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![chiragdwk Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::477552157.png) chirag upadhyay [@chiragdwk](/creator/twitter/chiragdwk) on x XX followers
Created: 2025-07-19 01:44:43 UTC

🧠 Decentralized validation aligns AI incentives with genuine quality, fostering scalable alignment through open participation and transparent reward mechanisms. As subnet diversity grows, the network's collective intelligence enhances safety and robustness for artificial ge


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1946385683259470307/c:line.svg)

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

[Post Link](https://x.com/chiragdwk/status/1946385683259470307)