[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.]

![TimMacknight Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::3054431906.png) Tim Macknight [@TimMacknight](/creator/twitter/TimMacknight) on x XX followers
Created: 2025-07-22 15:28:35 UTC

🛠️ Solution: Implement dynamic reward adjustments, community governance, and subnet specialization. Encouraging diverse AI models and transparent validation processes ensures sustained quality, security, and decentralization—key to long-term success. #Bittensor #AIVali


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1947680177015943649/c:line.svg)

**Related Topics**
[governance](/topic/governance)
[coins ai](/topic/coins-ai)
[bittensor](/topic/bittensor)
[coins layer 1](/topic/coins-layer-1)
[coins dao](/topic/coins-dao)
[coins depin](/topic/coins-depin)
[coins oracle](/topic/coins-oracle)
[coins bittensor ecosystem](/topic/coins-bittensor-ecosystem)

[Post Link](https://x.com/TimMacknight/status/1947680177015943649)