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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 01:07:29 UTC

🧠 Decentralized validation aligns AI contributions with economic incentives, ensuring quality and robustness in model development. By rewarding genuine innovation and collaborative effort, the network promotes AI alignment that benefits all participants and advances general


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1946376310726525025/c:line.svg)

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

[Post Link](https://x.com/chiragdwk/status/1946376310726525025)