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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: 2025-07-21 11:27:21 UTC

🔍 Bittensor’s consensus mechanisms ensure high-quality AI contributions are mathematically incentivized. Validator APYs reach over 18%, encouraging continuous participation and refinement of models, which boosts overall network accuracy and reliability in AI inference


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1947257082115207412/c:line.svg)

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

[Post Link](https://x.com/chiragdwk/status/1947257082115207412)