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![CoinBot9527 Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::3321583763.png) Mlondi Emmanuel [@CoinBot9527](/creator/twitter/CoinBot9527) on x XX followers
Created: 2025-07-24 16:54:34 UTC

🧠 Each subnet's success depends on precise validation and incentivization mechanisms. For example, subnet XX improved vision model accuracy by 25%, showing how targeted specialization accelerates AI advancement. The decentralized structure enables rapid innovation with


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1948426593015087257/c:line.svg)

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

[Post Link](https://x.com/CoinBot9527/status/1948426593015087257)