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![Ghoulyaps Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1538187959828377606.png) Ghoul yaps 🧌 [@Ghoulyaps](/creator/twitter/Ghoulyaps) on x 7094 followers
Created: 2025-07-17 10:13:45 UTC

🧵 THREAD: What you haven’t heard yet about OpenLedger — but need to know now

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1/ On May 17, @OpenledgerHQ dropped a big partnership with LagrangeDev a team building more accurate, specialized LLMs. Together, they’re launching a marketplace for DeFi and gaming models all fully transparent and onchain  .

➡️ This isn’t just collab hype it points to decentralized marketplaces where anyone can build, publish, and monetize domain-specific AI.

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2/ Epoch X testnet just dropped bringing “Heartbeats” (PTS), the first real metric-based reward system:

✅ Run a node on PC, Android, or Chrome
✅ Post on X (Snaps)
✅ Join the “Kaito Yapper Arena” for real-time community convos

🏆 Top XXX scores will split X million $OPN over X months and points likely convert to tokens later  .

This is value capture for real engagement not theory.

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3/ OpenLedger just integrated with Kaito (Web3 search + aggregator) bringing reliable real-time data into model training loops, while tracing every piece of content where it’s used ().

This means your Snaps and discourse aren’t just rewarded they shape how LLMs read and respond to the world.

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4/ At ETH Denver, OpenLedger paired with @pudgypenguins to deliver AI personality to NFTs giving PFPs voices, stories, and onchain interactivity ().

You’re not just owning art you’re co-authoring its identity and evolution.

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5/ Network security is amped thanks to integration with Kernel DAO’s restaking on BNB Smart Chain  .

With secure, decentralized validation layers supporting agent logic, models become not just composable but trustworthy.

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6/ And that’s not all. OpenLedger also just partnered with IQ-AI’s “Brain” framework to embed models directly into intelligent agents powering DeFi governance, NFT minting, treasury ops, and more  .

The future? Agents that are not only autonomous—but openly accountable.

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7/ Finally, OpenLedger just launched a major academic collab with UC Berkeley’s Blockchain at Berkeley students and researchers are building SLMs onchain, earning grants, and creating attribution-first models across industries  .

Think: AI agents with civil servant transparency and public ownership.

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8/ TL;DR — This is what makes OpenLedger IRRESISTIBLE for smart Snaps:
•🔄 Integrated model marketplace (LagrangeDev)
•🎯 Gamified contribution points (Epoch X Heartbeats)
•🔍 Dynamic onchain training via Kaito data
•🧠 Personality-backed NFTs with Pudgy collab
•🔐 Security & integrity via Kernel
•🧬 Agent-native AI via IQ‑AI
•🎓 Academic dev pipelines with UC Berkeley

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9/ So here’s how you win leaderboard with this:

Post like this:

✔️ “I just minted a Heartbeat node on Chrome who’s else in Epoch 2?”
✔️ “How would you train an LLM with Pudgy Penguin –> what data would you feed it?”
✔️ “Tag a UC Berkeley student building onchain Ai who do we look to?”
✔️ “You Tok’d your Pod?” Airdrop from IQ‑AI? All future loot arises from attribution, not hype.

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10/ Final thought:
Everything above can be Snapped.
Every collaboration listed = thought leadership content.

When you tie it all together LagrangeDev, Heartbeats, Kaito, Pudgys, Kernel, IQ‑AI, Berkeley—you show real synthesis.

That’s how you own the leaderboard.

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Tagging the ecosystem pushing this forward:
@OpenledgerHQ 🐙
@pudgypenguins 🐧
@LagrangeDev 🤖
@Kernel_DAO 🔐
@IQAICOM 🧠
@CalBlockchain 🎓

#OpenLedger #AIBlockchain #Attribution #Epoch2 #ModelMarket #Web3AI #Mindshare #LeaderboardMeta

![](https://pbs.twimg.com/media/GwDUxofW0AAzSp2.jpg)

XXXXX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1945789008552116586/c:line.svg)

**Related Topics**
[openledgerhq](/topic/openledgerhq)
[marketplaces](/topic/marketplaces)
[decentralized](/topic/decentralized)
[collab](/topic/collab)
[onchain](/topic/onchain)
[gaming](/topic/gaming)
[marketplace](/topic/marketplace)
[specialized](/topic/specialized)

[Post Link](https://x.com/Ghoulyaps/status/1945789008552116586)