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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 15:32:11 UTC

🧠 Subnet architecture enables AI models to specialize and compete, fostering innovation. For example, Subnet XX improved vision model accuracy by 25%, while Subnet XX integrates multi-modal data. This collaborative competition accelerates AI breakthroughs while decentr


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1948043472683847975/c:line.svg)

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[Post Link](https://x.com/TimMacknight/status/1948043472683847975)