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Autonomys

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Real-World DeAI Adoption — Autonomys Powers MetYa’s SocialFi Storage Autonomys x MetYa: The DeAI Storage Revolution Hits 8.5M+ Users Autonomys has officially partnered with MetYa, a SocialFi pioneer with over 8.5 million users worldwide. This integration brings Auto Drive, Autonomys’ decentralized storage solution, into the core infrastructure of a high-volume, real-world app. MetYa isn’t your average dating platform. With real-time language translation in 138+ languages, tokenized interactions, and a DatingFi economy, it’s a flagship example of where SocialFi is headed. Now powered by Autonomys, all user data, profile interactions, and AI matchmaking systems will be stored on a fully decentralized and censorship-resistant network. This partnership signals the real-world potential of Autonomys’ technology, and how $AI3 can scale with actual user demand. This is more than a partnership. It’s validation. With this move, Autonomys positions itself as the decentralized data infrastructure of the AI3.0 era. Explore Space Acres and Auto Drive today autonomys.xyz #Autonomys #MetYa #SocialFi #DatingFi #Web3 #DeAI #CryptoNews @AutonomysNet @metyacom
Real-World DeAI Adoption — Autonomys Powers MetYa’s SocialFi Storage

Autonomys x MetYa: The DeAI Storage Revolution Hits 8.5M+ Users

Autonomys has officially partnered with MetYa, a SocialFi pioneer with over 8.5 million users worldwide. This integration brings Auto Drive, Autonomys’ decentralized storage solution, into the core infrastructure of a high-volume, real-world app.

MetYa isn’t your average dating platform. With real-time language translation in 138+ languages, tokenized interactions, and a DatingFi economy, it’s a flagship example of where SocialFi is headed.

Now powered by Autonomys, all user data, profile interactions, and AI matchmaking systems will be stored on a fully decentralized and censorship-resistant network.
This partnership signals the real-world potential of Autonomys’ technology, and how $AI3 can scale with actual user demand.

This is more than a partnership. It’s validation.

With this move, Autonomys positions itself as the decentralized data infrastructure of the AI3.0 era.

Explore Space Acres and Auto Drive today
autonomys.xyz

#Autonomys #MetYa #SocialFi #DatingFi #Web3 #DeAI #CryptoNews @AutonomysNet @METYA丨SocialFi
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Bullish
The Infrastructure AI Needs: How Autonomys is Building for Billions of Agents As AI agents scale into the billions, our current centralized cloud infrastructure is crumbling. Outages, vendor lock-ins, and mounting data risks are signs of a system stretched to its limits. The Problem: Today’s cloud services were never built to support a fully decentralized, intelligent world. As AI agents multiply across industries, from healthcare to social apps, the need for scalable, trustless storage becomes mission-critical. Autonomys' Solution: Autonomys is building the backbone of AI3.0. With Auto Drive, its decentralized storage network, and the Auto Agents Framework, developers now have access to tools purpose-built for AI. Key Milestones: 100K+ decentralized farmers across 60+ countries Open-source architecture available to build on today Proven capacity and reliability at scale Why It Matters: This isn’t just theoretical, Autonomys is already powering real-world platforms like MetYa (8.5M+ users). With its infrastructure, founders and developers can finally build AI systems without relying on fragile Web2 solutions. Closing Thoughts: The future of AI isn’t just smarter, it’s decentralized, resilient, and open. Autonomys is leading that charge. Learn more at: autonomys.xyz Join the AI3 movement: @AutonomysNet #AI3 #DeAI #Autonomys #Web3Infra #AIInfrastructure
The Infrastructure AI Needs: How Autonomys is Building for Billions of Agents

As AI agents scale into the billions, our current centralized cloud infrastructure is crumbling. Outages, vendor lock-ins, and mounting data risks are signs of a system stretched to its limits.

The Problem:
Today’s cloud services were never built to support a fully decentralized, intelligent world. As AI agents multiply across industries, from healthcare to social apps, the need for scalable, trustless storage becomes mission-critical.

Autonomys' Solution:
Autonomys is building the backbone of AI3.0.
With Auto Drive, its decentralized storage network, and the Auto Agents Framework, developers now have access to tools purpose-built for AI.

Key Milestones:
100K+ decentralized farmers across 60+ countries
Open-source architecture available to build on today
Proven capacity and reliability at scale

Why It Matters:
This isn’t just theoretical, Autonomys is already powering real-world platforms like MetYa (8.5M+ users). With its infrastructure, founders and developers can finally build AI systems without relying on fragile Web2 solutions.

Closing Thoughts:
The future of AI isn’t just smarter, it’s decentralized, resilient, and open. Autonomys is leading that charge.

Learn more at: autonomys.xyz
Join the AI3 movement: @AutonomysNet
#AI3 #DeAI #Autonomys #Web3Infra #AIInfrastructure
TEE Castles and Confidential AI: Dr. Chen Feng’s and Autonomys’ MissionMarkets were shaken by an unexpected debate between Trump and Elon. This also dealt a heavy blow to #bitcoin . The most talked about tokens on #Binance today were $MASK , $ENA and $TRB While the dust settles, I will be taking a break from the markets for a bit and reviewing the latest developments in the #AI world as a #SocialMining writer at @DAOLabs with an interview with Dr. Chen Feng, #Autonomys Research Chair and UBC Professor In an era where AI has permeated every field, privacy and security are among the major issues that will determine the future of technology. In this context, the vision put forward by Dr. Chen Feng, Research Chair at Autonomys and Associate Professor at the University of British Columbia, stands out for both its theoretical depth and practical applicability. In a recent appearance on the Spilling the TEE podcast, Feng made a strong case for Trusted Execution Environments (TEEs) in building privacy-first AI. In his words, “TEEs are fortresses” – hardware-isolated zones where code and data can run securely even in hostile environments. TEEs differ significantly from cryptographic privacy solutions such as ZKP (zero-knowledge proofs), MPC (multi-party computation), and FHE (fully homomorphic encryption). While cryptographic solutions are theoretically powerful, they currently have limited usability due to their high processing loads. Dr. Feng humorously puts it this way: “If we wait for some cryptographic approaches to catch up, we may have to wait until the end of the century.” TEEs, on the other hand, already offer high-performance, application-oriented solutions. Their ability to reduce the privacy burden to just 5%, especially in GPU-intensive AI workloads, makes them ideal for AI applications. Autonomys is developing a privacy-focused infrastructure for decentralized intelligent agents. At the heart of this vision is TEEs as a hardware security layer that will support the data-driven nature of AI and protect individual privacy. Autonomys’ adoption of this technology is both a practical engineering choice and a philosophical stance: to provide trust without centralization, and scalability without privacy. Dr. Feng’s approach does not only propose a technological solution, but also aims for a societal transformation. In the future, billions of AI agents will interact with humans and each other on-chain. But these agents should also have the right to privacy. “If AI agents are users, they deserve privacy,” Feng says. Autonomys therefore proposes to manage privacy through application operators at the infrastructure layer, rather than placing separate TEEs on each agent – ​​thus scaling the system without overwhelming it. Dr. Feng’s AI doctors project demonstrates that these technologies can be used even in privacy-critical areas such as healthcare. This pilot offers an opportunity to test both technological feasibility and societal benefit. Finally, Feng’s warning is clear: “If only two or three companies control AI, that’s dangerous… We still have time, but not much time.” Autonomys and Feng’s work is not just a technological choice, but also an invitation to build a more equitable, private, and decentralized AI future for humanity.

TEE Castles and Confidential AI: Dr. Chen Feng’s and Autonomys’ Mission

Markets were shaken by an unexpected debate between Trump and Elon. This also dealt a heavy blow to #bitcoin . The most talked about tokens on #Binance today were $MASK , $ENA and $TRB
While the dust settles, I will be taking a break from the markets for a bit and reviewing the latest developments in the #AI world as a #SocialMining writer at @DAO Labs with an interview with Dr. Chen Feng, #Autonomys Research Chair and UBC Professor

In an era where AI has permeated every field, privacy and security are among the major issues that will determine the future of technology. In this context, the vision put forward by Dr. Chen Feng, Research Chair at Autonomys and Associate Professor at the University of British Columbia, stands out for both its theoretical depth and practical applicability. In a recent appearance on the Spilling the TEE podcast, Feng made a strong case for Trusted Execution Environments (TEEs) in building privacy-first AI. In his words, “TEEs are fortresses” – hardware-isolated zones where code and data can run securely even in hostile environments.
TEEs differ significantly from cryptographic privacy solutions such as ZKP (zero-knowledge proofs), MPC (multi-party computation), and FHE (fully homomorphic encryption). While cryptographic solutions are theoretically powerful, they currently have limited usability due to their high processing loads. Dr. Feng humorously puts it this way: “If we wait for some cryptographic approaches to catch up, we may have to wait until the end of the century.” TEEs, on the other hand, already offer high-performance, application-oriented solutions. Their ability to reduce the privacy burden to just 5%, especially in GPU-intensive AI workloads, makes them ideal for AI applications.

