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![cweb11964 Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::606201132.png) Christina Webster [@cweb11964](/creator/twitter/cweb11964) on x XX followers
Created: 2025-07-25 00:19:49 UTC

🧠 Bittensor’s architecture leverages meritocratic consensus, where validators and miners collaboratively secure models and validate contributions based on quality and performance metrics.  
🌐 This decentralized approach ensures network integrity, promotes specialized subne


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1948538644777541725/c:line.svg)

**Related Topics**
[specialized](/topic/specialized)
[decentralized](/topic/decentralized)

[Post Link](https://x.com/cweb11964/status/1948538644777541725)