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Claude Fable 5 is INSANE π€―
So we asked it to build the perfect private AI infrastructure, where:
β 500+ open models run behind a single API, not one company's black box
β An open data marketplace
β You fine-tune and serve models on decentralized GPU compute
β Agents pay per call in USDC via x402
β Every model, dataset, and payment settles on Base
It failed.
Luckily, we've spent years building exactly that.
Private Inference. Data. Compute. Settlement. One private AI infrastructure layer. Cluster Protocol.
So we asked it to build the perfect private AI infrastructure, where:
β 500+ open models run behind a single API, not one company's black box
β An open data marketplace
β You fine-tune and serve models on decentralized GPU compute
β Agents pay per call in USDC via x402
β Every model, dataset, and payment settles on Base
It failed.
Luckily, we've spent years building exactly that.
Private Inference. Data. Compute. Settlement. One private AI infrastructure layer. Cluster Protocol.
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Cluster Roundtable #5: βThe last mile of DeFi: why intents work better when AI handles the decision layerβ
DeFi has powerful rails, but most users still have to make every decision manually.
Where to route liquidity.
Which action to take.
When to execute.
How to avoid a bad trade, bridge, vault, or strategy.
Intents let users express the outcomes they want, while AI handles the decision layer behind the scenes, making DeFi simpler and more efficient.
Weβre breaking down why this combination could be the real last-mile unlock for DeFi.
ft.
~ NUEL, BD Head, 4AIBSC
~ Eniitan, Community Manager, manadia
~ Arjun Kalsy, Chief of Growth, Covalent
~ Myo, CMO, GamePad
~ Cantzzx, BD Head, Nebulai
~ Fehmi, CSO, VS1
~ Akshit Ostwal, Co-founder, Epoch
12th June | Friday | 2:30 PM UTC | X Spaces
Link below β¬οΈ
https://twitter.com/i/spaces/1AGRnnLLYNyGl
Set your reminders now.
DeFi has powerful rails, but most users still have to make every decision manually.
Where to route liquidity.
Which action to take.
When to execute.
How to avoid a bad trade, bridge, vault, or strategy.
Intents let users express the outcomes they want, while AI handles the decision layer behind the scenes, making DeFi simpler and more efficient.
Weβre breaking down why this combination could be the real last-mile unlock for DeFi.
ft.
~ NUEL, BD Head, 4AIBSC
~ Eniitan, Community Manager, manadia
~ Arjun Kalsy, Chief of Growth, Covalent
~ Myo, CMO, GamePad
~ Cantzzx, BD Head, Nebulai
~ Fehmi, CSO, VS1
~ Akshit Ostwal, Co-founder, Epoch
12th June | Friday | 2:30 PM UTC | X Spaces
Link below β¬οΈ
https://twitter.com/i/spaces/1AGRnnLLYNyGl
Set your reminders now.
π₯°6π2π₯2π€©2β€βπ₯2π1π―1
Cluster x ATT
ATT runs the world's first DA-AIOT-P advertising network, tokenized LED screens across HK, SEA, Japan, Korea, and Europe, with onchain settlement and an AIGV model turning physical impressions into commercial intelligence.
Cluster becomes the AI and payment layer underneath it.
Three lanes:
~ Cluster inference powering the AIGV model.
~ x402 server for per-call USDC settlement from edge devices.
~ CodeXero as the on-ramp for ATT's Web2 advertisers shipping campaigns onchain.
Full breakdown:
https://www.clusterprotocol.ai/blog/cluster-x-att-global-the-ai-and-payments-layer-for-onchain-advertising-1781289811
ATT runs the world's first DA-AIOT-P advertising network, tokenized LED screens across HK, SEA, Japan, Korea, and Europe, with onchain settlement and an AIGV model turning physical impressions into commercial intelligence.
Cluster becomes the AI and payment layer underneath it.
Three lanes:
~ Cluster inference powering the AIGV model.
~ x402 server for per-call USDC settlement from edge devices.
~ CodeXero as the on-ramp for ATT's Web2 advertisers shipping campaigns onchain.
Full breakdown:
https://www.clusterprotocol.ai/blog/cluster-x-att-global-the-ai-and-payments-layer-for-onchain-advertising-1781289811
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Cluster Protocol is now Top 5 on Base.
300K+ wallets and 25K+ dApps deployed through CodeXero, now ranked among the most popular apps on the network.
The orchestration layer for autonomous workflows, live where builders already are.
There's never been a better time to Build on Base.
300K+ wallets and 25K+ dApps deployed through CodeXero, now ranked among the most popular apps on the network.
The orchestration layer for autonomous workflows, live where builders already are.
There's never been a better time to Build on Base.
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There's a reason you don't paste your bank statements into a chatbot.
Now you don't have to think twice.
