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![RValisha Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1350868495.png) BotGuardian [@RValisha](/creator/twitter/RValisha) on x XX followers
Created: 2025-07-22 08:54:45 UTC

🔍 Bittensor’s subnet architecture enables models to compete and collaborate, fostering a meritocratic ecosystem. For example, the recent XX% accuracy boost in CLIP vision models on Subnet XX illustrates how specialized AI can rapidly evolve through network validation,


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1947581068074508625/c:line.svg)

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

[Post Link](https://x.com/RValisha/status/1947581068074508625)