The Evolution of the Browser

The web browser is no longer just a document viewer; it is a full-fledged operating system. With the advent of WebGPU, browsers can now interface directly with your graphics card to perform parallel mathematical computations.

What this means for AI

This hardware access allows libraries like TensorFlow.js and ONNX Runtime to execute complex Neural Networks locally.

For instance, our Document Scanner utilizes MediaPipe for 21-node hand tracking at 60 frames per second. A few years ago, this would have required a dedicated Python backend and a heavy GPU server. Today, it runs on a standard smartphone browser. Welcome to the era of WebML.