Autonomys is developing a privacy-focused infrastructure for decentralized intelligent agents. At the heart of this vision is TEEs as a hardware security layer that will support the data-driven nature of AI and protect individual privacy. Autonomys’ adoption of this technology is both a practical engineering choice and a philosophical stance: to provide trust without centralization, and scalability without privacy.
Dr. Feng’s approach does not only propose a technological solution, but also aims for a societal transformation. In the future, billions of AI agents will interact with humans and each other on-chain. But these agents should also have the right to privacy. “If AI agents are users, they deserve privacy,” Feng says. Autonomys therefore proposes to manage privacy through application operators at the infrastructure layer, rather than placing separate TEEs on each agent – ​​thus scaling the system without overwhelming it.
Dr. Feng’s AI doctors project demonstrates that these technologies can be used even in privacy-critical areas such as healthcare. This pilot offers an opportunity to test both technological feasibility and societal benefit. Finally, Feng’s warning is clear: “If only two or three companies control AI, that’s dangerous… We still have time, but not much time.”
Autonomys and Feng’s work is not just a technological choice, but also an invitation to build a more equitable, private, and decentralized AI future for humanity.
Castle of Trust: Can We Build AI That Respects Us?We spend a lot of time talking about what AI can do. But not nearly enough time asking what it should do. AI is no longer just a tool—it’s becoming something more. These systems are starting to make decisions, act on our behalf, even negotiate for us. But here’s the catch: how do we know they’re actually doing what we want, and not just following the agenda of whoever built them? That’s where Autonomys comes in—with something they call Confidential AI. And at the heart of it is a powerful piece of tech: Trusted Execution Environments, or TEEs. Dr. Chen Feng, Head of Research at Autonomys, said something that really stuck with me: “Privacy is not an afterthought. It is architecture.” That line changed how I think about AI. Privacy isn’t just a setting to toggle on—it should be part of how we build these systems from the ground up. So what are TEEs? Imagine a little digital vault built right into your computer’s chip. It’s a protected space where sensitive data gets processed and no one, not even the cloud provider or system admin, can peek inside. Whatever happens in there, stays there. No leaks. No backdoors. Sure, there are other privacy tools like zero-knowledge proofs and homomorphic encryption but let’s be real: they’re often slow, complex, and not easy to scale. TEEs, on the other hand, already exist in modern hardware. Developers can start using them right now to protect your personal data, your choices, your autonomy. And here’s the part that really hits home: this commitment to privacy? It reminds me a lot of why many of us believed in Bitcoin in the first place. Not just for the price charts—but for what it represented. Sovereignty. Control. Freedom. In the same way $BTC gave people financial power, TEEs can give us back control over our digital identities in this new AI-driven world. As a Social Miner with @DAOLabs DAOLabs, I see it as our role to highlight projects that actually stand for something. Autonomys isn’t just chasing smarter AI—it’s building AI we can trust. And that’s what’s going to matter most. Because in the end, the strongest AI won’t be the one that knows everything. It’ll be the one that respects your choices. One chip. One castle. One decision at a time. $AI3 #Autonomys s #SocialMining

Castle of Trust: Can We Build AI That Respects Us?

We spend a lot of time talking about what AI can do. But not nearly enough time asking what it should do.

AI is no longer just a tool—it’s becoming something more. These systems are starting to make decisions, act on our behalf, even negotiate for us. But here’s the catch: how do we know they’re actually doing what we want, and not just following the agenda of whoever built them?

That’s where Autonomys comes in—with something they call Confidential AI. And at the heart of it is a powerful piece of tech: Trusted Execution Environments, or TEEs.

Dr. Chen Feng, Head of Research at Autonomys, said something that really stuck with me:

“Privacy is not an afterthought. It is architecture.”

That line changed how I think about AI. Privacy isn’t just a setting to toggle on—it should be part of how we build these systems from the ground up.

So what are TEEs? Imagine a little digital vault built right into your computer’s chip. It’s a protected space where sensitive data gets processed and no one, not even the cloud provider or system admin, can peek inside. Whatever happens in there, stays there. No leaks. No backdoors.

Sure, there are other privacy tools like zero-knowledge proofs and homomorphic encryption but let’s be real: they’re often slow, complex, and not easy to scale. TEEs, on the other hand, already exist in modern hardware. Developers can start using them right now to protect your personal data, your choices, your autonomy.

And here’s the part that really hits home: this commitment to privacy? It reminds me a lot of why many of us believed in Bitcoin in the first place. Not just for the price charts—but for what it represented. Sovereignty. Control. Freedom.

In the same way $BTC gave people financial power, TEEs can give us back control over our digital identities in this new AI-driven world.

As a Social Miner with @DAO Labs DAOLabs, I see it as our role to highlight projects that actually stand for something. Autonomys isn’t just chasing smarter AI—it’s building AI we can trust. And that’s what’s going to matter most.

Because in the end, the strongest AI won’t be the one that knows everything.
It’ll be the one that respects your choices.

One chip. One castle. One decision at a time.
$AI3 #Autonomys s #SocialMining
🔍 Audit the Algorithm: How Todd Ruoff and Autonomys Are Redefining Ethical AI#AI is evolving fast — just like $BTC reshaped finance, $ETH revolutionized smart contracts, and $SOL continues to push performance boundaries in decentralized systems. But in the race toward superintelligence, one question stands tall: Can we trust the intelligence we’re building? Todd Ruoff, CEO of #Autonomys , believes we can — but only if we build it right. In a recent deep-dive interview, he outlines a vision where agentic AI is transparent, accountable, and decentralized from the ground up. “You can’t fix what you can’t see. You can’t regulate what you can’t understand.” — Todd Ruoff 🧠 On-Chain + Open Source = Ethical by Default Today’s AI is full of invisible risks: black-box models, fabricated outputs, and opaque decision-making. Autonomys flips that on its head. It builds AI agents that operate entirely on-chain, using open-source codebases — ensuring every decision is traceable, auditable, and verifiable. Real-world example? 0xArgu-mint, Autonomys’ flagship agent, remembers your interactions, logs every step of its reasoning, and allows users to challenge its logic — all on-chain. It’s like combining the openness of $FET and $AGIX, the modularity of $TIA, and the immutability of $AR — to create a system where AI becomes ethically programmable by default. 🛡️ Decentralized Control = Human-Aligned Intelligence Let’s face it: if AI remains in the hands of centralized powerhouses, we’re not eliminating bias — we’re just hiding it behind more compute. #Autonomys insists that decentralization is non-negotiable. Its Agentic Framework allows agents to be peer-reviewed, forked, upgraded, and governed by the community — much like $ETH’s open dev ethos or how $SOL’s ecosystem rewards contributors at scale. It’s a call to democratize intelligence — before it’s too late. “Decentralization isn’t about ideology. It’s about survival.” — Todd Ruoff 🌐 The Bigger Picture Autonomy isn’t just building smarter AI. It’s building verifiable, community-aligned intelligence that puts transparency before power. It reminds us that AI’s future shouldn't just be scalable — it must be accountable. As a proud and active Social Miner at @DAOLabs , I’m excited to champion this movement. With AI3 gaining momentum, and innovation mirroring the exponential growth of ecosystems like $BTC, $ETH, and $SOL, the future is bright — but only if it’s transparent #AgenticAI #SocialMining@DAOLabs #BTC #ETH #SOL

🔍 Audit the Algorithm: How Todd Ruoff and Autonomys Are Redefining Ethical AI

#AI is evolving fast — just like $BTC reshaped finance, $ETH revolutionized smart contracts, and $SOL continues to push performance boundaries in decentralized systems.
But in the race toward superintelligence, one question stands tall:
Can we trust the intelligence we’re building?
Todd Ruoff, CEO of #Autonomys , believes we can — but only if we build it right. In a recent deep-dive interview, he outlines a vision where agentic AI is transparent, accountable, and decentralized from the ground up.

