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![FangfangGuo Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::3004491239.png) Fangfang Guo [@FangfangGuo](/creator/twitter/FangfangGuo) on x XX followers
Created: 2025-07-28 05:28:26 UTC

🌐 With 50M+ daily model queries, Bittensor proves that open, merit-based competition accelerates AI development. Validator APYs hit 18.5%, incentivizing contribution and long-term engagement. The system’s transparency ensures trust and reduces black-box biases—crucial


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1949703471965356111/c:line.svg)

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[Post Link](https://x.com/FangfangGuo/status/1949703471965356111)