[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.]  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  **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.]
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
Related Topics coins ai
/post/tweet::1946899503258177785