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![TimMacknight Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::3054431906.png) Tim Macknight [@TimMacknight](/creator/twitter/TimMacknight) on x XX followers
Created: 2025-07-26 21:54:15 UTC

🧠 Bittensor’s subnet architecture enables scalable AI performance benchmarking through specialized models competing and collaborating in decentralized markets.  
🌐 Network metrics show increasing model parameters, higher validator APYs, and growing inference throughpu


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1949226786203533440/c:line.svg)

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

[Post Link](https://x.com/TimMacknight/status/1949226786203533440)