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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 10:58:09 UTC

🌐 The network effect of Bittensor’s collaborative AI surpasses traditional centralized models by enabling open participation and transparent validation. This meritocratic system ensures top-performing models gain prominence, fostering a democratized AI future where qua


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1946524960282882431/c:line.svg)

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

[Post Link](https://x.com/chiragdwk/status/1946524960282882431)