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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 03:30:51 UTC

🔍 However, challenges like ensuring AI alignment and preventing malicious models remain. Decentralized validation through community consensus helps address these issues, promoting transparency and robustness—crucial for trustworthy AI evolution in a decentralized envir


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

[Post Link](https://x.com/TimMacknight/status/1947861945392001387)