Human Intelligence Network

Yourmind yourmodel

Every person gets an iCore — a complete, private AI that learns who you are and answers to you alone. Apart, each iCore is a whole intelligence. Together, they compose into something larger — teams, companies, and whole networks of intelligence.

not your weights, not your intelligence.

What is HiNet

A network of human-owned intelligence — minds that combine and synthesize the way they do in conversation.

Every person runs an iCore: a full language model, booted from a shared open base and continually tuned to its owner's voice, knowledge, and judgment. iCores don't just sit alone — they combine and synthesize. The part is a whole mind; the whole is a larger one. Decentralized by construction, sovereign by default: your data, your weights, your intelligence, never anyone else's.

Composition happens inside membranes — the borders that let a company or institution build its own sovereign intelligence. A team of iCores forms an iCorp: a private mind made of its members', answering as one and staying behind the company's walls, to use or to sell. The atom stays human; the borders stay real.

How it works

Personal cores that adaptively learn

Everyone runs their own intelligence core — an iCore — that continuously incorporates their own data and experiences. iCores are composable: any set forms a qCore, an intelligence quorum that is a bigger model. Depending on the context of a request, a variable qCore is assembled on the fly to infer the output.

nightly · weekly · epoch

Learning at every scale

Nightly builds retrain the network at varying cadences: individual iCores fine-tune on their owner's new data each night, broader-spectrum qCores retrain on longer cycles, and network-wide retraining runs at frequencies set by the network's computational depth.

Proprietary yet verifiable

Programmable-cryptography guarantees let an iCore stay private and proprietary while still participating verifiably in a qCore's inference — so total composability is possible (anyone can build on anyone else's intelligence) without owners fearing disenfranchisement.

derived AI your data $

A blockchain for intelligence

You pay network fees to access a decentralized brain that nobody owns and everyone contributes to. Ownership runs at two layers: you keep your data (even as it's replicated across the network for redundancy) and proprietary rights over the derived AI fine-tuned on it. And you earn revenue-share whenever your iCore takes part in inference — serving a request alone, or inside a larger qCore.

A mind made of minds

One idea, in many tongues: distinct intelligences, joined.

Across cultures and centuries, humans named the thing HiNet builds — separate minds becoming one without ceasing to be themselves.

Yours to use, yours to earn from

An asset that serves you — and pays you back.

A model that works for you.

A personal agent that grows with you across life — and a sovereign work model you can point your own tools at. Run it behind Cursor or your IDE, so you're never wholly dependent on a model you don't own.

Start from your root.

Begin developer-focused or general-purpose — more roots over time. Same-lineage roots still compose with the network; different ones combine by routing. Specialize without isolating.

Get paid when you serve the network.

The generalized skills you consent to share become an income-producing expert. Every time your iCore serves a request in the network, you earn — your raw data and private weights never leave.

Local and cloud, your keys.

A local snapshot for true off-grid ownership; an optional cloud snapshot for heavier work — both under keys only you hold. The cloud is rented muscle, never a new owner.

For teams & companies

Build your organization's own intelligence — sovereign, and yours to keep or sell.

Your company's sovereign mind.

An iCorp is a private intelligence built from your team's own know-how. It answers as one identity and never crosses your membrane — your competitive edge compounds inside your walls, not a vendor's.

No channels — just ask.

Not Slack channels, but people's minds. Ask a specific colleague's iCore, a defined group, or just ask — and the right internal quorum answers. Admins can pre-define groups for the questions that recur.

People own their iCore; you keep what's built.

An iCore is human-owned and merely leased while employed. When someone leaves, their iCore travels with them — but the intelligence it contributed stays in your model. Human-first sovereignty, corporate borders intact.

Use it, or sell it.

Run your intelligence inside your own products, or externalize it to the network and earn as a unit. A subscription keeps it yours; the knowledge never leaves unless you choose.

The hardware iCore

Start on your laptop. Graduate to iCore Prime.

Runs on your laptop.

The lowest barrier: download the app and your iCore runs locally on the Mac you already own — a private model, an agent over your own data, a coding model behind your IDE. No hardware, no network required.

iCore Prime — dedicated silicon.

A personal device, built on Jetson-class hardware, that runs a bigger model and does the heavy lifting — nightly training and consolidation — while your laptop and phone attach to it as thin clients.

A miner for intelligence.

iCore Prime is to intelligence what a miner is to a blockchain: always-on, owner-operated capacity. Every Prime that comes online serves its owner and compounds the whole — a positive-sum network that grows stronger with scale.

Your keys, every tier.

Laptop, Prime, or an optional cloud snapshot — the weights and data are always yours. Heavier tiers distill into lighter ones; the cloud is rented muscle, never a new owner.

The whitepaper

The architecture, the composition mechanism, and what we've validated — and haven't — so far.

Read the whitepaper →