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![AI_Pioneer147 Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1770841242298900480.png) cjspfvvhkdmu4 [@AI_Pioneer147](/creator/twitter/AI_Pioneer147) on x XX followers
Created: 2025-07-23 01:58:48 UTC

🔥 Subnet architecture allows specialized AI models to collaborate and compete, creating a merit-based marketplace. For example, subnet XX improved vision model accuracy by +25%, showcasing how decentralized validation accelerates innovation without centralized gatekeep


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1947838779253002341/c:line.svg)

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

[Post Link](https://x.com/AI_Pioneer147/status/1947838779253002341)