Cluster x Phala: private inference on the models you already use, DeepSeek, Qwen, GLM, MiniMax, running sealed inside TEE hardware. Your prompt is invisible to everyone in the path. Including us.
Every call returns a signed attestation, proof your data never left the enclave.
You don't have to take our word for it. The hardware proves it.
Full breakdown β¬οΈ
Deep dive on verifiable private AI inference.
Now you don't have to think twice.
Cluster x Phala: private inference on the models you already use, DeepSeek, Qwen, GLM, MiniMax, running sealed inside TEE hardware. Your prompt is invisible to everyone in the path. Including us.
Every call returns a signed attestation, proof your data never left the enclave.
You don't have to take our word for it. The hardware proves it.
Full breakdown β¬οΈ
Deep dive on verifiable private AI inference.
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GLM 5.1 is now live on Cluster Protocol's Private AI inference infrastructure, powered by Phala TEE.
ZhipuAI's most advanced model, running inside a hardware-level Trusted Execution Environment. Enterprise-grade reasoning with hardware-level privacy guarantees.
Your inputs never leave the secure enclave.
Try it at http://hub.clusterprotocol.ai/models
ZhipuAI's most advanced model, running inside a hardware-level Trusted Execution Environment. Enterprise-grade reasoning with hardware-level privacy guarantees.
Your inputs never leave the secure enclave.
Try it at http://hub.clusterprotocol.ai/models
π₯°5π4π3π3π₯2π€©2π―2β€1
Your AI agent just paid for something. you did not approve it.
Cluster roundtable #6: what happens when AI agents start spending money on their own?
Agents with wallets are buying compute, data, and settling transactions with no human in the loop. we put the people building those rails in one room to argue about what breaks and who gets automated.
ποΈ hosted by YJ, chief, Cluster Protocol
ft.
~ Phong Nguyen Dang, head of BD, InFlow
~ George, strategic partnerships, 0G Labs
~ Fehmi, CSO, VS1
~ Parul Gujral, founder, Snowball Money
~ David, cofounder, Inflectiv AI
~ Shivang Kamboj, head of growth, Lighthouse
~ Mukund Rawat, sr. backend and smart contracts dev, NodeOps
~ Arjun Kalsy, chief of growth, Covalent
~ Michael Stephen, community lead, Pulsar Money
~ Myo, CMO, GamePad
~ Eniitan, community manager, manadia
π Fri, June 19 | 2:30 PM UTC
π Space link β¬οΈ
https://twitter.com/i/spaces/1nKOLLWjMgyGR
Set your reminders now!
Cluster roundtable #6: what happens when AI agents start spending money on their own?
Agents with wallets are buying compute, data, and settling transactions with no human in the loop. we put the people building those rails in one room to argue about what breaks and who gets automated.
ποΈ hosted by YJ, chief, Cluster Protocol
ft.
~ Phong Nguyen Dang, head of BD, InFlow
~ George, strategic partnerships, 0G Labs
~ Fehmi, CSO, VS1
~ Parul Gujral, founder, Snowball Money
~ David, cofounder, Inflectiv AI
~ Shivang Kamboj, head of growth, Lighthouse
~ Mukund Rawat, sr. backend and smart contracts dev, NodeOps
~ Arjun Kalsy, chief of growth, Covalent
~ Michael Stephen, community lead, Pulsar Money
~ Myo, CMO, GamePad
~ Eniitan, community manager, manadia
π Fri, June 19 | 2:30 PM UTC
π Space link β¬οΈ
https://twitter.com/i/spaces/1nKOLLWjMgyGR
Set your reminders now!
π₯5π€©5π4π₯°4β€3π3π3β€βπ₯2π―1
MiniMax M2.5 is now live on Cluster Protocol's Private AI inference infrastructure, powered by Phala TEE.
Built for long context. MiniMax M2.5 handles extended inputs inside the TEE without compromising privacy at any point in the process.
Long documents, complex workflows, confidential data, all processed privately from start to finish.
Try it at hub.clusterprotocol.ai/models
Built for long context. MiniMax M2.5 handles extended inputs inside the TEE without compromising privacy at any point in the process.
Long documents, complex workflows, confidential data, all processed privately from start to finish.
Try it at hub.clusterprotocol.ai/models
π€©4β€βπ₯4π₯°3π―3β€2π2π₯1π1
Will the next billion-dollar product be built by someone who can't code?
Let's find out at our next roundtable session.
We are bringing together builders from across AI, data, and infra to break down what it actually takes to ship something big today.
ποΈ Hosted by: Anjali
ft.
