Nucleus Sovereign Systems
Developers

Build on Core Node

Register your application once and reach a network of Apple silicon Macs for language models, embeddings, rendering and transcription. Every request is sealed to the machine that runs it, every result comes back with a signed receipt, and settlement is computed from those receipts.

The Application Program

From idea to live on the network

1 · Your identity

Create a RosaTrust identity for yourself and, if you like, your company. It is generated on your own device, verifiable by anyone, and needs no paperwork.

2 · Register your application

Sign a manifest with that identity: the workloads you need, the models you use (named by content hash), the class of machine they require, where your work may run, and whether your application is listed publicly.

3 · Build in the sandbox

Your keys reach a staging network of real nodes. Requests, receipts and cancellation behave exactly as they will in production; nothing is charged.

4 · Review, then go live

After review you receive a signed application credential. Every node verifies it on every request, offline, before any work starts — and it can be revoked network-wide at any time.

Review

Every application passes the same five checks

Operators trust the network because nothing reaches their machines unexamined. Each check produces a signed record attached to your registration, and a new version, model or workload is reviewed again.

Compatibility

Every model you declare resolves by hash, every workload runs on the class of machine you named, quotes are deterministic, receipts verify, and cancellation works.

Stability

A sustained soak on the staging network: error rates, timeouts, memory pressure, and whether your client backs off gracefully when a node is busy.

Security

Adversarial and malformed inputs against the workloads you use, replay and nonce handling, and how your application keeps its keys.

Conduct

Your declared purpose matches your traffic, generative content respects the content policy, and capacity is not resold outside the published terms.

Contribution

Your application pays published rates, accepts the receipts it receives, and brings real use to the network.

What reaches a node

Requests, never code

Your application does not install anything on anyone’s Mac. It sends requests — prompts, render graphs, audio — which Core Node’s own executors run against models identified by content hash. A node either holds the exact file a request names or declines and says which one it is missing.

Requests are sealed to the key of the one node that will run them and signed with your application’s key. The relay that carries them sees only ciphertext.

Building blockDetail
Node cardThe node’s key-agreement key and build, signed by its device key. Pin the device key; verify the card.
SealingX25519 key agreement, HKDF-SHA256, AES-256-GCM. A fresh ephemeral key per job.
Request signatureEd25519 over the tenant, the target node, the time, a single-use nonce and the SHA-256 of your request bytes.
ReceiptSigned by the node: model, tokens read (cached and new) and written, completed or cancelled, the build that ran, and the key the answer was sealed to.
CancelStop your own running job, for example the slower of two hedged requests. Partial work comes back with its receipt.
Placement and settlement

The network places the work; receipts settle it

Placement

Each job goes to a node able to run it, where capacity is available at that moment. Your work can be kept to machines you own, or allowed across the network.

A price before it runs

Render work is quoted from the job itself before it starts. Language-model work is metered in tokens read and written, as the receipt records.

Paid from receipts

You pay the published rate for work you accepted. Of every payment, 80% goes to the owner of the Mac that did the work, 10% to the platform, and 10% to building out the network.

Applications are unlisted by default: operators see the kind of work their Mac does, not the product it serves, until you choose to be named.

On your own Mac

The local API

Core Node speaks the Ollama HTTP API on http://127.0.0.1:3000, so existing clients and libraries work by changing one address. It answers only processes on the same Mac.

curl http://127.0.0.1:3000/api/chat -d '{
  "model": "rosalind-v3",
  "stream": false,
  "messages": [
    {"role": "system", "content": "Answer in one sentence."},
    {"role": "user",   "content": "What is a CpG island?"}
  ]
}'
EndpointWhat it does
POST /api/chatA conversation. Streams by default, as Ollama does.
POST /api/generateA single prompt, with an optional system prompt.
POST /api/embedNormalised embeddings for one input or many.
POST /api/embeddingsOne raw embedding, the older form.
GET /api/tags, GET /api/psInstalled models, and the models resident in memory.

Each model is prompted in the format it was trained on, read from the model file itself. Several models stay resident at once, and Core Node manages their memory for you. Options you already use are honoured: temperature, top_p, num_predict, seed, stop and format: "json".

Early access

Apply to the program

The program is opening to a small number of applications first. Tell us what you are building and what it needs, and we will send sandbox access, the full wire format and the reference client.

Your details are used only to respond to your application; see the privacy policy.