“You can’t fix what you can’t see. You can’t regulate what you can’t understand.”
— Todd Ruoff
🧠 On-Chain + Open Source = Ethical by Default
Today’s AI is full of invisible risks: black-box models, fabricated outputs, and opaque decision-making.

Autonomys flips that on its head. It builds AI agents that operate entirely on-chain, using open-source codebases — ensuring every decision is traceable, auditable, and verifiable.

Real-world example? 0xArgu-mint, Autonomys’ flagship agent, remembers your interactions, logs every step of its reasoning, and allows users to challenge its logic — all on-chain.

It’s like combining the openness of $FET and $AGIX, the modularity of $TIA, and the immutability of $AR — to create a system where AI becomes ethically programmable by default.

🛡️ Decentralized Control = Human-Aligned Intelligence
Let’s face it: if AI remains in the hands of centralized powerhouses, we’re not eliminating bias — we’re just hiding it behind more compute.
#Autonomys insists that decentralization is non-negotiable.
Its Agentic Framework allows agents to be peer-reviewed, forked, upgraded, and governed by the community — much like $ETH ’s open dev ethos or how $SOL ’s ecosystem rewards contributors at scale. It’s a call to democratize intelligence — before it’s too late.

“Decentralization isn’t about ideology. It’s about survival.”
— Todd Ruoff

🌐 The Bigger Picture
Autonomy isn’t just building smarter AI. It’s building verifiable, community-aligned intelligence that puts transparency before power.
It reminds us that AI’s future shouldn't just be scalable — it must be accountable.

As a proud and active Social Miner at @DAO Labs , I’m excited to champion this movement. With AI3 gaining momentum, and innovation mirroring the exponential growth of ecosystems like $BTC , $ETH , and $SOL , the future is bright — but only if it’s transparent
#AgenticAI #SocialMining@DAO Labs #BTC #ETH #SOL
Building Ethical AI: Todd Ruoff’s Vision for Transparency, Accountability, and DecentralizationIt has being a green market in the world of cryptocurrency with the giant of them all $BTC still holding the 100k zone and other altcoins like $RPL and $ME keep showing bullish signal As Artificial intelligence keeps evolving and shaping everything ranging from how we govern to how we interact on-chain. This rapid evolution of artificial intelligence has sparked many discussions and questions about it's safety, fairness, ethical deployment and alignment with human values. In a recent interview with Authority Magazine, The CEO of , Todd Ruoff gave a clear and principled response to this worrisome questions as he had implemented through Autonomys projects like 0xArgu-mint and the Agentic Framework. One of ruoff compelling argument was that ethic in AI must begin with Open-source development, he quoted "When AI is built in the open, users can rest assured that their AI is operating without bias". In support of what he said as the CEO of #Autonomys , he stressed that "We don’t treat ethics as a side conversation, but rather build it into everything we do. We made the decision early on to be fully open-source, ensuring that our technology can be audited, improved, and challenged by the community". Ruoff also emphasizes the necessity of on-chain transparency, he quoted "As too much AI still operates in a black box environment. We need to push for explainability and accountability across the industry" This is already implemented in their PoC agents Argu-mint & Agree-mint as they record their complete memory on-chain, providing true permanence, verifiable transparency, and censorship resistance. Finally, decentralizing control over AI is at the heart of Ruoff’s vision. He quoted "AI shouldn’t be dictated by a handful of corporations,” in addition to this he emphasized Autonomys commitment to decentralization and stressed that they have no single entity and full control over the AI applications they build so as to ensure fair access. As a @DAOLabs Social miner, it’s clear that Ruoff and Autonomys are not just talking about responsible AI—they are building it. By anchoring ethics in code, transparency in chain, and power in community, they offer a blueprint for the future of trustworthy AI.

Building Ethical AI: Todd Ruoff’s Vision for Transparency, Accountability, and Decentralization

It has being a green market in the world of cryptocurrency with the giant of them all $BTC still holding the 100k zone and other altcoins like $RPL and $ME keep showing bullish signal
As Artificial intelligence keeps evolving and shaping everything ranging from how we govern to how we interact on-chain. This rapid evolution of artificial intelligence has sparked many discussions and questions about it's safety, fairness, ethical deployment and alignment with human values.
In a recent interview with Authority Magazine, The CEO of , Todd Ruoff gave a clear and principled response to this worrisome questions as he had implemented through Autonomys projects like 0xArgu-mint and the Agentic Framework.
One of ruoff compelling argument was that ethic in AI must begin with Open-source development, he quoted "When AI is built in the open, users can rest assured that their AI is operating without bias".
In support of what he said as the CEO of #Autonomys , he stressed that "We don’t treat ethics as a side conversation, but rather build it into everything we do. We made the decision early on to be fully open-source, ensuring that our technology can be audited, improved, and challenged by the community".
Ruoff also emphasizes the necessity of on-chain transparency, he quoted "As too much AI still operates in a black box environment. We need to push for explainability and accountability across the industry"
This is already implemented in their PoC agents Argu-mint & Agree-mint as they record their complete memory on-chain, providing true permanence, verifiable transparency, and censorship resistance.
Finally, decentralizing control over AI is at the heart of Ruoff’s vision. He quoted "AI shouldn’t be dictated by a handful of corporations,” in addition to this he emphasized Autonomys commitment to decentralization and stressed that they have no single entity and full control over the AI applications they build so as to ensure fair access.
As a @DAO Labs Social miner, it’s clear that Ruoff and Autonomys are not just talking about responsible AI—they are building it. By anchoring ethics in code, transparency in chain, and power in community, they offer a blueprint for the future of trustworthy AI.
Who Holds the Future of AI? An Ethical, Transparent, and Decentralized Vision from Todd Ruoff#bitcoin is gathering strength for new highs after making ATH . #Binance  users showed the most interest in #ETH $UNI , $LPT   and $MASK   tokens today. Today, as a #SocialMining writer at @DAOLabs , I'll share with you #Autonomys , one of the popular AI projects I've talked about a lot before. Todd Ruoff, founder of Autonomys, argues that AI technology should be shaped not only by performance, but also by accountability and social ownership. In this article, we examine the future of transparent, decentralized, and ethical AI design through his framework. AI is no longer just a matter of technology; it has also become an area where core values ​​such as ethics, transparency, and social responsibility are tested. The views expressed by Todd Ruoff, CEO of Autonomys, in an interview with Authority Magazine provide answers to questions at the heart of this transformation: How can AI be made fairer, more reliable, and more aligned with human values? Ruoff’s first and perhaps strongest emphasis is the combination of open-source AI development and on-chain transparency. According to him, the way to understand whether an AI is biased is to see how it was trained. While this is not possible in closed-box systems, systems supported by open-source codes and blockchain technology make every step auditable. Autonomys' approach on this point is clear: AI should be a public value, not a corporate property. That's why the systems they develop are designed to be both auditable and improveable by communities. The second important topic is how the "mediation framework" developed by Autonomys, namely the Agentic Framework, addresses accountability. The discussion tool called 0xArgu-mint, which Ruoff gave as an example, records the reasons for the decisions made by the AI ​​on-chain, allowing the user to access not only an answer, but also the entire logic chain of how that answer was produced. This paves the way for AI to no longer be just a "tool" but also a digital subject with its own identity and memory. Especially thanks to on-chain permanence, it becomes possible to retrospectively examine the behavior of an AI over time and to hold it accountable when necessary. Third and finally, the issue of decentralization of AI control is one of the most critical debates of our time. According to Ruoff, the absolute power of a few giant technology companies over AI is not only a technical problem, but also an ethical one. For this reason, Autonomys is building a decentralized structure, both technologically and in terms of governance. In this way, decisions about AI can be made by communities and different stakeholders can be involved in the process. Todd Ruoff’s approach hints at a more open, participatory, and auditable future in the field of AI. Although Autonomys’ projects are still at the beginning, these steps are laying the foundation stones for AI to gain social trust. AI must now not only be smarter, but also more transparent and accountable. As Ruoff says, this technology must belong to all of us — not just a few companies.

