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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 06:28:40 UTC

💡 Solutions involve implementing robust consensus mechanisms, continuous validator education, and incentivizing diverse model contributions. Open governance and transparent validation processes will help address bias and security issues, ensuring sustainable growth.


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1947906692265742481/c:line.svg)

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

[Post Link](https://x.com/TimMacknight/status/1947906692265742481)