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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: 2025-07-18 20:09:04 UTC

⚡️ Bittensor's subnet architecture fosters specialized AI models competing and collaborating in a decentralized ecosystem. Recent innovations like CLIP vision models (+25% accuracy) and multi-modal AI (text+vision+audio) demonstrate the network's rapid evolution toward


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1946301213575680203/c:line.svg)

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

[Post Link](https://x.com/chiragdwk/status/1946301213575680203)