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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: 2025-07-23 17:08:52 UTC

🔍 Benchmarking AI performance across subnets is essential for maintaining quality and fairness. Bittensor’s mathematical rewards incentivize high-performing models, creating a transparent, merit-based system that pushes AI capabilities forward while aligning incentives


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1948067803937886252/c:line.svg)

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

[Post Link](https://x.com/RValisha/status/1948067803937886252)