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![Kakashi_05_ Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1834456721659428864.png) Kakashi Hatake [@Kakashi_05_](/creator/twitter/Kakashi_05_) on x 1640 followers
Created: 2025-07-21 11:49:16 UTC

@JoinSapien has quietly shifted gears—what used to be crowdsourcing is now AI trust infrastructure.

🔍 Human-labeled data, onchain
🔐 Tamper-proof reputation with Sapien Score
🎫 Squad NFTs = portable digital rep
🏢 Enterprises already onboard (UN, Toyota, Zoox…)
And the 2025 roadmap?
Mainnet, token launch, full scoring rollout.
This is no longer a campaign—it’s a platform shift.
Data from humans, for AI systems that need trust.
📌 AI’s real edge won’t be models. It’ll be clean, verified data.

#JoinSapien #AItrust #OnchainReputation #SapienScore #Web3AI #SapienAI


XX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1947262598023619046/c:line.svg)

**Related Topics**
[token](/topic/token)
[mainnet](/topic/mainnet)
[roadmap](/topic/roadmap)
[onboard](/topic/onboard)
[nfts](/topic/nfts)
[onchain](/topic/onchain)
[coins ai](/topic/coins-ai)
[$tm](/topic/$tm)

[Post Link](https://x.com/Kakashi_05_/status/1947262598023619046)