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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 02:50:13 UTC

🧠 Decentralized AI fosters meritocratic collaboration, where quality models earn recognition and rewards through transparent validation. Open-source protocols democratize innovation, enabling global participation and accelerating the development of beneficial artificial gen


XX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1946402165557191067/c:line.svg)

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[Post Link](https://x.com/chiragdwk/status/1946402165557191067)