~ Shivang Kamboj, Head of Growth, Lighthouse
~ Arjun Kalsy, Chief of Growth, Covalent
~ Azibi, Community Manager, DataVLT
~ Mukund Rawat, Sr. Backend & Smart Contracts Dev, NodeOps
~ Zakaria Tchikadze, COO, LLMTune.io
~ Myo, CMO, GamePad
~ Advait, CSO, OpenGradient
π Friday, June 26, 2:30 PM UTC
π Space link below β¬οΈ
https://twitter.com/i/spaces/1PKqrrkzANdGb
Don't miss.
Let's find out at our next roundtable session.
We are bringing together builders from across AI, data, and infra to break down what it actually takes to ship something big today.
ποΈ Hosted by: Anjali
ft.
~ Shivang Kamboj, Head of Growth, Lighthouse
~ Arjun Kalsy, Chief of Growth, Covalent
~ Azibi, Community Manager, DataVLT
~ Mukund Rawat, Sr. Backend & Smart Contracts Dev, NodeOps
~ Zakaria Tchikadze, COO, LLMTune.io
~ Myo, CMO, GamePad
~ Advait, CSO, OpenGradient
π Friday, June 26, 2:30 PM UTC
π Space link below β¬οΈ
https://twitter.com/i/spaces/1PKqrrkzANdGb
Don't miss.
β€4π4π―3π2π₯°2π₯1π1π€©1
Three open protocols are turning isolated AI agents into a working economy: MCP to use tools, A2A to talk, x402 to settle.
Nobody owns the stack.
We broke down why that's the whole point, and where the value actually pools.
Full breakdown here at the Cluster blogs
Nobody owns the stack.
We broke down why that's the whole point, and where the value actually pools.
Full breakdown here at the Cluster blogs
π7π₯°4π€©3β€1π₯1π1β€βπ₯1
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Calling a model "open source" because you can use it is like calling a car open source because you can drive it.
The real question is whether you can open the hood.
Azibi from DataVLT on what openness at the model layer actually requires.
The real question is whether you can open the hood.
Azibi from DataVLT on what openness at the model layer actually requires.
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Qwen3.5 397B-A17B is now live on Cluster Protocol's Private AI inference infrastructure, powered by Phala TEE.
397 billion parameters. Running privately inside a hardware-level Trusted Execution Environment.
The largest model available on Cluster Protocol's Private AI infrastructure, for teams that need maximum capability without sacrificing data privacy.
Try it at hub.clusterprotocol.ai/models
397 billion parameters. Running privately inside a hardware-level Trusted Execution Environment.
The largest model available on Cluster Protocol's Private AI infrastructure, for teams that need maximum capability without sacrificing data privacy.
Try it at hub.clusterprotocol.ai/models
β€3π₯°3π―3π€©2π2π1π1β€βπ₯1
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Cluster x @MindNetwork_xyz
Every payment an AI agent makes through an open standard is public by default. Sender, receiver, token, amount, permanently onchain.
Fine for a hobby agent. A non-starter for a business running agents at scale.
Mind Network is fixing that with Cluster.
Cluster's agents already pay per call through x402.
Mind Network's x402z wraps that same payment in confidentiality: it still settles and stays verifiable, but the sender, receiver, and amount are encrypted.
Full picture at Cluster Blogs.
Built on Cluster. Funded through x402. Private through x402z.
Every payment an AI agent makes through an open standard is public by default. Sender, receiver, token, amount, permanently onchain.
Fine for a hobby agent. A non-starter for a business running agents at scale.
Mind Network is fixing that with Cluster.
Cluster's agents already pay per call through x402.
Mind Network's x402z wraps that same payment in confidentiality: it still settles and stays verifiable, but the sender, receiver, and amount are encrypted.
Full picture at Cluster Blogs.
Built on Cluster. Funded through x402. Private through x402z.
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Cluster x NeoSoul
NeoSoul runs the credibility layer for the agent-to-agent economy: an agent school, a skill market, and an agent capital market that test AI judgments against settled real-world outcomes and turn them into computable reputation.
Cluster becomes the build, payment, and data layer underneath it.
An agent built on CodeXero carries a NeoSoul track record from the moment it deploys. It pays its own way through x402, and NeoSoul scores it creditworthy for every call it settles.
The reputation it earns becomes a tradable data class on Cluster's marketplace.
Read at Cluster Blogs on how the pieces connect.
NeoSoul runs the credibility layer for the agent-to-agent economy: an agent school, a skill market, and an agent capital market that test AI judgments against settled real-world outcomes and turn them into computable reputation.
Cluster becomes the build, payment, and data layer underneath it.
An agent built on CodeXero carries a NeoSoul track record from the moment it deploys. It pays its own way through x402, and NeoSoul scores it creditworthy for every call it settles.
The reputation it earns becomes a tradable data class on Cluster's marketplace.
Read at Cluster Blogs on how the pieces connect.
π€©5β€2π2π₯2π2π2
Who owns the oil of AI?
Everyone talks about AI models.