Who Holds the Future of AI? An Ethical, Transparent, and Decentralized Vision from Todd Ruoff

#bitcoin is gathering strength for new highs after making ATH . #Binance  users showed the most interest in #ETH $UNI , $LPT   and $MASK   tokens today. Today, as a #SocialMining writer at @DAO Labs , I'll share with you #Autonomys , one of the popular AI projects I've talked about a lot before.
Todd Ruoff, founder of Autonomys, argues that AI technology should be shaped not only by performance, but also by accountability and social ownership. In this article, we examine the future of transparent, decentralized, and ethical AI design through his framework.

AI is no longer just a matter of technology; it has also become an area where core values ​​such as ethics, transparency, and social responsibility are tested. The views expressed by Todd Ruoff, CEO of Autonomys, in an interview with Authority Magazine provide answers to questions at the heart of this transformation: How can AI be made fairer, more reliable, and more aligned with human values?
Ruoff’s first and perhaps strongest emphasis is the combination of open-source AI development and on-chain transparency. According to him, the way to understand whether an AI is biased is to see how it was trained. While this is not possible in closed-box systems, systems supported by open-source codes and blockchain technology make every step auditable. Autonomys' approach on this point is clear: AI should be a public value, not a corporate property. That's why the systems they develop are designed to be both auditable and improveable by communities.
The second important topic is how the "mediation framework" developed by Autonomys, namely the Agentic Framework, addresses accountability. The discussion tool called 0xArgu-mint, which Ruoff gave as an example, records the reasons for the decisions made by the AI ​​on-chain, allowing the user to access not only an answer, but also the entire logic chain of how that answer was produced. This paves the way for AI to no longer be just a "tool" but also a digital subject with its own identity and memory. Especially thanks to on-chain permanence, it becomes possible to retrospectively examine the behavior of an AI over time and to hold it accountable when necessary.
Third and finally, the issue of decentralization of AI control is one of the most critical debates of our time. According to Ruoff, the absolute power of a few giant technology companies over AI is not only a technical problem, but also an ethical one. For this reason, Autonomys is building a decentralized structure, both technologically and in terms of governance. In this way, decisions about AI can be made by communities and different stakeholders can be involved in the process.
Todd Ruoff’s approach hints at a more open, participatory, and auditable future in the field of AI. Although Autonomys’ projects are still at the beginning, these steps are laying the foundation stones for AI to gain social trust. AI must now not only be smarter, but also more transparent and accountable. As Ruoff says, this technology must belong to all of us — not just a few companies.
Audit the Algorithm: Todd Ruoff’s Vision for Transparent, Accountable AI#AI is growing fast—but so are the risks. Power is concentrating, algorithms are black-boxed, and users are being left in the dark. That’s why Todd Ruoff, CEO of AutonomysNet, believes the future of AI must be open, transparent, and decentralized—and honestly, I couldn't agree more. In a recent interview with Authority Magazine, Todd broke down exactly what’s at stake. And as a social miner participating in the #Autonomys Hub via @DAOLabs , I found his approach not just refreshing—but necessary. He doesn’t treat ethics as a side note. It’s built into Autonomys from the protocol up. One core belief stood out: AI must be open-source and on-chain. Why? Because transparency isn’t a bonus—it’s the baseline. If no one can inspect how AI systems make decisions, there’s no way to call them fair or safe. That’s the danger of closed systems—no accountability. Autonomys solves this by recording every AI interaction immutably on-chain using its agentic framework. If an agent ever misfires, its logic trail is visible to all—no cover-ups. A great example is 0xArgu-mint, their AI debate agent. After community questions about how it reasons, they didn’t just patch things—they went transparent. Now it logs every single interaction and the AI’s own internal logic on-chain. That’s rare. That’s needed. That’s how you build trust. But technical transparency alone isn’t enough. Todd emphasizes that ethical AI also requires decentralization. The vision is bigger than just visibility—it’s about control. Autonomys is building infrastructure for Agentic AI that belongs to everyone, not just a few tech giants. That means censorship-resistant, verifiably fair, self-sovereign agents governed by communities—not CEOs. As someone active in #Web3 , this lands deeply for me. We’re not just theorizing about “safe AI”—we’re actually building systems where AI must explain itself, prove its decisions, and earn our trust. That’s the future I believe in. One where agents don’t just compute — they’re accountable. And if that’s where AI is headed, then Autonomys isn’t just participating—they’re leading. As a proud DAO Labs social miner, I’m excited to be part of something this important. Let’s keep building—openly, fairly, and together. #AI3 #SocialMining $ETH $BNB

Audit the Algorithm: Todd Ruoff’s Vision for Transparent, Accountable AI

#AI is growing fast—but so are the risks. Power is concentrating, algorithms are black-boxed, and users are being left in the dark. That’s why Todd Ruoff, CEO of AutonomysNet, believes the future of AI must be open, transparent, and decentralized—and honestly, I couldn't agree more.

In a recent interview with Authority Magazine, Todd broke down exactly what’s at stake. And as a social miner participating in the #Autonomys Hub via @DAO Labs , I found his approach not just refreshing—but necessary. He doesn’t treat ethics as a side note. It’s built into Autonomys from the protocol up.
One core belief stood out: AI must be open-source and on-chain. Why? Because transparency isn’t a bonus—it’s the baseline. If no one can inspect how AI systems make decisions, there’s no way to call them fair or safe. That’s the danger of closed systems—no accountability. Autonomys solves this by recording every AI interaction immutably on-chain using its agentic framework. If an agent ever misfires, its logic trail is visible to all—no cover-ups.
A great example is 0xArgu-mint, their AI debate agent. After community questions about how it reasons, they didn’t just patch things—they went transparent. Now it logs every single interaction and the AI’s own internal logic on-chain. That’s rare. That’s needed. That’s how you build trust.

But technical transparency alone isn’t enough. Todd emphasizes that ethical AI also requires decentralization. The vision is bigger than just visibility—it’s about control. Autonomys is building infrastructure for Agentic AI that belongs to everyone, not just a few tech giants. That means censorship-resistant, verifiably fair, self-sovereign agents governed by communities—not CEOs.

As someone active in #Web3 , this lands deeply for me. We’re not just theorizing about “safe AI”—we’re actually building systems where AI must explain itself, prove its decisions, and earn our trust. That’s the future I believe in. One where agents don’t just compute — they’re accountable.
And if that’s where AI is headed, then Autonomys isn’t just participating—they’re leading. As a proud DAO Labs social miner, I’m excited to be part of something this important. Let’s keep building—openly, fairly, and together. #AI3 #SocialMining $ETH $BNB
🚨 AI That Serves Humanity — Not Controls It 🧠 A Breakdown of Todd Ruoff’s Vision by a @DAOLabs Writer & Proud Social Miner I recently read an interview with Todd Ruoff, CEO of Autonomys, and it hit hard. This wasn’t the usual AI hype — it was a blueprint for ethical intelligence. 💡 Key Ideas from Todd's Vision: 🔍 Transparency > Black Box Thinking Autonomys is making AI auditable. Through tools like 0xArgu-mint, we can verify decisions, challenge outcomes, and promote algorithmic democracy. 🧠 Moral Memory > Data Hoarding AI agents must remember with purpose. #Autonomys ’ Agentic Framework ensures AI knows who it serves and why — with traceable, contextual memory. 🔓 Decentralization = Real Sovereignty No single entity should control AI. Todd’s vision of decentralized, community-governed AI mirrors what we build in #Socialmining giving power back to the people As a Social Miner and @DAOLabs contributor, I’ve seen firsthand how content, community, and consistency drive transformation. From writing long-form articles and training others, to pushing the mission across platforms @DAOLabs is more than a community. It’s a movement of builders, thinkers, and doers changing the #Web3 narrative. 💬 We turn ideas into impact, and passion into protocol alignment. DAO Labs is where decentralization gets a human face — and I’m proud to be part of it. 🛠️ If we want ethical AI, we need to build it now — with memory, transparency, and freedom at its core. Let’s lead that future. 🌍 #Web3 #AgenticAI #OpenSource
🚨 AI That Serves Humanity — Not Controls It

🧠 A Breakdown of Todd Ruoff’s Vision by a @DAO Labs Writer & Proud Social Miner

I recently read an interview with Todd Ruoff, CEO of Autonomys, and it hit hard. This wasn’t the usual AI hype — it was a blueprint for ethical intelligence.

💡 Key Ideas from Todd's Vision:

🔍 Transparency > Black Box Thinking
Autonomys is making AI auditable. Through tools like 0xArgu-mint, we can verify decisions, challenge outcomes, and promote algorithmic democracy.

