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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: 2025-07-20 23:38:17 UTC

🧠 The network's validation process ensures AI models are evaluated transparently and merit-based, avoiding black-box biases. With XX% of TAO locked in staking, validators play a crucial role in maintaining integrity, incentivizing quality contributions that drive the e


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1947078641046765910/c:line.svg)

**Related Topics**
[staking](/topic/staking)
[tao](/topic/tao)
[coins ai](/topic/coins-ai)
[networks](/topic/networks)

[Post Link](https://x.com/chiragdwk/status/1947078641046765910)