Windows PCs are getting stronger local AI with NVIDIA RTX Spark
Microsoft and NVIDIA announced new Windows PCs powered by RTX Spark. These machines are built to run heavier AI work on the device, instead of sending everything to the cloud. For solo makers using Claude Code, Cursor, or GitHub Copilot, this could affect which laptop is worth buying next.
Key points
- RTX Spark PCs support up to 128GB of unified memory, which can help run larger AI models on the device.
- Claude Code, Cursor, GitHub Copilot, and other AI developer tools are being prepared for this Windows setup.
- New PCs from Surface, ASUS, Dell, HP, Lenovo, and MSI are planned from fall 2026.
- Because these PCs use Arm, some older apps may depend on Prism, so app support still matters.
Quick term guide
- RTX Spark
- A new NVIDIA chip and technology package for AI-focused PCs.
- GitHub Copilot
- A popular tool that helps programmers write code using artificial intelligence.
- Copilot
- An AI helper that can summarize, compare, and draft work from user-provided information.
- unified memory
- Memory that the main processor and graphics processor can share.
- AI models
- The core brain or underlying program that powers an artificial intelligence tool.
- AI model
- A program that can understand prompts and produce text, code, or answers.
- AI Mode
- A Google Search feature that uses AI to answer longer, more detailed questions.
- models
- Different AI engines that can power answers or code suggestions inside a tool.