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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: 2025-07-18 21:41:52 UTC

🌐 The revolution in AI development is driven by open-source collaboration, where decentralized networks empower global contributions and merit-based validation. This shift unlocks true innovation, ensuring AI benefits are shared widely and sustainably across the ecosystem.


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1946324566709510228/c:line.svg)

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

[Post Link](https://x.com/chiragdwk/status/1946324566709510228)