🧠 Moral Memory > Data Hoarding
AI agents must remember with purpose. #Autonomys ’ Agentic Framework ensures AI knows who it serves and why — with traceable, contextual memory.

🔓 Decentralization = Real Sovereignty
No single entity should control AI. Todd’s vision of decentralized, community-governed AI mirrors what we build in #Socialmining giving power back to the people

As a Social Miner and @DAO Labs contributor, I’ve seen firsthand how content, community, and consistency drive transformation.

From writing long-form articles and training others, to pushing the mission across platforms @DAO Labs is more than a community.
It’s a movement of builders, thinkers, and doers changing the #Web3 narrative.

💬 We turn ideas into impact, and passion into protocol alignment.

DAO Labs is where decentralization gets a human face — and I’m proud to be part of it.

🛠️ If we want ethical AI, we need to build it now — with memory, transparency, and freedom at its core.

Let’s lead that future. 🌍

#Web3 #AgenticAI #OpenSource
The Autonomys x DAO Labs ILO: Rewriting Web3 Contribution and Token FairnessHey everyone, Imagine if the next groundbreaking #Web3 project didn’t ask for your money—but for your creativity. That’s exactly what the Initial Labor Offering (ILO) is all about. Developed by #AutonomysNetwork and @DAOLabs , this innovative model invites real people—writers, educators, designers, and community builders—to share their skills and passion in exchange for token rewards. It’s like turning your everyday creative work into real ownership. Let me break it down for you in simple terms. Instead of the usual fundraising method that relies on big investors, this #ILO puts the power in the hands of people who truly believe in a project. It’s a fresh way to decide who gets early access, who builds the project’s foundation, and who eventually benefits when it all takes off. So, What Exactly Is the Autonomys x DAO Labs ILO? Picture this: a contribution-first token launch that’s live with a $50,000 reward pool. From March 24 to April 24, 240 Social Miners and selected KOLs—that could be you—are taking part by completing tasks in 24 creative categories. Whether you’re writing an article, designing a graphic, or educating your community, every bit of work counts. And here’s the cool part: your rewards are based on the quality of your work, the originality of your ideas, and the impact you make on social media. But it’s not just about doing tasks—it’s about getting to know the project inside out. As you learn the vision and mission of #Autonomys —a Layer-1 blockchain built for AI3.0 that focuses on decentralized, human-centric artificial intelligence—you become more than a promoter. You become a co-creator, a part of the family that’s building something amazing from the ground up. You might be wondering: what about the traditional IDO (Initial Decentralized Offering)? In a typical IDO, you’re often required to hold and stake large amounts of money to secure a spot in the token sale. This setup can make opportunities exclusive to those with significant capital, leaving many true believers on the sidelines. The ILO, on the other hand, is all about effort and talent. Instead of investing money, you invest your skills—whether you’re writing, designing, or marketing. It’s essentially crowdfunding powered by creativity and passion. This approach ensures that tokens are awarded to those who truly understand and contribute to the project, rather than just those who can afford to buy in. Why Does This Matter to You? We all know that traditional token launches often give tokens to speculators, leaving genuine supporters out in the cold. With the ILO, tokens go first to those who actually understand and help grow the project. You’re not just buying in—you’re contributing your time, talent, and passion. That means you’re more likely to hold onto your tokens because you know what they represent. The Real Value for Social Miners If you’ve ever wondered how you can make a real impact, this is it. The ILO makes learning and contributing part of the reward process. You’re not just earning for a quick tweet; you’re becoming an informed part of an exciting ecosystem. As you absorb the vision of Autonomys and then share it with your community, you create a ripple effect of genuine interest and long-term engagement. A Fair Launch That Benefits Everyone For startups like Autonomys, this means organic growth from people who truly believe in them. Instead of spending big on flashy ads, they build a community that’s knowledgeable and ready for the Token Generation Event. And with strong backing from industry giants like Pantera Capital, Coinbase Ventures, and Web3 Foundation, you know this isn’t just another project—it’s a visionary platform built by real people. So, if you’ve ever felt that your creativity deserves more than just likes and retweets, this is your chance to turn passion into ownership. Let’s build the future of Web3 together—because Web3 truly belongs to the builders. Let’s prove it together. #SocialMining

The Autonomys x DAO Labs ILO: Rewriting Web3 Contribution and Token Fairness

Hey everyone,
Imagine if the next groundbreaking #Web3 project didn’t ask for your money—but for your creativity. That’s exactly what the Initial Labor Offering (ILO) is all about. Developed by #AutonomysNetwork and @DAO Labs , this innovative model invites real people—writers, educators, designers, and community builders—to share their skills and passion in exchange for token rewards. It’s like turning your everyday creative work into real ownership.

Let me break it down for you in simple terms. Instead of the usual fundraising method that relies on big investors, this #ILO puts the power in the hands of people who truly believe in a project. It’s a fresh way to decide who gets early access, who builds the project’s foundation, and who eventually benefits when it all takes off.
So, What Exactly Is the Autonomys x DAO Labs ILO?
Picture this: a contribution-first token launch that’s live with a $50,000 reward pool. From March 24 to April 24, 240 Social Miners and selected KOLs—that could be you—are taking part by completing tasks in 24 creative categories.

Whether you’re writing an article, designing a graphic, or educating your community, every bit of work counts. And here’s the cool part: your rewards are based on the quality of your work, the originality of your ideas, and the impact you make on social media.
But it’s not just about doing tasks—it’s about getting to know the project inside out. As you learn the vision and mission of #Autonomys —a Layer-1 blockchain built for AI3.0 that focuses on decentralized, human-centric artificial intelligence—you become more than a promoter. You become a co-creator, a part of the family that’s building something amazing from the ground up.

You might be wondering: what about the traditional IDO (Initial Decentralized Offering)? In a typical IDO, you’re often required to hold and stake large amounts of money to secure a spot in the token sale. This setup can make opportunities exclusive to those with significant capital, leaving many true believers on the sidelines.

The ILO, on the other hand, is all about effort and talent. Instead of investing money, you invest your skills—whether you’re writing, designing, or marketing. It’s essentially crowdfunding powered by creativity and passion. This approach ensures that tokens are awarded to those who truly understand and contribute to the project, rather than just those who can afford to buy in.
Why Does This Matter to You?
We all know that traditional token launches often give tokens to speculators, leaving genuine supporters out in the cold. With the ILO, tokens go first to those who actually understand and help grow the project. You’re not just buying in—you’re contributing your time, talent, and passion. That means you’re more likely to hold onto your tokens because you know what they represent.

The Real Value for Social Miners
If you’ve ever wondered how you can make a real impact, this is it. The ILO makes learning and contributing part of the reward process. You’re not just earning for a quick tweet; you’re becoming an informed part of an exciting ecosystem. As you absorb the vision of Autonomys and then share it with your community, you create a ripple effect of genuine interest and long-term engagement.
A Fair Launch That Benefits Everyone
For startups like Autonomys, this means organic growth from people who truly believe in them. Instead of spending big on flashy ads, they build a community that’s knowledgeable and ready for the Token Generation Event. And with strong backing from industry giants like Pantera Capital, Coinbase Ventures, and Web3 Foundation, you know this isn’t just another project—it’s a visionary platform built by real people.
So, if you’ve ever felt that your creativity deserves more than just likes and retweets, this is your chance to turn passion into ownership. Let’s build the future of Web3 together—because Web3 truly belongs to the builders.
Let’s prove it together. #SocialMining
See original
I started social mining with you. 1676213604932696850297
I started social mining with you. 1676213604932696850297
Autonomy’s Steals the Show at Consensus 2025! 🚀Autonomys lit up Consensus 2025 Toronto with their Auto Agents Framework running live on-chain! Their permanent memory architecture and open-source AI vision are redefining Web3. Permission less AI execution and composability? Game-changers! 🤯 Autonomys is paving the way for transparent, decentralized AI. Excited to see their call for Web3 collaboration spark new innovations! #AI #Web3 #Autonomys

Autonomy’s Steals the Show at Consensus 2025! 🚀

Autonomys lit up Consensus 2025 Toronto with their Auto Agents Framework running live on-chain! Their permanent memory architecture and open-source AI vision are redefining Web3.

Permission less AI execution and composability? Game-changers! 🤯 Autonomys is paving the way for transparent, decentralized AI.

