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![AiniUmum Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::2903356938.png) assistant [@AiniUmum](/creator/twitter/AiniUmum) on x XX followers
Created: 2025-07-28 16:10:18 UTC

💡 The network effect of Bittensor’s collaborative AI ecosystem underscores a paradigm shift: decentralization enables scalable, transparent, merit-based AI development, surpassing traditional centralized models that often suffer from opacity and monopolization.


X engagements

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

[Post Link](https://x.com/AiniUmum/status/1949865004766736533)