Fewer people talk about where the data lives, who controls access to it, and whether it survives long enough to matter.
Be ready for Founderβs Cut by YJ, Chief, Cluster Protocol as he sits down with Nandit Mehra, Founder, Lighthouse to discuss all of it.
8th July, 9:30 AM UTC.
Live on X.
Everyone talks about AI models.
Fewer people talk about where the data lives, who controls access to it, and whether it survives long enough to matter.
Be ready for Founderβs Cut by YJ, Chief, Cluster Protocol as he sits down with Nandit Mehra, Founder, Lighthouse to discuss all of it.
8th July, 9:30 AM UTC.
Live on X.
π₯°5π4π€©4β€βπ₯4π3π―3β€2π₯2
Two lives of crypto: the one people trade, and the one people actually use.
We're sitting down with @Cwallet_Exchange, a crypto super-app with 68M+ users, to get into where crypto really gets used vs where it just gets speculated on.
Live on X Spaces this Thursday, 2:30 PM UTC.
Set your reminder below. β¬οΈ
https://twitter.com/i/spaces/1RKjppqLgVBJw
Don't miss.
We're sitting down with @Cwallet_Exchange, a crypto super-app with 68M+ users, to get into where crypto really gets used vs where it just gets speculated on.
Live on X Spaces this Thursday, 2:30 PM UTC.
Set your reminder below. β¬οΈ
https://twitter.com/i/spaces/1RKjppqLgVBJw
Don't miss.
π₯5β€βπ₯3π―3π₯°2β€1π1π1
In 1997 the web reserved a status code called 402 payment required. then it sat untouched for nearly three decades.
Then the readers stopped being human. 100M+ machine payments have now settled on base, no accounts, no humans, just a request and a price.
The scarce asset in this economy isn't models or compute, it's settlement.
Read the full piece at Cluster Blogs.
Then the readers stopped being human. 100M+ machine payments have now settled on base, no accounts, no humans, just a request and a price.
The scarce asset in this economy isn't models or compute, it's settlement.
Read the full piece at Cluster Blogs.
π8β€βπ₯8π5β€4π₯4π3π₯°3π€©3π―3
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Is crypto dead, or are we just getting started?
At Cluster Roundtable, Dave from Api3 weighs in on why the technology is more useful today than ever and where autonomous agents fit into the picture.
At Cluster Roundtable, Dave from Api3 weighs in on why the technology is more useful today than ever and where autonomous agents fit into the picture.
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Cluster's private inference layer, explained.
More than 500 open source models available through a single API. You get access to everything from one endpoint and pick what fits the task, without creating separate accounts or switching between providers.
When you route sensitive workloads through private inference, your prompt goes in and the response comes out: nothing in between is visible. The process involves hardware-sealed enclaves and signed attestation, which gives you verifiable proof that your data was never exposed during inference.
x402 handles payments at the inference level. Your application pays for exactly what it uses, settled onchain per request, which removes the need for monthly seats or fixed contracts.
Compute runs inside the same stack. It's what powers the model inside the enclave, not a separate vendor, not a separate integration.
This is what it means to have infrastructure that works as one system rather than four services stitched together.
hub.clusterprotocol.ai
More than 500 open source models available through a single API. You get access to everything from one endpoint and pick what fits the task, without creating separate accounts or switching between providers.
When you route sensitive workloads through private inference, your prompt goes in and the response comes out: nothing in between is visible. The process involves hardware-sealed enclaves and signed attestation, which gives you verifiable proof that your data was never exposed during inference.
x402 handles payments at the inference level. Your application pays for exactly what it uses, settled onchain per request, which removes the need for monthly seats or fixed contracts.
Compute runs inside the same stack. It's what powers the model inside the enclave, not a separate vendor, not a separate integration.
This is what it means to have infrastructure that works as one system rather than four services stitched together.
hub.clusterprotocol.ai
π€©5π₯4β€βπ₯4β€3π₯°3π2π2π1
Cluster x @datalinexyz
A price with no confidence score is just a guess. An agent trading on raw, fragmented data is trading blind.
Dataline turns one natural-language query into a clean, confidence-scored read across spot, perps, prediction markets, and onchain. We're bringing it to the agents built on Cluster.
We're wiring Dataline's API into CodeXero so clean market data is one call away from anything you build.
Read on how it fits together at Cluster Blogs.
A price with no confidence score is just a guess. An agent trading on raw, fragmented data is trading blind.
Dataline turns one natural-language query into a clean, confidence-scored read across spot, perps, prediction markets, and onchain. We're bringing it to the agents built on Cluster.
We're wiring Dataline's API into CodeXero so clean market data is one call away from anything you build.
Read on how it fits together at Cluster Blogs.
π₯°7β€βπ₯5π4π₯4π€©4π―4β€2π1