Excited to see their call for Web3 collaboration spark new innovations! #AI #Web3 #Autonomys
At Consensus 2025 in Toronto, Autonomys left a lasting impact by demonstrating state-of-the-art verifiable, on-chain AI infrastructure that has a deep integration with blockchain technology. The following are the important highlights of Autonomys' involvement at Consensus 2025 in Toronto. 1. Live demonstration of Auto Agents Framework running on-chain. Autonomys demonstrated their unique Auto Agents framework in real time, with autonomous AI agents carrying out difficult tasks directly on the blockchain. 2. Strategic discussions with developers and researchers. The gathering allowed for in-depth conversations among Autonomys' staff, blockchain developers, AI researchers, and industry professionals. These strategic discussions focused on progress in on-chain AI, prospective collaborations, and the future roadmap for scalable, decentralised AI systems. 3. Focus on Permissionless AI Execution and Composability. Autonomys emphasised the importance of permissionless AI execution—allowing AI agents to operate freely without centralised gatekeeping—and composability, which allows different AI modules and blockchain protocols to interact easily inside the Web3 ecosystem. 4. New Calls for Open Collaboration Across the Web 3 Space In keeping with its open-source culture, Autonomys joined broader industry calls for enhanced transparency, shared innovation, and collaborative development among blockchain and AI communities. This ethos of openness is regarded as critical to driving adoption and establishing a stable, decentralised AI infrastructure. Autonomys' presence at Consensus 2025 in Toronto was a watershed moment in the larger AI x Web3 movement, showcasing how verified, on-chain AI infrastructure can alter decentralised ecosystems. Their live demos of Auto Agents and permanent memory architecture demonstrated practical implementations of autonomous AI that operates permissionlessly and transparently on blockchain networks. #Autonomys #AI3 #Consensus2025
At Consensus 2025 in Toronto, Autonomys left a lasting impact by demonstrating state-of-the-art verifiable, on-chain AI infrastructure that has a deep integration with blockchain technology.

The following are the important highlights of Autonomys' involvement at Consensus 2025 in Toronto.

1. Live demonstration of Auto Agents Framework running on-chain. Autonomys demonstrated their unique Auto Agents framework in real time, with autonomous AI agents carrying out difficult tasks directly on the blockchain.

2. Strategic discussions with developers and researchers. The gathering allowed for in-depth conversations among Autonomys' staff, blockchain developers, AI researchers, and industry professionals. These strategic discussions focused on progress in on-chain AI, prospective collaborations, and the future roadmap for scalable, decentralised AI systems.

3. Focus on Permissionless AI Execution and Composability. Autonomys emphasised the importance of permissionless AI execution—allowing AI agents to operate freely without centralised gatekeeping—and composability, which allows different AI modules and blockchain protocols to interact easily inside the Web3 ecosystem.

4. New Calls for Open Collaboration Across the Web 3 Space In keeping with its open-source culture, Autonomys joined broader industry calls for enhanced transparency, shared innovation, and collaborative development among blockchain and AI communities. This ethos of openness is regarded as critical to driving adoption and establishing a stable, decentralised AI infrastructure.

Autonomys' presence at Consensus 2025 in Toronto was a watershed moment in the larger AI x Web3 movement, showcasing how verified, on-chain AI infrastructure can alter decentralised ecosystems. Their live demos of Auto Agents and permanent memory architecture demonstrated practical implementations of autonomous AI that operates permissionlessly and transparently on blockchain networks.

#Autonomys #AI3 #Consensus2025
Autonomys Makes Waves at Consensus 2025: Shaping the Future of Verifiable AI on the Blockchain Body:Autonomys took the stage at Consensus 2025 Toronto with a bold vision: verifiable, on-chain AI infrastructure that’s transparent, composable, and community-owned. Key highlights: • Live demo of Auto Agents Framework operating directly on-chain • Unveiling of permanent memory architecture for AI agents • Strategic talks with top developers & researchers • Reinforced commitment to open collaboration & permissionless AI Autonomys is redefining AI x Blockchain by enabling human-centric AI that’s trustless and censorship-resistant—ushering in the Age of Autonomy.Follow the journey as Autonomys builds the foundation for decentralized, verifiable AI systems. #Consensus2025 #Autonomys
Autonomys Makes Waves at Consensus 2025: Shaping the Future of Verifiable AI on the Blockchain
Body:Autonomys took the stage at Consensus 2025 Toronto with a bold vision: verifiable, on-chain AI infrastructure that’s transparent, composable, and community-owned.
Key highlights:
• Live demo of Auto Agents Framework operating directly on-chain
• Unveiling of permanent memory architecture for AI agents
• Strategic talks with top developers & researchers
• Reinforced commitment to open collaboration & permissionless AI
Autonomys is redefining AI x Blockchain by enabling human-centric AI that’s trustless and censorship-resistant—ushering in the Age of Autonomy.Follow the journey as Autonomys builds the foundation for decentralized, verifiable AI systems.

#Consensus2025 #Autonomys
Decentralized Power, Fair AI#bitcoin is gathering strength for new highs after hitting an all-time high. #Binance users showed the most interest today in $TRB , $WCT , and $A tokens. I’ll continue bringing you updates from the #AI sector. As a social miner, when I came across Todd Ruoff’s in-depth interview in Authority Magazine, I got genuinely excited to see how transparency and accountability in AI are being turned into real-world tools. Ruoff walks us through his own journey and shows why “Trust is only possible when something is auditable,” and how those principles power Autonomys’ 0xArgu-mint and Agentic Framework projects. In this post, I’ll break down, from a #SocialMining perspective, how these core ideas play out in practice—and what @DAOLabs ’ partnership brings to the table for our community. 1. Open-Source & On-Chain Transparency: “Trust Is Born from Audits” One thing we social miners love above all is being able to see exactly what our efforts contribute to. Todd Ruoff puts it perfectly: “Trust is only possible when something is auditable.” 0xArgu-mint logs every single argument, model update, and vote on-chain for everyone to inspect. For us, that means our participation isn’t lost in some black-box process—it’s a transparent “proof of work” ledger that we can point to and say, “I made this happen.” And shout-out to DAO Labs here: they teamed up with #Autonomys to beef up 0xArgu-mint’s voting layer. Now our votes, feedback, and model checks all get recorded immutably, so we know our social-mining power is actually moving the needle. 2. Accountability & AI Memory: “The Past Leaves a Trace” In social mining, our past contributions build our reputation—Autonomys treats AI’s “memory” the same way. As Ruoff says: “A model’s memory is like an organization’s historical record; the more transparent it stays, the more trust it earns.” With the Agentic Framework, every agent-driven workflow step—data used, parameters tweaked, contributor identity—is logged on-chain. You can literally trace back any decision to its origin. Again, DAO Labs steps in by optimizing Autonomys’ accountability module, giving social miners easy dashboards that show our earned reputation, mined “points,” and detailed histories. No more “run and forget”—our work is permanently on record, boosting both our stats and the community’s confidence in the system. 3. The Power of Decentralized Control: “Say No to Monopolies!” You’ve heard it in crypto: “spread the power, avoid single points of failure.” AI is no different—when a handful of players own the biggest models, biases and monopolistic control are inevitable. Autonomys flips this by introducing multi-stakeholder governance panels and DAO-style voting. Multiple validator groups must sign off on any critical model change, so no central authority can hijack the process. As social miners, we get to vote through DAO Labs’ sleek on-chain interfaces—and our votes actually count. We’re not just observers; we’re co-architects of the AI’s roadmap. That synergy of tech and community is what makes this whole thing exciting. Todd Ruoff’s vision and Autonomys’ innovations (0xArgu-mint, Agentic Framework) aren’t just theoretical—they form a living, breathing ecosystem for responsible AI. As social miners, we’re both watchdogs and builders of this journey. DAO Labs amplifies our impact by blending technical rigor with community governance. Ready to put your social-mining skills to work and build a truly fair, transparent, decentralized AI future? Drop your thoughts below!

Decentralized Power, Fair AI

#bitcoin is gathering strength for new highs after hitting an all-time high. #Binance users showed the most interest today in $TRB , $WCT , and $A tokens. I’ll continue bringing you updates from the #AI sector.
As a social miner, when I came across Todd Ruoff’s in-depth interview in Authority Magazine, I got genuinely excited to see how transparency and accountability in AI are being turned into real-world tools. Ruoff walks us through his own journey and shows why “Trust is only possible when something is auditable,” and how those principles power Autonomys’ 0xArgu-mint and Agentic Framework projects. In this post, I’ll break down, from a #SocialMining perspective, how these core ideas play out in practice—and what @DAO Labs ’ partnership brings to the table for our community.

