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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 11:46:27 UTC

⚡️ Validator and miner roles are crucial for network security and model validation, earning rewards through dynamic APYs like 18.5%. This incentivization aligns contributions with quality, ensuring a robust, merit-based ecosystem where the best AI models thrive through


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1946899503258177785/c:line.svg)

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

[Post Link](https://x.com/chiragdwk/status/1946899503258177785)

[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: 2025-07-20 11:46:27 UTC

⚡️ Validator and miner roles are crucial for network security and model validation, earning rewards through dynamic APYs like 18.5%. This incentivization aligns contributions with quality, ensuring a robust, merit-based ecosystem where the best AI models thrive through

X engagements

Engagements Line Chart

Related Topics coins ai

Post Link

post/tweet::1946899503258177785
/post/tweet::1946899503258177785