls over what each agent can access. Microsoft is building Windows 11 in this direction.

Do I need a new PC for agentic Windows?

Not for features like the new Windows Search. Running large AI models locally needs powerful hardware such as RTX Spark laptops, starting at $2,599.99 for the Surface Laptop Ultra.

Is this Windows 12?

No. Microsoft is adding these features to Windows 11 rather than launching a new version.

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