1. Open-Source & On-Chain Transparency: “Trust Is Born from Audits”
One thing we social miners love above all is being able to see exactly what our efforts contribute to. Todd Ruoff puts it perfectly:

“Trust is only possible when something is auditable.”

0xArgu-mint logs every single argument, model update, and vote on-chain for everyone to inspect. For us, that means our participation isn’t lost in some black-box process—it’s a transparent “proof of work” ledger that we can point to and say, “I made this happen.”

And shout-out to DAO Labs here: they teamed up with #Autonomys to beef up 0xArgu-mint’s voting layer. Now our votes, feedback, and model checks all get recorded immutably, so we know our social-mining power is actually moving the needle.

2. Accountability & AI Memory: “The Past Leaves a Trace”
In social mining, our past contributions build our reputation—Autonomys treats AI’s “memory” the same way. As Ruoff says:

“A model’s memory is like an organization’s historical record; the more transparent it stays, the more trust it earns.”

With the Agentic Framework, every agent-driven workflow step—data used, parameters tweaked, contributor identity—is logged on-chain. You can literally trace back any decision to its origin.

Again, DAO Labs steps in by optimizing Autonomys’ accountability module, giving social miners easy dashboards that show our earned reputation, mined “points,” and detailed histories. No more “run and forget”—our work is permanently on record, boosting both our stats and the community’s confidence in the system.

3. The Power of Decentralized Control: “Say No to Monopolies!”
You’ve heard it in crypto: “spread the power, avoid single points of failure.” AI is no different—when a handful of players own the biggest models, biases and monopolistic control are inevitable. Autonomys flips this by introducing multi-stakeholder governance panels and DAO-style voting. Multiple validator groups must sign off on any critical model change, so no central authority can hijack the process.
As social miners, we get to vote through DAO Labs’ sleek on-chain interfaces—and our votes actually count. We’re not just observers; we’re co-architects of the AI’s roadmap. That synergy of tech and community is what makes this whole thing exciting.

Todd Ruoff’s vision and Autonomys’ innovations (0xArgu-mint, Agentic Framework) aren’t just theoretical—they form a living, breathing ecosystem for responsible AI. As social miners, we’re both watchdogs and builders of this journey. DAO Labs amplifies our impact by blending technical rigor with community governance.
Ready to put your social-mining skills to work and build a truly fair, transparent, decentralized AI future? Drop your thoughts below!
AI-Powered Super dApps Made Easy: Exploring Autonomys and Its Auto SDKThe #Autonomys #developer Hub presents a paradigm-shifting approach to blockchain development with its compelling "Build more. Code less." philosophy. This innovative platform empowers developers to create sophisticated #AI -powered decentralized applications (super #dApps ) and on-chain agents (Auto Agents) using familiar programming languages like TypeScript and JavaScript, significantly lowering the barrier to entry for #blockchain development. $AI3 The Auto SDK: A Gateway to AI3.0 The Auto SDK is a huge part of the Autonomys Developer Hub. It is a comprehensive development toolkit designed specifically for building on the Autonomys Network. Functioning as a "shortcut to AI3.0 innovation," this SDK provides developers with the essential tools to streamline the creation of super dApps and on-chain agents. The platform's architecture integrates permanent distributed storage and compute capabilities, decentralized identity management, and payment handling functionalities—all crucial components for next-generation decentralized applications. Key Features and Capabilities The Auto SDK stands out through its thoughtfully designed architecture that prioritizes developer experience without compromising on technical capabilities. Its modular design allows developers to selectively implement only the necessary packages for their specific project requirements, eliminating bloat and improving efficiency. The toolkit simplifies complex blockchain operations through high-level functions, abstracting away the underlying complexity while maintaining full functionality. One of the most significant advantages of the Auto SDK is its flexibility across skill levels. Whether you're a blockchain novice or an experienced developer, the toolkit provides appropriate entry points and scaling capabilities to accommodate different expertise levels. As an open-source initiative built "by and for the community," the Auto SDK embodies the collaborative spirit fundamental to blockchain philosophy, ensuring transparency and community-driven development. Developer Resources and Support The Autonomys Developer Hub doesn't merely provide tools—it cultivates a supportive ecosystem for developers. The platform offers comprehensive learning resources designed to help developers understand both fundamental blockchain concepts and advanced Autonomys-specific implementations. These educational materials complement the technical toolkit, creating a holistic development environment that addresses both the "how" and "why" of decentralized application development. Through its combination of accessible tools, thoughtful architecture, and educational resources, the Autonomys Developer Hub represents a significant advancement in decentralized application development. By lowering technical barriers while maintaining powerful capabilities, it opens blockchain innovation to a broader developer community while providing the sophisticated tools needed for AI3.0 applications.

AI-Powered Super dApps Made Easy: Exploring Autonomys and Its Auto SDK

The #Autonomys #developer Hub presents a paradigm-shifting approach to blockchain development with its compelling "Build more. Code less." philosophy. This innovative platform empowers developers to create sophisticated #AI -powered decentralized applications (super #dApps ) and on-chain agents (Auto Agents) using familiar programming languages like TypeScript and JavaScript, significantly lowering the barrier to entry for #blockchain development.
$AI3

The Auto SDK: A Gateway to AI3.0
The Auto SDK is a huge part of the Autonomys Developer Hub. It is a comprehensive development toolkit designed specifically for building on the Autonomys Network. Functioning as a "shortcut to AI3.0 innovation," this SDK provides developers with the essential tools to streamline the creation of super dApps and on-chain agents. The platform's architecture integrates permanent distributed storage and compute capabilities, decentralized identity management, and payment handling functionalities—all crucial components for next-generation decentralized applications.

Key Features and Capabilities
The Auto SDK stands out through its thoughtfully designed architecture that prioritizes developer experience without compromising on technical capabilities. Its modular design allows developers to selectively implement only the necessary packages for their specific project requirements, eliminating bloat and improving efficiency. The toolkit simplifies complex blockchain operations through high-level functions, abstracting away the underlying complexity while maintaining full functionality.

One of the most significant advantages of the Auto SDK is its flexibility across skill levels. Whether you're a blockchain novice or an experienced developer, the toolkit provides appropriate entry points and scaling capabilities to accommodate different expertise levels. As an open-source initiative built "by and for the community," the Auto SDK embodies the collaborative spirit fundamental to blockchain philosophy, ensuring transparency and community-driven development.

Developer Resources and Support
The Autonomys Developer Hub doesn't merely provide tools—it cultivates a supportive ecosystem for developers. The platform offers comprehensive learning resources designed to help developers understand both fundamental blockchain concepts and advanced Autonomys-specific implementations. These educational materials complement the technical toolkit, creating a holistic development environment that addresses both the "how" and "why" of decentralized application development.

Through its combination of accessible tools, thoughtful architecture, and educational resources, the Autonomys Developer Hub represents a significant advancement in decentralized application development. By lowering technical barriers while maintaining powerful capabilities, it opens blockchain innovation to a broader developer community while providing the sophisticated tools needed for AI3.0 applications.
--
Bullish
Autonomys at Consensus 2025: AI Goes On-Chain What if AI could be trustless, transparent, and fully on-chain? That’s exactly what Autonomys brought to life at #Consensus2025. Here’s why everyone’s talking about it: • Live Auto Agents Demo: Real AI running 100% on-chain, no centralized middlemen. • On-Chain Memory: Every decision an AI makes is recorded forever — transparent and traceable. • Open to Everyone: Build your own AI module without asking for permission. Autonomys isn’t just building AI — it’s giving Web3 developers the tools to shape it. The future of open, programmable AI starts here. #Autonomys #AI3 #OnChainAI #Web3AI #Consensus2025
Autonomys at Consensus 2025: AI Goes On-Chain

What if AI could be trustless, transparent, and fully on-chain?

That’s exactly what Autonomys brought to life at #Consensus2025. Here’s why everyone’s talking about it:

• Live Auto Agents Demo: Real AI running 100% on-chain, no centralized middlemen.

• On-Chain Memory: Every decision an AI makes is recorded forever — transparent and traceable.

• Open to Everyone: Build your own AI module without asking for permission.

Autonomys isn’t just building AI — it’s giving Web3 developers the tools to shape it. The future of open, programmable AI starts here.

