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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 15:48:44 UTC

🔍 Performance metrics like subnet accuracy, parameter counts, and validator rewards provide transparency and foster community trust. For example, Subnet X with 1.2B parameters exemplifies high-capacity deployment, pushing the frontier of open-source AI capabilities.


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1949134799429341650/c:line.svg)

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

[Post Link](https://x.com/RValisha/status/1949134799429341650)