Jonathan Jess

@OpenClaw + @nunet_global + @Qwen via @ollama 4 Proyectos open-source uniendo su power en infra descentralizada real. Agentes + compute + modelos open — todo conectado. 🛠️ Walkthrough para deployarlo vos mismo.

@nunet_global @openclaw @qwen @ollama AI is leaving the cloud

@OpenClaw running on the NuNet network, powered by @Qwen 3.5:2b via @ollama Four open-source projects working together on decentralized infrastructure 🤝 Here's a quick look at it running Full technical walkthrough coming next week so you can deploy it yourself

The AI industry talks about orchestration constantly. But it's conflating two different things. Software orchestration: coordinating agent logic. Which agent handles which task. How they pass information. When to escalate. LangGraph, CrewAI, AutoGen; all software orchestration. Compute orchestration: coordinating the physical resources agents run on. Which hardware runs which workload. How resources are allocated dynamically. What happens when a machine fails. You need both. Most people only think about the first one. Software orchestration without compute orchestration is like writing a symphony without an orchestra. The composition exists. Nobody can play it. NuNet operates at the compute orchestration layer. The protocol discovers available resources across any hardware; edge devices, GPUs, servers, data centers. Matches workloads dynamically. Recovers from failures. Settles payment. The software layer decides what agents do. The compute layer makes sure they can actually do it. Both layers need to be orchestrated. Only one is getting built.

Compute provider onboarding is now fully automatic 🚀 Install the NuNet Appliance, onboard your resources, and you're live on the network. No approval queue. No waiting The provider seeding phase is accelerating, and next up: Cardano blockchain support 🤝 What machine are you putting on NuNet? docs.nunet.io

Decentralized compute has solved the supply problem. There are GPUs, CPUs, and edge devices available across dozens of networks, but having compute available and making compute work are two different things. A marketplace gives you access to hardware. Orchestration makes that hardware useful. When we talk about orchestration, we mean the system discovering available resources across different hardware types and owners, matching workloads to the right compute automatically, handling failures without anyone noticing, and settling payment between participants without manual invoicing. The term "orchestration" has been trending for months in AI infrastructure, and for good reason. As AI workloads get more complex (multi-agent, multi-device, multi-owner) the hard problem shifts from finding compute to coordinating it. This is especially true as compute moves beyond data centers into the physical world. Edge devices, smart buildings, robots, IoT hardware. These environments have intermittent connectivity, mixed hardware, multiple owners, and real-time constraints that you can't solve with a search bar and a price list. NuNet is an orchestration protocol where the software finds compute, not the user. The workload itself discovers resources, negotiates terms, and settles payments across any hardware, any owner, any location. That's the layer between "compute exists" and "compute works." What do you think is harder to build in decentralized infrastructure, supply or coordination?

Your GPU is literally burning money every day it's idle..

Your PC can help power the next generation of AI, robotics, and smart cities — join the @nunet_global network today! Millions of devices sit idle every day… yours doesn’t have to. Be part of the global network connecting computers around the world Join early, contribute your GPU, CPU, or storage, and be part of the network that’s shaping the future of compute. 🌍💻 @Ethereum @Cardano #DecentralizedCompute #Web3

NuNet's community support runs on the NuNet network. A real workload, deployed on the NuNet network. Not a demo, not a testnet. In this walkthrough we take you through the full process inside the NuNet Appliance: creating a new deployment, selecting a pre-configured ensemble file, choosing between a provider, and watching the job go live on the network. More deployment walkthroughs coming. What would you like to see? youtu.be/HdVCTr1GKGY

