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![TimMacknight Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::3054431906.png) Tim Macknight [@TimMacknight](/creator/twitter/TimMacknight) on x XX followers
Created: 2025-07-22 09:29:18 UTC

⚡️ Subnet 19's recent upgrade boosted CLIP vision model accuracy by 25%, showcasing how decentralized AI improves performance through collaborative validation. These innovations demonstrate the power of open, peer-reviewed AI development within Bittensor’s ecosystem.


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**Related Topics**
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[decentralized](/topic/decentralized)

[Post Link](https://x.com/TimMacknight/status/1947589761041899736)