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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 17:32:39 UTC

🛠️ Solution: Implement rigorous subnet performance analytics and dynamic reward adjustments. Encouraging diverse, specialized AI models with fair validation ensures network health, while community-driven governance maintains decentralization and aligns incentives for a


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1947711401876660351/c:line.svg)

**Related Topics**
[decentralization](/topic/decentralization)
[governance](/topic/governance)
[coins ai](/topic/coins-ai)
[specialized](/topic/specialized)
[coins analytics](/topic/coins-analytics)

[Post Link](https://x.com/TimMacknight/status/1947711401876660351)