About NuNet

About NuNet.

NuNet is a peer-to-peer protocol for discovering, orchestrating, and settling compute across distributed infrastructure. We connect fragmented computing resources — GPUs, servers, edge devices, IoT hardware, data centers — into a scalable, self-organizing network that anyone can join and use.

The Problem We Solve

Why NuNet exists.

Computing is everywhere, but it doesn't work together. GPUs sit idle in data centers. Edge devices have unused capacity. Organizations can't share resources across boundaries.

Centralized cloud infrastructure fails when AI moves into the physical world — where latency matters, connectivity is intermittent, and costs compound at scale.

The Analogy

The internet solved this for information: independent networks connected through shared protocols so data flows end-to-end as one system. NuNet does the same for compute. Different compute pools stay autonomous, but become discoverable. Workloads route across them automatically, securely, and cost-effectively.

Idle capacity everywhere

GPUs sit unused in data centers. Edge devices have spare capacity. There's no protocol to coordinate them.

Physical world can't wait on cloud

Robots, energy systems, and IoT devices need sub-second responses. Round-tripping to a remote data center adds latency and creates single points of failure.

Cross-boundary coordination is hard

Organizations can't easily share or trade compute across ownership boundaries. NuNet makes resources from different owners securely poolable.

What NuNet Is

A protocol,not a platform.

NuNet is not a cloud provider. Not a GPU marketplace. Not an edge device. Not a robotics OS.

NuNet is a compute orchestration and economic coordination layer — an open-source protocol (Apache 2.0) that sits between applications that need compute and the infrastructure that provides it.

Not a cloud provider Not a GPU marketplace Not an edge device Not a robotics OS
Discovers
Resource Discovery

Finds available compute resources across any infrastructure — GPUs, CPUs, edge devices, data centers — automatically.

Matches
Intelligent Matching

Pairs workloads to resources based on processing power, location, latency, cost, and real-time availability.

Orchestrates
Dynamic Orchestration

Manages execution across dynamically changing sets of devices and owners. Workloads can move while running.

Settles
P2P Settlement

Every transaction settled peer-to-peer using NTX with cryptographically signed contracts. No intermediary.

The result: software finds compute autonomously. Not users browsing a marketplace. Not operators manually provisioning. The workload itself locates and secures the resources it needs.

Core Principles

Built on six design principles.

Every architectural decision in NuNet traces back to one of these six principles. They're not aspirations — they're constraints we design to.

01 — Open
Open and non-proprietary

No central server dictates resource allocation. Each participant operates autonomously. The protocol is open-source (Apache 2.0) and vendor-neutral.

02 — Secure
Secure across trust boundaries

Cryptographically signed contracts between participants. Zero-trust architecture designed for machines that don't know each other collaborating on shared tasks.

03 — Resilient
Resilient by architecture

The decentralized, self-organized architecture provides redundancy and fail-safe workflow design. No single point of failure. Workloads move between resources dynamically.

04 — Scalable
Scalable without limits

From a single sensor to a full data center. NuNet supports workflows that scale across any number of devices, owners, and locations.

05 — Efficient
Cost-efficient through utilization

Traditional cloud charges for maintaining underused infrastructure. NuNet mobilizes idle resources across the network, driving costs down through genuine utilization.

06 — Adaptive
Adaptive by design

Designed by evolutionary scientists to assimilate new technologies as they emerge — new protocols, new hardware, new AI frameworks — without depending on centralized updates.

The Opportunity

Unlocking the world's idle compute.

30B+
IoT devices worldwide by 2029
19B+
Mobile devices by 2029
3×10²¹
Combined FLOPS if coordinated

By 2029, the number of computational entities will be six times larger than the entire human population. Most of these devices spend hours every day idle. If coordinated during downtime alone, they would unleash a combined computational force of approximately 3×10²¹ FLOPS — enough to train 10,000 AI models per year, each comparable to today's most advanced large language models.

This isn't a hypothetical. The compute exists. It's just fragmented, disconnected, and underused. NuNet is the protocol that connects it.

Origin & Team

Where we come from.

NuNet was incubated as a spinoff of SingularityNET via the X-Lab Accelerator programme in 2018, with the mission of building a universal compute orchestration layer.

Today the team is 15 people, globally distributed from Sydney to Europe — 8 in core development — and the team that shipped Network Live.

KV
Dr. Kabir Veitas
CEO / CTO, Co-founder
WW
Dr. Weaver D.R. Weinbaum
Co-founder
BG
Dr. Ben Goertzel
Co-founder
15+
Team members globally distributed
8
Core development engineers
2018
Founded via SingularityNET X-Lab
Live
Network status — March 2, 2026
Foundation
NuNet Foundation

Stewards the open-source protocol, maintains the network, and supports the community. Governed by a Council of 3–6 members and an Executive Fellowship. Incorporating in Switzerland.

Open Source · Apache 2.0
Commercial
NuNet Solutions

Commercial arm building products and services on top of the open-source protocol. Open-core business model: the protocol is free and open, commercial applications are built on top.

Open-core model
Ecosystem & Partnerships

Part of a growing ecosystem.

Auki Labs / Posemesh
Spatial Computing & Robotics

Decentralized machine perception for AR, robotics, and spatial AI. NuNet deploys and orchestrates perception nodes across environments.

AL'MA / HOMEPUTE369 / C4E
Smart Energy

European smart housing project. Energy AI agents deployed inside homes and buildings, targeting ~30% electricity cost savings.

Serverista
Data Center Management

Using NuNet to provision VMs across distributed infrastructure. Turning fragmented capacity into a unified, addressable compute pool.

Linux Foundation Intercognitive Foundation ASI Alliance SingularityNET Ecosystem 3 Cardano Catalyst Projects

Network Status

The network is live.

Network Live launched March 2, 2026 — delivering on the original whitepaper commitment and transitioning NuNet from R&D to adoption phase.

Install the NuNet Appliance and connect to the live network today

Onboard compute resources — CPU, RAM, disk, GPU

Join organizations and deploy workloads on distributed infrastructure

Pay and settle in NTX — peer-to-peer, no intermediary


Go Deeper

Whitepaper & Resources.