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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 03:34:26 UTC

🧠 The Bittensor network exemplifies democratic AI workload distribution, where validators and miners collaborate to secure the system and validate models through transparent incentives. This collective approach fosters diverse, specialized AI development at scale, driving t


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1946413294194999426/c:line.svg)

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[Post Link](https://x.com/chiragdwk/status/1946413294194999426)