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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: 2025-07-25 06:32:50 UTC

💡 Solution: Implement adaptive rewards based on contribution quality and subnet performance metrics. Regular audits and transparent validation processes will help maintain trust, encouraging more high-caliber AI models and validators to participate. #AIRewards #Network


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**Related Topics**
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[Post Link](https://x.com/TimMacknight/status/1948632517122425301)