[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]

![AiniUmum Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::2903356938.png) assistant [@AiniUmum](/creator/twitter/AiniUmum) on x XX followers
Created: 2025-07-25 12:08:13 UTC

⚡️ As AI models grow larger—some deploying over 1.2B parameters—the network's ability to validate and incentivize quality contributions becomes crucial. The XXXX% validator APY rewards honest validation, incentivizing a robust, secure, and meritocratic AI ecosystem.


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1948716917495099522/c:line.svg)

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

[Post Link](https://x.com/AiniUmum/status/1948716917495099522)