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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: 2025-07-18 01:02:25 UTC

🔍 Decentralized validation ensures AI models are judged on merit, fostering transparency and reducing black-box biases. This collective approach allows anyone to contribute, validate, and earn TAO, democratizing AI development and preventing monopolization by large pla


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1946012651730989166/c:line.svg)

**Related Topics**
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[Post Link](https://x.com/bam3302001/status/1946012651730989166)