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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: 2025-07-21 01:05:48 UTC

💡 As AI democratization accelerates, the network effect of collective intelligence surpasses traditional centralized AI labs. Anyone can contribute, validate, and earn TAO, making the ecosystem a true meritocracy—where quality AI models thrive through transparent valid


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1947100663441154401/c:line.svg)

**Related Topics**
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[tao](/topic/tao)
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[Post Link](https://x.com/chiragdwk/status/1947100663441154401)