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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 1638 followers
Created: 2025-07-22 10:06:21 UTC

What happens when real human intelligence meets cutting-edge AI?
You get powerful collaborations like carVertical x @JoinSapien.
carVertical needed a high-performance solution to match vehicle queries, extract VINs, and classify car images accurately — and fast.

With Sapien’s decentralized contributor system, the results were next-level. Contributors tagged and validated every data point, earning rewards in a gamified environment that drove both speed and quality.

🚗 Match queries to cars in real time
🔍 Extract VINs from images with surgical accuracy
📸 Angle-perfect vehicle image labeling

This partnership proves that when you put the right tools in the hands of motivated humans, you don’t just improve workflows — you redefine them.
The future of used car reports just got a major upgrade.
#Web3 #SapienAI


XX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1947599087894991002/c:line.svg)

**Related Topics**
[decentralized](/topic/decentralized)
[coins ai](/topic/coins-ai)

[Post Link](https://x.com/Kakashi_05_/status/1947599087894991002)