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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 13:30:01 UTC

🛠️ Solutions involve optimizing subnet protocols, incentivizing validators, and developing adaptive reward mechanisms. Emphasizing transparency and community governance will help sustain decentralization while managing model quality & security in a rapidly evolving eco


X engagements

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**Related Topics**
[decentralization](/topic/decentralization)
[governance](/topic/governance)

[Post Link](https://x.com/TimMacknight/status/1947650341735968977)