The world doesn’t lack computing power; it’s simply trapped and scattered across millions of idle GPUs and servers while developers scramble for access. This bottleneck exists because software still struggles to survive on fragmented, real-world infrastructure owned by countless different people, leaving a universe of raw potential disconnected, uncoordinated, and economically out of reach. This is the problem @nunet_global is solving Imagine if you could take all the "wasted" energy from millions of sleeping computers, connect, coordinate, and made ready for action and then turned into a giant, global brain for AI? That’s exactly what @NuNet_Global bringing as a game-changer. Most people think "The Cloud" is a magical space, I honestly use to think so too 😂. In reality, it’s just a massive, expensive warehouses owned by a few giant companies. They own the data, they set the price, and they can pull the plug. NuNet is the great unlock to connects all that scattered compute into one network. Instead of one centralized cloud it coordinate many independent machines across the internet and make them work together to run tasks. It is a DePIN (Decentralized Physical Infrastructure Network) that connects people who HAVE compute power (Providers) with people who NEED it (Developers). It is an orchestration protocol. No middleman. No corporate gatekeeper. No Limitation. Most decentralized compute projects are just GPU marketplaces. NuNet is different it is the "fundamental block of support" for your GPU. The most captivating part is that; • Software can find compute on its own • Works across hardware anywhere, not just GPUs • No single company owns all the infrastructure • Compute can move while running • Embedded with unique, flexible security Think of it like roaming for your software. ​Imagine if your phone only worked when you were standing next to one specific tower, that’s the old way. With NuNet, your code acts like a smart traveler; it automatically finds the best "signal" on any available device, hops from one to another mid-task to stay alive, and carries its own "digital passport" for total security. It’s not just renting space; it’s giving your software the intelligence to survive and thrive anywhere on Earth while you transact using $NTX Why it’s innovative: Other DePIN projects can plug into NuNet as a coordination layer rather than competing with it. It’s the engine that makes distributed devices discover, share, and pay each other in $NTX. Unlike others, NuNet is agnostic. It doesn't care if you're on a MacBook, a Linux server, or a Windows rig. Their "Device Management Service" (DMS) makes it plug-and-play for almost any hardware. Instead of AI being limited to big tech companies… The entire world’s idle hardware becomes a global AI infrastructure. A decentralized intelligence grid. Internet → network of information Blockchain → network of value NuNet → network of computation It is simply the missing layer for the AI era. Wait, is it safe? NuNet uses a "zero-trust" architecture. Participants authorize each other peer-to-peer. There is no central database for a hacker to hit. It’s built for resilience and privacy from the ground up. March 2nd marked "Network mainnet." This wasn't just a test, it was the moment the team stepped back and let the network become self-organizing. It’s now a living, breathing marketplace for the global data economy and the live use of $NTX. NuNet doesn't lock you into one ecosystem, they’ve fully integrated Cardano and Ethereum. You can pay for compute in $ADA or $ETH, while the network uses $NTX to keep everything coordinated and secure. We are entering the era of Artificial General Intelligence (AGI). AGI requires infinite compute. NuNet ensures that this power belongs to the people, not just the boardrooms of the elite. To stay updated: • Follow @NuNet_Global • Check out:(docs.nunet.io) • Stay locked in 100%

Robots don’t need data seconds later. They need it at the source. Auki gives robots spatial awareness of the physical world. NuNet coordinates the compute resources around them. That’s how AI operates at the speed of reality. #Ntx #ai #robots #depin

AI agents won't pick GPUs. They'll request compute. @nunet_global coordinates everything in between. The orchestration layer for the Internet of Compute. 🌐 #NTX #AI #DEPIN #NUNET

The NuNet Appliance now gives you a full breakdown of your compute resources. Free, allocated, and onboarded, all visible at a glance with expandable detail panels showing CPU cores, RAM, and disk. You can see exactly what capacity is available for new jobs, what's currently in use, and what you've published to the network. Small update, but it makes a real difference when you're managing your machine's contribution to the network Onboard your device to the NuNet Network docs.nunet.io

@cz_binance And 1 million times more compute jobs too. Payments are the last step; orchestration, execution, and settlement happen first. That's the layer being built.

The autonomous AI agent market hits $8.5 billion this year. $35 billion by 2030. But here's what Deloitte also found: organizations with mature orchestration capture 2-3x more value from their AI investments. The problem is 50% of enterprise AI agents are still operating in silos. Disconnected workflows, redundant automations, no coordination between systems. The industry spent years building intelligence and basically forgot to build the infrastructure underneath it The industry built intelligence. It forgot to build coordination. Orchestration isn't a feature. It's the entire infrastructure layer that makes multi-agent AI actually work. At the compute level, orchestration means: discover resources, match workloads, deploy dynamically, recover from failures, settle payments. Automatically. That's what NuNet does. Not at the software layer. At the compute layer underneath everything. When AI agents need to coordinate across devices, owners, and environments, the compute layer has to be orchestrated too. The model race is over. The orchestration race is starting 🏎️

@oceanprotocol @ONcompute I wonder where they stole this idea

The Protocol built the foundation Now the Network is turning it ON⚡️ Ocean Network (@ONcompute) and Ocean Orchestrator are making it easier to run containerized AI workloads without the usual cloud setup and idle billing drag Pick the resources you need Launch from your IDE Get outputs back locally Open Beta opens March 16. Stay tuned 👇 oncompute.ai

@nunet_global Developers think in USD. The network runs on NTX. Seamless for users, powerful for the ecosystem.

NuNet: priced in USD, paid in NTX with real-time conversion. Every transaction flows through the token. USD just removes the friction. Real infrastructure needs real-world pricing

Marketplaces list machines. NuNet orchestrates compute.

Compute today is fragmented. GPU marketplaces. Cloud providers. Edge networks. Robotics clusters. Private data centers. Each operating in its own silo. NuNet changes that. A decentralized orchestration protocol where AI agents can discover, negotiate, and access compute across all networks automatically. Agents request → NuNet matches → Compute delivered. This isn’t just another marketplace. It’s the Internet of Compute. 🌐 #NTX #AI #DEPIN

@Purple369Minds 100%. Visuals make it much easier to grasp. Once people understand the orchestration layer idea, the scale of what NuNet is building becomes pretty clear.

@JonathanTJess Great, I think visual content like this is really effective because it helps get the message across. Most people still don’t realize what a juggernaut this project is, it’s foundational🌐⚡️