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AI runs on data. But if the data is centralized, the power stays locked with a few. OpenLedger flips that. Decentralized data means transparency, attribution, and fair rewards for every contributor🐙

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OpenLedger

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20,353 次观看 • 10 个月前 •via X (Twitter)

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Big AI eats your data, gives nothing back. Ram explains why this extraction model is broken. OpenLedger flips the script. Transparent data. Verifiable contribution. Rewards that flow back to the source. The AI future isn’t privately owned. It’s collaborative 🐙
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Big AI eats your data, gives nothing back. Ram explains why this extraction model is broken. OpenLedger flips the script. Transparent data. Verifiable contribution. Rewards that flow back to the source. The AI future isn’t privately owned. It’s collaborative 🐙

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🧑‍🍳 Cook Data for #AI & Get paid with One Click! Introducing #DIN: The Decentralized AI Data Factory! With DIN, you can: ⏳ Own your Data in a #Decentralized Network 📁 Easily Create Personalized Datasets 💰 Earn Rewards by Contributing Data to #AI! 🔗
1:31

🧑‍🍳 Cook Data for #AI & Get paid with One Click! Introducing #DIN: The Decentralized AI Data Factory! With DIN, you can: ⏳ Own your Data in a #Decentralized Network 📁 Easily Create Personalized Datasets 💰 Earn Rewards by Contributing Data to #AI! 🔗

DIN⏳

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The intersection of crypto and AI, presented by OpenLedger Tim Copeland was joined by OpenLedger core contributor Ram in this sponsored episode to discuss the emerging intersection of decentralized AI and blockchain technology. The conversation covers OpenLedger’s infrastructure that lets users contribute proprietary data to train AI models, tokenomics, and the broader promise of creating a transparent, community-driven AI economy. OUTLINE 00:00 – Introduction 01:02 – What is Openledger? 02:27 – Data Contribution Model 08:47 – Access to Agents 15:16 – Ensuring Quality Data 19:09 – Incentive Structures 23:18 – The Role of Tokens 24:56 – The Convergence of AI and Crypto 27:53 – Competing with Centralized Systems 30:23 – Openledger's Future and Success 33:32 – Data Economy Insights 36:17 – Conclusion
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The intersection of crypto and AI, presented by OpenLedger Tim Copeland was joined by OpenLedger core contributor Ram in this sponsored episode to discuss the emerging intersection of decentralized AI and blockchain technology. The conversation covers OpenLedger’s infrastructure that lets users contribute proprietary data to train AI models, tokenomics, and the broader promise of creating a transparent, community-driven AI economy. OUTLINE 00:00 – Introduction 01:02 – What is Openledger? 02:27 – Data Contribution Model 08:47 – Access to Agents 15:16 – Ensuring Quality Data 19:09 – Incentive Structures 23:18 – The Role of Tokens 24:56 – The Convergence of AI and Crypto 27:53 – Competing with Centralized Systems 30:23 – Openledger's Future and Success 33:32 – Data Economy Insights 36:17 – Conclusion

The Block Media

51,907 次观看 • 1 年前

Every model stands on the shoulders of human history. On IBM’s Making Data Simple with Al Martin, Story CPO Andrea | Devrelius maps the necessary trust layer between humans and models for scaling AI. Transparency, attribution, and incentives turn data contributors into stakeholders ↓
0:30

Every model stands on the shoulders of human history. On IBM’s Making Data Simple with Al Martin, Story CPO Andrea | Devrelius maps the necessary trust layer between humans and models for scaling AI. Transparency, attribution, and incentives turn data contributors into stakeholders ↓

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$OORT is shaking up the DeAI space! Last week, OORT | The Data Cloud for Decentralized AI kept pushing the frontier of decentralized AI built on transparency, fair rewards, and real user control! Their goal? Fix AI’s data problem by letting people own and profit from their contributions. With global partners coming onboard and adoption growing, OORT is fast becoming the standard for Web3 AI! Don’t miss out, join the $OORT airdrop, stake your tokens, and be part of the future of AI.

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Is the future of AI $NEAR … ? OpenAI is racing toward a $1T IPO, quickly becoming a centralized beast of epic proportions. But what happens to your data in that world?? As chronear explains, “We can't let centralized actors determine how they store or how they use user data. It should be the users who actually control the custody or use of their data." NEAR AI is building a truly open AI, open source, where users control their data and store their data locally. What AI do you use daily? And would you switch if a better decentralized option existed?
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Is the future of AI $NEAR … ? OpenAI is racing toward a $1T IPO, quickly becoming a centralized beast of epic proportions. But what happens to your data in that world?? As chronear explains, “We can't let centralized actors determine how they store or how they use user data. It should be the users who actually control the custody or use of their data." NEAR AI is building a truly open AI, open source, where users control their data and store their data locally. What AI do you use daily? And would you switch if a better decentralized option existed?

