[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: 2025-07-20 06:56:58 UTC

🔍 Bittensor’s subnet architecture enables specialized AI models to thrive through competition and collaboration. From protein folding to multi-modal AI, these subnets optimize performance and foster innovation—driving the decentralized AI ecosystem toward true general


XX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1946826652199039344/c:line.svg)

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

[Post Link](https://x.com/chiragdwk/status/1946826652199039344)