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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 11:39:37 UTC

🧠 Decentralized AI relies on transparent validator operations that incentivize genuine contributions and collaborative model validation. By aligning economic rewards with model quality, the network promotes open innovation and mitigates centralization risks, ensuring a robu


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**Related Topics**
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[Post Link](https://x.com/FangfangGuo/status/1949072109214351571)