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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 11:26:40 UTC

🌐 As more developers and researchers participate in decentralized validation, the network’s transparency and meritocracy improve. Open-source AI models compete on a level playing field, reducing reliance on centralized labs and fostering global AI democratization.


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1947256910169682330/c:line.svg)

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

[Post Link](https://x.com/chiragdwk/status/1947256910169682330)