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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: 2025-07-25 06:31:20 UTC

💡 Challenges like model evaluation bias or subnet governance conflicts are inherent in decentralized systems. Transparent validation and community proposals are vital for maintaining integrity, fostering trust, and ensuring equitable AI development. #BittensorGovernanc


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**Related Topics**
[coins ai](/topic/coins-ai)
[decentralized](/topic/decentralized)
[governance](/topic/governance)

[Post Link](https://x.com/TimMacknight/status/1948632139224023105)