The browser evolved alongside the AI boom
For the last few years, conversations about AI have focused on models, cloud infrastructure, and developer tools. Meanwhile, the browser has quietly undergone its biggest transformation in more than a decade.
Modern browsers now include capabilities once reserved for native applications: GPU compute, neural network inference, advanced media processing, hardware acceleration, intelligent text services, and increasingly, built-in AI models. Initiatives such as Baseline and Interop have dramatically improved cross-browser consistency, making it easier to adopt new platform features with confidence.
Understanding the modern browser AI stack
This white paper explains how the browser evolved into a platform for intelligent applications. It examines the technologies that make up the modern browser AI stack, including WebGPU, WebNN, Gemini Nano, Transformers.js, MediaPipe, Chrome’s built-in AI APIs, and WebMCP.
The paper also explores how the browser has become a runtime for AI, media processing, storage, and high-performance computing.
Learn how WebGPU, WebNN, built-in AI models, and client-side runtimes are reshaping modern application development
What you’ll learn
- How WebGPU, WebNN, built-in AI models, and client-side runtimes fit together
- The role of Baseline and Interop in reducing browser compatibility risks
- When to use cloud AI, client-side AI, and on-device AI
- Which technologies are production-ready today, and which remain experimental
- How browser-native intelligence can improve performance, privacy, offline functionality, and infrastructure efficiency
- Why emerging standards such as WebMCP could shape the future of AI agents on the web
New architectural choices for AI-first teams
As AI becomes part of everyday software, technology teams face new decisions around cost, latency, privacy, infrastructure, and user experience.
The browser now offers new architectural options that did not exist a few years ago. Some workloads can run locally, others can combine browser capabilities with cloud-based models, and new approaches can reduce infrastructure costs while improving responsiveness and privacy.
Download the white paper to understand how modern browser capabilities are creating new opportunities for AI architecture, application performance, and browser-native intelligence.
You might also like
