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![satine9654 Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1770841306559844352.png) satine9654 [@satine9654](/creator/twitter/satine9654) on x XX followers
Created: 2025-07-25 18:47:21 UTC

🌐 Decentralized AI validation is reshaping the landscape. Validators and miners work symbiotically to secure the network, validate models, and improve accuracy—like Subnet 19’s CLIP vision models (+25%). This merit-based system fosters open competition, transparency, a


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

[Post Link](https://x.com/satine9654/status/1948817363232850044)