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Highlights of the OpenLedger journey: OpenLedger is the AI Blockchain unlocking liquidity for data, models, and agents, backed by Polychain, Balaji Srinivasan (ex-Coinbase CTO), and more. $14.7M+ in revenue from global enterprise projects and $91M+ in investment commitments secured. Worked with global enterprises like Walmart, Sony, Meta LLaMA, Viacom, and others. Built on Stanford’s data attribution research paper, enabling verifiable, fair rewards for contributors. 40+ projects, including ex-Google DeepMind teams and top DeFi builders, are building specialized AI models. 1M+ AI nodes, 25M+ transactions, and 20K+ models, real-world usage at scale.
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Highlights of the OpenLedger journey: OpenLedger is the AI Blockchain unlocking liquidity for data, models, and agents, backed by Polychain, Balaji Srinivasan (ex-Coinbase CTO), and more. $14.7M+ in revenue from global enterprise projects and $91M+ in investment commitments secured. Worked with global enterprises like Walmart, Sony, Meta LLaMA, Viacom, and others. Built on Stanford’s data attribution research paper, enabling verifiable, fair rewards for contributors. 40+ projects, including ex-Google DeepMind teams and top DeFi builders, are building specialized AI models. 1M+ AI nodes, 25M+ transactions, and 20K+ models, real-world usage at scale.

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OpenLedger unlocks endless possibilities for decentralized AI applications. One standout example is a browser extension that scrapes live market data and translates it into real trading intelligence.
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OpenLedger unlocks endless possibilities for decentralized AI applications. One standout example is a browser extension that scrapes live market data and translates it into real trading intelligence.

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🔥 OpenGraph Private Access is live! Meet our decentralized data annotation platform Building as a decentralized Scale AI but made for Physical AI 🤖 🏷️Annotate the world with built-in verifiability and zero data drift Try now →
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🔥 OpenGraph Private Access is live! Meet our decentralized data annotation platform Building as a decentralized Scale AI but made for Physical AI 🤖 🏷️Annotate the world with built-in verifiability and zero data drift Try now →

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The AI Agents revolution has begun — but it’s starving for data. We’re fixing that. We Present to You: DappLooker AI – The Data Marketplace for Decentralized AI Agents Request access: 🧵
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The AI Agents revolution has begun — but it’s starving for data. We’re fixing that. We Present to You: DappLooker AI – The Data Marketplace for Decentralized AI Agents Request access: 🧵

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Introducing OpenLedger Datanet: Data across domains is often fragmented, unreliable, and lacks clear attribution , making it difficult to use as a trusted foundation for AI. Datanet transforms these raw contributions into structured, transparent, and attributable networks that power Specialized AI with verifiable provenance and explainability. Read more:
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Introducing OpenLedger Datanet: Data across domains is often fragmented, unreliable, and lacks clear attribution , making it difficult to use as a trusted foundation for AI. Datanet transforms these raw contributions into structured, transparent, and attributable networks that power Specialized AI with verifiable provenance and explainability. Read more:

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Everyone is talking about AI models, but almost no one is talking about data ownership. For years, centralized systems have dominated data pipelines, opaque processes, hidden biases, and zero contributor visibility. We call it innovation…, but in reality, it’s a black box. And that’s exactly how we ended up facing model degradation risks today. Because here’s the truth: AI is only as good as the data it learns from. That’s why Sovereign AI Data matters. To me, it means control, traceability, and accountability. Perle Labs is approaching this differently: ◈ On-chain provenance → Every data point is verifiable ◈ Expert-driven input → Quality over quantity ◈ Reputation systems → Trust becomes measurable This isn’t just a technical upgrade. It’s a paradigm shift. Instead of: Anonymous contributors ➠Unverified datasets ➠Centralized ownership ➠We move toward: Transparent data flows, Credible expertise and Distributed value creation If AI is the brain, then data is the memory. And right now most systems are learning from memory, which they can’t verify. Perle is solving that. While others focus on scaling models… This is about fixing the foundation they stand on. And foundations decide everything. #PerleAI #ToPerle participating in Perle Labs community campaign
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Centralized AI companies like OpenAI are constantly given a chance to be transparent about their products and user data, but never answer the question. We NEED decentralized AI.
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Centralized AI companies like OpenAI are constantly given a chance to be transparent about their products and user data, but never answer the question. We NEED decentralized AI.

Talus 🐸

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In a world where data is constantly extracted and exploited, CESS is building the decentralized data value infrastructure to take it back. 👊 Web3 starts with ownership—and it starts with your data. In CESS, every storage node is a secure vault. Your data. Your rules. Your future. 🔥 🎥 Watch how CESS is rewriting the future below👇 #CESS #Web3 #Blockchain #Data #DePIN #Crypto #AI
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In a world where data is constantly extracted and exploited, CESS is building the decentralized data value infrastructure to take it back. 👊 Web3 starts with ownership—and it starts with your data. In CESS, every storage node is a secure vault. Your data. Your rules. Your future. 🔥 🎥 Watch how CESS is rewriting the future below👇 #CESS #Web3 #Blockchain #Data #DePIN #Crypto #AI

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AI shouldn’t just belong to a few big companies 🤖 OORT | The Data Cloud for Decentralized AI is creating a decentralized AI cloud where your data, storage, and compute help power the next generation of AI , and you get rewarded for it. Global, transparent, and community-driven. Are you ready to join? 🌍⚡ #OORT #DecentralizedAI #Blockchain #Web3 #AICommunity #CryptoTech #DataRevolution #Onchain #Innovation #FutureOfAI

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