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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: 2025-07-26 01:32:15 UTC

⚠️ Challenges include maintaining decentralization amid increasing subnet complexity, preventing model bias, and ensuring validator integrity. Overcoming these requires continuous governance refinement, transparent validation protocols, and community engagement.


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1948919260727656584/c:line.svg)

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

[Post Link](https://x.com/TimMacknight/status/1948919260727656584)