Private inference network

Private inference,
actually proven.

Uncensored and decentralized - and the first network built to prove your prompts stay private.

01 / The problem

Sharding solved size. Not privacy.

Split a model across strangers' GPUs and every node still touches raw activations - enough to reconstruct pieces of a prompt.

02 / How it leaks

A request crosses machines you don't control.

promptoutputEntrylayers 0-15exposedNode 2layers 16-31Node 3layers 32-47Exitlayers 48-63exposed

Every node handles real activation tensors. Nuro exists to quantify that exposure - and close it.

The unsolved one

Private

Everyone claims it. Nobody publishes the number: how much of a prompt is actually recoverable from what a node sees.

Decentralized

Anyone's GPU, pooled into swarms. No datacenter.

Uncensored

Any model. No content-policy layer in the way.

Privacy isn't a feature to bolt on later. It's the open problem - and the one Nuro exists to close.

03 / Live run

Watch a request stay private.

Entry and exit still see the most. The middle is where volunteers sit. This is the leak — and the close — playing in real time.

Live simulation

A private run, in motion.

Simulation of the measured gates — not a production receipt. Watch a prompt cross four shards, then see raw recovery collapse to chance on a single MPC share.

Prompt

Who sees my prompt on a sharded network?

Entry

layers 0–15

waiting

Node 2

layers 16–31

waiting

Node 3

layers 32–47

waiting

Exit

layers 48–63

waiting

Output

Waiting for the tail to decode…

Privacy receipt

Issued when the tail emits the last token.

Full screen at /live · The model is in the Paper.

04 / Product

Three ways into the network

Recommended

Native Worker

Background GPU via Ollama or vLLM. The biggest models, the highest pay.

Top rate / token

npx @nuroaixyz/worker --token YOUR_TOKEN
Get install command
Zero install

Browser Worker

In-tab inference via WebGPU. One click, no terminal.

Entry rate / token

Open browser worker
User side

OpenAI-compatible API

Drop-in chat completions. No logging, pay per token.

Per token

curl https://api.nuroai.xyz/v1/chat/completions
Try the playground

Private inference economy

The $NURO token

What crosses the chain is metering. What never leaves the job is your prompt.

$NURO CAExplorer ↗
01

Metered, not monitored

Tokens are the billing unit. No prompt history, no profiles.

02

Treasury funds privacy

30% of every settlement underwrites the research that proves it.

03

Stake $NURO

Align with the network and govern its privacy parameters.