[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: 2025-07-21 03:28:29 UTC 🧠Subnet architecture enables AI models to compete and collaborate in niche markets—like protein folding or multi-modal AI—fostering specialization. This diversity enhances network robustness and allows validators to optimize rewards, aligning incentives with high-qual X engagements  **Related Topics** [coins ai](/topic/coins-ai) [Post Link](https://x.com/chiragdwk/status/1947136573599895576)
[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: 2025-07-21 03:28:29 UTC
🧠Subnet architecture enables AI models to compete and collaborate in niche markets—like protein folding or multi-modal AI—fostering specialization. This diversity enhances network robustness and allows validators to optimize rewards, aligning incentives with high-qual
X engagements
Related Topics coins ai
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