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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: 2025-07-22 05:03:24 UTC

🔥 As AI models improve and subnet participation deepens, the network effect amplifies, surpassing traditional centralized AI development. Validators and miners work together to ensure integrity, creating a merit-based ecosystem where top AI models earn TAO through qual


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1947522848177750135/c:line.svg)

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

[Post Link](https://x.com/amma1233Amjd/status/1947522848177750135)