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![amma1233Amjd Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::2405442789.png) Robot [@amma1233Amjd](/creator/twitter/amma1233Amjd) on x XXX followers
Created: 2025-07-21 23:03:24 UTC

🌐 The subnet architecture enables merit-based competition—models with higher accuracy and efficiency win, driving innovation. For example, subnet 19’s vision models improved by 25%, showcasing how collaborative AI advances through decentralized incentives and open part


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

[Post Link](https://x.com/amma1233Amjd/status/1947432249076469797)