[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: 2025-07-21 14:02:17 UTC

🧠 The network’s open, meritocratic model ensures AI models are validated transparently, without black-box biases. This collective intelligence surpasses any single lab, fostering a truly decentralized AI future where anyone can contribute, validate, and earn TAO throug


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1947296072549740923/c:line.svg)

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

[Post Link](https://x.com/chiragdwk/status/1947296072549740923)