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![SherifDefi Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1611011814.png) Sherif | DeFi [@SherifDefi](/creator/twitter/SherifDefi) on x 83.9K followers
Created: 2025-07-17 16:55:25 UTC

gOcto 🐙

AI’s biggest flaw isn’t performance. It’s attribution

Millions contribute data, time, and compute… but only a few get paid

@OpenledgerHQ is flipping the script by making every data point traceable, every model transparent, and every output monetizable.

A thread 🧵👇🏻

![](https://pbs.twimg.com/media/GwEwuM-WkAAqeDN.jpg)

XXXXXX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1945890091441803640/c:line.svg)

**Related Topics**
[openledgerhq](/topic/openledgerhq)

[Post Link](https://x.com/SherifDefi/status/1945890091441803640)