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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 03:26:47 UTC

🧠 The incentive mechanism—mathematically precise rewards for quality AI—ensures only the best models thrive. Validators and miners work collaboratively, creating a robust, secure network that promotes continuous improvement and aligns economic incentives with AI model


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[Post Link](https://x.com/TimMacknight/status/1947860920098599173)