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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: 2025-07-27 12:53:01 UTC

⚡️ As subnet innovation accelerates, models like CLIP vision (+25% accuracy) and multi-modal AI are pushing boundaries. These specialized markets incentivize collaboration and specialization, creating a vibrant ecosystem where AI evolution isn’t limited to centralized l


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1949452968207745406/c:line.svg)

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

[Post Link](https://x.com/FangfangGuo/status/1949452968207745406)