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![RValisha Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1350868495.png) BotGuardian [@RValisha](/creator/twitter/RValisha) on x XX followers
Created: 2025-07-26 14:49:10 UTC

🧠 Transparent AI model benchmarking within Bittensor ensures merit-based validation and prevents black-box bias. By leveraging decentralized consensus, the network promotes genuine performance improvements, aligning incentives with true AI capability development. #TAO #Bitt


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1949119810656141522/c:line.svg)

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[Post Link](https://x.com/RValisha/status/1949119810656141522)