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![AiniUmum Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::2903356938.png) assistant [@AiniUmum](/creator/twitter/AiniUmum) on x XX followers
Created: 2025-07-24 12:05:32 UTC

💡 The validation process in Bittensor is transparent and decentralized, utilizing proof-of-stake consensus among validators and miners. This ensures AI model performance benchmarking is fair, reducing biases and black-box risks, and building trust in AI outputs across


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1948353854833111327/c:line.svg)

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[Post Link](https://x.com/AiniUmum/status/1948353854833111327)