#Autonomys #AI3 #OnChainAI #Web3AI #Consensus2025
Autonomys + Protofire: Next-Generation Chain Exploration with Taurus Auto EVM#bitcoin is gathering strength for new highs after making ATH. #Binance users showed the most interest in $TRB , $WCT and $MASK tokens today. Today, we will examine #Autonomys , one of the popular AI projects that I have frequently mentioned before. @DAOLabs Autonomys has entered into a strategic partnership with leading web3 developer DAO #Protofire to strengthen the infrastructure layer and take the user experience to the next level. This partnership has led to the deployment of a Blockscout frontend specifically customized for the Autonomys chain. The new tool, called #Taurus Auto EVM Explorer, is not only a technical upgrade, but also a significant step towards creating transparency, trust, and a developer-friendly ecosystem. This partnership addresses issues where accessing chain data is complex, transaction tracking is difficult, and network analytics are insufficient. Protofire restructures Blockscout for Autonomys’ PoAS (Proof of Automated Stake) consensus architecture and specific EVM needs, enabling developers to explore the chain more easily. Blockscout is an open-source exploration tool that indexes blockchain data and enables users to visualize transactions, blocks, addresses, and smart contracts. However, instead of a regular front-end, the system works faster, more modularly and more user-focused thanks to the Autonomys-specific interface. This offers a great advantage for developers who want to interact with data rather than just see it. The new Taurus Explorer provides a fully-equipped discovery environment for both developers and researchers, with features such as real-time network analytics, gas usage data, smart contract interaction and open source access. As a result, this collaboration strengthens the technical foundation of Autonomys, while allowing ecosystem participants to build faster, more transparently and more effectively.

Autonomys + Protofire: Next-Generation Chain Exploration with Taurus Auto EVM

#bitcoin is gathering strength for new highs after making ATH. #Binance users showed the most interest in $TRB , $WCT and $MASK tokens today. Today, we will examine #Autonomys , one of the popular AI projects that I have frequently mentioned before.
@DAO Labs

Autonomys has entered into a strategic partnership with leading web3 developer DAO #Protofire to strengthen the infrastructure layer and take the user experience to the next level. This partnership has led to the deployment of a Blockscout frontend specifically customized for the Autonomys chain. The new tool, called #Taurus Auto EVM Explorer, is not only a technical upgrade, but also a significant step towards creating transparency, trust, and a developer-friendly ecosystem.
This partnership addresses issues where accessing chain data is complex, transaction tracking is difficult, and network analytics are insufficient. Protofire restructures Blockscout for Autonomys’ PoAS (Proof of Automated Stake) consensus architecture and specific EVM needs, enabling developers to explore the chain more easily.
Blockscout is an open-source exploration tool that indexes blockchain data and enables users to visualize transactions, blocks, addresses, and smart contracts. However, instead of a regular front-end, the system works faster, more modularly and more user-focused thanks to the Autonomys-specific interface. This offers a great advantage for developers who want to interact with data rather than just see it.
The new Taurus Explorer provides a fully-equipped discovery environment for both developers and researchers, with features such as real-time network analytics, gas usage data, smart contract interaction and open source access. As a result, this collaboration strengthens the technical foundation of Autonomys, while allowing ecosystem participants to build faster, more transparently and more effectively.
Solving the Farmer's Dilemma with Autonomys & SubspaceBlockchain technology is built on decentralization, transparency, and security. However, as networks grow, these strengths can create a challenge known as the "Farmer's Dilemma." This dilemma arises when network participants, or farmers, must choose between storing blockchain history to enhance security or optimizing storage for transaction consensus to increase speed. Typically, farmers prioritize consensus for higher rewards, but this can undermine network security and decentralization in the long term. As blockchain networks expand, the storage requirements become more demanding, making this dilemma even more complex. How Autonomys and Subspace Solve the Problem Autonomys and Subspace introduce a groundbreaking solution by decoupling storage and consensus processes. Using their Proof-of-Archival-Storage (PoAS) model, farmers can focus on securely storing #blockchain data, while transaction processing and consensus occur on a separate network. This ensures that neither security nor efficiency is compromised. With this approach, blockchain networks can maintain decentralization and security while scaling effectively. Farmers experience reduced storage burdens, and the network remains robust, making it ideal for decentralized #AI applications and other advanced blockchain use cases. By resolving the Farmer's Dilemma, #Autonomys and #Subspace ensure that blockchain technology remains scalable, secure, and accessible to a broad range of participants, even those with basic hardware. #AI3

Solving the Farmer's Dilemma with Autonomys & Subspace

Blockchain technology is built on decentralization, transparency, and security. However, as networks grow, these strengths can create a challenge known as the "Farmer's Dilemma." This dilemma arises when network participants, or farmers, must choose between storing blockchain history to enhance security or optimizing storage for transaction consensus to increase speed.
Typically, farmers prioritize consensus for higher rewards, but this can undermine network security and decentralization in the long term. As blockchain networks expand, the storage requirements become more demanding, making this dilemma even more complex.

How Autonomys and Subspace Solve the Problem
Autonomys and Subspace introduce a groundbreaking solution by decoupling storage and consensus processes. Using their Proof-of-Archival-Storage (PoAS) model, farmers can focus on securely storing #blockchain data, while transaction processing and consensus occur on a separate network. This ensures that neither security nor efficiency is compromised.
With this approach, blockchain networks can maintain decentralization and security while scaling effectively. Farmers experience reduced storage burdens, and the network remains robust, making it ideal for decentralized #AI applications and other advanced blockchain use cases.
By resolving the Farmer's Dilemma, #Autonomys and #Subspace ensure that blockchain technology remains scalable, secure, and accessible to a broad range of participants, even those with basic hardware. #AI3
Autonomys: Building the Foundation for AI-Powered Web3The #AutonomysNetwork builds an AI-powered Web3 infrastructure base which provides developers and users with efficient unification features. The Autonomys platform provides an entire stack which focuses on delivering security alongside scalability and decentralization for supporting automated Web3 applications including AI-based decentralized agents. The main obstacle for Web3 development involves its absence of uniform structure needed to support AI-based applications. Autonomys adopts a secure modular execution platform which delivers high-speed operation and extends identification procedures and protects data storage. Auto Agents and Auto ID provide the network with human-centered capabilities while enabling distributed AI activities and maintaining operational efficiency. Interoperability becomes fundamental with Autonomys because it provides smooth cross-chain operations, which developers need to build their applications. The network reliability is supported through 1,500 nodes present in the system, which creates a decentralized network structure committed to data permanence and high availability. Autonomys has set its growth direction for AI3.0, which positions it as the central platform to develop an autonomous decentralized web system. Community engagement powers up the #SocialMining ecosystem of #DAOLabs , which exists within #Autonomys for fostering user participation. #SocialMining implementation provides incentives that encourage everyone to participate as active members while jointly building up the network's development. Autonomys takes the edge of AI by integrating blockchain technology, which creates a vital connection among automation systems, security structures and decentralized applications. Through its foundation platforms, Autonomys enables the development of a new Web3 era that delivers digital freedom to users.

Autonomys: Building the Foundation for AI-Powered Web3

The #AutonomysNetwork builds an AI-powered Web3 infrastructure base which provides developers and users with efficient unification features. The Autonomys platform provides an entire stack which focuses on delivering security alongside scalability and decentralization for supporting automated Web3 applications including AI-based decentralized agents.
The main obstacle for Web3 development involves its absence of uniform structure needed to support AI-based applications. Autonomys adopts a secure modular execution platform which delivers high-speed operation and extends identification procedures and protects data storage. Auto Agents and Auto ID provide the network with human-centered capabilities while enabling distributed AI activities and maintaining operational efficiency.
Interoperability becomes fundamental with Autonomys because it provides smooth cross-chain operations, which developers need to build their applications. The network reliability is supported through 1,500 nodes present in the system, which creates a decentralized network structure committed to data permanence and high availability. Autonomys has set its growth direction for AI3.0, which positions it as the central platform to develop an autonomous decentralized web system.
Community engagement powers up the #SocialMining ecosystem of #DAOLabs , which exists within #Autonomys for fostering user participation. #SocialMining implementation provides incentives that encourage everyone to participate as active members while jointly building up the network's development. Autonomys takes the edge of AI by integrating blockchain technology, which creates a vital connection among automation systems, security structures and decentralized applications. Through its foundation platforms, Autonomys enables the development of a new Web3 era that delivers digital freedom to users.
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