#Browser AI

2 articles tagged with Browser AI

Accelerating LLMs in the Browser: WebGPU vs WebNN — A 2026 Deep Dive

WebGPU and WebNN have fundamentally changed what's possible for LLM inference directly in the browser. This deep dive benchmarks both APIs, dissects WGSL shader code for matrix multiplication, and shows you exactly when to pick each technology.

6/7/202618 min read

Browser-Native AI Models with WebGPU: Running LLMs Locally Without a Server

Stop paying for inference APIs. This deep dive covers the full stack of running quantized LLMs directly in the browser using WebGPU compute pipelines, Transformers.js v3, and ONNX Runtime Web — with real benchmark numbers and production architecture patterns.

6/7/202618 min read