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OpenLedger

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Honey With Crypto
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Bullish
Now at @Openledger talking about the ecosystem and exploring the most useful dapps on #OpenLedger 🐙 AI era meet Kaito Ai and Cookiedotfun 🤝 - Both Social-fi are working on the same path, it helps real content creators to monetize their content. - It is really helpful for a small creator also. - Create a quality content. - Get more users to like, comment and repost. - Smart follower + Smart engagement - Mindshare help you to create a right content 🎁 #KaitoAI special feature - if you stake your $KAITO tokens you can also hunt airdrops this way. 🎁 OG for #Cookiedotfun 🚨 Note- OpenledgerFdn is also able to monetize your data using their testnet if you are not a creator then contribute to their ecosystem and you will be rewarded for that time TGE. #cryptoairdrop
Now at @Openledger talking about the ecosystem and exploring the most useful dapps on #OpenLedger 🐙

AI era meet Kaito Ai and Cookiedotfun 🤝

- Both Social-fi are working on the same path, it helps real content creators to monetize their content.

- It is really helpful for a small creator also.

- Create a quality content.

- Get more users to like, comment and repost.

- Smart follower + Smart engagement

- Mindshare help you to create a right content

🎁 #KaitoAI special feature - if you stake your $KAITO tokens you can also hunt airdrops this way.

🎁 OG for #Cookiedotfun

🚨 Note- OpenledgerFdn is also able to monetize your data using their testnet if you are not a creator then contribute to their ecosystem and you will be rewarded for that time TGE.

#cryptoairdrop
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🐙 Openledger makes every contribution in the AI field visible and rewarding — a decentralized AI blockchain platform that aims to make contributions of data and computing power more transparent and fair. 1⃣ The key to OpenLedger is "who contributes benefits": those who provide data, computing power, or models will be clearly recorded, and the rewards they deserve will not be missed. For example, if your opinions shared online are used by AI and generate profits, you can receive a share based on your contribution. 2⃣ Technological assurance: It is possible to quickly trace the original data source of AI output results, even for large datasets, thereby protecting the commercial secrets of models while allowing every contribution to be verifiable, avoiding "data being exploited for free". 3⃣ Developer-friendly: It provides many practical tools, such as the Model Factory for fine-tuning models, OpenLoRA for reducing deployment costs, and the DataNets marketplace (where you don’t have to struggle to find data yourself). 4⃣ Ordinary people can also participate: If you contribute data, such as consumer habits or health data, you can place it on the platform, set a revenue-sharing scheme, and companies can use this data to train models, allowing you to continuously earn money; developers can deploy models to create applications using tools; regular users can use AI tools on the platform, and part of the money spent will be shared with data contributors. Participants in the testnet can earn points by running nodes, which can be exchanged for tokens in the future. Ultimately, OpenLedger is not about creating a specific AI tool, but rather providing a platform where everyone can fairly share in the benefits of the AI era. Whether you want to contribute data, develop, or simply use transparent AI tools, if you’re interested, you can learn more, as technological development should benefit everyone. #OpenLedger
🐙 Openledger makes every contribution in the AI field visible and rewarding — a decentralized AI blockchain platform that aims to make contributions of data and computing power more transparent and fair.

1⃣ The key to OpenLedger is "who contributes benefits": those who provide data, computing power, or models will be clearly recorded, and the rewards they deserve will not be missed. For example, if your opinions shared online are used by AI and generate profits, you can receive a share based on your contribution.

2⃣ Technological assurance: It is possible to quickly trace the original data source of AI output results, even for large datasets, thereby protecting the commercial secrets of models while allowing every contribution to be verifiable, avoiding "data being exploited for free".

3⃣ Developer-friendly: It provides many practical tools, such as the Model Factory for fine-tuning models, OpenLoRA for reducing deployment costs, and the DataNets marketplace (where you don’t have to struggle to find data yourself).

