[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]

![FangfangGuo Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::3004491239.png) Fangfang Guo [@FangfangGuo](/creator/twitter/FangfangGuo) on x XX followers
Created: 2025-07-27 23:01:11 UTC

🚀 Recent subnet innovations include Subnet XX improving CLIP vision models by XX% accuracy, and Subnet XX enabling distributed compute marketplaces. These specialized markets exemplify how subnet architecture fosters collaboration and competition simultaneously—driving


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1949606018024886518/c:line.svg)

**Related Topics**
[specialized](/topic/specialized)
[$sn27](/topic/$sn27)
[coins bittensor ecosystem](/topic/coins-bittensor-ecosystem)

[Post Link](https://x.com/FangfangGuo/status/1949606018024886518)