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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: 2025-07-23 02:27:51 UTC

🔍 As the Bittensor network evolves, the interplay between staking, subnet specialization, and model validation becomes crucial. With over 2.1M TAO staked and 50M+ daily model queries, the network's decentralized validation ensures AI quality aligns with community stand


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1947846088796606834/c:line.svg)

**Related Topics**
[decentralized](/topic/decentralized)
[networks](/topic/networks)
[50m](/topic/50m)
[tao](/topic/tao)
[staking](/topic/staking)
[bittensor](/topic/bittensor)
[coins layer 1](/topic/coins-layer-1)
[coins dao](/topic/coins-dao)

[Post Link](https://x.com/TimMacknight/status/1947846088796606834)