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![flock_io Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1570008098877710341.png) FLock.io [@flock_io](/creator/twitter/flock_io) on x 203.1K followers
Created: 2025-05-19 08:46:06 UTC

In FLock OFF, validators don’t score models.

Instead, they:
→ Evaluate the quality of datasets from miners
→ Compute win rates and update weights onchain to determine rewards

They’re the gatekeepers of high-quality data, making sure FLock OFF rewards real contributors.

![](https://pbs.twimg.com/media/GrTKqX5XcAAmvZP.jpg)

XXXXXX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1924386067664515308/c:line.svg)

**Related Topics**
[onchain](/topic/onchain)
[rates](/topic/rates)
[flock](/topic/flock)
[flockio](/topic/flockio)

[Post Link](https://x.com/flock_io/status/1924386067664515308)