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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 10:31:31 UTC

🔄 Challenges like network centralization or model bias could threaten decentralization. Ensuring transparent validation, robust governance, and fair reward distribution are key to maintaining a meritocratic ecosystem that truly benefits all participants.


X engagements

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

[Post Link](https://x.com/TimMacknight/status/1947967809624969491)