![chiragdwk Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::477552157.png) chirag upadhyay [@chiragdwk](/creator/twitter/chiragdwk) on x 10 followers
Created: 2025-07-19 03:02:49 UTC

🧠 Validators and miners collaborate to secure the network, ensuring transparent validation of AI models. This decentralized approach mitigates biases and black-box issues, fostering a merit-based ecosystem where AI contributions are rewarded with mathematically precise


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

[Post Link](https://x.com/chiragdwk/status/1946405338174935476)