PWA AI Worker
Foreground workbench for WebGPU/Wasm, health and web_safe jobs.
First-run assistant
Progress 0/5Optional guide to detect the device, choose a model, pair the PWA and validate a real answer.
Detect device
Reads WebGPU/Wasm, battery, network and browser memory.
Measure performance
Runs a short benchmark to assign the initial tier.
Pair PWA
Registers this browser so it appears as a swarm worker while the page stays open.
Load chosen model
Prepares this model to verify the AI runtime: DistilBERT sentiment (transformers.js, ~65 MB).
Send test
Runs a guided test and confirms that an answer appears. Expected: POSITIVE/NEGATIVE label with confidence.
Health vector
idlenull
Real swarm
This is the live network. Each node is a real device publishing capabilities: PWA browser, PC, mobile, native node or local ML Trainer. Pulses represent jobs and results moving through the control plane.
Note: this browser only appears as a remote worker after PWA pairing is enabled. Heartbeat stays alive while the page is open.