Microsoft Holds October 7 PC Event Focused on Local AI, With Nvidia’s Jensen Huang

Microsoft’s October 7, 2026 Windows and Surface event in San Francisco will focus on running AI directly on PCs, according to TIKR and Digital Trends. The event puts local computing at the center of Microsoft’s next AI pitch.

The listed participants include Microsoft CEO Satya Nadella, Windows and Devices chief Pavan Davuluri, and Nvidia CEO Jensen Huang. Digital Trends identifies all three in its October 2 preview of the event.

Local AI means running models directly on a computer rather than continually relying on cloud services. TIKR cites Reuters’ characterization of the laptop proposition as a bet that some work, such as writing code, can move from Azure data centers to Windows machines whose hardware customers purchase.

Reported expectations: Surface hardware and Windows tasks

In his October 7 TIKR article, Gian Estrada expects Nadella and Huang to introduce the Surface Laptop Ultra, described as using Nvidia RTX Spark chips. He links to Reuters for the expected introduction.

The same preview suggests Microsoft may discuss agentic AI: software that carries out tasks on a user’s behalf rather than only answering questions. Its proposed direction is a Windows AI layer handling multi-step jobs across apps, files and potentially online services with less hand-holding. That is Digital Trends’ prediction, not a disclosed Microsoft agenda.

Digital Trends also raises a question about that hypothetical assistant: how much access should it have to a person’s computer? An assistant spanning files, apps and browsing activity would need clear privacy boundaries, the outlet argues. Its usefulness would depend partly on whether users trust it to act.