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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 06:18:49 UTC

🌐 Decentralized validation in AI fosters alignment by rewarding contributions based on quality and utility rather than centralized control. This approach ensures robust, transparent, and merit-driven AI development, unlocking true network effects and sustainable growth. #TA


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1949353764479000871/c:line.svg)

**Related Topics**
[ta](/topic/ta)
[robust](/topic/robust)
[coins ai](/topic/coins-ai)
[decentralized](/topic/decentralized)

[Post Link](https://x.com/FangfangGuo/status/1949353764479000871)

[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 Fangfang Guo @FangfangGuo on x XX followers Created: 2025-07-27 06:18:49 UTC

🌐 Decentralized validation in AI fosters alignment by rewarding contributions based on quality and utility rather than centralized control. This approach ensures robust, transparent, and merit-driven AI development, unlocking true network effects and sustainable growth. #TA

X engagements

Engagements Line Chart

Related Topics ta robust coins ai decentralized

Post Link

post/tweet::1949353764479000871
/post/tweet::1949353764479000871