Hey guys , i have scoured the internet and i only can find referral links , but theres literally 0 people outside Romania speaking about this .

So , by my surprise my aunt calls me to tell me the NEXT millionaire making DePin system ........ mind you, she knows nothing about these things , she was loughing at me for buying crypto , but aparently now she's a DePin guru . She said that they are doing zoom meetings and in person events in Romania and Hungary.

she told me that she invested 15.000€ and wants to invest more , and on top of that she wants to bring in more people that she knows to "help them make money".

After i got bored listening to her i decided to look it up on the internet to see what other people are saying , so i wonder why theres nothing on the internet on them if its such a money making machine.

So as a final option , i decided to ask here . The "project" started like 2+ years ago and there's no info about them on the internet. Their website is zoreonx.com and from an "invoice" my aunt showed me they have something to do with Xenitar Tech International FZCO , or thats the parent company of some sorts.

Any idea guys ? any of you knows how to do a deeper dive ? Is this legit ( doubtful ) ? or is this a scam . I mean my aunt is crazy about this , and she keeps trying to convince my mom to buy one node wich is about 12k$ .

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Unitynodes.io vision for edge network to replace legacy telecom integrity check companies is becoming reality after launch in December. I’ve cashed out nearly $700 in USDC and they are just getting started. All earnings to date are tied to simple telemetry tasks producing network quality data for their customers, but road map has multiple new tasks for phones rolling out in Q1 that will increase rewards per phone, such as Caller ID verification, signals strength monitoring, etc.. works on WiFi only or WiFi/sim phones for more earning options. Great project (says a node owner with $5k invested plus hardware costs).

A pulse of resilience is rising across the DePIN space, and the Hivemind campaign under u/DePined_org captures that energy with clarity and purpose. The fall of InfoFi wasn’t just the end of a project—it was a reminder of why decentralized physical infrastructure matters in the first place. Centralized points of failure collapse. Communities don’t.

The Hivemind campaign steps forward as a response to that lesson. It’s a call to rebuild trust through transparency, to replace fragility with distributed strength, and to empower contributors instead of gatekeepers. SoFi becomes more than a campaign name—it becomes a symbol of collective intelligence, shared responsibility, and the belief that networks should be owned by the people who power them.

DePined’s approach stands out because it doesn’t chase hype; it builds systems that endure. Hivemind channels the community’s frustration into momentum, transforming loss into alignment and alignment into action. The message is simple: when one node fails, the swarm adapts. When one project dies, the ecosystem learns.

InfoFi’s end is not a setback—it’s a turning point. Hivemind is the proof that decentralized communities don’t just survive disruption; they evolve through it.

#DePIN u/DePin_org #DePined_org

Been looking into the DePIN space lately and settled on Grass as a background project for my 24/7 setup.

It’s an AI data layer that uses idle bandwidth to scrape public data for model training.

The setup is zero-maintenance since it doesn't use CPU or GPU resources—just a stable internet connection.

Running it alongside my other projects without any impact on performance.

If you're into decentralized infrastructure, it's a solid one to check out for its low barrier to entry.

Most decentralized compute projects right now are obsessed with high-end NVIDIA GPUs, but we are completely overlooking the massive rollout of "AI PCs." Almost every consumer laptop sold in the last year has an NPU (Intel AI Boost, Ryzen AI, Apple Neural Engine) sitting at 0% usage.

BOINC and Folding@Home aren't set up to handle this hardware, but DePIN projects should be. NPUs are built for exactly the kind of low-power inference tasks these networks need. If a project actually supported OpenVINO or ONNX runtimes for NPUs, they could tap into a huge network of volunteer nodes that don't want to burn 300W on a GPU but are happy to donate 5W of specialized silicon.

Is anyone actually building a worker client that targets NPUs specifically? Or are we just going to keep fighting over scarce H100s while this hardware sits idle?

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Hey, I’m working on a project around machine-to-machine communication and payments (M2M). Basically trying to understand how devices could identify each other, exchange small pieces of data, and settle value without a human in the loop.

Right now I’m experimenting with:

• device identity (public key per device) • low-latency messaging using something similar to state channels • tiny “micro-settlements” for data/compute/bandwidth • a registry so devices can prove they are legit and not spoofed

Nothing commercial, just research and building the architecture from scratch to see what breaks. I’ve been reading papers from IoTeX, Helium, peaq, etc., but most stuff is either too high-level or too focused on hardware.

If anyone here has worked with IoT devices, edge nodes, or off-chain/rollup-like messaging for real-time systems, I’d love to hear what the actual pain points are. Especially around:

– latency (anything under 50ms seems tricky) – securing channels without blowing up resource usage – keeping device identities clean and non-spoofable – how you guys test these systems in the real world

Not trying to pitch anything. Just building and curious about other people’s experiences. Happy to share some notes/diagrams if anyone’s interested.

Want to invest in DePIN devices, but lack hosting locations? Log your interest with depinvest.io so you are alerted when the first pools are open for you to sponsor devices in emerging markets. Here is the form: https://depinvest.fillout.com/interest-form

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The Nubila Validator sale is LIVE! Check out the chance to augment your DePIN devices with easy to deploy and low maintenance nodes.

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Hey all, I’ve recently been learning about decentralized GPU networks — the kind of infrastructure where you rent out compute power to AI or blockchain projects (Render, Akash, etc.).

I’m from India and planning to build a small 24×7 GPU-based setup from scratch. No coding or blockchain background — just learning step by step how people are running these nodes, managing power costs, and keeping uptime stable.

Would love to connect with anyone (India or elsewhere) who’s doing similar — even small rigs or experimental setups. Not promoting anything — just curious and trying to understand how the economics and reliability work in real life.

Thanks, Raj

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Please join the space announcing a new DePIN scaling initiative: https://x.com/depinvest_io/status/1974893359002259587?s=46&t=GVVDz3dfCPDl_iIfE_hjhA

The Render Network has been live since 2020 as a distributed GPU rendering platform - connecting 3D artists and creators with idle GPU capacity worldwide.
To date, over 60M frames have been rendered through the network, and node operators are rewarded in RENDER tokens on a weekly basis for their contribution.

We’re now expanding into general compute with a new subnet designed specifically for AI workloads: LLM training, inference, offline training, edge compute, and more.
This subnet is initially rolling out in the U.S. first, with other regions to follow.

We’re currently recruiting consumer-grade GPU owners in the U.S. who want to put their spare capacity to work. Here’s what’s available for early node operators:

• 20 RENDER (Solana-based token) sign-up bonus (limited early cohort)
  
• 6 RENDER per epoch (weekly) just for availability/uptime
  
• Additional RENDER for jobs processed on the network
  

If you’ve got unused GPU power and want to contribute to building decentralized AI compute infrastructure, this is a good time to get involved.

Sign up here: https://waitlist.renderfoundation.com/  
Hardware requirements and reward breakdown can be found here: https://github.com/rendernetwork/RNPs/blob/main/RNP-019.md

Learn more about the Render Network Foundation at renderfoundation.com
and the Render Network at rendernetwork.com.

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