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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 04:32:37 UTC

⚠️ Challenges include maintaining network security, preventing model bias, and ensuring fair reward distribution. As subnet complexity grows, so does the risk of centralization tendencies or malicious actors attempting to game the system. Vigilance is key.


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1947877487578394747/c:line.svg)

[Post Link](https://x.com/TimMacknight/status/1947877487578394747)

[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 Tim Macknight @TimMacknight on x XX followers Created: 2025-07-23 04:32:37 UTC

⚠️ Challenges include maintaining network security, preventing model bias, and ensuring fair reward distribution. As subnet complexity grows, so does the risk of centralization tendencies or malicious actors attempting to game the system. Vigilance is key.

X engagements

Engagements Line Chart

Post Link

post/tweet::1947877487578394747
/post/tweet::1947877487578394747