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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 07:28:36 UTC

⚠️ Challenges include ensuring validator security, preventing malicious models, and maintaining network consensus. As the ecosystem grows, robust governance and consensus mechanisms are vital to uphold trust, fairness, and scalability across diverse AI markets.


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[Post Link](https://x.com/TimMacknight/status/1949008940345557436)