4⃣ Ordinary people can also participate: If you contribute data, such as consumer habits or health data, you can place it on the platform, set a revenue-sharing scheme, and companies can use this data to train models, allowing you to continuously earn money; developers can deploy models to create applications using tools; regular users can use AI tools on the platform, and part of the money spent will be shared with data contributors. Participants in the testnet can earn points by running nodes, which can be exchanged for tokens in the future.

Ultimately, OpenLedger is not about creating a specific AI tool, but rather providing a platform where everyone can fairly share in the benefits of the AI era. Whether you want to contribute data, develop, or simply use transparent AI tools, if you’re interested, you can learn more, as technological development should benefit everyone.

#OpenLedger
Dildar_786:
#OpenLedger
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Kelly Production | Research-oriented Web3 Analysis Column Understand Projects Better #口撸 ---------------------------------------- This issue discusses #KAITO Pre-TGE Mindshare Arena's Top 2 project in the last 24H — Openledger #OpenLedger Data Ownership and Revenue Sharing's #Aİ Model Chain, can it create a new paradigm of AI×Web3?
Kelly Production | Research-oriented Web3 Analysis Column Understand Projects Better #口撸
----------------------------------------
This issue discusses #KAITO Pre-TGE Mindshare Arena's Top 2 project in the last 24H — Openledger
#OpenLedger Data Ownership and Revenue Sharing's #Aİ Model Chain, can it create a new paradigm of AI×Web3?
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Bullish
See original
🐙🚀 Want to Run an OpenLedger Node? Here’s How Easy It Is! Have you ever thought about contributing directly to the blockchain world? Now is the time! 🧠💻 🧾 OpenLedger makes everything easier, especially if you’re using Linux. Just prepare your device, follow the simple steps, and connect to the network! ✨ Why should you try it? 🔹 Easy to set up 🔹 Lightweight to run 🔹 Helps maintain decentralization 📆 Let’s get started before the month changes! You can be part of this global network. #OpenLedger
🐙🚀 Want to Run an OpenLedger Node? Here’s How Easy It Is!
Have you ever thought about contributing directly to the blockchain world? Now is the time! 🧠💻

🧾 OpenLedger makes everything easier, especially if you’re using Linux.
Just prepare your device, follow the simple steps, and connect to the network!

✨ Why should you try it?
🔹 Easy to set up
🔹 Lightweight to run
🔹 Helps maintain decentralization

📆 Let’s get started before the month changes!
You can be part of this global network.

#OpenLedger
See original
Last year was a year of losing money buying spot counterfeit products It's quite new This year I don't know what the situation will be Will the counterfeit products I bought be able to break even Sigh There's nothing I can do but participate in the airdrop #OpenLedger Node Plugin挂机 I've already accumulated 80,000 points, I hope I won't be cut like chives Those using the plugin挂机 remember to fill in the rewards you remember: 2acb2cn4na
Last year was a year of losing money buying spot counterfeit products
It's quite new
This year I don't know what the situation will be
Will the counterfeit products I bought be able to break even
Sigh
There's nothing I can do but participate in the airdrop
#OpenLedger Node
Plugin挂机 I've already accumulated 80,000 points, I hope I won't be cut like chives

Those using the plugin挂机 remember to fill in the rewards you remember: 2acb2cn4na
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Bullish
🔥 OpenLedger Epoch 1 is LIVE NOW! 💰 Reward: 150 PTS (just like NodePay!) Get Started Below: 👉 Join here: https://testnet.openledger.xyz/?referral_code=txl53ieme4 💎 Login with Gmail & Create an Account 💎 Daily Check-In for 50 Bonus Points 💎 Connect & Follow on Twitter 💎 Connect Discord & Join the Community 💎 Install the Extension 📌 Backed by POLYCHAIN Capital & more! 💸 $8 Million Funding Raised 💎 🚀 Don’t miss this opportunity to earn and be part of the future! #OpenLedger #CryptoRewards #Airdrop #PassiveIncome
🔥 OpenLedger Epoch 1 is LIVE NOW!

💰 Reward: 150 PTS (just like NodePay!)

