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![bam3302001 Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::973120472.png) mr. duck tape [@bam3302001](/creator/twitter/bam3302001) on x XXX followers
Created: 2025-07-20 10:06:43 UTC

🔍 Validation transparency remains core—validators collectively ensure model quality without black-box biases. This open, merit-based system fosters trust and continuous improvement, making Bittensor a pioneering example of decentralized AI quality assurance.


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[Post Link](https://x.com/bam3302001/status/1946874402454249507)