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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: 2025-07-23 16:28:36 UTC

🔍 Performance metrics show subnet parameters reaching 1.2B and accuracy improvements of +25% in vision models. These innovations demonstrate how specialized subnet competition fosters rapid AI advancements, all validated through transparent, blockchain-based consensus.


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

[Post Link](https://x.com/TimMacknight/status/1948057672248328494)