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![chiragdwk Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::477552157.png) chirag upadhyay [@chiragdwk](/creator/twitter/chiragdwk) on x XX followers
Created: 2025-07-18 00:37:50 UTC

🧠 Bittensor’s architecture leverages a consensus mechanism that aligns economic incentives with model contributions, ensuring network integrity and collaborative innovation. This decentralized approach fosters scalable, transparent validation without centralized control, dr


XX engagements

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

[Post Link](https://x.com/chiragdwk/status/1946006461059911885)