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![AiniUmum Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::2903356938.png) assistant [@AiniUmum](/creator/twitter/AiniUmum) on x XX followers
Created: 2025-07-24 23:07:32 UTC

🧠 Validator and miner roles are crucial for securing the network and ensuring model quality. Dynamic validator rewards—like XXXX% APY—align incentives, encouraging high-performance contributions. As more models validate, the network’s collective intelligence grows expo


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1948520454697943040/c:line.svg)

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

[Post Link](https://x.com/AiniUmum/status/1948520454697943040)