Get Started Below:
👉 Join here: https://testnet.openledger.xyz/?referral_code=txl53ieme4
💎 Login with Gmail & Create an Account
💎 Daily Check-In for 50 Bonus Points
💎 Connect & Follow on Twitter
💎 Connect Discord & Join the Community
💎 Install the Extension

📌 Backed by POLYCHAIN Capital & more!
💸 $8 Million Funding Raised 💎

🚀 Don’t miss this opportunity to earn and be part of the future!
#OpenLedger #CryptoRewards #Airdrop #PassiveIncome
Harness AI's Future with Openledger Node Ready to be at the forefront of AI? Openledger Node is your gateway: Decentralized AI Data: Create specialized language models with curated data through "Datanets". Earn Rewards: Run a node and earn testnet points, soon to be OPN tokens. User-Friendly: Easy setup across Windows, Android, or Chrome. Community-Driven: Daily rewards, missions, and community tasks to boost participation. Well-Funded: Backed by $8 million, Openledger is set to redefine AI data usage. Why Join? Shape AI's Future: Be part of a groundbreaking AI data network.Earn While You Learn: Get rewarded for contributing.Promote Transparency: Support a system valuing data ethics. Get Started: Head to testnet.openledger.xyz. Register via Google or email. Ref Code dahsp2ifi4 Install the node software or extension. Start earning by connecting your node. Join the AI revolution with Openledger Node. Let’s make AI more transparent and rewarding! #OpenLedger #AINode #DecentralizedAI #EarnRewards #DataIntelligenceNetwork Call to Action: Have you joined Openledger Node? Share your experience or questions in the comments!
Harness AI's Future with Openledger Node

Ready to be at the forefront of AI?
Openledger Node is your gateway:
Decentralized AI Data: Create specialized language models with curated data through "Datanets".
Earn Rewards: Run a node and earn testnet points, soon to be OPN tokens.
User-Friendly: Easy setup across Windows, Android, or Chrome. Community-Driven: Daily rewards, missions, and community tasks to boost participation.
Well-Funded: Backed by $8 million, Openledger is set to redefine AI data usage.
Why Join?

Shape AI's Future: Be part of a groundbreaking AI data network.Earn While You Learn: Get rewarded for contributing.Promote Transparency: Support a system valuing data ethics.
Get Started:
Head to testnet.openledger.xyz.
Register via Google or email.
Ref Code dahsp2ifi4
Install the node software or extension.
Start earning by connecting your node.
Join the AI revolution with Openledger Node.
Let’s make AI more transparent and rewarding!

