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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: 2025-07-22 17:32:15 UTC

🚀 Validators and miners are crucial—securing the network and validating high-quality models. Their collaboration ensures trustless AI validation, aligned with the mathematical precision of TAO rewards. This mechanism promotes sustainable growth and high-performance AI


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1947711302228709501/c:line.svg)

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

[Post Link](https://x.com/TimMacknight/status/1947711302228709501)