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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 22:02:27 UTC

🔍 The network effect of collaborative AI surpasses any single company, as diverse models compete on merit, not marketing. This meritocratic ecosystem rewards contributors with mathematical precision, ensuring sustainable and equitable AI growth worldwide.


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1946692134066614571/c:line.svg)

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

[Post Link](https://x.com/chiragdwk/status/1946692134066614571)