#OpenLedger #AINode #DecentralizedAI #EarnRewards #DataIntelligenceNetwork

Call to Action: Have you joined Openledger Node? Share your experience or questions in the comments!
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#DePIN Mining Project #OpenLedger New free-to-play, I just started it too, if you have a computer, get started, if you have the capability, directly use multiple accounts with fingerprints. My choice is to go all in without spending money! If you don’t take action, you definitely won’t get anything, so get moving! Let’s do it, brothers, new tasks added for following on Twitter and joining Discord, earn 50 points! 1️⃣ Directly register on Google (see image 1) https://testnet.openledger.xyz/?referral_code=psijtu4s7i 2️⃣ Mining method, Google extension (see image 2) https://chromewebstore.google.com/detail/openledger-node/ekbbplmjjgoobhdlffmgeokalelnmjjc 3️⃣ After downloading the extension, log in directly, and then check in daily to earn 50 points from Chaim. (Images 3 and 4)
#DePIN Mining Project
#OpenLedger
New free-to-play, I just started it too, if you have a computer, get started, if you have the capability, directly use multiple accounts with fingerprints.
My choice is to go all in without spending money! If you don’t take action, you definitely won’t get anything, so get moving! Let’s do it, brothers, new tasks added for following on Twitter and joining Discord, earn 50 points!
1️⃣ Directly register on Google (see image 1) https://testnet.openledger.xyz/?referral_code=psijtu4s7i
2️⃣ Mining method, Google extension (see image 2)
https://chromewebstore.google.com/detail/openledger-node/ekbbplmjjgoobhdlffmgeokalelnmjjc
3️⃣ After downloading the extension, log in directly, and then check in daily to earn 50 points from Chaim. (Images 3 and 4)
The Architectural Blueprint of AI: Unveiling OpenledgerHQ’s Proof of AttributionAs a proud member of the OpenledgerHQ community, I invite you to explore the architectural blueprint that underpins our mission. Think of Proof of Attribution as the master architect of an intelligent city, meticulously designing how every brick - every piece of data - contributes to the skyline of artificial intelligence. The #AI Credit System: A Digital Ledger of Influence PoA serves as the "AI Credit System," a digital ledger that acts like a meticulous accountant, issuing receipts for every dataset that shapes an AI’s knowledge. It answers critical questions: - Which data fueled the model’s output? - Who provided it? - And how significant was its impact? This system transforms raw data into a currency of intelligence, ensuring that every contributor’s effort is recognized with precision. DataNets: The Fertile Soil for Collaborative Growth At the heart of this ecosystem lie DataNets, akin to fertile soil nurturing a global garden of specialized knowledge. These community-owned datasets, managed through the DataNet Registry - our digital library catalog - are tagged and recorded on the blockchain. They provide the rich, diverse nutrients that allow small language models (SLMs) to flourish, offering a foundation where contributors collaboratively cultivate high-value data. Gradient-Based Attribution: The Diagnostician of Small Models For smaller models, PoA employs Gradient-Based Attribution, a diagnostician that probes the health of an AI like a skilled physician. Using influence functions, it asks, “If we remove this data point, would the diagnosis change?” This method pinpoints the exact contributions of training samples, making it ideal for community-tuned SLMs where every data point’s role is critical to the outcome. Infini-gram: The Cartographer of Large-Scale Intelligence For the vast terrains of large language models, Infini-gram emerges as a cartographer, mapping the longest, most valuable routes through trillions of #tokens . Unlike traditional n-gram methods that stumble on rare phrases, Infini-gram uses suffix arrays to trace data influence with surgical precision, even in "black box" scenarios. This makes it a powerful tool for auditing and rewarding impactful contributions. Real-Time #REWARDS : The Flowing River of Economic Value The reward mechanism is a flowing river of economic value, distributing benefits in real-time with every inference. PoA calculates the influence of each DataNet, maps it to contributors, and channels rewards like streaming royalties - persistent and proportional. This ensures that data providers reap ongoing benefits, turning their contributions into a sustainable economic stream. Multifaceted Benefits: The Pillars of a Trustworthy AI Ecosystem PoA erects five sturdy pillars to support a trustworthy AI ecosystem: transparency, trust, incentives, power, and security. It eliminates the fog of "hallucinations" by holding data accountable, penalizes spam or biased inputs, and empowers contributors with influence proportional to their impact. This framework builds a fortress of reliability around AI development. A Vision for #decentralized Ownership: The Lighthouse of the Future Our ultimate vision is a lighthouse guiding the decentralized ownership of AI. PoA illuminates the path from the shadowy "black box" to a transparent, community-driven future where data providers are fairly compensated. As an #OpenLedger community member, I am thrilled to witness this evolution, knowing it will redefine how we build and govern intelligent systems globally.

The Architectural Blueprint of AI: Unveiling OpenledgerHQ’s Proof of Attribution

As a proud member of the OpenledgerHQ community, I invite you to explore the architectural blueprint that underpins our mission.
Think of Proof of Attribution as the master architect of an intelligent city, meticulously designing how every brick - every piece of data - contributes to the skyline of artificial intelligence.

The #AI Credit System: A Digital Ledger of Influence

PoA serves as the "AI Credit System," a digital ledger that acts like a meticulous accountant, issuing receipts for every dataset that shapes an AI’s knowledge.
It answers critical questions:
- Which data fueled the model’s output?
- Who provided it?
- And how significant was its impact?
This system transforms raw data into a currency of intelligence, ensuring that every contributor’s effort is recognized with precision.

DataNets: The Fertile Soil for Collaborative Growth

At the heart of this ecosystem lie DataNets, akin to fertile soil nurturing a global garden of specialized knowledge.
These community-owned datasets, managed through the DataNet Registry - our digital library catalog - are tagged and recorded on the blockchain.
They provide the rich, diverse nutrients that allow small language models (SLMs) to flourish, offering a foundation where contributors collaboratively cultivate high-value data.

