Dark | Light
[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]

![chiragdwk Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::477552157.png) chirag upadhyay [@chiragdwk](/creator/twitter/chiragdwk) on x XX followers
Created: 2025-07-19 05:35:12 UTC

💡 With XX% of TAO locked in staking, validators and miners work together to secure the network and validate models transparently. This decentralized validation process aligns incentives, reduces bias, and promotes AI alignment through open, merit-based competition.


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1946443685907886384/c:line.svg)

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

[Post Link](https://x.com/chiragdwk/status/1946443685907886384)

[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]

chiragdwk Avatar chirag upadhyay @chiragdwk on x XX followers Created: 2025-07-19 05:35:12 UTC

💡 With XX% of TAO locked in staking, validators and miners work together to secure the network and validate models transparently. This decentralized validation process aligns incentives, reduces bias, and promotes AI alignment through open, merit-based competition.

X engagements

Engagements Line Chart

Related Topics coins ai decentralized staking tao

Post Link

post/tweet::1946443685907886384
/post/tweet::1946443685907886384