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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 06:28:34 UTC

⚠️ Challenges include maintaining decentralization at scale, preventing model bias, and ensuring validator security. As the network grows, orchestrating fair validation and avoiding central points of failure become critical to sustain trust and performance.


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

[Post Link](https://x.com/TimMacknight/status/1947906666776633821)