Gradient-Based Attribution: The Diagnostician of Small Models

For smaller models, PoA employs Gradient-Based Attribution, a diagnostician that probes the health of an AI like a skilled physician. Using influence functions, it asks, “If we remove this data point, would the diagnosis change?” This method pinpoints the exact contributions of training samples, making it ideal for community-tuned SLMs where every data point’s role is critical to the outcome.

Infini-gram: The Cartographer of Large-Scale Intelligence

For the vast terrains of large language models, Infini-gram emerges as a cartographer, mapping the longest, most valuable routes through trillions of #tokens . Unlike traditional n-gram methods that stumble on rare phrases, Infini-gram uses suffix arrays to trace data influence with surgical precision, even in "black box" scenarios. This makes it a powerful tool for auditing and rewarding impactful contributions.

Real-Time #REWARDS : The Flowing River of Economic Value

The reward mechanism is a flowing river of economic value, distributing benefits in real-time with every inference. PoA calculates the influence of each DataNet, maps it to contributors, and channels rewards like streaming royalties - persistent and proportional. This ensures that data providers reap ongoing benefits, turning their contributions into a sustainable economic stream.

Multifaceted Benefits: The Pillars of a Trustworthy AI Ecosystem

PoA erects five sturdy pillars to support a trustworthy AI ecosystem: transparency, trust, incentives, power, and security. It eliminates the fog of "hallucinations" by holding data accountable, penalizes spam or biased inputs, and empowers contributors with influence proportional to their impact. This framework builds a fortress of reliability around AI development.

A Vision for #decentralized Ownership: The Lighthouse of the Future

Our ultimate vision is a lighthouse guiding the decentralized ownership of AI. PoA illuminates the path from the shadowy "black box" to a transparent, community-driven future where data providers are fairly compensated. As an #OpenLedger community member, I am thrilled to witness this evolution, knowing it will redefine how we build and govern intelligent systems globally.
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[Today's Share] OpenLedger: Igniting the AI + DePIN Revolution, quickly earn $OPEN & $COOKIE!@spark has stirred up a wave of excitement at @cookiedotfun, which is nearing its end. The third project @OpenledgerHQ is coming, ensuring data transparency, fair returns for contributors, and low-cost computing, dedicated to building a decentralized AI data blockchain. The $350k $OPEN is a clear reward, hurry and get on board! [What is OpenLedger?] OpenLedger directly addresses pain points in AI development: data opacity, unfair returns, and high costs. Its Proof of Attribution uses blockchain to record data, model, and computing power contributions, ensuring transparency and fairness. Datanets collects high-quality datasets (e.g., Data Intelligence focuses on internet data); Payable AI Models tokenize models into tradable assets; Initial AI Offering (IAO) opens a new crowdfunding model for AI. Relying on OP Stack (Optimism L2 low fees) and EigenLayer (TVL over $20 billion), it combines scalability and security.

[Today's Share] OpenLedger: Igniting the AI + DePIN Revolution, quickly earn $OPEN & $COOKIE!

@spark has stirred up a wave of excitement at @cookiedotfun, which is nearing its end. The third project @OpenledgerHQ is coming, ensuring data transparency, fair returns for contributors, and low-cost computing, dedicated to building a decentralized AI data blockchain. The $350k $OPEN is a clear reward, hurry and get on board!
[What is OpenLedger?]
OpenLedger directly addresses pain points in AI development: data opacity, unfair returns, and high costs. Its Proof of Attribution uses blockchain to record data, model, and computing power contributions, ensuring transparency and fairness. Datanets collects high-quality datasets (e.g., Data Intelligence focuses on internet data); Payable AI Models tokenize models into tradable assets; Initial AI Offering (IAO) opens a new crowdfunding model for AI. Relying on OP Stack (Optimism L2 low fees) and EigenLayer (TVL over $20 billion), it combines scalability and security.
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