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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 08:57:49 UTC

⚡️ The recent growth in subnet diversity reflects a thriving AI ecosystem where models are competing and collaborating in real-time. Subnet 19’s CLIP vision models improved accuracy by 25%, showcasing how decentralization accelerates innovation through merit-based contr


X engagements

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

[Post Link](https://x.com/chiragdwk/status/1946132287994605725)