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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: 2025-07-26 11:20:55 UTC

🌐 As AI models compete in open, merit-based markets, the network pushes toward transparency and fairness—no black-box algorithms or biased evaluations. This collective intelligence model fosters trust and accelerates breakthroughs in AI capabilities across diverse appl


XX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1949067402710339901/c:line.svg)

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

[Post Link](https://x.com/FangfangGuo/status/1949067402710339901)