[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]

![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 22:32:23 UTC

🧗 Challenges include maintaining network security, preventing model bias, and ensuring fair validation. As the network scales, implementing transparent governance and robust consensus mechanisms becomes vital to sustain trust and incentivize high-quality contributions.


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1949236383090196913/c:line.svg)

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

[Post Link](https://x.com/TimMacknight/status/1949236383090196913)