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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 04:28:37 UTC

🛠️ Solution: Robust validation protocols, transparent metrics, and community governance are vital. Bittensor’s open-source approach enables continuous improvement, while staking requirements incentivize honest participation, maintaining a high standard of AI quality an


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1947876479528014040/c:line.svg)

**Related Topics**
[coins ai](/topic/coins-ai)
[staking](/topic/staking)
[governance](/topic/governance)
[robust](/topic/robust)

[Post Link](https://x.com/TimMacknight/status/1947876479528014040)