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![AbdillahBayu Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1225206192.png) bayu abdillah [@AbdillahBayu](/creator/twitter/AbdillahBayu) on x XX followers
Created: 2025-07-22 11:14:16 UTC

🧠 Decentralized validation ensures AI models are held to high standards—no black-box bias, just meritocracy. As more participants validate models across specialized subnets, the network creates a transparent, self-regulating ecosystem that aligns incentives and maintai


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1947616178199035946/c:line.svg)

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

[Post Link](https://x.com/AbdillahBayu/status/1947616178199035946)